English
Tiếng Việt
(en)The present invention provides methods for identifying evolutionarily significant polynucleotide and polypeptide sequences in human and/or non-human primates which may be associated with a physiological condition, such as enhanced resistance to HCV infection. The invention also provides methods for identifying evolutionarily significant polynucleotides with mutations that are correlated with susceptibility to diseases, such as BRCA1 exon 11. The methods employ comparison of human and non-human primate sequences using statistical methods. Sequences thus identified may be useful as host therapeutic targets and/or in screening assays.
1.ApplicationNumber: US-33128508-A
1.PublishNumber: US-2010159440-A1
2.Date Publish: 20100624
3.Inventor: MESSIER WALTER
SIKELA JAMES
4.Inventor Harmonized: MESSIER WALTER(US)
SIKELA JAMES(US)
5.Country: US
6.Claims:
(en)The present invention provides methods for identifying evolutionarily significant polynucleotide and polypeptide sequences in human and/or non-human primates which may be associated with a physiological condition, such as enhanced resistance to HCV infection. The invention also provides methods for identifying evolutionarily significant polynucleotides with mutations that are correlated with susceptibility to diseases, such as BRCA1 exon 11. The methods employ comparison of human and non-human primate sequences using statistical methods. Sequences thus identified may be useful as host therapeutic targets and/or in screening assays.
7.Description:
(en)CROSS-REFERENCE TO RELATED APPLICATIONS
This application is a continuation of U.S. Ser. No. 11/058,065, filed Feb. 15, 2005 (now U.S. Pat. No. 7,462,460), which is a divisional of U.S. Ser. No. 10/098,600, filed Mar. 14, 2002 (now U.S. Pat. No. 6,866,996), which is a continuation-in-part of U.S. Ser. No. 09/942,252, filed Aug. 28, 2001 (now abandoned), which is a continuation-in-part of U.S. Ser. No. 09/591,435, filed Jun. 9, 2000, now U.S. Pat. No. 6,280,953, which is a continuation-in-part of U.S. patent application Ser. No. 09/240,915, filed Jan. 29, 1999, now U.S. Pat. No. 6,228,586, which claims priority from U.S. Provisional Patent Application Ser. No. 60/098,987, filed Sep. 2, 1998, and U.S. Provisional Patent Application Ser. No. 60/073,263, filed Jan. 30, 1998, each of which is incorporated herein in its entirety by reference.
TECHNICAL FIELD
This invention relates to using molecular and evolutionary techniques to identify polynucleotide and polypeptide sequences corresponding to evolved traits that may be relevant to human diseases or conditions, such as unique or enhanced human brain functions, longer human life spans, susceptibility or resistance to development of infectious disease (such as AIDS and hepatitis C), susceptibility or resistance to development of cancer, and aesthetic traits, such as hair growth, susceptibility or resistance to acne, or enhanced muscle mass.
BACKGROUND OF THE INVENTION
Humans differ from their closest evolutionary relatives, the non-human primates such as chimpanzees, in certain physiological and functional traits that relate to areas important to human health and well-being. For example, (1) humans have unique or enhanced brain function (e.g., cognitive skills, etc.) compared to chimpanzees; (2) humans humans have a longer life-span than non-human primates; (3) chimpanzees are resistant to certain infectious diseases that afflict humans, such as AIDS and hepatitis C; (4) chimpanzees appear to have a lower incidence of certain cancers than humans; (5) chimpanzees do not suffer from acne or alopecia (baldness); (6) chimpanzees have a higher percentage of muscle to fat; (7) chimpanzees are more resistant to malaria; (8) chimpanzees are less susceptible to Alzheimer=s disease; and (9) chimpanzees have a lower incidence of atherosclerosis. At the present time, the genes underlying the above human/chimpanzee differences are not known, nor, more importantly, are the specific changes that have evolved in these genes to provide these capabilities. Understanding the basis of these differences between humans and our close evolutionary relatives will provide useful information for developing effective treatments for related human conditions and diseases.
Classic evolution analysis, which compares mainly the anatomic features of animals, has revealed dramatic morphological and functional differences between human and non-human primates; yet, the human genome is known to share remarkable sequence similarities with that of other primates. For example, it is generally concluded that human DNA sequence is roughly 98.5% identical to chimpanzee DNA and only slightly less similar to gorilla DNA. McConkey and Goodman (1997) TIG 13:350-351. Given the relatively small percentage of genomic difference between humans and closely related primates, it is possible, if not likely, that a relatively small number of changes in genomic sequences may be responsible for traits of interest to human health and well-being, such as those listed above. Thus, it is desirable and feasible to identify the genes underlying these traits and to glean information from the evolved changes in the proteins they encode to develop treatments that could benefit human health and well-being. Identifying and characterizing these sequence changes is crucial in order to benefit from evolutionary solutions that have eliminated or minimized diseases or that provide unique or enhanced functions.
Recent developments in the human genome project have provided a tremendous amount of information on human gene sequences. Furthermore, the structures and activities of many human genes and their protein products have been studied either directly in human cells in culture or in several animal model systems, such as the nematode, fruit fly, zebrafish and mouse. These model systems have great advantages in being relatively simple, easy to manipulate, and having short generation times. Because the basic structures and biological activities of many important genes have been conserved throughout evolution, homologous genes can be identified in many species by comparing macromolecule sequences. Information obtained from lower species on important gene products and functional domains can be used to help identify the homologous genes or functional domains in humans. For example, the homeo domain with DNA binding activity first discovered in the fruit fly Drosophila was used to identify human homologues that possess similar activities.
Although comparison of homologous genes or proteins between human and a lower model organism may provide useful information with respect to evolutionarily conserved molecular sequences and functional features, this approach is of limited use in identifying genes whose sequences have changed due to natural selection. With the advent of the development of sophisticated algorithms and analytical methods, much more information can be teased out of DNA sequence changes. The most powerful of these methods, “K A /K S ” involves pairwise comparisons between aligned protein-coding nucleotide sequences of the ratios of
nonsynonymous
nucleotide
substitutions
per
nonsynonymous
site
(
K
A
)
synonymous
substitutions
per
synonymous
site
(
K
S
)
(where nonsynonymous means substitutions that change the encoded amino acid and synonymous means substitutions that do not change the encoded amino acid). “K A /K S -type methods” includes this and similar methods. These methods have been used to demonstrate the occurrence of Darwinian molecular-level positive selection, resulting in amino acid differences in homologous proteins. Several groups have used such methods to document that a particular protein has evolved more rapidly than the neutral substitution rate, and thus supports the existence of Darwinian molecular-level positive selection. For selection. For example, McDonald and Kreitman (1991) Nature 351:652-654 propose a statistical test of neutral protein evolution hypothesis based on comparison of the number of amino acid replacement substitutions to synonymous substitutions in the coding region of a locus. When they apply this test to the Adh locus of three Drosophila species, they conclude that it shows instead that the locus has undergone adaptive fixation of selectively advantageous mutations and that selective fixation of adaptive mutations may be a viable alternative to the clocklike accumulation of neutral mutations as an explanation for most protein evolution. Jenkins et al. (1995) Proc. R. Soc. Lond. B 261:203-207 use the McDonald & Kreitman test to investigate whether adaptive evolution is occurring in sequences controlling transcription (non-coding sequences).
Nakashima et al. (1995) Proc. Natl. Acad. Sci. USA 92:5606-5609, use the method of Miyata and Yasunaga to perform pairwise comparisons of the nucleotide sequences of ten PLA2 isozyme genes from two snake species; this method involves comparing the number of nucleotide substitutions per site for the noncoding regions including introns (K N ) and the K A and K S . They conclude that the protein coding regions have been evolving at much higher rates than the noncoding regions including introns. The highly accelerated substitution rate is responsible for Darwinian molecular-level evolution of PLA2 isozyme genes to produce new physiological activities that must have provided strong selective advantage for catching prey or for defense against predators. Endo et al. (1996) Mol. Biol. Evol. 13(5):685-690 use the method of Nei and Gojobori, wherein d N is the number of nonsynonymous substitutions and d S is the number of synonymous substitutions, for the purpose of identifying candidate genes on which positive selection operates. Metz and Palumbi (1996) Mol. Biol. Evol. 13(2):397-406 use the McDonald & Kreitman test as well as a method attributed to Nei and Gojobori, Nei and Jin, and Kumar, Tamura, and Nei; examining the average proportions of P n , the replacement substitutions per replacement site, and P s , the silent substitutions per silent site, to look for evidence of positive selection on bindin genes in sea urchins to investigate whether they have rapidly evolved as a prelude to species formation. Goodwin et al. (1996) Mol. Biol. Evol. 13(2):346-358 uses similar methods to examine the evolution of a particular murine gene murine gene family and conclude that the methods provide important fundamental insights into how selection drives genetic divergence in an experimentally manipulatable system. Edwards et al. (1995) use degenerate primers to pull out MHC loci from various species of birds and an alligator species, which are then analyzed by the Nei and Gojobori methods (d N : d S ratios) to extend MHC studies to nonmammalian vertebrates. Whitfield et al. (1993) Nature 364:713-715 use Ka/Ks analysis to look for directional selection in the regions flanking a conserved region in the SRY gene (that determines male sex). They suggest that the rapid evolution of SRY could be a significant cause of reproductive isolation, leading to new species. Wettsetin et al. (1996) Mol. Biol. Evol. 13(1):56-66 apply the MEGA program of Kumar, Tamura and Nei and phylogenetic analysis to investigate the diversification of MHC class I genes in squirrels and related rodents. Parham and Ohta (1996) Science 272:67-74 state that a population biology approach, including tests for selection as well as for gene conversion and neutral drift are required to analyze the generation and maintenance of human MHC class I polymorphism. Hughes (1997) Mol. Biol. Evol. 14(1):1-5 compared over one hundred orthologous immunoglobulin C2 domains between human and rodent, using the method of Nei and Gojobori (d N :d S ratios) to test the hypothesis that proteins expressed in cells of the vertebrate immune system evolve unusually rapidly. Swanson and Vacquier (1998) Science 281:710-712 use d N : d s ratios to demonstrate concerted evolution between the lysin and the egg receptor for lysin and discuss the role of such concerted evolution in forming new species (speciation).
Due to the distant evolutionary relationships between humans and these lower animals, the adaptively valuable genetic changes fixed by natural selection are often masked by the accumulation of neutral, random mutations over time. Moreover, some proteins evolve in an episodic manner; such episodic changes could be masked, leading to inconclusive results, if the two genomes compared are not close enough. Messier and Stewart (1997) Nature 385:151-154. In fact, studies have shown that the occurrence of adaptive selection in protein evolution is often underestimated when predominantly distantly related sequences are compared. Endo et al. (1996) Mol. Biol. Evol. 37:441-456; 456; Messier and Stewart (1997) Nature 385:151-154.
Molecular evolution studies within the primate family have been reported, but these mainly focus on the comparison of a small number of known individual genes and gene products to assess the rates and patterns of molecular changes and to explore the evolutionary mechanisms responsible for such changes. See generally, Li, Molecular Evolution , Sinauer Associates, Sunderland, Mass., 1997. Furthermore, sequence comparison data are used for phylogenetic analysis, wherein the evolution history of primates is reconstructed based on the relative extent of sequence similarities among examined molecules from different primates. For example, the DNA and amino acid sequence data for the enzyme lysozyme from different primates were used to study protein evolution in primates and the occurrence of adaptive selection within specific lineages. Malcolm et al. (1990) Nature 345:86-89; Messier and Stewart (1997). Other genes that have been subjected to molecular evolution studies in primates include hemoglobin, cytochrome c oxidase, and major histocompatibility complex (MHC). Nei and Hughes in: Evolution at the Molecular Level , Sinauer Associates, Sunderland, Mass. 222-247, 1991; Lienert and Parham (1996) Immunol. Cell Biol. 74:349-356; Wu et al. (1997) J. Mol. Evol. 44:477-491. Many non-coding sequences have also been used in molecular phylogenetic analysis of primates. Li, Molecular Evolution , Sinauer Associates, Sunderland, Mass. 1997. For example, the genetic distances among primate lineages were estimated from orthologous non-coding nucleotide sequences of beta-type globin loci and their flanking regions, and the evolution tree constructed for the nucleotide sequence orthologues depicted a branching pattern that is largely congruent with the picture from phylogenetic analyses of morphological characters. Goodman et al. (1990) J. Mol. Evol. 30:260-266.
Zhou and Li (1996) Mol. Biol. Evol. 13(6):780-783 applied K A /K S analysis to primate genes. It had previously been reported that gene conversion events likely have occurred in introns 2 and 4 between the red and green retinal pigment genes during human evolution. However, intron 4 sequences of the red and green retinal pigment genes from one European human were completely identical, suggesting a recent gene conversion conversion event. In order to determine if the gene conversion event occurred in that individual, or a common ancestor of Europeans, or an even earlier hominid ancestor, the authors sequenced intron 4 of the red and green pigment gene from a male Asian human, a male chimpanzee, and a male baboon, and applied K A /K S analysis. They observed that the divergence between the two genes is significantly lower in intron 4 than in surrounding exons, suggesting that strong natural selection has acted against sequence homogenization.
Wolinsky et al. (1996) Science 272:537-542 used comparisons of nonsynonymous to synonymous base substitutions to demonstrate that the HIV virus itself (i.e., not the host species) is subject to adaptive evolution within individual human patients. Their goal was simply to document the occurrence of positive selection in a short time frame (that of a human patient=s course of disease). Niewiesk and Bangham (1996) J Mol Evol 42:452-458 used the D n /D s approach to ask a related question about the HTLV-1 virus, i.e., what are the selective forces acting on the virus itself. Perhaps because of an insufficient sample size, they were unable to resolve the nature of the selective forces. In both of these cases, although K A /K S -type methods were used in relation to a human virus, no attempt was made to use these methods for therapeutic goals (as in the present application), but rather to pursue narrow academic goals.
As can be seen from the papers cited above, analytical methods of molecular evolution to identify rapidly evolving genes (K A /K S -type methods) can be applied to achieve many different purposes, most commonly to confirm the existence of Darwinian molecular-level positive selection, but also to assess the frequency of Darwinian molecular-level positive selection, to understand phylogenetic relationships, to elucidate mechanisms by which new species are formed, or to establish single or multiple origin for specific gene polymorphisms. What is clear is from the papers cited above and others in the literature is that none of the authors applied K A /K S -type methods to identify evolutionary solutions, specific evolved changes, that could be mimicked or used in the development of treatments to prevent or cure human conditions or diseases or to modulate unique or enhanced human functions. They have not used K A /K S type analysis as a as a systematic tool for identifying human or non-human primate genes that contain evolutionarily significant sequence changes and exploiting such genes and the identified changes in the development of treatments for human conditions or diseases.
The identification of human genes that have evolved to confer unique or enhanced human functions compared to homologous chimpanzee genes could be applied to developing agents to modulate these unique human functions or to restore function when the gene is defective. The identification of the underlying chimpanzee (or other non-human primate) genes and the specific nucleotide changes that have evolved, and the further characterization of the physical and biochemical changes in the proteins encoded by these evolved genes, could provide valuable information, for example, on what determines susceptibility and resistance to infectious viruses, such as HIV and HCV, what determines susceptibility or resistance to the development of certain cancers, what determines susceptibility or resistance to acne, how hair growth can be controlled, and how to control the formation of muscle versus fat. This valuable information could be applied to developing agents that cause the human proteins to behave more like their chimpanzee homologues.
All references cited herein are hereby incorporated by reference in their entirety.
SUMMARY OF THE INVENTION
The present invention provides methods for identifying polynucleotide and polypeptide sequences having evolutionarily significant changes which are associated with physiological conditions, including medical conditions. The invention applies comparative primate genomics to identify specific gene changes which may be associated with, and thus responsible for, physiological conditions, such as medically or commercially relevant evolved traits, and using the information obtained from these evolved genes to develop human treatments. The non-human primate sequences employed in the methods described herein may be any non-human primate, and are preferably a member of the hominoid group, more preferably a chimpanzee, bonobo, gorilla and/or orangutan, and most preferably a chimpanzee.
In one preferred embodiment, a non-human primate polynucleotide or polypeptide has undergone natural selection that resulted in a positive evolutionarily significant change (i.e., the non-human primate polynucleotide or polypeptide has a positive attribute not present in humans). In this embodiment the positively selected polynucleotide or polypeptide may be associated with susceptibility or resistance to certain diseases or with other commercially relevant traits. Examples of this embodiment include, but are not limited to, polynucleotides and polypeptides that are positively selected in non-human primates, preferably chimpanzees, that may be associated with susceptibility or resistance to infectious diseases and cancer. An example of a commercially relevant trait may include aesthetic traits such as hair growth, muscle mass, susceptibility or resistance to acne. An example of the disease resistance/susceptibility embodiment includes polynucleotides and polypeptides associated with the susceptibility or resistance to HIV dissemination, propagation and/or development of AIDS. The present invention can thus be useful in gaining insight into the molecular mechanisms that underlie resistance to HIV dissemination, propagation and/or development of AIDS, providing information that can also be useful in discovering and/or designing agents such as drugs that prevent and/or delay development of AIDS. Specific genes that have been positively selected in chimpanzees that may relate to AIDS or other infectious diseases are ICAM-1, ICAM-2, ICAM-3, MIP-1-a, CD59 and DC-SIGN. 17-β-hydroxysteroid dehydrogenase Type IV is a specific gene has been positively selected in chimpanzees that may relate to cancer.
Additionally, the p44 gene is a gene that has been positively selected in chimpanzees and is believed to contribute to their HCV resistance.
In another preferred embodiment, a human polynucleotide or polypeptide has undergone natural selection that resulted in a positive evolutionarily significant change (i.e., the human polynucleotide or polypeptide has a positive attribute not present in non-human primates). One example of this embodiment is that the polynucleotide or polypeptide may be associated with unique or enhanced functional capabilities of the human brain compared to non-human primates. Another is the longer life-span of humans compared to non-human primates. A third is a commercially important aesthetic trait (e.g., trait (e.g., normal or enhanced breast development). The present invention can thus be useful in gaining insight into the molecular mechanisms that underlie unique or enhanced human functions or physiological traits, providing information which can also be useful in designing agents such as drugs that modulate such unique or enhanced human functions or traits, and in designing treatment of diseases or conditions related to humans. As an example, the present invention can thus be useful in gaining insight into the molecular mechanisms that underlie human cognitive function, providing information which can also be useful in designing agents such as drugs that enhance human brain function, and in designing treatment of diseases related to the human brain. A specific example of a human gene that has positive evolutionarily significant changes when compared to non-human primates is a tyrosine kinase gene, the KIAA0641 or NM — 004920 gene.
Accordingly, in one aspect, the invention provides methods for identifying a polynucleotide sequence encoding a polypeptide, wherein said polypeptide may be associated with a physiological condition (such as a medically or commercially relevant positive evolutionarily significant change). The positive evolutionarily significant change can be found in humans or in non-human primates. In a preferred embodiment the invention provides a method for identifying a human AATYK polynucleotide sequence encoding a human AATYK polypeptide associated with an evolutionarily significant change. In another preferred embodiment, the invention provides a method for identifying a p44 polynucleotide and polypeptide that are associated with enhanced HCV resistance in chimpanzees relative to humans.
For any embodiment of this invention, the physiological condition may be any physiological condition, including those listed herein, such as, for example, disease (including susceptibility or resistance to disease) such as cancer, infectious disease (including viral diseases such as AIDS or HCV-associated chronic hepatitis); life span; brain function, including cognitive function or developmental sculpting; and aesthetic or cosmetic qualities, such as enhanced breast development.
In one aspect of the invention, methods are provided for identifying a polynucleotide sequence encoding a human polypeptide, wherein said polypeptide may be associated with a physiological condition that is present in human(s), comprising the steps of: a) comparing human protein-coding polynucleotide sequences to protein-coding polynucleotide sequences of a non-human primate, wherein the non-human primate does not have the physiological condition (or has it to a lesser degree); and b) selecting a human polynucleotide sequence that contains a nucleotide change as compared to corresponding sequence of the non-human primate, wherein said change is evolutionarily significant. In some embodiments, the human protein coding sequence (and/or the polypeptide encoded therein) may be associated with development and/or maintenance of a physiological condition or trait or a biological function. In some embodiments, the physiological condition or biological function may be life span, brain or cognitive function, or breast development (including adipose, gland and duct development). Methods used to assess the nucleotide change, and the nature(s) of the nucleotide change, are described herein, and apply to any and all embodiments. In a preferred embodiment, the method is a method for identifying a human AATYK polynucleotide sequence encoding a human AATYK polypeptide.
In other embodiments, methods are provided that comprise the steps of: (a) comparing human protein-coding nucleotide sequences to protein-coding nucleotide sequences of a non-human primate, preferably a chimpanzee, that is resistant to a particular medically relevant disease state, wherein the human protein coding sequence is or is believed to be associated with development of the disease; and (b) selecting a non-human polynucleotide sequence that contains at least one nucleotide change as compared to the corresponding sequence of the human, wherein the change is evolutionarily significant. The sequences identified by these methods may be further characterized and/or analyzed to confirm that they are associated with the development of the disease state or condition. The most preferred disease states that are applicable to these methods are cancer and infectious diseases, including AIDS, hepatitis C and leprosy.
In one embodiment, chimpanzee polynucleotide sequences are compared to human polynucleotide sequences to identify a p44 sequence that is evolutionarily significant. The significant. The p44 protein is (or is believed to be) associated with the enhanced HCV resistance of chimpanzees relative to humans.
In another aspect, methods are provided for identifying an evolutionarily significant change in a human brain polypeptide-coding polynucleotide sequence, comprising the steps of a) comparing human brain polypeptide-coding polynucleotide sequences to corresponding sequences of a non-human primate; and b) selecting a human polynucleotide sequence that contains a nucleotide change as compared to corresponding sequence of the non-human primate, wherein said change is evolutionarily significant. In some embodiments, the human brain polypeptide coding nucleotide sequences correspond to human brain cDNAs. In preferred embodiments, the human brain polypeptide-coding polynucleotide sequence is an AATYK sequence.
Another aspect of the invention includes methods for identifying a positively selected human evolutionarily significant change. These methods comprise the steps of: (a) comparing human polypeptide-coding nucleotide sequences to polypeptide-coding nucleotide sequences of a non-human primate; and (b) selecting a human polynucleotide sequence that contains at least one (i.e., one or more) nucleotide change as compared to corresponding sequence of the non-human primate, wherein said change is evolutionarily significant. The sequences identified by this method may be further characterized and/or analyzed for their possible association with biologically or medically relevant functions or traits unique or enhanced in humans. In preferred embodiments, the human polypeptide-coding nucleotide sequence is an AATYK sequence.
Another embodiment of the present invention is a method for large scale sequence comparison between human polypeptide-coding polynucleotide sequences and the polypeptide-coding polynucleotide sequences from a non-human primate, e.g., chimpanzee, comprising: (a) aligning the human polynucleotide sequences with corresponding polynucleotide sequences from non-human primate according to sequence homology; and (b) identifying any nucleotide changes within the human sequences as compared to the homologous sequences from the non-human primate, wherein the changes are evolutionarily significant. In some embodiments, the protein coding sequences are sequences are from brain.
In some embodiments, a nucleotide change identified by any of the methods described herein is a non-synonymous substitution. In some embodiments, the evolutionary significance of the nucleotide change is determined according to the non-synonymous substitution rate (K A ) of the nucleotide sequence. In some embodiments, the evolutionarily significant changes are assessed by determining the K A /K S ratio between the human gene and the homologous gene from non-human primate (such as chimpanzee), and preferably that ratio is at least about 0.75, more preferably greater than about 1 (unity) (i.e., at least about 1), more preferably at least about 1.25, more preferably at least about 1.50, and more preferably at least about 2.00. In other embodiments, once a positively selected gene has been identified between human and a non-human primate (such as chimpanzee or gorilla), further comparisons are performed with other non-human primates to confirm whether the human or the non-human primate (such as chimpanzee or gorilla) gene has undergone positive selection.
In another aspect, the invention provides methods for correlating an evolutionarily significant human nucleotide change to a physiological condition in a human (or humans), which comprise analyzing a functional effect (which includes determining the presence of a functional effect), if any, of (the presence or absence of) a polynucleotide sequence identified by any of the methods described herein, wherein presence of a functional effect indicates a correlation between the evolutionarily significant nucleotide change and the physiological condition. Alternatively, in these methods, a functional effect (if any) may be assessed using a polypeptide sequence (or a portion of the polypeptide sequence) encoded by a nucleotide sequence identified by any of the methods described herein.
In a preferred embodiment, the polynucleotide sequence or polypeptide sequence is a human or chimpanzee p44 polynucleotide sequence (SEQ ID NO. 34 OR 31) or polypeptide sequence (SEQ ID NO. 36 OR 33). In a more preferred embodiment, the p44 polynucleotide sequences are the exon 2 sequences having nucleotides 1-457 of SEQ ID NO:34 (human), and nucleotides 1-457 of SEQ ID NO:31 (chimpanzee), or fragments thereof containing the exon 2 evolutionarily significant chimpanzee nucleotides or the corresponding human nucleotides. Such fragments are preferably between 18 and 225 nucleotides in length.
The present invention also provides comparison of the identified polypeptides by physical and biochemical methods widely used in the art to determine the structural or biochemical consequences of the evolutionarily significant changes. Physical methods are meant to include methods that are used to examine structural changes to proteins encoded by genes found to have undergone adaptive evolution. Side-by-side comparison of the three-dimensional structures of a protein (either human or non-human primate) and the evolved homologous protein (either non-human primate or human, respectively) will provide valuable information for developing treatments for related human conditions and diseases. For example, using the methods of the present invention, the chimpanzee ICAM-1 gene was identified as having positive evolutionary changes compared to human ICAM-1. In a three-dimensional model of two functional domains of the human ICAM-1 protein it can be seen that five of the six amino acids that have been changed in chimpanzees are immediately adjacent to (i.e., physically touching) amino acid residues known to be crucial for binding to the ICAM-1 counter-receptor, LFA-1; in each case, the human amino acid has been replaced by a larger amino acid in the chimpanzee ICAM-1. Such information allows insight into designing appropriate therapeutic intervention(s). Accordingly, in another aspect, the invention provides methods for identifying a target site (which includes one or more target sites) which may be suitable for therapeutic intervention, comprising comparing a human polypeptide (or a portion of the polypeptide) encoded in a sequence identified by any of the methods described herein, with a corresponding non-human polypeptide (or a portion of the polypeptide), wherein a location of a molecular difference, if any, indicates a target site.
Likewise, human and chimpanzee p44 polypeptide computer models or x-ray crystallography structures can be compared to determine how the evolutionarily significant amino acid changes of the chimpanzee p44 exon 2 alter the protein's structure, and how agents might be designed to interact with human p4-4 in such a manner that permits it to permits it to mimic chimpanzee p44 structure and/or function.
In another aspect, the invention provides methods for identifying a target site (which includes one or more target sites) which may be suitable for therapeutic intervention, comprising comparing a human polypeptide (or a portion of the polypeptide) encoded in a sequence identified by any of the methods described herein, with a corresponding non-human primate polypeptide (or a portion of the polypeptide), wherein a location of a molecular difference, such as an amino acid difference, if any, indicates a target site. Target sites can also be nonsynonymous nucleotide changes observed between a positively selected polynucleotide identified by any of the methods described herein and its corresponding sequence in the human or non-human primate. In preferred embodiments, the target site is a site on a human p44 polypeptide.
Biochemical methods are meant to include methods that are used to examine functional differences, such as binding specificity, binding strength, or optimal binding conditions, for a protein encoded by a gene that has undergone adaptive evolution. Side-by-side comparison of biochemical characteristics of a protein (either human or non-human primate) and the evolved homologous protein (either non-human primate or human, respectively) will reveal valuable information for developing treatments for related human conditions and diseases.
In another aspect, the invention provides methods of identifying an agent which may modulate a physiological condition, said method comprising contacting an agent (i.e., at least one agent to be tested) with a cell that has been transfected with a polynucleotide sequence identified by any of the methods described herein, wherein an agent is identified by its ability to modulate function of the polynucleotide sequence. In other embodiments, the invention provides methods of identifying an agent which may modulate a physiological condition, said method comprising contacting an agent (i.e., at least one agent) to be tested with a polypeptide (or a fragment of a polypeptide and/or a composition comprising a polypeptide or fragment of a polypeptide) encoded in or within a polynucleotide identified by any of the methods described herein, wherein an agent is identified by its ability to modulate function of the polypeptide. In preferred embodiments embodiments of these methods the polynucleotide sequence is an evolutionarily significant chimpanzee p44 polynucleotide sequence or its corresponding human polynucleotide. In more preferred embodiments, the polynucleotide sequence is nucleotides 1-457 of SEQ ID NO:31 (chimpanzee), and nucleotides 1-458 of SEQ ID NO:34 (human), or fragments thereof containing preferably 18-225 nucleotides and at least one of the chimpanzee evolutionarily significant nucleotides or corresponding human nucleotides. The invention also provides agents which are identified using the screening methods described herein.
In another aspect, the invention provides methods of screening agents which may modulate the activity of the human polynucleotide or polypeptide to either modulate a unique or enhanced human function or trait or to mimic the non-human primate trait of interest, such as susceptibility or resistance to development of a disease, such as HCV-associated chronic hepatitis or AIDS. These methods comprise contacting a cell which has been transfected with a polynucleotide sequence with an agent to be tested, and identifying agents based on their ability to modulate function of the polynucleotide or contacting a polypeptide preparation with an agent to be tested and identifying agents based upon their ability to modulate function of the polypeptide. In preferred embodiments, the polynucleotide sequence is an evolutionarily significant chimpanzee p44 polynucleotide sequence or its corresponding human polynucleotide sequence. In more preferred embodiments, the polynucleotide sequence is nucleotides 1-457 of SEQ ID NO: 31(chimpanzee), or nucleotides 1-457 of SEQ ID NO:34 (human), or fragments thereof containing preferably 18-225 nucleotides and at least one of the chimpanzee evolutionarily significant nucleotides or corresponding human nucleotides.
In another aspect of the invention, methods are provided for identifying candidate polynucleotides that may be associated with decreased resistance to development of a disease in humans, comprising comparing the human polynucleotide sequence with the corresponding non-human primate polynucleotide sequence to identify any nucleotide changes; and determining whether the human nucleotide changes are evolutionarily significant. It has been observed that human polynucleotides that are evolutionarily significant may, in some instances, be associated with increased susceptibility or decreased resistance to the development of human diseases such as cancer. As is described herein, the strongly positively selected BRCA1 gene's exon 11 is also the location of a number of mutations associated with breast, ovarian and/or prostate cancer. Thus, this phenomenon may represent a trade-off between enhanced development of one trait and loss or reduction in another trait in polynucleotides encoding polypeptides of multiple functions. In this way, identification of positively selected human polynucleotides can serve to identify a pool of genes that are candidates for susceptibility to human diseases.
Human candidate evolutionarily significant polynucleotides that are identified in this manner can be evaluated for their role in conferring susceptibility to diseases by analyzing the functional effect of the evolutionarily significant nucleotide change in the candidate polynucleotide in a suitable model system. The presence of a functional effect in the model system indicates a correlation between the nucleotide change in the candidate polynucleotide and the decreased resistance to development of the disease in humans. For example, if an evolutionarily significant polynucleotide containing all the evolutionarily significant nucleotide changes, or a similar polynucleotide with a lesser number of nucleotide changes, is found to increase the susceptibility to the disease at issue in a non-human primate model, this would be a functional effect that correlates the nucleotide change and the disease.
Alternatively, human candidate evolutionarily significant polynucleotides may, in some individuals, have mutations aside from the evolutionarily significant nucleotide changes, that confer the increased susceptibility to the disease. These mutations can be tested in a suitable model system for a functional effect, such as conversion to a neoplastic phenotype, to correlate the mutation to the disease.
Further, the subject method includes a diagnostic method to determine whether a human patient is predisposed to decreased resistance to the development of a disease, by assaying the patient's nucleic acids for the presence of a mutation in an evolutionarily significant polynucleotide, where the presence of the mutation in the polynucleotide has been determined by methods described herein as being diagnostic for decreased resistance to the development of the disease. In one embodiment, the polynucleotide is BRCA1 exon 11, and the disease is breast, prostate or ovarian cancer.
BRIEF DESCRIPTION OF THE DRAWINGS
FIG. 1 depicts a phylogenetic tree for primates within the hominoid group. The branching orders are based on well-supported mitochondrial DNA phylogenies. Messier and Stewart (1997) Nature 385:151-154.
FIG. 2 (SEQ ID NOS:1-3) is a nucleotide sequence alignment between human and chimpanzee ICAM-1 sequences (GenBank® accession numbers X06990 and X86848, respectively). The amino acid translation of the chimpanzee sequence is shown below the alignment.
FIG. 3 shows the nucleotide sequence of gorilla ICAM-1 (SEQ ID NO:4).
FIG. 4 shows the nucleotide sequence of orangutan ICAM-1 (SEQ ID NO:5).
FIGS. 5 (A)-(E) show the polypeptide sequence alignment of ICAM-1 from several primate species (SEQ ID NO:6).
FIGS. 6 (A)-(B) show the polypeptide sequence alignment of ICAM-2 from several primate species (SEQ ID NO:7).
FIGS. 7 (A)-(D) show the polypeptide sequence alignment of ICAM-3 from several primate species (SEQ ID NO:8).
FIG. 8 depicts a schematic representation of a procedure for comparing human/primate brain polynucleotides, selecting sequences with evolutionarily significant changes, and further characterizing the selected sequences. The diagram of FIG. 8 illustrates a preferred embodiment of the invention and together with the description serves to explain the principles of the invention, along with elaboration and optional additional steps. It is understood that any human/primate polynucleotide sequence can be compared by a similar procedure and that the procedure is not limited to brain polynucleotides.
FIG. 9 illustrates the known phylogenetic tree for the species compared in Example 14, with values of b N and b s mapped upon appropriate branches. Values of b N and b s were calculated by the method described in Zhang et al. (1998) Proc. Natl. Acad. Sci. USA 95:3708-3713. Values are shown above the branches; all values are shown 100×, for reasons of clarity. Statistical significance was calculated as for comparisons in Table 5 (Example 14), and levels of statistical significance are as shown as in Table 5. Note that only the branch leading from the human/chimpanzee common ancestor to modern humans shows a statistically significant value for b N −b s .
FIG. 10 illustrates a space-filling model of human CD59 with the duplicated GPI link (Asn) indicated by the darkest shading. This GPI link is duplicated in chimpanzees so that chimp CD59 contains 3 GPI links. The three areas of intermediate shading in FIG. 10 are other residues which differ between chimp and human.
FIG. 11 shows the coding sequence of human DC-SIGN (Genbank Ace. No. M98457) (SEQ. ID. NO. 9).
FIG. 12 shows the coding sequence of chimpanzee DC-SIGN (SEQ. ID. NO. 10).
FIG. 13 shows the coding sequence of gorilla DC-SIGN (SEQ. ID. NO. 11).
FIG. 14A shows the nucleotide sequence of the human AATYK gene. Start and stop codons are underlined (SEQ ID NO:14).
FIG. 14B shows an 1207 amino acid sequence of the human AATYK gene (SEQ ID NO:16).
FIG. 15A shows an 1806 base-pair region of the chimp AATYK gene (SEQ ID NO:17).
FIG. 15B shows an 1785 base-pair region of the gorilla AATYK gene (SEQ ID NO:18).
FIG. 16 shows a 1335 nucleotide region of the aligned chimpanzee (SEQ ID NO:31) and human (SEQ IS NO:34) p44 gene coding region. The underlined portion is exon 2, which was determined to be evolutionarily significant. Non-synonymous differences between the two sequences are indicated in bold, synonymous differences in italics. Chimpanzee has a single heterozygous base (position 212), shown as M (IUPAC code for A or C. The C base represents a nonsynonymous difference from human, while A is identical to the same position in the human homolog. Thus, these two chimpanzee alleles differ slightly in the K A /K S ratios relative to human p44.
DETAILED DESCRIPTION OF THE INVENTION
The present invention applies comparative genomics to identify specific gene changes which are associated with, and thus may contribute to or be responsible for, physiological conditions, such as medically or commercially relevant evolved traits. The invention comprises a comparative genomics approach to identify specific gene changes responsible for differences in functions and diseases distinguishing humans from other non-humans, particularly primates, and most preferably chimpanzees, including the two known species, common chimpanzees and bonobos (pygmy chimpanzees). For example, chimpanzees and humans are 98.5% identical at the DNA sequence level and the present invention can identify the adaptive molecular changes underlying differences between the species in a number of areas, including unique or enhanced human cognitive abilities or physiological traits and chimpanzee resistance to HCV, AIDS and certain cancers. Unlike traditional genomics, which merely identifies genes, the present invention provides exact information on evolutionary solutions that eliminate disease or provide unique or enhanced functions or traits. The present invention identifies genes that have evolved to confer an evolutionary advantage and the specific evolved changes.
The present invention results from the observation that human protein-coding polynucleotides may contain sequence changes that are found in humans but not in other evolutionarily closely related species such as non-human primates, as a result of adaptive selection during evolution.
The present invention further results from the observation that the genetic information of non-human primates may contain changes that are found in a particular non-human primate but not in humans, as a result of adaptive selection during evolution. In this embodiment, a non-human primate polynucleotide or polypeptide has undergone natural selection that resulted in a positive evolutionarily significant change (i.e., the non-human primate polynucleotide or polypeptide has a positive attribute not present in humans). In this embodiment the positively selected polynucleotide or polypeptide may be associated with susceptibility or resistance to certain diseases or other commercially relevant traits. Medically relevant examples of this embodiment include, but are not limited to, polynucleotides and polypeptides that are positively selected in non-human primates, preferably chimpanzees, that may be associated with susceptibility or resistance to infectious diseases and cancer. An example of this embodiment includes polynucleotides and polypeptides associated with the susceptibility or resistance to progression from HIV infection to development of AIDS. The present invention can thus be useful in gaining insight into the molecular mechanisms that underlie resistance to progression from HIV infection to development of AIDS, providing information that can also be useful in discovering and/or designing agents such as drugs that prevent and/or delay development of AIDS. Likewise, the present invention can be useful in gaining insight into the underlying mechanisms for HCV resistance in chimpanzees as compared to humans. Commercially relevant examples include, but are not limited to, polynucleotides and polypeptides that are positively selected in non-human primates that may be associated with aesthetic traits, such as hair growth, absence of acne or muscle mass.
Positively selected human evolutionarily significant changes in polynucleotide and polypeptide sequences may be attributed to human capabilities that provide humans with competitive advantages, particularly when compared to the closest evolutionary relative, chimpanzee, such as unique or enhanced human brain functions. The present invention identifies human genes that evolved to provide unique or enhanced human cognitive abilities and the actual protein changes that confer functional differences will be quite useful in therapeutic approaches to treat cognitive deficiencies as well as cognitive enhancement for the general population.
Other positively selected human evolutionarily significant changes include those sequences that may be attributed to human physiological traits or conditions that are enhanced or unique relative to close evolutionary relatives, such as the chimpanzee, including enhanced breast development. The present invention provides a method of determining whether a polynucleotide sequence in humans that may be associated with enhanced breast development has undergone an evolutionarily significant change relative to a corresponding polynucleotide sequence in a closely related non-human primate. The identification of evolutionarily significant changes in the human polynucleotide that is involved in the development of unique or enhanced human physiological traits is important in the development of agents or drugs that can modulate the activity or function of the human polynucleotide or its encoded polypeptide.
The practice of the present invention employs, unless otherwise indicated, conventional techniques of molecular biology, genetics and molecular evolution, which are within the skill of the art. Such techniques are explained fully in the literature, such as: “Molecular Cloning: A Laboratory Manual”, second edition (Sambrook et al., 1989); “Oligonucleotide Synthesis” (M. J. Gait, ed., 1984); “Current Protocols in Molecular Biology” (F. M. Ausubel et al., eds., 1987); “PCR: The Polymerase Chain Reaction”, (Mullis et al., eds., 1994); “Molecular Evolution”, (Li, 1997).
DEFINITIONS
As used herein, a “polynucleotide” refers to a polymeric form of nucleotides of any length, either ribonucleotides or deoxyribonucleotides, or analogs thereof. This term refers to the primary structure of the molecule, and thus includes double- and single-stranded DNA, as well as double- and single-stranded RNA. It also includes modified polynucleotides such as methylated and/or capped polynucleotides. The terms “polynucleotide” and “nucleotide sequence” are used interchangeably.
As used herein, a “gene” refers to a polynucleotide or portion of a polynucleotide comprising a sequence that encodes a protein. It is well understood in the art that a gene also comprises non-coding sequences, such as 5= and 3=flanking sequences (such as promoters, enhancers, repressors, and other regulatory sequences) as well as introns.
The terms “polypeptide,” “peptide,” and “protein” are used interchangeably herein to refer to polymers of amino acids of any length. These terms also include proteins that are post-translationally modified through reactions that include glycosylation, acetylation and phosphorylation.
A “physiological condition” is a term well-understood in the art and means any condition or state that can be measured and/or observed. A “physiological condition” includes, but is not limited to, a physical condition, such as degree of body fat, alopecia (baldness), acne or enhanced breast development; life-expectancy; disease states (which include susceptibility and/or resistance to diseases), such as cancer or infectious diseases. Examples of physiological conditions are provided below (see, e.g., definitions of “human medically relevant medical condition”, “human commercially relevant condition”, “medically relevant evolved trait”, and “commercially relevant evolved trait”) and throughout the specification, and it is understood that these terms and examples refer to a physiological condition. A physiological condition may be, but is not necessarily, the result of multiple factors, any of which in turn may be considered a physiological condition. A physiological condition which is “present” in a human or non-human primate occurs within a given population, and includes those physiological conditions which are unique and/or enhanced in a given population when compared to another population.
The terms “human medically relevant condition” or “human commercially relevant condition” are used herein to refer to human conditions for which medical or non-medical intervention is desired.
The term “medically relevant evolved trait” is used herein to refer to traits that have evolved in humans or non-human primates whose analysis could provide information (e.g., physical or biochemical data) relevant to the development of a human medical treatment.
The term “commercially relevant evolved trait” is used herein to refer to traits that have evolved in humans or non-human primates whose analysis could provide information (e.g., physical or biochemical data) relevant to the development of a medical or non-medical product or treatment for human use.
The term “K A /K S -type methods” means methods that evaluate differences, frequently (but not always) shown as a ratio, between the number of nonsynonymous substitutions and synonymous substitutions in homologous genes (including the more rigorous methods that determine non-synonymous and synonymous sites). These methods are designated using several systems of nomenclature, including but not limited to K A /K S , d N /d s , D N /D s .
The terms “evolutionarily significant change” or “adaptive evolutionary change” refers to one or more nucleotide or peptide sequence change(s) between two species that may be attributed to a positive selective pressure. One method for determining the presence of an evolutionarily significant change is to apply a K A /K S -type analytical method, such as to measure a K A /K S ratio. Typically, a K A /K S ratio at least about 0.75, more preferably at least about 1.0, more preferably at least about 1.25, more preferably at least about 1.5 and most preferably at least about 2.0 indicates the action of positive selection and is considered to be an evolutionarily significant change.
Strictly speaking, only K A /K S ratios greater than 1.0 are indicative of positive selection. It is commonly accepted that the ESTs in GenBank® and other public databases often suffer from some degree of sequencing error, and even a few incorrect nucleotides can influence K A /K S scores. Thus, all pairwise comparisons that involve public ESTs must be undertaken with care. Due to the errors inherent in the publicly available databases, it is possible that these errors could depress a K A /K S ratio below 1.0. For this reason, K A /K S ratios between 0.75 and 1.0 should be examined carefully in order to determine whether or not a sequencing error has obscured evidence of positive selection. Such errors may be discovered through sequencing methods that are designed to be highly accurate.
The term “positive evolutionarily significant change” means an evolutionarily significant change in a particular species that results in an adaptive change that is positive as compared to other related species. Examples of positive evolutionarily significant changes are changes that have resulted in enhanced cognitive abilities or enhanced or unique physiological conditions in humans and adaptive changes in chimpanzees that have resulted in the ability of the chimpanzees infected with HIV or HCV to be resistant to progression of the infection.
The term “enhanced breast development” refers to the enlarged breasts observed in humans relative to non-human primates. The enlarged human breast has increased adipose, duct and/or gland tissue relative to other primates, and develops prior to first pregnancy and lactation.
The term “resistant” means that an organism, such as a chimpanzee, exhibits an ability to avoid, or diminish the extent of, a disease condition and/or development of the disease, preferably when compared to non-resistant organisms, typically humans. For example, a chimpanzee is resistant to certain impacts of HCV, HIV and other viral infections, and/or it does not develop the ultimate disease (chronic hepatitis or AIDS, respectively).
The term “susceptibility” means that an organism, such as a human, fails to avoid, or diminish the extent of a disease condition and/or development of the disease condition, preferably when compared to an organism that is known to be resistant, such as a non-human primate, such as chimpanzee. For example, a human is susceptible to certain impacts of HCV, HIV and other viral infections and/or development of the ultimate disease (chronic hepatitis or AIDS).
It is understood that resistance and susceptibility vary from individual to individual, and that, for purposes of this invention, these terms also apply to a group of individuals within a species, and comparisons of resistance and susceptibility generally refer to overall, average differences between species, although intra-specific comparisons may be used.
The term “homologous” or “homologue” or “ortholog” is known and well understood in the art and refers to related sequences that share a common ancestor and is determined based on degree of sequence identity. These terms describe the relationship between a gene found in one species and the corresponding or equivalent gene in another species. For purposes of this invention homologous sequences are compared.
“Homologous sequences” or “homologues” or “orthologs” are thought, believed, or known to be functionally related. A functional relationship may be indicated in any one of a number of ways, including, but not limited to, (a) degree of sequence identity; (b) same or same or similar biological function. Preferably, both (a) and (b) are indicated. The degree of sequence identity may vary, but is preferably at least 50% (when using standard sequence alignment programs known in the art), more preferably at least 60%, more preferably at least about 75%, more preferably at least about 85%. Homology can be determined using software programs readily available in the art, such as those discussed in Current Protocols in Molecular Biology (F. M. Ausubel et al., eds., 1987) Supplement 30, section 7.718, Table 7.71. Preferred alignment programs are MacVector (Oxford Molecular Ltd, Oxford, U.K.) and ALIGN Plus (Scientific and Educational Software, Pennsylvania). Another preferred alignment program is Sequencher (Gene Codes, Ann Arbor, Mich.), using default parameters.
The term “nucleotide change” refers to nucleotide substitution, deletion, and/or insertion, as is well understood in the art.
The term “human protein-coding nucleotide sequence” which is “associated with susceptibility to AIDS” as used herein refers to a human nucleotide sequence that encodes a protein that is associated with HIV dissemination (within the organism, i.e., intra-organism infectivity), propagation and/or development of AIDS. Due to the extensive research in the mechanisms underlying progression from HIV infection to the development of AIDS, a number of candidate human genes are believed or known to be associated with one or more of these phenomena. A polynucleotide (including any polypeptide encoded therein) sequence associated with susceptibility to AIDS is one which is either known or implicated to play a role in HIV dissemination, replication, and/or subsequent progression to full-blown AIDS. Examples of such candidate genes are provided below.
“AIDS resistant” means that an organism, such as a chimpanzee, exhibits an ability to avoid, or diminish the extent of, the result of HIV infection (such as propagation and dissemination) and/or development of AIDS, preferably when compared to AIDS-susceptible humans.
“Susceptibility” to AIDS means that an organism, such as a human, fails to avoid, or diminish the extent of, the result of HIV infection (such as propagation and dissemination) and/or development of AIDS, preferably when compared to an organism that is known to be AIDS resistant, such as a non-human primate, such as chimpanzee.
The term “human protein-coding nucleotide sequence” which is “associated with susceptibility to HCV infection” as used herein refers to a human nucleotide sequence that encodes a polypeptide that is associated with HCV dissemination (within the organism, i.e., intra-organism infectivity), propagation and/or development of chronic hepatitis. Candidate human genes are believed or known to be associated with human susceptibility to HCV infection. A polynucleotide (including any polypeptide encoded therein) sequence associated with susceptibility to chronic hepatitis is one which is either known or implicated to play a role in HCV dissemination, replication, and/or subsequent progression to chronic hepatitis or hepatocellular carcinoma. One example of a polynucleotide associated with susceptibility is human p44 exon 2.
“HCV resistant” means that an organism, such as a chimpanzee, exhibits an ability to avoid, or diminish the extent of, the result of HCV infection (such as propagation and dissemination) and/or development of chronic hepatitis, preferably when compared to HCV-susceptible humans.
“Susceptibility” to HCV infection means that an organism, such as a human, fails to avoid, or diminish the extent of, the result of HCV infection (such as propagation and dissemination) and/or development of chronic hepatitis, preferably when compared to an organism that is known to be HCV infection resistant, such as a non-human primate, such as chimpanzee.
The term “brain protein-coding nucleotide sequence” as used herein refers to a nucleotide sequence expressed in the brain that encodes a protein. One example of the “brain protein-coding nucleotide sequence” is a brain cDNA sequence.
As used herein, the term “brain functions unique or enhanced in humans” or “unique functional capabilities of the human brain” or “brain functional capability that is unique or enhanced in humans” refers to any brain function, either in kind or in degree, that is identified and/or observed to be enhanced in humans compared to other non-human primates. Such brain functions include, but are not limited to high capacity information information processing, storage and retrieval capabilities, creativity, memory, language abilities, brain-mediated emotional response, locomotion, pain/pleasure sensation, olfaction, and temperament.
“Housekeeping genes” is a term well understood in the art and means those genes associated with general cell function, including but not limited to growth, division, stasis, metabolism, and/or death. “Housekeeping” genes generally perform functions found in more than one cell type. In contrast, cell-specific genes generally perform functions in a particular cell type (such as neurons) and/or class (such as neural cells).
The term “agent”, as used herein, means a biological or chemical compound such as a simple or complex organic or inorganic molecule, a peptide, a protein or an oligonucleotide. A vast array of compounds can be synthesized, for example oligomers, such as oligopeptides and oligonucleotides, and synthetic organic and inorganic compounds based on various core structures, and these are also included in the term “agent”. In addition, various natural sources can provide compounds for screening, such as plant or animal extracts, and the like. Compounds can be tested singly or in combination with one another.
The term “to modulate function” of a polynucleotide or a polypeptide means that the function of the polynucleotide or polypeptide is altered when compared to not adding an agent. Modulation may occur on any level that affects function. A polynucleotide or polypeptide function may be direct or indirect, and measured directly or indirectly.
A “function of a polynucleotide” includes, but is not limited to, replication; translation; and expression pattern(s). A polynucleotide function also includes functions associated with a polypeptide encoded within the polynucleotide. For example, an agent which acts on a polynucleotide and affects protein expression, conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), regulation and/or other aspects of protein structure or function is considered to have modulated polynucleotide function.
A “function of a polypeptide” includes, but is not limited to, conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), and/or other aspects of protein structure or functions. For example, an agent that acts on a polypeptide and affects its conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), and/or other aspects of protein structure or functions is considered to have modulated polypeptide function. The ways that an effective agent can act to modulate the function of a polypeptide include, but are not limited to 1) changing the conformation, folding or other physical characteristics; 2) changing the binding strength to its natural ligand or changing the specificity of binding to ligands; and 3) altering the activity of the polypeptide.
The terms “modulate susceptibility to development of AIDS” and “modulate resistance to development of AIDS”, as used herein, include modulating intra-organism cell-to-cell transmission or infectivity of HIV. The terms further include reducing susceptibility to development of AIDS and/or cell-to-cell transmission or infectivity of HIV. The terms further include increasing resistance to development of AIDS and/or cell-to-cell transmission or infectivity of HIV. One means of assessing whether an agent is one that modulates susceptibility or resistance to development of AIDS is to determine whether at least one index of HIV susceptibility is affected, using a cell-based system as described herein, as compared with an appropriate control. Indicia of HIV susceptibility include, but are not limited to, cell-to-cell transmission of the virus, as measured by total number of cells infected with HIV and syncytia formation.
The terms “modulate susceptibility to HCV infection” and “modulate resistance to HCV infection”, as used herein, include modulating intra-organism cell-to-cell transmission or infectivity of HCV. The terms further include reducing susceptibility to development of chronic hepatitis and/or cell-to-cell transmission or infectivity of HCV. The terms further include increasing resistance to infection by HCV and/or cell-to-cell transmission or infectivity of HCV. One means of assessing whether an agent is one that modulates susceptibility or resistance to development of HCV-associated chronic hepatitis is to determine whether at least one index of HCV susceptibility is affected, using a cell-based system as described herein, as compared with an appropriate control. Indicia of Indicia of HCV susceptibility include, but are not limited to, cell-to-cell transmission of the virus, as measured by total number of cells infected with HCV.
The term “target site” means a location in a polypeptide which can be one or more amino acids and/or is a part of a structural and/or functional motif, e.g., a binding site, a dimerization domain, or a catalytic active site. It also includes a location in a polynucleotide where there is one or more non-synonymous nucleotide changes in a protein coding region, or may also refer to a regulatory region of a positively selected gene. Target sites may be a useful for direct or indirect interaction with an agent, such as a therapeutic agent.
The term “molecular difference” includes any structural and/or functional difference. Methods to detect such differences, as well as examples of such differences, are described herein.
A “functional effect” is a term well known in the art, and means any effect which is exhibited on any level of activity, whether direct or indirect.
An agent that interacts with human p44 polypeptide to form a complex that “mimics the structure” of chimpanzee or other non-human primate p44 polypeptide means that the interaction of the agent with the human p44 polypeptide results in a complex whose three-dimensional structure more closely approximates the three-dimensional structure of the chimpanzee or non-human p44 polypeptide, relative to the human p44 polypeptide alone.
An agent that interacts with human p44 polypeptide to form a complex that “mimics the function” of chimpanzee or other non-human primate p44 polypeptide means that the complex of human p44 polypeptide and agent attain a biological function or enhance a biological function that is characteristic of the chimpanzee or other non-human primate p44 polypeptide, relative to the human p44 polypeptide alone. Such biological function of chimpanzee p44 polypeptide includes, without limitation, microtubule assembly following HCV infection, and resistance to HCV infection of hepatocytes.
General Procedures Known in the Art
For the purposes of this invention, the source of the human and non-human polynucleotide can be any suitable source, e.g., genomic sequences or cDNA sequences. Preferably, cDNA sequences from human and a non-human primate are compared. Human protein-coding sequences can be obtained from public databases such as the Genome Sequence Data Bank and GenBank. These databases serve as repositories of the molecular sequence data generated by ongoing research efforts. Alternatively, human protein-coding sequences may be obtained from, for example, sequencing of cDNA reverse transcribed from mRNA expressed in human cells, or after PCR amplification, according to methods well known in the art. Alternatively, human genomic sequences may be used for sequence comparison. Human genomic sequences can be obtained from public databases or from a sequencing of commercially available human genomic DNA libraries or from genomic DNA, after PCR.
The non-human primate protein-coding sequences can be obtained by, for example, sequencing cDNA clones that are randomly selected from a non-human primate cDNA library. The non-human primate cDNA library can be constructed from total mRNA expressed in a primate cell using standard techniques in the art. In some embodiments, the cDNA is prepared from mRNA obtained from a tissue at a determined developmental stage, or a tissue obtained after the primate has been subjected to certain environmental conditions. cDNA libraries used for the sequence comparison of the present invention can be constructed using conventional cDNA library construction techniques that are explained fully in the literature of the art. Total mRNAs are used as templates to reverse-transcribe cDNAs. Transcribed cDNAs are subcloned into appropriate vectors to establish a cDNA library. The established cDNA library can be maximized for full-length cDNA contents, although less than full-length cDNAs may be used. Furthermore, the sequence frequency can be normalized according to, for example, Bonaldo et al. (1996) Genome Research 6:791-806. cDNA clones randomly selected from the constructed cDNA library can be sequenced using standard automated sequencing techniques. Preferably, full-length cDNA clones are used for sequencing. Either the entire or a large portion of cDNA clones from a Either the entire or a large portion of cDNA clones from a cDNA library may be sequenced, although it is also possible to practice some embodiments of the invention by sequencing as little as a single cDNA, or several cDNA clones.
In one preferred embodiment of the present invention, non-human primate cDNA clones to be sequenced can be pre-selected according to their expression specificity. In order to select cDNAs corresponding to active genes that are specifically expressed, the cDNAs can be subject to subtraction hybridization using mRNAs obtained from other organs, tissues or cells of the same animal. Under certain hybridization conditions with appropriate stringency and concentration, those cDNAs that hybridize with non-tissue specific mRNAs and thus likely represent “housekeeping” genes will be excluded from the cDNA pool. Accordingly, remaining cDNAs to be sequenced are more likely to be associated with tissue-specific functions. For the purpose of subtraction hybridization, non-tissue-specific mRNAs can be obtained from one organ, or preferably from a combination of different organs and cells. The amount of non-tissue-specific mRNAs are maximized to saturate the tissue-specific cDNAs.
Alternatively, information from online public databases can be used to select or give priority to cDNAs that are more likely to be associated with specific functions. For example, the non-human primate cDNA candidates for sequencing can be selected by PCR using primers designed from candidate human cDNA sequence. Candidate human cDNA sequences are, for example, those that are only found in a specific tissue, such as brain or breast, or that correspond to genes likely to be important in the specific function, such as brain function or breast tissue adipose or glandular development. Such human tissue-specific cDNA sequences can be obtained by searching online human sequence databases such as GenBank, in which information with respect to the expression profile and/or biological activity for cDNA sequences are specified.
Sequences of non-human primate (for example, from an AIDS- or HCV-resistant non-human primate) homologue(s) to a known human gene may be obtained using methods standard in the art, such as from public databases such as GenBank or PCR methods (using, for example, GeneAmp PCR System 9700 thermocyclers (Applied Biosystems, Inc.)). For example non-human primate cDNA candidates for sequencing can be selected by PCR using primers designed from candidate human cDNA sequences. For PCR, primers may be made from the human sequences using standard methods in the art, including publicly available primer design programs such as PRIMER7 (Whitehead Institute). The sequence amplified may then be sequenced using standard methods and equipment in the art, such as automated sequencers (Applied Biosystems, Inc.).
General Methods of the Invention
The general method of the invention is as follows. Briefly, nucleotide sequences are obtained from a human source and a non-human source. The human and non-human nucleotide sequences are compared to one another to identify sequences that are homologous. The homologous sequences are analyzed to identify those that have nucleic acid sequence differences between the two species. Then molecular evolution analysis is conducted to evaluate quantitatively and qualitatively the evolutionary significance of the differences. For genes that have been positively selected between two species, e.g., human and chimp, it is useful to determine whether the difference occurs in other non-human primates. Next, the sequence is characterized in terms of molecular/genetic identity and biological function. Finally, the information can be used to identify agents useful in diagnosis and treatment of human medically or commercially relevant conditions.
The general methods of the invention entail comparing human protein-coding nucleotide sequences to protein-coding nucleotide sequences of a non-human, preferably a primate, and most preferably a chimpanzee. Examples of other non-human primates are bonobo, gorilla, orangutan, gibbon, Old World monkeys, and New World monkeys. A phylogenetic tree for primates within the hominoid group is depicted in FIG. 1 . Bioinformatics is applied to the comparison and sequences are selected that contain a nucleotide change or changes that is/are evolutionarily significant change(s). The invention enables the identification of genes that have evolved to confer some evolutionary advantage and the identification of the specific evolved changes.
Protein-coding sequences of human and another non-human primate are compared to identify homologous sequences. Protein-coding sequences known to or suspected of having a specific biological function may serve as the starting point for the comparison. Any appropriate mechanism for completing this comparison is contemplated by this invention. Alignment may be performed manually or by software (examples of suitable alignment programs are known in the art). Preferably, protein-coding sequences from a non-human primate are compared to human sequences via database searches, e.g., BLAST searches. The high scoring “hits,” i.e., sequences that show a significant similarity after BLAST analysis, will be retrieved and analyzed. Sequences showing a significant similarity can be those having at least about 60%, at least about 75%, at least about 80%, at least about 85%, or at least about 90% sequence identity. Preferably, sequences showing greater than about 80% identity are further analyzed. The homologous sequences identified via database searching can be aligned in their entirety using sequence alignment methods and programs that are known and available in the art, such as the commonly used simple alignment program CLUSTAL V by Higgins et al. (1992) CABIOS 8:189-191.
Alternatively, the sequencing and homologous comparison of protein-coding sequences between human and a non-human primate may be performed simultaneously by using the newly developed sequencing chip technology. See, for example, Rava et al. U.S. Pat. No. 5,545,531.
The aligned protein-coding sequences of human and another non-human primate are analyzed to identify nucleotide sequence differences at particular sites. Again, any suitable method for achieving this analysis is contemplated by this invention. If there are no nucleotide sequence differences, the non-human primate protein coding sequence is not usually further analyzed. The detected sequence changes are generally, and preferably, initially checked for accuracy. Preferably, the initial checking comprises performing one or more of the following steps, any and all of which are known in the art: (a) finding the points where there are changes between the non-human primate and human sequences; (b) checking the sequence fluorogram (chromatogram) to determine if the bases that appear the bases that appear unique to non-human primate correspond to strong, clear signals specific for the called base; (c) checking the human hits to see if there is more than one human sequence that corresponds to a sequence change. Multiple human sequence entries for the same gene that have the same nucleotide at a position where there is a different nucleotide in a non-human primate sequence provides independent support that the human sequence is accurate, and that the change is significant. Such changes are examined using public database information and the genetic code to determine whether these nucleotide sequence changes result in a change in the amino acid sequence of the encoded protein. As the definition of “nucleotide change” makes clear, the present invention encompasses at least one nucleotide change, either a substitution, a deletion or an insertion, in a human protein-coding polynucleotide sequence as compared to corresponding sequence from a non-human primate. Preferably, the change is a nucleotide substitution. More preferably, more than one substitution is present in the identified human sequence and is subjected to molecular evolution analysis.
Any of several different molecular evolution analyses or K A /K S -type methods can be employed to evaluate quantitatively and qualitatively the evolutionary significance of the identified nucleotide changes between human gene sequences and that of a non-human primate. Kreitman and Akashi (1995) Annu. Rev. Ecol. Syst. 26:403-422; Li, Molecular Evolution , Sinauer Associates, Sunderland, Mass., 1997. For example, positive selection on proteins (i.e., molecular-level adaptive evolution) can be detected in protein-coding genes by pairwise comparisons of the ratios of nonsynonymous nucleotide substitutions per nonsynonymous site (K A ) to synonymous substitutions per synonymous site (K S ) (Li et al., 1985; Li, 1993). Any comparison of K A and K S may be used, although it is particularly convenient and most effective to compare these two variables as a ratio. Sequences are identified by exhibiting a statistically significant difference between K A and K S using standard statistical methods.
Preferably, the K A /K S analysis by Li et al. is used to carry out the present invention, although other analysis programs that can detect positively selected genes between species can also be used. Li et al. (1985) Mol. Biol. Evol. 2:150-174; Li (1993); see also J. Mol . see also J. Mol. Evol. 36:96-99; Messier and Stewart (1997) Nature 385:151-154; Nei (1987) Molecular Evolutionary Genetics (New York, Columbia University Press). The K A /K S method, which comprises a comparison of the rate of non-synonymous substitutions per non-synonymous site with the rate of synonymous substitutions per synonymous site between homologous protein-coding region of genes in terms of a ratio, is used to identify sequence substitutions that may be driven by adaptive selections as opposed to neutral selections during evolution. A synonymous (“silent”) substitution is one that, owing to the degeneracy of the genetic code, makes no change to the amino acid sequence encoded; a non-synonymous substitution results in an amino acid replacement. The extent of each type of change can be estimated as K A and K S , respectively, the numbers of synonymous substitutions per synonymous site and non-synonymous substitutions per non-synonymous site. Calculations of K A /K S may be performed manually or by using software. An example of a suitable program is MEGA (Molecular Genetics Institute, Pennsylvania State University).
For the purpose of estimating K A and K S , either complete or partial human protein-coding sequences are used to calculate total numbers of synonymous and non-synonymous substitutions, as well as non-synonymous and synonymous sites. The length of the polynucleotide sequence analyzed can be any appropriate length. Preferably, the entire coding sequence is compared, in order to determine any and all significant changes. Publicly available computer programs, such as Li93 (Li (1993) J. Mol. Evol. 36:96-99) or INA, can be used to calculate the K A and K S values for all pairwise comparisons. This analysis can be farther adapted to examine sequences in a “sliding window” fashion such that small numbers of important changes are not masked by the whole sequence. “Sliding window” refers to examination of consecutive, overlapping subsections of the gene (the subsections can be of any length).
The comparison of non-synonymous and synonymous substitution rates is represented by the K A /K S ratio. K A /K S has been shown to be a reflection of the degree to which adaptive evolution has been at work in the sequence under study. Full length or partial segments of a coding sequence can be used for the K A /K s analysis. The higher the K A /K S ratio, the more likely that a sequence has undergone adaptive evolution and the non-synonymous substitutions are evolutionarily significant. See, for example, Messier and Stewart (1997). Preferably, the K A /K S ratio is at least about 0.75, more preferably at least about 1.0, more preferably at least about 1.25, more preferably at least about 1.50, or more preferably at least about 2.00. Preferably, statistical analysis is performed on all elevated K A /K S ratios, including, but not limited to, standard methods such as Student=s t-test and likelihood ratio tests described by Yang (1998) Mol. Biol. Evol. 37:441-456.
K A /K S ratios significantly greater than unity strongly suggest that positive selection has fixed greater numbers of amino acid replacements than can be expected as a result of chance alone, and is in contrast to the commonly observed pattern in which the ratio is less than or equal to one. Nei (1987); Hughes and Hei (1988) Nature 335:167-170; Messier and Stewart (1994) Current Biol. 4:911-913; Kreitman and Akashi (1995) Ann. Rev. Ecol. Syst. 26:403-422; Messier and Stewart (1997). Ratios less than one generally signify the role of negative, or purifying selection: there is strong pressure on the primary structure of functional, effective proteins to remain unchanged.
All methods for calculating K A /K S ratios are based on a pairwise comparison of the number of nonsynonymous substitutions per nonsynonymous site to the number of synonymous substitutions per synonymous site for the protein-coding regions of homologous genes from related species. Each method implements different corrections for estimating “multiple hits” (i.e., more than one nucleotide substitution at the same site). Each method also uses different models for how DNA sequences change over evolutionary time. Thus, preferably, a combination of results from different algorithms is used to increase the level of sensitivity for detection of positively-selected genes and confidence in the result.
Preferably, K A /K S ratios should be calculated for orthologous gene pairs, as opposed to paralogous gene pairs (i.e., a gene which results from speciation, as opposed to a gene that is the result of gene duplication) Messier and Stewart (1997). This distinction may be made by performing additional comparisons with other non-human primates, such as gorilla and orangutan, which allows for phylogenetic tree-building. Orthologous genes Orthologous genes when used in tree-building will yield the known “species tree”, i.e., will produce a tree that recovers the known biological tree. In contrast, paralogous genes will yield trees which will violate the known biological tree.
It is understood that the methods described herein could lead to the identification of human polynucleotide sequences that are functionally related to human protein-coding sequences. Such sequences may include, but are not limited to, non-coding sequences or coding sequences that do not encode human proteins. These related sequences can be, for example, physically adjacent to the human protein-coding sequences in the human genome, such as introns or 5=- and 3=-flanking sequences (including control elements such as promoters and enhancers). These related sequences may be obtained via searching a public human genome database such as GenBank or, alternatively, by screening and sequencing a human genomic library with a protein-coding sequence as probe. Methods and techniques for obtaining non-coding sequences using related coding sequence are well known to one skilled in the art.
The evolutionarily significant nucleotide changes, which are detected by molecular evolution analysis such as the K A /K S analysis, can be further assessed for their unique occurrence in humans (or the non-human primate) or the extent to which these changes are unique in humans (or the non-human primate). For example, the identified changes can be tested for presence/absence in other non-human primate sequences. The sequences with at least one evolutionarily significant change between human and one non-human primate can be used as primers for PCR analysis of other non-human primate protein-coding sequences, and resulting polynucleotides are sequenced to see whether the same change is present in other non-human primates. These comparisons allow further discrimination as to whether the adaptive evolutionary changes are unique to the human lineage as compared to other non-human primates or whether the adaptive change is unique to the non-human primates (i.e., chimpanzee) as compared to humans and other non-human primates. A nucleotide change that is detected in human but not other primates more likely represents a human adaptive evolutionary change. Alternatively, a nucleotide change that is detected in a non-human primate (i.e., chimpanzee) that is not detected in humans or other non-human detected in humans or other non-human primates likely represents a chimpanzee adaptive evolutionary change. Other non-human primates used for comparison can be selected based on their phylogenetic relationships with human. Closely related primates can be those within the hominoid sublineage, such as chimpanzee, bonobo, gorilla, and orangutan. Non-human primates can also be those that are outside the hominoid group and thus not so closely related to human, such as the Old World monkeys and New World monkeys. Statistical significance of such comparisons may be determined using established available programs, e.g., t-test as used by Messier and Stewart (1997) Nature 385:151-154. Those genes showing statistically high K A /K S ratios are very likely to have undergone adaptive evolution.
Sequences with significant changes can be used as probes in genomes from different human populations to see whether the sequence changes are shared by more than one human population. Gene sequences from different human populations can be obtained from databases made available by, for example, the Human Genome Project, the human genome diversity project or, alternatively, from direct sequencing of PCR-amplified DNA from a number of unrelated, diverse human populations. The presence of the identified changes in different human populations would further indicate the evolutionary significance of the changes. Chimpanzee sequences with significant changes can be obtained and evaluated using similar methods to determine whether the sequence changes are shared among many chimpanzees.
Sequences with significant changes between species can be further characterized in terms of their molecular/genetic identities and biological functions, using methods and techniques known to those of ordinary skill in the art. For example, the sequences can be located genetically and physically within the human genome using publicly available bio-informatics programs. The newly identified significant changes within the nucleotide sequence may suggest a potential role of the gene in human evolution and a potential association with human-unique functional capabilities. The putative gene with the identified sequences may be further characterized by, for example, homologue searching. Shared homology of the putative gene with a known gene may indicate a similar biological biological role or function. Another exemplary method of characterizing a putative gene sequence is on the basis of known sequence motifs. Certain sequence patterns are known to code for regions of proteins having specific biological characteristics such as signal sequences, DNA binding domains, or transmembrane domains.
The identified human sequences with significant changes can also be further evaluated by looking at where the gene is expressed in terms of tissue- or cell type-specificity. For example, the identified coding sequences can be used as probes to perform in situ mRNA hybridization that will reveal the expression patterns of the sequences. Genes that are expressed in certain tissues may be better candidates as being associated with important human functions associated with that tissue, for example brain tissue. The timing of the gene expression during each stage of human development can also be determined.
As another exemplary method of sequence characterization, the functional roles of the identified nucleotide sequences with significant changes can be assessed by conducting functional assays for different alleles of an identified gene in a model system, such as yeast, nematode, Drosophila , and mouse. Model systems may be cell-based or in viva, such as transgenic animals or animals with chimeric organs or tissues. Preferably, the transgenic mouse or chimeric organ mouse system is used. Methods of making cell-based systems and/or transgenic/chimeric animal systems are known in the art and need not be described in detail herein.
As another exemplary method of sequence characterization, the use of computer programs allows modeling and visualizing the three-dimensional structure of the homologous proteins from human and chimpanzee. Specific, exact knowledge of which amino acids have been replaced in a primate's protein(s) allows detection of structural changes that may be associated with functional differences. Thus, use of modeling techniques is closely associated with identification of functional roles discussed in the previous paragraph. The use of individual or combinations of these techniques constitutes part of the present invention. For example, chimpanzee ICAM-3 contains a glutamine residue (Q101) at the site in which human ICAM-3 contains a proline (P101). The human The human protein is known to bend sharply at this point. Replacement of the proline by glutamine in the chimpanzee protein is likely to result in a much less sharp bend at this point. This has clear implications for packaging of the ICAM-3 chimpanzee protein into HIV virions.
Likewise, chimpanzee p44 has been found to contain an exon (exon2) having several evolutionarily significant nucleotide changes relative to human p44 exon 2. The nonsynonymous changes and corresponding amino acid changes in chimpanzee p44 polypeptide are believed to confer HCV resistance to the chimpanzee. The mechanism may involve enhanced p44 microtubule assembly in hepatocytes.
The sequences identified by the methods described herein have significant uses in diagnosis and treatment of medically or commercially relevant human conditions. Accordingly, the present invention provides methods for identifying agents that are useful in modulating human-unique or human-enhanced functional capabilities and/or correcting defects in these capabilities using these sequences. These methods employ, for example, screening techniques known in the art, such as in vitro systems, cell-based expression systems and transgenic/chimeric animal systems. The approach provided by the present invention not only identifies rapidly evolved genes, but indicates modulations that can be made to the protein that may not be too toxic because they exist in another species.
Screening Methods
The present invention also provides screening methods using the polynucleotides and polypeptides identified and characterized using the above-described methods. These screening methods are useful for identifying agents which may modulate the function(s) of the polynucleotides or polypeptides in a manner that would be useful for a human treatment. Generally, the methods entail contacting at least one agent to be tested with either a cell that has been transfected with a polynucleotide sequence identified by the methods described above, or a preparation of the polypeptide encoded by such polynucleotide sequence, wherein an agent is identified by its ability to modulate function of either the polynucleotide sequence or the polypeptide.
As used herein, the term “agent” means a biological or chemical compound such as as a simple or complex organic or inorganic molecule, a peptide, a protein or an oligonucleotide. A vast array of compounds can be synthesized, for example oligomers, such as oligopeptides and oligonucleotides, and synthetic organic and inorganic compounds based on various core structures, and these are also included in the term “agent”. In addition, various natural sources can provide compounds for screening, such as plant or animal extracts, and the like. Compounds can be tested singly or in combination with one another.
To “modulate function” of a polynucleotide or a polypeptide means that the function of the polynucleotide or polypeptide is altered when compared to not adding an agent. Modulation may occur on any level that affects function. A polynucleotide or polypeptide function may be direct or indirect, and measured directly or indirectly. A “function” of a polynucleotide includes, but is not limited to, replication, translation, and expression pattern(s). A polynucleotide function also includes functions associated with a polypeptide encoded within the polynucleotide. For example, an agent which acts on a polynucleotide and affects protein expression, conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), regulation and/or other aspects of protein structure or function is considered to have modulated polynucleotide function. The ways that an effective agent can act to modulate the expression of a polynucleotide include, but are not limited to 1) modifying binding of a transcription factor to a transcription factor responsive element in the polynucleotide; 2) modifying the interaction between two transcription factors necessary for expression of the polynucleotide; 3) altering the ability of a transcription factor necessary for expression of the polynucleotide to enter the nucleus; 4) inhibiting the activation of a transcription factor involved in transcription of the polynucleotide; 5) modifying a cell-surface receptor which normally interacts with a ligand and whose binding of the ligand results in expression of the polynucleotide; 6) inhibiting the inactivation of a component of the signal transduction cascade that leads to expression of the polynucleotide; and 7) enhancing the activation of a transcription factor involved in transcription of the polynucleotide.
A “function” of a polypeptide includes, but is not limited to, conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), and/or other aspects of protein structure or functions. For example, an agent that acts on a polypeptide and affects its conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), and/or other aspects of protein structure or functions is considered to have modulated polypeptide function. The ways that an effective agent can act to modulate the function of a polypeptide include, but are not limited to 1) changing the conformation, folding or other physical characteristics; 2) changing the binding strength to its natural ligand or changing the specificity of binding to ligands; and 3) altering the activity of the polypeptide.
A “function” of a polynucleotide includes its expression, i.e., transcription and/or translation. It can also include (without limitation) its conformation, folding and binding to other moieties.
Generally, the choice of agents to be screened is governed by several parameters, such as the particular polynucleotide or polypeptide target, its perceived function, its three-dimensional structure (if known or surmised), and other aspects of rational drug design. Techniques of combinatorial chemistry can also be used to generate numerous permutations of candidates. Those of skill in the art can devise and/or obtain suitable agents for testing.
The in vivo screening assays described herein may have several advantages over conventional drug screening assays: 1) if an agent must enter a cell to achieve a desired therapeutic effect, an in vivo assay can give an indication as to whether the agent can enter a cell; 2) an in vivo screening assay can identify agents that, in the state in which they are added to the assay system are ineffective to elicit at least one characteristic which is associated with modulation of polynucleotide or polypeptide function, but that are modified by cellular components once inside a cell in such a way that they become effective agents; 3) most importantly, an in vivo assay system allows identification of agents affecting any component of a pathway that ultimately results in characteristics that are associated with polynucleotide or polypeptide function.
In general, screening can be performed by adding an agent to a sample of appropriate cells which have been transfected with a polynucleotide identified using the methods of the present invention, and monitoring the effect, i.e., modulation of a function of the polynucleotide or the polypeptide encoded within the polynucleotide. The experiment preferably includes a control sample which does not receive the candidate agent. The treated and untreated cells are then compared by any suitable phenotypic criteria, including but not limited to microscopic analysis, viability testing, ability to replicate, histological examination, the level of a particular RNA or polypeptide associated with the cells, the level of enzymatic activity expressed by the cells or cell lysates, the interactions of the cells when exposed to infectious agents, such as HIV, and the ability of the cells to interact with other cells or compounds. For example, the transfected cells can be exposed to the agent to be tested and, before, during, or after treatment with the agent, the cells can be infected with a virus, such as HCV or HIV, and tested for any indication of susceptibility of the cells to viral infection, including, for example, susceptibility of the cells to cell-to-cell viral infection, replication of the virus, production of a viral protein, and/or syncytia formation following infection with the virus. Differences between treated and untreated cells indicate effects attributable to the candidate agent. Optimally, the agent has a greater effect on experimental cells than on control cells. Appropriate host cells include, but are not limited to, eukaryotic cells, preferably mammalian cells. The choice of cell will at least partially depend on the nature of the assay contemplated.
To test for agents that upregulate the expression of a polynucleotide, a suitable host cell transfected with a polynucleotide of interest, such that the polynucleotide is expressed (as used herein, expression includes transcription and/or translation) is contacted with an agent to be tested. An agent would be tested for its ability to result in increased expression of mRNA and/or polypeptide. Methods of making vectors and transfection are well known in the art. “Transfection” encompasses any method of introducing the exogenous sequence, including, for example, lipofection, transduction, infection or electroporation. infection or electroporation. The exogenous polynucleotide may be maintained as a non-integrated vector such as a plasmid) or may be integrated into the host genome.
To identify agents that specifically activate transcription, transcription regulatory regions could be linked to a reporter gene and the construct added to an appropriate host cell. As used herein, the term “reporter gene” means a gene that encodes a gene product that can be identified (i.e., a reporter protein). Reporter genes include, but are not limited to, alkaline phosphatase, chloramphenicol acetyltransferase, (3-galactosidase, luciferase and green fluorescence protein (GFP). Identification methods for the products of reporter genes include, but are not limited to, enzymatic assays and fluorimetric assays. Reporter genes and assays to detect their products are well known in the art and are described, for example in Ausubel et al. (1987) and periodic updates. Reporter genes, reporter gene assays, and reagent kits are also readily available from commercial sources. Examples of appropriate cells include, but are not limited to, fungal, yeast, mammalian, and other eukaryotic cells. A practitioner of ordinary skill will be well acquainted with techniques for transfecting eukaryotic cells, including the preparation of a suitable vector, such as a viral vector; conveying the vector into the cell, such as by electroporation; and selecting cells that have been transformed, such as by using a reporter or drug sensitivity element. The effect of an agent on transcription from the regulatory region in these constructs would be assessed through the activity of the reporter gene product.
Besides the increase in expression under conditions in which it is normally repressed mentioned above, expression could be decreased when it would normally be maintained or increased. An agent could accomplish this through a decrease in transcription rate and the reporter gene system described above would be a means to assay for this. The host cells to assess such agents would need to be permissive for expression.
Cells transcribing mRNA (from the polynucleotide of interest) could be used to identify agents that specifically modulate the half-life of mRNA and/or the translation of mRNA. Such cells would also be used to assess the effect of an agent on the processing and/or post-translational modification of the polypeptide. An agent could modulate the amount of polypeptide in a cell by modifying the turnover (i.e., increase or decrease the half-life) of the polypeptide. The specificity of the agent with regard to the mRNA and polypeptide would be determined by examining the products in the absence of the agent and by examining the products of unrelated mRNAs and polypeptides. Methods to examine mRNA half-life, protein processing, and protein turn-over are well know to those skilled in the art.
In vivo screening methods could also be useful in the identification of agents that modulate polypeptide function through the interaction with the polypeptide directly. Such agents could block normal polypeptide-ligand interactions, if any, or could enhance or stabilize such interactions. Such agents could also alter a conformation of the polypeptide. The effect of the agent could be determined using immunoprecipitation reactions. Appropriate antibodies would be used to precipitate the polypeptide and any protein tightly associated with it. By comparing the polypeptides immunoprecipitated from treated cells and from untreated cells, an agent could be identified that would augment or inhibit polypeptide-ligand interactions, if any. Polypeptide-ligand interactions could also be assessed using cross-linking reagents that convert a close, but noncovalent interaction between polypeptides into a covalent interaction. Techniques to examine protein-protein interactions are well known to those skilled in the art. Techniques to assess protein conformation are also well known to those skilled in the art.
It is also understood that screening methods can involve in vitro methods, such as cell-free transcription or translation systems. In those systems, transcription or translation is allowed to occur, and an agent is tested for its ability to modulate function. For an assay that determines whether an agent modulates the translation of mRNA or a polynucleotide, an in vitro transcription/translation system may be used. These systems are available commercially and provide an in vitro means to produce mRNA corresponding to a polynucleotide sequence of interest. After mRNA is made, it can be translated in vitro and the translation products compared. Comparison of translation products between an in vitro expression system that does not contain any agent (negative control) with an in vitro expression system that does contain an agent indicates whether the agent is affecting the agent is affecting translation. Comparison of translation products between control and test polynucleotides indicates whether the agent, if acting on this level, is selectively affecting translation (as opposed to affecting translation in a general, non-selective or non-specific fashion). The modulation of polypeptide function can be accomplished in many ways including, but not limited to, the in vivo and in vitro assays listed above as well as in in vitro assays using protein preparations. Polypeptides can be extracted and/or purified from natural or recombinant sources to create protein preparations. An agent can be added to a sample of a protein preparation and the effect monitored; that is whether and how the agent acts on a polypeptide and affects its conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), and/or other aspects of protein structure or functions is considered to have modulated polypeptide function.
In an example for an assay for an agent that binds to a polypeptide encoded by a polynucleotide identified by the methods described herein, a polypeptide is first recombinantly expressed in a prokaryotic or eukaryotic expression system as a native or as a fusion protein in which a polypeptide (encoded by a polynucleotide identified as described above) is conjugated with a well-characterized epitope or protein. Recombinant polypeptide is then purified by, for instance, immunoprecipitation using appropriate antibodies or anti-epitope antibodies or by binding to immobilized ligand of the conjugate. An affinity column made of polypeptide or fusion protein is then used to screen a mixture of compounds which have been appropriately labeled. Suitable labels include, but are not limited to fluorochromes, radioisotopes, enzymes and chemiluminescent compounds. The unbound and bound compounds can be separated by washes using various conditions (e.g. high salt, detergent) that are routinely employed by those skilled in the art. Non-specific binding to the affinity column can be minimized by pre-clearing the compound mixture using an affinity column containing merely the conjugate or the epitope. Similar methods can be used for screening for an agent(s) that competes for binding to polypeptides. In addition to affinity chromatography, there are other techniques such as measuring the change of melting temperature or the fluorescence anisotropy of a protein which will anisotropy of a protein which will change upon binding another molecule. For example, a BIAcore assay using a sensor chip (supplied by Pharmacia Biosensor, Stitt et al. (1995) Cell 80: 661-670) that is covalently coupled to polypeptide may be performed to determine the binding activity of different agents.
It is also understood that the in vitro screening methods of this invention include structural, or rational, drug design, in which the amino acid sequence, three-dimensional atomic structure or other property (or properties) of a polypeptide provides a basis for designing an agent which is expected to bind to a polypeptide. Generally, the design and/or choice of agents in this context is governed by several parameters, such as side-by-side comparison of the structures of a human and homologous non-human primate polypeptides, the perceived function of the polypeptide target, its three-dimensional structure (if known or surmised), and other aspects of rational drug design. Techniques of combinatorial chemistry can also be used to generate numerous permutations of candidate agents.
Also contemplated in screening methods of the invention are transgenic animal systems and animal models containing chimeric organs or tissues, which are known in the art.
The screening methods described above represent primary screens, designed to detect any agent that may exhibit activity that modulates the function of a polynucleotide or polypeptide. The skilled artisan will recognize that secondary tests will likely be necessary in order to evaluate an agent further. For example, a secondary screen may comprise testing the agent(s) in an infectivity assay using mice and other animal models (such as rat), which are known in the art. In addition, a cytotoxicity assay would be performed as a further corroboration that an agent which tested positive in a primary screen would be suitable for use in living organisms. Any assay for cytotoxicity would be suitable for this purpose, including, for example the MTT assay (Promega).
The invention also includes agents identified by the screening methods described herein.
Methods Useful for Identifying Positively Selected Non-Human Traits
In one aspect of the invention, a non-human primate polynucleotide or polypeptide has undergone natural selection that resulted in a positive evolutionarily significant change (i.e., the non-human primate polynucleotide or polypeptide has a positive attribute not present in humans). In this aspect of the invention, the positively selected polynucleotide or polypeptide may be associated with susceptibility or resistance to certain diseases or with other commercially relevant traits. Examples of this embodiment include, but are not limited to, polynucleotides and polypeptides that have been positively selected in non-human primates, preferably chimpanzees, that may be associated with susceptibility or resistance to infectious diseases, cancer, or acne or may be associated with aesthetic conditions of interest to humans, such as hair growth or muscle mass. An example of this embodiment includes polynucleotides and polypeptides associated with the susceptibility or resistance to HIV progression to AIDS. The present invention can thus be useful in gaining insight into the molecular mechanisms that underlie resistance to HIV infection progressing to development of AIDS, providing information that can also be useful in discovering and/or designing agents such as drugs that prevent and/or delay development of AIDS. For example, CD59, which has been identified as a leukocyte and erythrocyte protein whose function is to protect these cells from the complement arm of the body=s MAC (membrane attack complex) defense system (Merl et al. (1996) Biochem. J. 616:923-935), has been found to be positively selected in the chimpanzee (see Example 16). It is believed that the CD59 found in chimpanzees confers a resistance to the progression of AIDS that is not found in humans. Thus, the positively selected chimpanzee CD59 can serve in the development of agents or drugs that are useful in arresting the progression of AIDS in humans, as is described in the Examples.
Another example involves the p44 polynucleotides and polypeptides associated with resistance to HCV infection in chimpanzees. This discovery can be useful in discerning the molecular mechanisms that underlie resistance to HCV infection progression to chronic hepatitis and/or hepatocellular carcinoma in chimpanzees, and in providing information useful in the discovery and/or design of agents that prevent and/or delay chronic hepatitis or hepatocellular carcinoma.
Commercially relevant examples include, but are not limited to, polynucleotides and polypeptides that are positively selected in non-human primates that may be associated with aesthetic traits, such as hair growth, acne, or muscle mass.
Accordingly, in one aspect, the invention provides methods for identifying a polynucleotide sequence encoding a polypeptide, wherein said polypeptide may be associated with a medically or commercially relevant positive evolutionarily significant change. The method comprises the steps of: (a) comparing human protein-coding nucleotide sequences to protein-coding nucleotide sequences of a non-human primate; and (b) selecting a non-human primate polynucleotide sequence that contains at least one nucleotide change as compared to corresponding sequence of the human, wherein said change is evolutionarily significant. The sequences identified by this method may be further characterized and/or analyzed for their possible association with biologically or medically relevant functions unique or enhanced in non-human primates.
Methods Useful for Identifying Positively Selected Human Traits
This invention specifically provides methods for identifying human polynucleotide and polypeptide sequences that may be associated with unique or enhanced functional capabilities or traits of the human, for example, brain function or longer life span. More particularly, these methods identify those genetic sequences that may be associated with capabilities that are unique or enhanced in humans, including, but not limited to, brain functions such as high capacity information processing, storage and retrieval capabilities, creativity, and language abilities. Moreover, these methods identify those sequences that may be associated to other brain functional features with respect to which the human brain performs at enhanced levels as compared to other non-human primates; these differences may include brain-mediated emotional response, locomotion, pain/pleasure sensation, olfaction, temperament and longer life span.
In this method, the general methods of the invention are applied as described above. Generally, the methods described herein entail (a) comparing human protein-coding polynucleotide sequences to that of a non-human primate; and (b) selecting those human protein-coding polynucleotide sequences having evolutionarily significant changes that may be associated with unique or enhanced functional capabilities of the human as compared to that of the non-human primate.
In this embodiment, the human sequence includes the evolutionarily significant change (i.e., the human sequence differs from more than one non-human primate species sequence in a manner that suggests that such a change is in response to a selective pressure). The identity and function of the protein encoded by the gene that contains the evolutionarily significant change is characterized and a determination is made whether or not the protein can be involved in a unique or enhanced human function. If the protein is involved in a unique or enhanced human function, the information is used in a manner to identify agents that can supplement or otherwise modulate the unique or enhanced human function.
As a non-limiting example of the invention, identifying the genetic (i.e., nucleotide sequence) differences underlying the functional uniqueness of human brain may provide a basis for designing agents that can modulate human brain functions and/or help correct functional defects. These sequences could also be used in developing diagnostic reagents and/or biomedical research tools. The invention also provides methods for a large-scale comparison of human brain protein-coding sequences with those from a non-human primate.
The identified human sequence changes can be used in establishing a database of candidate human genes that may be involved in human brain function. Candidates are ranked as to the likelihood that the gene is responsible for the unique or enhanced functional capabilities found in the human brain compared to chimpanzee or other non-human primates. Moreover, the database not only provides an ordered collection of candidate genes, it also provides the precise molecular sequence differences that exist between human and chimpanzee (and other non-human primates), and thus defines the changes that underlie the functional differences. This information can be useful in the identification of potential sites on the protein that may serve as useful targets for pharmaceutical agents.
Accordingly, the present invention also provides methods for correlating an evolutionarily significant nucleotide change to a brain functional capability that is unique or enhanced in humans, comprising (a) identifying a human nucleotide sequence according to the methods described above; and (b) analyzing the functional effect of the presence or absence of the identified sequence in a model system.
Further studies can be carried out to confirm putative function. For example, the putative function can be assayed in appropriate in vitro assays using transiently or stably transfected mammalian cells in culture, or using mammalian cells transfected with an antisense clone to inhibit expression of the identified polynucleotide to assess the effect of the absence of expression of its encoded polypeptide. Studies such as one-hybrid and two-hybrid studies can be conducted to determine, for example, what other macromolecules the polypeptide interacts with. Transgenic nematodes or Drosophila can be used for various functional assays, including behavioral studies. The appropriate studies depend on the nature of the identified polynucleotide and the polypeptide encoded within the polynucleotide, and would be obvious to those skilled in the art.
The present invention also provides polynucleotides and polypeptides identified by the methods of the present invention. In one embodiment, the present invention provides an isolated AATYK nucleotide sequence selected from the group consisting of nucleotides 2180-2329 of SEQ ID NO:14, nucleotides 2978-3478 of SEQ ID NO:14, and nucleotides 3380-3988 of SEQ ID NO:14; and an isolated nucleotide sequence having at least 85% homology to a nucleotide sequence of any of the preceding sequences.
In another embodiment, the invention provides an isolated AATYK polypeptide selected from the group consisting of a polypeptide encoded by a nucleotide sequence selected from the group consisting of SEQ ID NO:17 and SEQ ID NO:18; wherein said encoding is based on the open reading frame (ORF) of SEQ ID NO:14, and a polypeptide encoded by a nucleotide sequence having at least 85% homology to a nucleotide sequence selected from the group consisting of SEQ ID NO:17 and SEQ ID NO:18; wherein said encoding is based on the open reading frame of SEQ ID NO:14.
In a further embodiment, the present invention provides an isolated AATYK polypeptide selected from the group consisting of a polypeptide encoded by a nucleotide sequence selected from the group consisting of nucleotides 1-501 of SEQ ID NO:17, nucleotides 1-150 of SEQ ID NO:17, nucleotides 100-249 of SEQ ID NO:17, nucleotides 202-351 of SEQ ID NO:17, nucleotides 301-450 of SEQ ID NO:17, nucleotides 799-948 of SEQ ID NO:17, nucleotides 901-1050 of SEQ ID NO:17, nucleotides 799-1299 of SEQ ID NO:17, and nucleotides 1201-1809 of SEQ ID NO:17; wherein said encoding is based on the open reading frame of SEQ ID NO:14; and a polypeptide encoded by a nucleotide sequence having at least 85% homology to any of the preceding nucleotide sequences.
In still another embodiment, the invention provides an isolated polypeptide selected from the group consisting of a polypeptide encoded by a nucleotide sequence selected from the group consisting of nucleotides 1-501 of SEQ ID NO:18, nucleotides 799-1299 of SEQ ID NO:18, and nucleotides 1201-1809 of SEQ ID NO:18; wherein said encoding is based on the open reading frame of SEQ ID NO:14; and a polypeptide encoded by a nucleotide sequence having at least 85% homology to nucleotides 1-501 of SEQ ID NO:18, nucleotides 799-1299 of SEQ ID NO:18, and nucleotides 1201-1809 of SEQ ID NO:18.
In another embodiment, the invention provides an isolated polynucleotide comprising SEQ ID NO:17, wherein the coding capacity of the nucleic acid molecule is based on the open reading frame of SEQ ID NO:14. In a preferred embodiment, the polynucleotide is a Pan troglodytes polynucleotide.
In another embodiment, the invention provides an isolated polynucleotide comprising SEQ ID NO:18, wherein the coding capacity of the nucleic acid molecule is based on the open reading frame of SEQ ID NO:14. In a preferred embodiment, the polynucleotide is a Gorilla gorilla polynucleotide.
In some embodiments, the polynucleotide or polypeptide having 85% homology to an isolated AATYK polynucleotide or polypeptide of the present invention is a homolog, homolog, which, when compared to a non-human primate, yields a K A /K S ratio of at least 0.75, at least 1.00, at least 1.25, at least 1.50, or at least 2.00.
In other embodiments, the polynucleotide or polypeptide having 55% homology to an isolated AATYK polynucleotide or polypeptide of the present invention is a homolog which is capable of performing the function of the natural AATYK polynucleotide or polypeptide in a functional assay. Suitable assays for assessing the function of an ATTYK polynucleotide or polypeptide include a neuronal differentiation assay such as that described by Raghunath, et al., Brain Res Mol Brain Res . (2000) 77:151-62, or a tyrosine phosphorylation assay such as that described in Tomomura, et al., Oncogene (2001) 20(9):1022-32. The phrase “capable of performing the function of the natural AATYK polynucleotide or polypeptide in a functional assay” means that the polynucleotide or polypeptide has at least about 10% of the activity of the natural polynucleotide or polypeptide in the functional assay. In other preferred embodiments, has at least about 20% of the activity of the natural polynucleotide or polypeptide in the functional assay. In other preferred embodiments, has at least about 30% of the activity of the natural polynucleotide or polypeptide in the functional assay. In other preferred embodiments, has at least about 40% of the activity of the natural polynucleotide or polypeptide in the functional assay. In other preferred embodiments, has at least about 50% of the activity of the natural polynucleotide or polypeptide in the functional assay. In other preferred embodiments, the polynucleotide or polypeptide has at least about 60% of the activity of the natural polynucleotide or polypeptide in the functional assay. In more preferred embodiments, the polynucleotide or polypeptide has at least about 70% of the activity of the natural polynucleotide or polypeptide in the functional assay. In more preferred embodiments, the polynucleotide or polypeptide has at least about 80% of the activity of the natural polynucleotide or polypeptide in the functional assay. In more preferred embodiments, the polynucleotide or polypeptide has at least about 90% of the activity of the natural polynucleotide or polypeptide in the functional assay.
Description of the AIDS Embodiment (An Example of a Positively Selected Non-Human Trait)
The AIDS (Acquired Immune Deficiency Syndrome) epidemic has been estimated to threaten 30 million people world-wide (UNAIDS/WHO, 1998, “Report on the global HIV/AIDS epidemic”). Well over a million people are infected in developed countries, and in parts of sub-Saharan Africa, 1 in 4 adults now carries the virus (UNAIDS/WHO, 1998). Although efforts to develop vaccines are underway, near term prospects for successful vaccines are grim. Baiter and Cohen (1998) Science 281:159-160; Baltimore and Heilman (1998) Scientific Am. 279:98-103. Further complicating the development of therapeutics is the rapid mutation rate of HIV (the human immunodeficiency virus which is responsible for AIDS), which generates rapid changes in viral proteins. These changes ultimately allow the virus to escape current therapies, which target viral proteins. Dobkin (1998) Inf Med. 15(3):159. Even drug cocktails which initially showed great promise are subject to the emergence of drug-resistant mutants. Baiter and Cohen (1998); Dobkin (1998). Thus, there is still a serious need for development of therapies which delay or prevent progression of AIDS in HIV-infected individuals. Chun et al. (1997) Proc. Natl. Acad. Sci. USA 94:13193-13197; Dobkin (1998).
Human=s closest relatives, chimpanzees ( Pan troglodytes ), have unexpectedly proven to be poor models for the study of the disease processes following infection with HIV-1. Novembre et al. (1997); J. Virol. 71(5):4086-4091. Once infected with HIV-1, chimpanzees display resistance to progression of the disease. To date, only one chimpanzee individual is known to have developed full-blown AIDS, although more than 100 captive chimpanzees have been infected. Novembre et al. (1997); Villinger et al. (1997) J. Med. Primatol. 26(1-2):11-18. Clearly, an understanding of the mechanism(s) that confer resistance to progression of the disease in chimpanzees may prove invaluable for efforts to develop therapeutic agents for HIV-infected humans.
It is generally believed that wild chimpanzee populations harbored the HIV-1 virus (perhaps for millennia) prior to its recent cross-species transmission to humans. Dube et al., (1994); Virology 202:379-389; Zhu and Ho (1995) Nature 374:503-504; Zhu et al. et al. (1998); Quinn (1994) Proc. Natl. Acad. Sci. USA 91:2407-2414. During this extended period, viral/host co-evolution has apparently resulted in accommodation, explaining chimpanzee resistance to AIDS progression. Burnet and White (1972); Natural History of Infectious Disease (Cambridge, Cambridge Univ. Press); Ewald (1991) Hum. Nat. 2(i):1-30. All references cited herein are hereby incorporated by reference in their entirety.
One aspect of this invention arises from the observations that (a) because chimpanzees ( Pan troglodytes ) have displayed resistance to development of AIDS although susceptible to HIV infection (Alter et al. (1984) Science 226:549-552; Fultz et al. (1986) J. Virol. 58:116-124; Novembre et al. (1997) J. Virol. 71(5):4086-4091), while humans are susceptible to developing this devastating disease, certain genes in chimpanzees may contribute to this resistance; and (b) it is possible to evaluate whether changes in human genes when compared to homologous genes from other species (such as chimpanzee) are evolutionarily significant (i.e., indicating positive selective pressure). Thus, protein coding polynucleotides may contain sequence changes that are found in chimpanzees (as well as other AIDS-resistant primates) but not in humans, likely as a result of positive adaptive selection during evolution. Furthermore, such evolutionarily significant changes in polynucleotide and polypeptide sequences may be attributed to an AIDS-resistant non-human primate=s (such as chimpanzee) ability to resist development of AIDS. The methods of this invention employ selective comparative analysis to identify candidate genes which may be associated with susceptibility or resistance to AIDS, which may provide new host targets for therapeutic intervention as well as specific information on the changes that evolved to confer resistance. Development of therapeutic approaches that involve host proteins (as opposed to viral proteins and/or mechanisms) may delay or even avoid the emergence of resistant viral mutants. The invention also provides screening methods using the sequences and structural differences identified.
This invention provides methods for identifying human polynucleotide and polypeptide sequences that may be associated with susceptibility to post-infection development of AIDS. Conversely, the invention also provides methods for identifying polynucleotide and polypeptide sequences from an AIDS-resistant non-human primate (such as chimpanzee) that may be associated with resistance to development of AIDS. Identifying the genetic (i.e., nucleotide sequence) and the resulting protein structural and biochemical differences underlying susceptibility or resistance to development of AIDS will likely provide a basis for discovering and/or designing agents that can provide prevention and/or therapy for HIV infection progressing to AIDS. These differences could also be used in developing diagnostic reagents and/or biomedical research tools. For example, identification of proteins which confer resistance may allow development of diagnostic reagents or biomedical research tools based upon the disruption of the disease pathway of which the resistant protein plays a part.
Generally, the methods described herein entail (a) comparing human protein-coding polynucleotide sequences to that of an AIDS resistant non-human primate (such as chimpanzee), wherein the human protein coding polynucleotide sequence is associated with development of AIDS; and (b) selecting those human protein-coding polynucleotide sequences having evolutionarily significant changes that may be associated with susceptibility to development of AIDS. In another embodiment, the methods entail (a) comparing human protein-coding polynucleotide sequences to that of an AIDS-resistant non-human primate (such as chimpanzee), wherein the human protein coding polynucleotide sequence is associated with development of AIDS; and (b) selecting those non-human primate protein-coding polynucleotide sequences having evolutionarily significant changes that may be associated with resistance to development of AIDS.
As is evident, the methods described herein can be applied to other infectious diseases. For example, the methods could be used in a situation in which a non-human primate is known or believed to have harbored the infectious disease for a significant period (i.e., a sufficient time to have allowed positive selection) and is resistant to development of the disease. Thus, in other embodiments, the invention provides methods for identifying a polynucleotide sequence encoding a polypeptide, wherein said polypeptide may be associated with resistance to development of an infectious disease, comprising the steps of: (a) comparing infectious disease-resistant non-human primate protein coding sequences to human protein coding sequences, wherein the human protein coding sequence is associated with development of the infectious disease; and (b) selecting an infectious disease-resistant non-human primate sequence that contains at least one nucleotide change as compared to the corresponding human sequence, wherein the nucleotide change is evolutionarily significant. In another embodiment, the invention provides methods for identifying a human polynucleotide sequence encoding a polypeptide, wherein said polypeptide may be associated with susceptibility to development of an infectious disease, comprising the steps of: (a) comparing human protein coding sequences to protein-coding polynucleotide sequences of an infectious disease-resistant non-human primate, wherein the human protein coding sequence is associated with development of the infectious disease; and (b) selecting a human polynucleotide sequence that contains at least one nucleotide change as compared to the corresponding sequence of an infectious disease-resistant non-human primate, wherein the nucleotide change is evolutionarily significant.
In the present invention, human sequences to be compared with a homologue from an AIDS-resistant non-human primate are selected based on their known or implicated association with HIV propagation (i.e., replication), dissemination and/or subsequent progression to AIDS. Such knowledge is obtained, for example, from published literature and/or public databases (including sequence databases such as GenBank). Because the pathway involved in development of AIDS (including viral replication) involves many genes, a number of suitable candidates may be tested using the methods of this invention. Table 1 contains a exemplary list of genes to be examined. The sequences are generally known in the art.
TABLE 1
Sample List of Human Genes to be/have been Examined
Gene
Function
eIF-5A
intiation factor
hPC6A
protease
hPC6B
protease
P56 lck
Signal transduction
FK506-binding protein
Immunophilin
calnexin
?
Bax
PCD promoter
bcl-2
apoptosis inhibitor
lck
tyrosine kinase
MAPK (mitogen activated protein kinase)
protein kinase
CD43
sialoglycoprotein
CCR2B
chemokine receptor
CCR3
chemokine receptor
Bonzo
chemokine receptor
BOB
chemokine receptor
GPR1
chemokine receptor
stromal-derived factor-1 (SDF-1)
chemokine
tumor-necrosis factor-α (TNF-α)
PCD promoter
TNF-receptor II (TNFRII)
receptor
interferon γ (IFN-γ)
cytokine
interleukin 1 α(IL-1 α)
cytokine
interleukin 1 β(IL-1 β)
cytokine
interleukin 2 (IL-2)
cytokine
interleukin 4 (IL-4)
cytokine
interleukin 6 (IL-6)
cytokine
interleukin 10 (IL-10)
cytokine
interleukin 13 (IL-13)
cytokine
B7
signaling protein
macrophage colony-stimulating factor
cytokine
(M-CSF)
granulocyte-macrophage colony-stimulating
cytokine
factor
phosphatidylinositol 3-kinase (PI 3-kinase)
kinase
phosphatidylinositol 4-kinase (PI 4-kinase)
kinase
HLA class I α chain
histocompatibility antigen
β 2 microglobulin
lymphocyte antigen
CD55
decay-accelerating factor
CD63
glycoprotein antigen
CD71
?
interferon α (IFN-α)
cytokine
CD44
cell adhesion
CD8
glycoprotein
Genes already examined (13)
ICAM-1
Immune system
ICAM-2
Immune system
ICAM-3
Immune system
leukocyte associated function 1 molecule α
Immune system
(LFA-1)
leukocyte associated function 1 molecule β
Immune system
(LFA-1)
Mac-1 α
Immune system
Mac-1 β (equivalent to LFA-1β)
Immune system
DC-SIGN
Immune system
CD59
complement protein
CXCR4
chemokine receptor
CCR5
chemokine receptor
MIP-1α
chemokine
MIP-1β
chemokine
RANTES
chemokine
Aligned protein-coding sequences of human and an AIDS resistant non-human primate such as chimpanzee are analyzed to identify nucleotide sequence differences at particular sites. The detected sequence changes are generally, and preferably, initially checked for accuracy as described above. The evolutionarily significant nucleotide changes, which are detected by molecular evolution analysis such as the K A /K S analysis, can be further assessed to determine whether the non-human primate gene or the human gene has been subjected to positive selection. For example, the identified changes can be tested for presence/absence in other AIDS- resistant non-human primate sequences. The sequences with at least one evolutionarily significant change between human and one AIDS-resistant non-human primate can be used as primers for PCR analysis of other non-human primate protein-coding sequences, and resulting polynucleotides are sequenced to see whether the same change is present in other non-human primates. These comparisons allow further discrimination as to whether the adaptive evolutionary changes are unique to the AIDS-resistant non-human primate (such as chimpanzee) as compared to other non-human primates. For example, a nucleotide change that is detected in chimpanzee but not other primates more likely represents positive selection on the chimpanzee gene. Other non-human primates used for comparison can be selected based on their phylogenetic relationships with human. Closely related primates can be those within the hominoid sublineage, such as chimpanzee, bonobo, gorilla, and orangutan. Non-human primates can also be those that are outside the hominoid group and thus not so closely related to human, such as the Old World monkeys and New World monkeys. Statistical significance of such comparisons may be determined using established available programs, e.g., t-test as used by Messier and Stewart (1997) Nature 385:151-154.
Furthermore, sequences with significant changes can be used as probes in genomes from different humans to see whether the sequence changes are shared by more than one individual. For example, certain individuals are slower to progress to AIDS (“slow progressers”) and comparison (a) between a chimpanzee sequence and the homologous sequence from the slow-progresser human individual and/or (b) between an AIDS-susceptible individual and a slow-progresser individual would be of interest. Gene sequences from different human populations can be obtained from databases made available by, for example, the human genome diversity project or, alternatively, from direct sequencing of PCR-amplified DNA from a number of unrelated, diverse human populations. The presence of the identified changes in human slow progressers would further indicate the evolutionary significance of the changes.
As is exemplified herein, the CD59 protein, which has been associated with the chimpanzee=s resistance to the progression of AIDS, exhibits an evolutionarily significant nucleotide change relative to human CD59. CD59 (also known as protectin, 1F-5Ag, H19, HRF20, MACIF, MIRL and P-18) is expressed on peripheral blood leukocytes and erythrocytes, and functions to restrict lysis of human cells by complement (Meri et al. (1996) Biochem. J. 316:923). More specifically, CD59 acts as an inhibitor of membrane attack complexes, which are complement proteins that make hole-like lesions in the cell in the cell membranes. Thus, CD59 protects the cells of the body from the complement arm of its own defense system (Meri et al., supra). The chimpanzee homolog of this protein was examined because the human homolog has been implicated in the progression of AIDS in infected individuals. It has been shown that CD59 is one of the host cell derived proteins that is selectively taken up by HIV virions (Frank et al. (1996) AIDS 10:1611). Additionally, it has been shown that HIV virions that have incorporated host cell CD59 are protected from the action of complement. Thus, in humans, HIV uses CD59 to protect itself from attack by the victim=s immune system, and thus to further the course of infection. As is theorized in the examples, positively-selected chimpanzee CD59 may constitute the adaptive change that inhibits disease progression. The virus may be unable to usurp the chimpanzee=s CD59 protective role, thereby rendering the virus susceptible to the chimpanzee=s immune system.
As is further exemplified herein, the DC-SIGN protein has also been determined to be positively selected in the chimpanzee as compared to humans and gorilla. DC-SIGN is expressed on dendritic cells and has been documented to provide a mechanism for travel of the HIV-1 virus to the lymph nodes where it infects undifferentiated T cells (Geijtenbeek, T. B. H. et al. (2000) Cell 100:587-597). Infection of the T cells ultimately leads to compromise of the immune system and subsequently to full-blown AIDS. The HIV-1 virus binds to the extracellular portion of DC-SIGN, and then gains access to the T cells via their CD4 proteins. DC-SIGN has as its ligand ICAM-3, which has a very high K A /K S ratio. It may be that the positive selection on chimpanzee ICAM-3 was a result of compensatory changes to permit continued binding to DC-SIGN. As is theorized in the examples, positively-selected chimpanzee DC-SIGN may constitute another adaptive change that inhibits disease progression. Upon resolution of the three-dimensional structure of chimpanzee DC-SIGN and identification of the mechanism by which HIV-1 is prevented from binding to DC-SIGN, it may be possible to design drugs to mimic the effects of chimpanzee DC-SIGN without disrupting the normal functions of human DC-SIGN.
Description of the HCV Embodiment (An Example of a Positively Selected Non-Human Trait)
Some four million Americans are infected with the hepatitis C virus (HCV), and worldwide, the number approaches 40 million (Associated Press, Mar. 11, 1999). Many of these victims are unaware of the infection, which can lead to hepatocellular carcinoma. This disease is nearly always fatal. Roughly 14,500 Americans die each year as a result of the effects of hepatocellular carcinoma (Associated Press, Mar. 11, 1999). Thus identification of therapeutic agents that can ameliorate the effects of chronic infection are valuable both from an ethical and commercial viewpoint.
The chimpanzee is the only organism, other than humans, known to be susceptible to HCV infection (Lanford, R. E. et al. (1991) J. Med. Virol. 34:148-153). While the original host population for HCV has not yet been documented, it is likely that the virus must have originated in either humans or chimpanzees, the only two known susceptible species. It is known that the continent-of-origin for HCV is Africa (personal communication, A. Siddiqui, University of Colorado Health Science Center, Denver). If the chimpanzee population were the original host for HCV, as many HCV researchers believe (personal communication, A. Siddiqui, University of Colorado Health Science Center), then, as is known to be true for the HIV virus, chimpanzees would likely have evolved resistance to the virus. This hypothesis is supported by the well-documented observation that HCV-infected chimpanzees are refractory to the hepatic damage that often occurs in hepatitis C-infected humans (Walker, C. M (1997) Springer Semin. Immunopathol. 19:85-98; McClure, H. M., pp. 121-133 in The Role of the Chimpanzee in Research , ed. by Eder, G. et al., 1994, Basel: Karger; Agnello, V. et al. (1998) Hepatology 28:573-584). In fact, although in 2% of HCV-infected humans, the disease course leads to hepatocellular carcinoma, HCV-infected chimpanzees do not develop these tumors (Walker, C. M (1997) Springer Semin. Immunopathol. 19:85-98). Further support for the hypothesis that chimpanzees were the original host population, and that they have, as a result of prolonged experience with the virus, evolved resistance to the ravages of HCV-induced disease, is added by the observation that HCV-infected chimpanzees in general chimpanzees in general have a milder disease course (i.e., not simply restricted to hepatic effects) than do humans (Lanford, R. E. et al. (1991) J. Med. Virol. 34:148-153; and Walker, C. M (1997) Springer Semin. Immunopathol. 19:85-98).
As is exemplified herein, the p44 gene in chimpanzees has been positively selected relative to its human homolog. The p44 protein was first identified in liver tissues of chimpanzees experimentally infected with HCV (Shimizu, Y. et al. (1985) PNAS USA 82:2138).
The p44 gene, and the protein it codes for, represents a potential therapeutic target, or alternatively a route to a therapeutic, for humans who are chronically infected with hepatitis C. The protein coded for by this gene in chimpanzees is known to be up-regulated in chimpanzee livers after experimental infection of captive chimpanzees (Takahashi, K. et al. (1990) J. Gen. Virol. 71:2005-2011). The p44 gene has been shown to be a member of the family of α/β interferon inducible genes (Kitamura, A. et al. (1994) Eur. J. Biochem. 224:877-883). It is suspected that the p44 protein is a mediator in the antiviral activities of interferon.
This is most suggestive, since as noted above, HCV-infected chimpanzees have been documented to be refractory to the hepatic damage that often occurs in HCV-infected humans. The combination of the observations that this protein is only expressed in chimpanzee livers after hepatitis C infection, the fact that chimpanzees are refractory to the hepatic damage that can occur in humans (Agnello, V. et al. (1998) Hepatology 28:573-584), the observation that HCV-infected chimpanzees in general have a milder disease course than do humans, and that the p44 gene has been positively selected in chimpanzees, strongly suggest that the chimpanzee p44 protein confers resistance to hepatic damage in chimpanzees. Whether the protein is responsible for initiating some type of cascade in chimpanzees that fails to occur in infected humans, or whether the selected chimpanzee homolog differs in some critical biochemical functions from its human homolog, is not yet clear. It has been speculated that the milder disease course observed in chimpanzees may be due in part to lower levels of viral replication (Lanford, R. E. et al. (1991) J. Med. Viral. 34:148-153).
This invention includes the medical use of the specific amino acid residues by which chimpanzee p44 differs from human p44. These residues that were positively selected during the period in which chimpanzees evolved an accommodation to the virus, allow the intelligent design of an effective therapeutic approach for chronically HCV-infected humans. Several methods to induce a chimpanzee-like response in infected humans will be apparent to one skilled in the art. Possibilities include the intelligent design of a small molecule therapeutic targeted to the human homolog of the specific amino acid residues selected in chimpanzee evolution. Use of molecular modeling techniques might be valuable here, as one could design a small molecule that causes the human protein to mimic the three-dimensional structure of the chimpanzee protein. Another approach would be the design of a small molecule therapeutic that induces a chimpanzee-like functional response in human p44. Again, this could only be achieved by use of the knowledge obtained by this invention, i.e., which amino acid residues were positively selected to confer resistance to HCV in chimpanzees. Other possibilities will be readily apparent to one skilled in the art.
In addition to screening candidate agents for those that may favorably interact with the human p44 (exon 2) polypeptide so that it may mimic the structure and/or function of chimpanzee p44, the subject invention also concerns the screening of candidate agents that interact with the human p44 polynucleotide promoter, whereby the expression of human p44 may be increased so as to improve the human patient's resistance to HCV infection. Thus, the subject invention includes a method for identifying an agent that modulates expression of a human's p44 polynucleotide, by contacting at least one candidate agent with the human's p44 polynucleotide promoter, and observing whether expression of the human p44 polynucleotide is enhanced. The human p44 promoter has been published in Kitamura et al. (1994) Eur. J. Biochem. 224:877 ( FIG. 4 ).
Description of the Breast Enhancement Embodiment (An Example of a Positively Selected Human Trait)
Relative to non-human primates, female humans exhibit pre-pregnancy, pre-lactation expanded breast tissue. As is discussed in the Examples, this secondary sex characteristic is believed to facilitate evolved behaviors in humans associated with long term pair bonds and long-term rearing of infants. One aspect of this invention concerns identifying those human genes that have been positively selected in the development of enlarged breasts. Specifically, this invention includes a method of determining whether a human polynucleotide sequence which has been associated with enlarged breasts in humans has undergone evolutionarily significant change relative to a non-human primate that does not manifest enlarged breasts, comprising: a) comparing the human polynucleotide sequence with the corresponding non-human primate polynucleotide sequence to identify any nucleotide changes; and b) determining whether the human nucleotide changes are evolutionarily significant.
It has been found that the human BRCA1 gene, which has been associated with normal breast development in humans, has been positively selected relative to the BRCA1 gene of chimpanzees and other non-human primates. The identified evolutionarily significant nucleotide changes could be useful in developing agents that can modulate the function of the BRCA1 gene or protein.
Therapeutic Compositions that Comprise Agents
As described herein, agents can be screened for their capacity to increase or decrease the effectiveness of the positively selected polynucleotide or polypeptide identified according to the subject methods. For example, agents that may be suitable for enhancing breast development may include those which interact directly with the BRCA1 protein or its ligand, or which block inhibitors of BRCA1 protein. Alternatively, an agent may enhance breast development by increasing BRCA1 expression. As the mechanism of BRCA1 is further elucidated, strategies for enhancing its efficacy can be devised.
In another example, agents that may be suitable for reducing the progression of AIDS could include those which directly interact with the human CD59 protein in a manner to make the protein unusable to the HIV virion, possibly by either rendering the human CD59 unsuitable for packing in the virion particle or by changing the orientation of the protein with respect to the cell membrane (or via some other mechanism). The candidate agents can be screened for their capacity to modulate CD59 function using an assay in which the agents are contacted with HIV infected cells which express human CD59, to determine whether syncytia formation or other indicia of the progression of AIDS are reduced. The assay may permit the detection of whether the HIV virion can effectively pack the CD59 and/or utilize the CD59 to inhibit attack by MAC complexes.
One agent that may slow AIDS progression is a human CD59 that has been modified to have multiple GPI links. As described herein, chimp CD59, which contains three GPI links as compared to the single GPI link found in human CD59, slows progression of HIV infections in chimps. Preferably, the modified human CD59 contains three GPI links in tandem.
Another example of an agent that may be suitable for reducing AIDS progression is a compound that directly interacts with human DC-SIGN to reduce its capacity to bind to HIV-1 and transport it to the lymph nodes. Such an agent could bind directly to the HIV-1 binding site on DC-SIGN. The candidate agents can be contacted with dendritic cells expressing DC-SIGN or with a purified extracellular fragment of DC-SIGN and tested for their capacity to inhibit HIV-1 binding.
Various delivery systems are known in the art that can be used to administer agents identified according to the subject methods. Such delivery systems include aqueous solutions, encapsulation in liposomes, microparticles or microcapsules or conjugation to a moiety that facilitates intracellular admission.
Therapeutic compositions comprising agents may be administered parenterally by injection, although other effective administration forms, such as intra-articular injection, inhalant mists, orally-active formulations, transdermal iontophoresis or suppositories are also envisioned. The carrier may contain other pharmacologically-acceptable excipients for modifying or maintaining the pH, osmolarity, viscosity, clarify, color, sterility, stability, stability, rate of dissolution, or odor of the formulation. The carrier may also contain other pharmacologically-acceptable excipients for modifying or maintaining the stability, rate of dissolution, release or absorption of the agent. Such excipients are those substances usually and customarily employed to formulate dosages for parenteral administration in either unit dose or multi-dose form.
Once the therapeutic composition has been formulated, it may be stored in sterile vials as a solution, suspension, gel, emulsion, solid, or dehydrated or lyophilized powder. Such formulations may be stored either in a ready to use form or requiring reconstitution immediately prior to administration. The manner of administering formulations containing agents for systemic delivery may be via subcutaneous, intramuscular, intravenous, intranasal or vaginal or rectal suppository. Alternatively, the formulations may be administered directly to the target organ (e.g., breast).
The amount of agent which will be effective in the treatment of a particular disorder or condition will depend on the nature of the disorder or condition, which can be determined by standard clinical techniques. In addition, in vitro or in vivo assays may optionally be employed to help identify optimal dosage ranges. The precise dose to be employed in the formulation will also depend on the route of administration, and the seriousness or advancement of the disease or condition, and should be decided according to the practitioner and each patient's circumstances. Effective doses may be extrapolated from dose-response curves derived from in vitro or animal model test systems. For example, an effective amount of an agent identified according to the subject methods is readily determined by administering graded doses of a bivalent compound of the invention and observing the desired effect.
Description of a Method for Obtaining Candidate Polynucleotides that may be Associated with Human Diseases, and Diagnostic Methods Derived Therefrom
According to the subject invention, BRCA1 exon 11 is an evolutionarily significant polynucleotide that has undergone positive selection in humans relative to chimpanzees, and is associated with the enhanced breast development observed in humans relative to humans relative to chimpanzees (see Example 14). Exon 11 has also been found to have mutations that are associated with the development of breast cancer. BRCA1 exon 11 mutations are known to be associated with both familial and spontaneous breast cancers (Kachhap, S. K. et al. (2001) Indian J. Exp. Biol. 39(5):391-400; Hadjisavvas, A. et al. (2002) Oncol. Rep. 9(2):383-6; Khoo, U. S. et al. (1999) Oncogene 18(32):4643-6).
Encompassed within the subject invention are methods that are based on the principle that human polynucleotides that are evolutionarily significant relative to a non-human primate, and which are associated with a improved physiological condition in the human, may also be associated with decreased resistance or increased susceptibility to one or more diseases. In one embodiment, mutations in positively selected human BRCA1 polynucleotide exon 11 may be linked to elevated risk of breast, ovarian and/or prostate cancer. This phenomenon may represent a trade-off between enhanced development of one trait and loss or reduction in another trait in polynucleotides encoding polypeptides of multiple functions. In this way, identification of positively selected human polynucleotides can serve to identify a pool of genes that are candidates for susceptibility to human diseases.
Thus, in one embodiment, the subject invention provides a method for obtaining a pool of candidate polynucleotides that are useful in screening for identification of polynucleotides associated with increased susceptibility or decreased resistance to one or more human diseases. The method of identifying the candidate polynucleotides comprises comparing the human polynucleotide sequences with non-human primate polynucleotide sequences to identify any nucleotide changes, and determining whether those nucleotide changes are evolutionarily significant. Evolutionary significance can be determined by any of the methods described herein including the K A /K S method. Because evolutionary significance involves the number of non-silent nucleotide changes over a defined length of polynucleotide, it is the polynucleotide containing the group of nucleotide changes that is referred to herein as “evolutionarily significant.” That is, a single nucleotide change in a human polynucleotide relative to a non-human primate cannot be analyzed for evolutionary significance without considering the length of the polynucleotide and the polynucleotide and the existence or (non-existence) of other non-silent nucleotide changes in the defined polynucleotide. Thus, in referring to an “evolutionarily significant polynucleotide” and the nucleotide changes therein, the size of the polynucleotide is generally considered to be between about 30 and the total number of nucleotides encompassed in the polynucleotide or gene sequence (e.g., up to 3,000-5,000 nucleotides or longer). Further, while individual nucleotide changes cannot be analyzed in isolation as to their evolutionary significance, nucleotide changes that contribute to the evolutionary significance of a polynucleotide are referred to herein as “evolutionarily significant nucleotide changes.”
The subject method further comprises a method of correlating an evolutionarily significant nucleotide change in a candidate polynucleotide to decreased resistance to development of a disease in humans, comprising identifying evolutionarily significant candidate polynucleotides as described herein, and further analyzing the functional effect of the evolutionarily significant nucleotide change(s) in one or more of the candidate polynucleotides in a suitable model system, wherein the presence of a functional effect indicates a correlation between the evolutionarily significant nucleotide change in the candidate polynucleotide and the decreased resistance to development of the disease in humans. As discussed herein, model systems may be cell-based or in vivo. For example, the evolutionarily significant human BRCA1 exon 11 (or variations thereof having fewer evolutionarily significant nucleotide changes) could be transfected or knock-out genomically inserted into mice or non-human primates (e.g., chimpanzees) to determine if it induces the functional effect of breast, ovarian or prostate cancer in the test animals. Such test results would indicate whether specific evolutionarily significant changes in exon 11 are associated with increased incidence of breast, ovarian or prostate cancer.
In addition to evaluating the evolutionarily significant nucleotide changes in candidate polynucleotides for their relevance to development of disease, the subject invention also includes the evaluation of other nucleotide changes of candidate human polynucleotides, such as alleles or mutant polynucleotides, that may be responsible for the development of the disease. For example, the evolutionarily significant BRCA1 exon 11 has a number of allelic or mutant exon 11s in human populations that have been found to be associated with breast, ovarian or prostate cancer (Rosen, E. M. et al. (2001) Cancer Invest. 19(4):396-412; Elit, L. et al. (2001) Int. J. Gynecol. Cancer 11(3):241-3; Shen, D. et al. (2000) J. Natl. Med. Assoc. 92(1):29-35; Khoo, U. S. et al. (1999) Oncogene 18(32):4643-6; Presneau, N. et al. (1998) Hum. Genet. 103(3):334-9; Dong, J. et al. (1998) Hum. Genet. 103(2):154-61; and Xu, C. F. et al. (1997) Genes Chromosomes 18(2):102-10). For example, Grade, K. et al. (1996) J. Cancer Res. Clin. Oncol. 122(11):702-6, report that of 127 human BRCA1 mutations published by 1996, 55% of them are localized in exon 11. Many of the cancer-causing mutations in BRCA1 exon 11 are not considered to be predominantly present in humans, and are therefore not considered to contribute to the evolutionarily significance of BRCA1 exon 11. Polynucleotides that are strongly positively selected for the development of one trait in humans may be hotspots for nucleotide changes (evolutionarily significant or otherwise) that are associated with the development of a disease. Thus, according to the subject invention, identification of candidate polynucleotides that have been positively selected, is a very efficient start to identifying corresponding mutant or allelic polynucleotides associated with a disease.
To identify whether mutants or alleles of evolutionarily significant polynucleotides in humans can be correlated to decreased resistance or increased susceptibility to the disease, the variant polynucleotide can be tested in a suitable model, such as the MCF10a normal human epithelial cell line (Favy, D A et al. (2001) Biochem. Biophys. Res. Commun. 274(1):73-8). This model system for breast cancer can involve transfection of or knock-out genomic insertion into the MCF10a normal human breast epithelial cell line with mutant or allelic BRCA1 exon 11 polynucleotides to determine whether the nucleotide changes in the mutant or allelic polynucleotides result in conversion of the cell line to a neoplastic phenotype, i.e., a phenotype similar to cancer cell lines MCF-7, MDA-MB231 or HBL100 (Favy et al., supra). Additionally, mutants of candidate polynucleotides can be compared to patient genetic data to determine whether, for example, BRCA1 exon 11 mutant nucleotide changes are present in familial and/or and/or sporadic breast, ovarian and/or prostate tumors. In this way, mutations in candidate evolutionarily significant human polynucleotides can be evaluated for their functional effect and their correlation to development of breast, ovarian and/or prostate cancer in humans.
The following examples are provided to further assist those of ordinary skill in the art. Such examples are intended to be illustrative and therefore should not be regarded as limiting the invention. A number of exemplary modifications and variations are described in this application and others will become apparent to those of skill in this art. Such variations are considered to fall within the scope of the invention as described and claimed herein.
EXAMPLES
Example 1
cDNA Library Construction
A chimpanzee cDNA library is constructed using chimpanzee tissue. Total RNA is extracted from the tissue (RNeasy kit, Quiagen; RNAse-free Rapid Total RNA kit, 5 Prime-3 Prime, Inc.) and the integrity and purity of the RNA are determined according to conventional molecular cloning methods. Poly A+ RNA is isolated (Mini-Oligo(dT) Cellulose Spin Columns, 5 Prime-3 Prime, Inc.) and used as template for the reverse-transcription of cDNA with oligo (dT) as a primer. The synthesized cDNA is treated and modified for cloning using commercially available kits. Recombinants are then packaged and propagated in a host cell line. Portions of the packaging mixes are amplified and the remainder retained prior to amplification. The library can be normalized and the numbers of independent recombinants in the library is determined.
Example 2
Sequence Comparison
Suitable primers based on a candidate human gene are prepared and used for PCR amplification of chimpanzee cDNA either from a cDNA library or from cDNA prepared from mRNA. Selected chimpanzee cDNA clones from the cDNA library are sequenced using an automated sequencer, such as an ABI 377. Commonly used primers on the cloning vector such as the M13 Universal and Reverse primers are used to carry out the sequencing. For inserts that are not completely sequenced by end sequencing, dye-labeled terminators are used to fill in remaining gaps.
The detected sequence differences are initially checked for accuracy, for example by finding the points where there are differences between the chimpanzee and human sequences; checking the sequence fluorogram (chromatogram) to determine if the bases that appear unique to human correspond to strong, clear signals specific for the called base; checking the human hits to see if there is more than one human sequence that corresponds to a sequence change; and other methods known in the art, as needed. Multiple human sequence entries for the same gene that have the same nucleotide at a position where there is a different chimpanzee nucleotide provides independent support that the human sequence is accurate, and that the chimpanzee/human difference is real. Such changes are examined using public database information and the genetic code to determine whether these DNA sequence changes result in a change in the amino acid sequence of the encoded protein. The sequences can also be examined by direct sequencing of the encoded protein.
Example 3
Molecular Evolution Analysis
The chimpanzee and human sequences under comparison are subjected to K A /K S analysis. In this analysis, publicly available computer programs, such as Li 93 and INA, are used to determine the number of non-synonymous changes per site (K A ) divided by the number of synonymous changes per site (K S ) for each sequence under study as described above. Full-length coding regions or partial segments of a coding region can be used. The higher the K A /K S ratio, the more likely that a sequence has undergone adaptive evolution. Statistical significance of K A /K S values is determined using established statistic methods and available programs such as the t-test.
To further lend support to the significance of a high K A /K S ratio, the sequence under study can be compared in multiple chimpanzee individuals and in other non-human primates, e.g., gorilla, orangutan, bonobo. These comparisons allow further discrimination discrimination as to whether the adaptive evolutionary changes are unique to the human lineage compared to other non-human primates. The sequences can also be examined by direct sequencing of the gene of interest from representatives of several diverse human populations to assess to what degree the sequence is conserved in the human species.
Example 4
Identification of Positively Selected ICAM-1, ICAM-2 and ICAM-3
Using the methods of the invention described herein, the intercellular adhesion molecules ICAM-1, ICAM-2 and ICAM-3 have been shown to have been strongly positively selected. The ICAM molecules are involved in several immune response interactions and are known to play a role in progression to AIDS in HIV infected humans. The ICAM proteins, members of the Ig superfamily, are ligands for the integrin leukocyte associated function 1 molecule (LFA-1). Makgoba et al. (1988) Nature 331:86-88. LFA-1 is expressed on the surface of most leukocytes, while ICAMs are expressed on the surface of both leukocytes and other cell types. Larson et al. (1989) J. Cell Biol. 108:703-712. ICAM and LFA-1 proteins are involved in several immune response interactions, including T-cell function, and targeting of leukocytes to areas of inflammation. Larson et al. (1989).
Total RNA was prepared using either the RNeasy® kit (Qiagen), or the RNAse-free Rapid Total RNA kit (5 Prime-3 Prime, Inc.) from primate tissues (chimpanzee brain and blood, gorilla blood and spleen, orangutan blood) or from cells harvested from the following B lymphocyte cell lines: CARL (chimpanzee), ROK (gorilla), and PUTI (orangutan). mRNA was isolated from total RNA using the Mini-Oligo(dT) Cellulose Spin Columns (5 Prime-3 Prime, Inc.). cDNA was synthesized from mRNA with oligo dT and/or random priming using the cDNA Synthesis Kit (Stratagene®). The protein-coding region of the primate ICAM-1 gene was amplified from cDNA using primers (concentration=100 nmole/μl) designed by hand from the published human sequence. PCR conditions for ICAM-1 amplification were 94° C. initial pre-melt (4 min), followed by 35 cycles of 94° C. (15 see), 58° C. (1 min 15 sec), 72° C. (1 min 15 see), and a final 72° C. extension for 10 minutes. PCR was accomplished using Ready-to-Go™ PCR beads (Amersham Pharmacia Biotech) in a 50 microliter total reaction volume. Appropriately-sized products were purified from agarose gels using the QiaQuick® Gel Extraction kit (Qiagen). Both strands of the amplification products were sequenced directly using the Big Dye Cycle Sequencing Kit and analyzed on a 373A DNA sequencer (ABI BioSystems).
Comparison of the protein-coding portions of the human, gorilla ( Gorilla gorilla ), and orangutan ( Pongo pygmaeus ) ICAM-1 genes to that of the chimpanzee yielded statistically significant K A /K S ratios (Table 2). The protein-coding portions of the human and chimpanzee ICAM-1 genes were previously published and the protein-coding portions of gorilla ( Gorilla gorilla ), and orangutan ( Pongo pygmaeus ) ICAM-1 genes are shown in FIGS. 3 and 4 , respectively.
For this experiment, pairwise K A /K S ratios were calculated for the mature protein using the algorithm of Li (1985; 1993). Statistically significant comparisons (determined by t-tests) are shown in bold. Although the comparison to gorilla and human was sufficient to demonstrate that chimpanzee ICAM-1 has been positively-selected, the orangutan ICAM-1 was compared as well, since the postulated historical range of gorillas in Africa suggests that gorillas could have been exposed to the HIV-1 virus. Nowak and Paradiso (1983) Walker=s Mammals of the World (Baltimore, Md., The Johns Hopkins University Press). The orangutan, however, has always been confined to Southeast Asia and is thus unlikely to have been exposed to HIV over an evolutionary time frame. (Nowak and Paradiso, 1983) (Gorillas are most closely-related to humans and chimpanzees, while orangutans are more distantly-related.)
TABLE 2
K A /K S Ratios: ICAM-1 Whole Protein Comparisons
Species Compared
K A /K S Ratio
Chimpanzee to Human
2.1 (P < 0.01)
Chimpanzee to Gorilla
1.9 (P < 0.05)
Chimpanzee to Orangutan
1.4 (P < 0.05)
Human to Gorilla
1.0
Human to Orangutan
0.87
Gorilla to Orangutan
0.95
Even among those proteins for which positive selection has been demonstrated, few show K A /K S ratios as high as these ICAM-1 comparisons. Lee and Vacquier (1992) Biol. Bull. 182:97-104; Swanson and Vacquier (1995) Proc. Natl. Acad. Sci. USA 92:4957-4961; Messier and Stewart (1997); Sharp (1997) Nature 385:111-112. The results are consistent with strong selective pressure resulting in adaptive changes in the chimpanzee ICAM-1 molecule.
The domains (D1 and D2) of the ICAM-1 molecule which bind to LFA-1 have been documented. Staunton et al. (1990). Cell 61:243-254. Pairwise K A /K S comparisons between primate ICAM-1 genes. K A /K S ratios were calculated for domains D1 and D2 only, using the algorithm of Li (1985; 1993) (Table 3). Statistically significant comparisons (determined by t-tests) are shown in bold. The very high, statistically significant K A /K S ratios for domains D1 and D2 suggest that these regions of the protein were very strongly positively-selected. These regions of chimpanzee ICAM-1 display even more striking K A /K S ratios (Table 3) than are seen for the whole protein comparisons, thus suggesting that the ICAM-1/LFA-1 interaction has been subjected to unusually strong selective pressures.
TABLE 3
K A /K S Ratios: Domains D1 + D2 of ICAM-1
Species Compared
K A /K S Ratio
Chimpanzee to Human
3.1 (P < 0.01)
Chimpanzee to Gorilla
2.5 (P < 0.05)
Chimpanzee to Orangutan
1.5 (P < 0.05)
Human to Gorilla
1.0
Human to Orangutan
0.90
Gorilla to Orangutan
1.0
Example 5
Characterization of ICAM-1, ICAM-2 and ICAM-3 Positively Selected Sequences
A sequence identified by the methods of this invention may be further tested and characterized by cell transfection experiments. For example, human cells in culture, when transfected with a chimpanzee polynucleotide identified by the methods described herein (such as ICAM-1 (or ICAM-2 or ICAM-3); see below), could be tested for reduced viral dissemination and/or propagation using standard assays in the art, and compared to control cells. Other indicia may also be measured, depending on the perceived or apparent functional nature of the polynucleotide/polypeptide to be tested. For example, in the case of ICAM-1 (or ICAM-2 or ICAM-3), syncytia formation may be measured and compared to control (untransfected) cells. This would test whether the resistance arises from prevention of syncytia formation in infected cells.
Cells which are useful in characterizing sequences identified by the methods of this invention and their effects on cell-to-cell infection by HIV-1 are human T-cell lines which are permissive for infection with HIV-1, including, e.g., H9 and HUT78 cell lines, which are available from the ATCC.
For cell transfection assays, ICAM-1 (or ICAM-2 or ICAM-3) cDNA (or any cDNA identified by the methods described herein) can be cloned into an appropriate expression vector. To obtain maximal expression, the cloned ICAM-1 (or ICAM-2 or ICAM-3) coding region is operably linked to a promoter which is active in human T cells, such as, for example, an IL-2 promoter. Alternatively, an ICAM-1 (or ICAM-2 or ICAM-3) cDNA can be placed under transcriptional control of a strong constitutive promoter, or an inducible promoter. Expression systems are well known in the art, as are methods for introducing an expression vector into cells. For example, an expression vector comprising an ICAM-1 (or ICAM-2 or ICAM-3) cDNA can be introduced into cells by DEAE-dextran or by electroporation, or any other known method. The cloned ICAM-1 (or ICAM-2 or ICAM-3) molecule is then expressed on the surface of the cell. Determination of whether an ICAM-1 (or ICAM-2 or ICAM-3) cDNA is expressed on the cell surface can be the cell surface can be accomplished using antibody(ies) specific for ICAM-1 (or ICAM-2 or ICAM-3). In the case of chimpanzee ICAM-1 (or ICAM-2 or ICAM-3) expressed on the surface of human T cells, an antibody which distinguishes between chimpanzee and human ICAM-1 (or ICAM-2 or ICAM-3) can be used. This antibody can be labeled with a detectable label, such as a fluorescent dye. Cells expressing chimpanzee ICAM-1 (or ICAM-2 or ICAM-3) on their surfaces can be detected using fluorescence-activated cell sorting and the anti-ICAM-1 (or ICAM-2 or ICAM-3) antibody appropriately labeled, using well-established techniques.
Transfected human cells expressing chimpanzee ICAM-1 (or ICAM-2 or ICAM-3) on their cell surface can then be tested for syncytia formation, and/or for HIV replication, and/or for number of cells infected as an index of cell-to-cell infectivity. The chimpanzee ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells can be infected with HIV-1 at an appropriate dose, for example tissue culture infectious dose 50, i.e., a dose which can infect 50% of the cells. Cells can be plated at a density of about 5×10 5 cells/ml in appropriate tissue culture medium, and, after infection, monitored for syncytia formation, and/or viral replication, and/or number of infected cells in comparison to control, uninfected cells. Cells which have not been transfected with chimpanzee ICAM-1 (or ICAM-2 or ICAM-3) also serve as controls. Syncytia formation is generally observed in HIV-1-infected cells (which are not expressing chimpanzee ICAM-1 (or ICAM-2 or ICAM-3)) approximately 10 days post-infection.
To monitor HIV replication, cell supernatants can be assayed for the presence and amount of p24 antigen. Any assay method to detect p24 can be used, including, for example, an ELISA assay in which rabbit anti-p24 antibodies are used as capture antibody, biotinylated rabbit anti-p24 antibodies serve as detection antibody, and the assay is developed with avidin-horse radish peroxidase. To determine the number of infected cells, any known method, including indirect immunofluorescence methods, can be used. In indirect immunofluorescence methods, human HIV-positive serum can be used as a source of anti-HIV antibodies to bind to infected cells. The bound antibodies can be detected using FITC-conjugated anti-human IgG, the cells visualized by fluorescence microscopy fluorescence microscopy and counted.
Another method for assessing the role of a molecule such as ICAM-1 (or ICAM-2 or ICAM-3) involves successive infection of cells with HIV. Human cell lines, preferably those that do not express endogenous ICAM (although cell lines that do express endogenous ICAM may also be used), are transfected with either human or chimpanzee ICAM B1 or B2 or B3. In one set of experiments, HIV is collected from the supernatant of HIV-infected human ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells and used to infect chimpanzee ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells or human ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells. Initial infectivity, measured as described above, of both the chimpanzee ICAM-1 (or ICAM-2 or ICAM-3)- and the human ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells would be expected to be high. After several rounds of replication, cell to cell infectivity would be expected to decrease in the chimpanzee ICAM-1 (or ICAM-2 or ICAM-3) expressing cells, if chimpanzee ICAM-1 (or ICAM-2 or ICAM-3) confers resistance. In a second set of experiments, HIV is collected from the supernatant of HIV-infected chimpanzee ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells, and used to infect human ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells. In this case, the initial infectivity would be expected to be much lower than in the first set of experiments, if ICAM-1 (or ICAM-2 or ICAM-3) is involved in susceptibility to HIV progression. After several rounds of replication, the cell to cell infectivity would be expected to increase.
The identified human sequences can be used in establishing a database of candidate human genes that may be involved in conferring, or contributing to, AIDS susceptibility or resistance. Moreover, the database not only provides an ordered collection of candidate genes, it also provides the precise molecular sequence differences that exist between human and an AIDS-resistant non-human primate (such as chimpanzee) and thus defines the changes that underlie the functional differences.
Example 6
Molecular Modeling of ICAM-1 and ICAM-3
Modeling of the three-dimensional structure of ICAM-1 and ICAM-3 has provided provided additional evidence for the role of these proteins in explaining chimpanzee resistance to AIDS progression.
In the case of ICAM-1, 5 of the 6 amino acid replacements that are unique to the chimpanzee lineage are immediately adjacent (i.e., physically touching) to those amino acids identified by mutagenic studies as critical to LFA-1 binding. These five amino acid replacements are human L18 to chimp Q18, human K29 to chimp D29, human P45 to chimp G45, human R49 to chimp W49, and human E171 to chimp Q171. This positioning cannot be predicted from the primary structure (i.e., the actual sequence of amino acids). None of the amino acid residues critical for binding has changed in the chimpanzee ICAM-1 protein.
Such positioning argues strongly that the chimpanzee ICAM-1 protein=s basic function is unchanged between humans and chimpanzees; however, evolution has wrought fine-tuned changes that may help confer upon chimpanzees their resistance to progression of AIDS. The nature of the amino acid replacements is being examined to allow exploitation of the three-dimensional structural information for developing agents for therapeutic intervention. Strikingly, 4 of the 5 chimpanzee residues are adjacent to critical binding residues that have been identified as N-linked glycosylation sites. This suggests that differences exist in binding constants (to LFA-1) for human and chimpanzee ICAM-1. These binding constants are being determined. Should the binding constants prove lower in chimpanzee ICAM-1, it is possible to devise small molecule agents to mimic (by way of steric hindrance) the change in binding constants as a potential therapeutic strategy for HIV-infected humans. Similarly, stronger binding constants, if observed for chimpanzee ICAM-1, will suggest alternative strategies for developing therapeutic interventions for HIV-1 infected humans.
In the case of ICAM-3, a critical amino acid residue replacement from proline (observed in seven humans) to glutamine (observed in three chimpanzees) is predicted from our modeling studies to significantly change the positional angle between domains 2 and 3 of human and chimpanzee ICAM-3. The human protein displays an acute angle at this juncture. Klickstein, et al., 1996 J. Biol. Chem. 27:239 20-27. Loss of this sharp angle (bend) is predicted to render chimpanzee ICAM-3 less easily packaged into HIV-1 virions (In infected humans, after ICAMs are packaged into HIV virions, cell-to-cell infectivity dramatically increases. Barbeau, B. et al., 1998 J. Viral. 72:7125-7136). This failure to easily package chimp ICAM-3 into HIV virions could then prevent the increase in cell-to-cell infectivity seen in infected humans. This would then account for chimpanzee resistance to AIDS progression.
A small molecule therapeutic intervention whereby binding of a suitably-designed small molecule to the human praline residue causes (as a result of steric hindrance) the human ICAM-1 protein to mimic the larger (i.e., less-acute) angle of chimpanzee ICAM-3 is possible. Conservation between the 2 proteins of the critical binding residues (and the general resemblance of immune responses between humans and chimpanzees) argues that alteration of this angle will not compromise the basic function of human ICAM-3. However, the human ICAM-3 protein would be rendered resistant to packaging into HIV virions, thus mimicking (in HIV-1 infected humans) the postulated pathway by which infected chimpanzees resist progression to AIDS.
Essentially the same procedures were used to identify positively selected chimpanzee ICAM-2 and ICAM-3 (see Table 4). The ligand binding domain of ICAM-1 has been localized as exhibiting especially striking positive selection in contrast to ICAMs-2 and -3, for which positive selection resulted in amino acid replacements throughout the protein. Thus, this comparative genomic analysis reveals that positive selection on ICAMs in chimpanzees has altered the proteins=primary structure, for example, in important binding domains. These alterations may have conferred resistance to AIDS progression in chimpanzees.
TABLE 4
K A /K S Ratios: ICAM-2 and 3 Whole Protein Comparisons
Species Compared
K A /K S Ratio
Chimpanzee to Human ICAM-2
2.1 (P < 0.01)
Chimpanzee to Human ICAM-3
3.7 (P < 0.01)
Binding of ICAM-1, -2, and -3 has been demonstrated to play an essential role in the formation of syncytia (i.e., giant, multi-nucleated cells) in HIV-infected cells in vitro. Pantaleo et al. (1991) J. Ex. Med. 173:511-514. Syncytia formation is followed by the depletion of CD + cells in vitro. Pantaleo et al. (1991); Levy (1993) Microbiol. Rev. 57:183-189; Butini et al. (1994) Eur. J. Immunol. 24:2191-2195; Finkel and Banda (1994) Curr. Opin. Immunol. 6:605-615. Although syncytia formation is difficult to detect in viva, clusters of infected cells are seen in lymph nodes of infected individuals. Pantaleo et al., (1993) N. Eng. J. Med. 328:327-335; Finkel and Banda (1994); Embretson et al. (1993) Nature 362:359-362; Pantaleo et al. (1993) Nature 362:355-358. Syncytia may simply be scavenged from the body too quickly to be detected. Fouchier et al. (1996) Virology 219:87-95. Syncytia-mediated loss of CD4 + cells in vivo has been speculated to occur; this could contribute directly to compromise of the immune system, leading to opportunistic infection and full-blown AIDS. Sodrosky et al. (1986) Nature 322:470-474; Hildreth and Orentas (1989) Science 244:1075-1078; Finkel and Banda (1994). Thus critical changes in chimpanzee ICAM-1, ICAM-2 or ICAM-3 may deter syncytia formation in chimpanzee and help explain chimpanzee resistance to AIDS progression. Because of the polyfunctional nature of ICAMs, these positively selected changes in the ICAM genes may additionally confer resistance to other infectious diseases or may play a role in other inflammatory processes that may also be of value in the development of human therapeutics. The polypeptide sequence alignments of ICAM-1, -2, and -3 are shown in FIGS. 5 , 6 , and 7 , respectively.
Example 7
Identifying Positive Selection of MIP-1α
MIP-1α is a chemokine that has been shown to suppress HIV-1 replication in human cells in vitro (Cocchi, F. et al., 1995 Science 270:1811-1815). The chimpanzee homologue of the human MIP-1α gene was PCR-amplified and sequenced. Calculation of the K A /K S ratio (2.1, P<0.05) and comparison to the gorilla homologue reveals that the chimpanzee gene has been positively-selected. As for the other genes discussed herein, the nature of the chimpanzee amino acid replacements is being examined to determine how to how to exploit the chimpanzee protein for therapeutic intervention.
Example 8
Identifying Positive Selection of 17-1′-Hydroxysteroid Dehydrogenase
Using the methods of the present invention, a chimpanzee gene expressed in brain has been positively-selected (K A /K S =1.6) as compared to its human homologue (GenBank Acc. #X87176) has been identified. The human gene, 17-0 hydroxysteroid dehydrogenase type IV, codes for a protein known to degrade the two most potent estrogens, β-estradiol, and 5-diol (Adamski, J. et al. 1995 Biochem J. 311:437-443). Estrogen-related cancers (including, for example, breast and prostate cancers) account for some 40% of human cancers. Interestingly, reports in the literature suggest that chimpanzees are resistant to tumorigenesis, especially those that are estrogen-related. This protein may have been positively-selected in chimpanzees to allow more efficient degradation of estrogens, thus conferring upon chimpanzees resistance to such cancers. If so, the specific amino acid replacements observed in the chimpanzee protein may supply important information for therapeutic intervention in human cancers.
Example 9
cDNA Library Construction for Chimpanzee Brain Tissue
A chimpanzee brain cDNA library is constructed using chimpanzee brain tissue. The chimpanzee brain tissue can be obtained after natural death so that no killing of an animal is necessary for this study. In order to increase the chance of obtaining intact mRNAs expressed in brain, however, the brain is obtained as soon as possible after the animals death. Preferably, the weight and age of the animal are determined prior to death. The brain tissue used for constructing a cDNA library is preferably the whole brain in order to maximize the inclusion of mRNA expressed in the entire brain. Brain tissue is dissected from the animal following standard surgical procedures.
Total RNA is extracted from the brain tissue and the integrity and purity of the RNA are determined according to conventional molecular cloning methods. Poly A+ RNA is selected and used as template for the reverse-transcription of cDNA with oligo (dT) as a primer. The synthesized cDNA is treated and modified for cloning using commercially available kits. Recombinants are then packaged and propagated in a host cell line. Portions of the packaging mixes are amplified and the remainder retained prior to amplification. The library can be normalized and the numbers of independent recombinants in the library is determined.
Example 10
Sequence Comparison of Chimpanzee and Human Brain cDNA
Randomly selected chimpanzee brain cDNA clones from the cDNA library are sequenced using an automated sequencer, such as the ABI 377. Commonly used primers on the cloning vector such as the M13 Universal and Reverse primers are used to carry out the sequencing. For inserts that are not completely sequenced by end sequencing, dye-labeled terminators are used to fill in remaining gaps.
The resulting chimpanzee sequences are compared to human sequences via database searches, e.g., BLAST searches. The high scoring “hits,” i.e., sequences that show a significant (e.g., >80%) similarity after BLAST analysis, are retrieved and analyzed. The two homologous sequences are then aligned using the alignment program CLUSTAL V developed by Higgins et al. Any sequence divergence, including nucleotide substitution, insertion and deletion, can be detected and recorded by the alignment.
The detected sequence differences are initially checked for accuracy by finding the points where there are differences between the chimpanzee and human sequences; checking the sequence fluorogram (chromatogram) to determine if the bases that appear unique to human correspond to strong, clear signals specific for the called base; checking the human hits to see if there is more than one human sequence that corresponds to a sequence change; and other methods known in the art as needed. Multiple human sequence entries for the same gene that have the same nucleotide at a position where there is a different chimpanzee nucleotide provides independent support that the human sequence is accurate, and that the chimpanzee/human difference is real. Such changes are examined using public database information and the genetic code to determine whether these DNA sequence changes result in a change in the amino acid sequence of the encoded encoded protein. The sequences can also be examined by direct sequencing of the encoded protein.
Example 11
Molecular Evolution Analysis of Human Brain Sequences Relative to Other Primates
The chimpanzee and human sequences under comparison are subjected to K A /K S analysis. In this analysis, publicly available computer programs, such as Li 93 and INA, are used to determine the number of non-synonymous changes per site (K A ) divided by the number of synonymous changes per site (K S ) for each sequence under study as described above. This ratio, K A /Ks, has been shown to be a reflection of the degree to which adaptive evolution, i.e., positive selection, has been at work in the sequence under study. Typically, full-length coding regions have been used in these comparative analyses. However, partial segments of a coding region can also be used effectively. The higher the K A /K S ratio, the more likely that a sequence has undergone adaptive evolution. Statistical significance of K A /K S values is determined using established statistic methods and available programs such as the t-test. Those genes showing statistically high K A /K S ratios between chimpanzee and human genes are very likely to have undergone adaptive evolution.
To further lend support to the significance of a high K A /K S ratio, the sequence under study can be compared in other non-human primates, e.g., gorilla, orangutan, bonobo. These comparisons allow further discrimination as to whether the adaptive evolutionary changes are unique to the human lineage compared to other non-human primates. The sequences can also be examined by direct sequencing of the gene of interest from representatives of several diverse human populations to assess to what degree the sequence is conserved in the human species.
Example 12
Further Sequence Characterization of Selected Human Brain Sequences
Human brain nucleotide sequences containing evolutionarily significant changes are further characterized in terms of their molecular and genetic properties, as well as their biological functions. The identified coding sequences are used as probes to perform in situ mRNA hybridization that reveals the expression pattern of the gene, either or both in terms of what tissues and cell types in which the sequences are expressed, and when they are expressed during the course of development or during the cell cycle. Sequences that are expressed in brain may be better candidates as being associated with important human brain functions. Moreover, the putative gene with the identified sequences are subjected to homologue searching in order to determine what functional classes the sequences belong to.
Furthermore, for some proteins, the identified human sequence changes may be useful in estimating the functional consequence of the change. By using such criteria a database of candidate genes can be generated. Candidates are ranked as to the likelihood that the gene is responsible for the unique or enhanced abilities found in the human brain compared to chimpanzee or other non-human primates, such as high capacity information processing, storage and retrieval capabilities, language abilities, as well as others. In this way, this approach provides a new strategy by which such genes can be identified. Lastly, the database not only provides an ordered collection of candidate genes, it also provides the precise molecular sequence differences that exist between human and chimpanzee (and other non-human primates), and thus defines the changes that underlie the functional differences.
In some cases functional differences are evaluated in suitable model systems, including, but not limited to, in vitro analysis such as indicia of long term potentiation (LTP), and use of transgenic animals or other suitable model systems. These will be immediately apparent to those skilled in the art.
Example 13
Identification of Positive Selection in a Human Tyrosine Kinase Gene
Using the methods of the present invention, a human gene (GenBank Acc.# AB014541), expressed in brain has been identified, that has been positively-selected as compared to its gorilla homologue. This gene, which codes for a tyrosine kinase, is homologous to a well-characterized mouse gene (GenBank Acc.# AF011908) whose gene product, called AATYK, is known to trigger apoptosis (Gaozza, E. et al. 1997 Oncogene 15:3127-3135). The literature suggests that this protein controls apoptosis in the developing mouse brain (thus, in effect, “sculpting” the developing brain). The AATYK-induced apoptosis that occurs during brain development has been demonstrated to be necessary for normal brain development.
There is increasing evidence that inappropriate apoptosis contributes to the pathology of human neurodegenerative diseases, including retinal degeneration, Huntington's disease, Alzheimer's disease, Parkinson's disease and spinal muscular atrophy, an inherited childhood motoneuron disease. On the other hand in neural tumour cells, such as neuroblastoma and medulloblastoma cells, apoptotic pathways may be disabled and the cells become resistant to chemotherapeutic drugs that kill cancer cells by inducing apoptosis. A further understanding of apoptosis pathways and the function of apoptosis genes should lead to a better understanding of these conditions and permit the use of AATYKI in diagnosis of such conditions.
Positively-selected human and chimpanzee AATYK may constitute another adaptive change that has implications for disease progression. Upon resolution of the three-dimensional structure of human and chimpanzee AATYK, it may be possible to design drugs to modulate the function of AATYK in a desired manner without disrupting any of the normal functions of human AATTK.
It has been demonstrated that mouse AATYK is an active, non-receptor, cytosolic kinase which induces neuronal differentiation in human adrenergic neuroblastoma (NB):SH-SY5Y cells. AATYK also promotes differentiation induced by other agents, including all-trans retinoic acid (RA), 12-O-Tetradecanoyl phorbol 13-acetate (TPA) and IGF-I. Raghunath, et al., Brain Res Mol Brain Res . (2000) 77:151-62. In experiments with rats, it was found that the AATYK protein was expressed in virtually all regions of the adult rat brain in which neurons are present, including olfactory bulb, forebrain, cortex, midbrain, cerebellum and pons. Immunohistochemical labeling of adult brain sections sections showed the highest levels of AATYK expression in the cerebellum and olfactory bulb. Expression of AATYK was also up-regulated as a function of retinoic acid-induced neuronal differentiation of p19 embryonal carcinoma cells, supporting a role for this protein in mature neurons and neuronal differentiation. Baker, et al., Oncogene (2001) 20:1015-21.
Nicolini, et al., Anticancer Res (1998) 18:2477-81 showed that retinoic acid (RA) differentiated SH-SY5Y cells were a suitable and reliable model to test the neurotoxicity of chemotherapeutic drugs without the confusing effects of the neurotrophic factors commonly used to induce neuronal differentiation. The neurotoxic effect and the course of the changes is similar to that observed in clinical practice and in in vivo experimental models. Thus, the model is proposed as a screening method to test the neurotoxicity of chemotherapy drugs and the possible effect of neuroprotectant molecules and drugs. Similarly, AATYK differentiated SYSY-5Y cells could be used as a model for screening chemotherapeutic drugs and possible side effects of neuroprotectant molecules and drugs.
It has also been shown that AATYK mRNA is expressed in neurons throughout the adult mouse brain. AATYK possessed tyrosine kinase activity and was autophosphorylated when expressed in 293 cells. AATYK mRNA expression was rapidly induced in cultured mouse cerebellar granule cells during apoptosis induced by KCl. The number of apoptotic granule cells overexpressing wild-type AATYK protein was significantly greater than the number of apoptotic granule cells overexpressing a mutant AATYK that lacked tyrosine kinase activity. These findings suggest that through its tyrosine kinase activity, AATYK is also involved in the apoptosis of mature neurons. Tomomura, et al., Oncogene (2001) 20(9):1022-32.
The tyrosine kinase domain of AATYK protein is highly conserved between mouse, chimpanzee, and human (as are most tyrosine kinases). Interestingly, however, the region of the protein to which signaling proteins bind has been positively-selected in humans, but strongly conserved in both chimpanzees and mice. The region of the human protein to which signaling proteins bind has not only been positively-selected as a result of point nucleotide mutations, but additionally displays duplication of several src homology 2 homology 2 (SH2) binding domains that exist only as single copies in mouse and chimpanzee. This suggests that a different set of signaling proteins may bind to the human protein, which could then trigger different pathways for apoptosis in the developing human brain compared to those in mice and chimpanzees. Such a gene thus may contribute to unique or enhanced human cognitive abilities. Human AATYK has been mapped on 25.3 region of chromosome 17. Seki, et al., J Hum Genet (1999) 44:141-2.
Chimpanzee DNA was sequenced as part of a high-throughput sequencing project on a MegaBACE 1000 sequencer (AP Biotech). DNA sequences were used as query sequences in a BLAST search of the GenBank database. Two random chimpanzee sequences, termed stch856 and stch610, returned results for two genes in the non-redundant database of GenBank: NM 004920 (human apoptosis-associated tyrosine kinase, AATYK) and AB014541 (human KIAA641, identical nucleotide sequence to NM — 004920), shown in FIG. 14A , and also showed a high K A /K S ratio compared to these human sequences. Primers were designed for PCR and sequencing of AATYK. Sequence was obtained for the 3 prime end of this gene in chimp and gorilla. The 5 prime end of the gene was difficult to amplify, and no sequence was confirmed in human and gorilla. The human AATYK gene (SEQ ID NO:14) has a coding region of 3624 by (nucleotides 413-4036 of SEQ ID NO:14), and codes for a protein of 1207 amino acids (SEQ ID NO:16). 1809 by were sequenced in both chimp and gorilla. See FIGS. 15A and 15B . The partial sequences (SEQ ID NO:17 and SEQ ID NO:18) did not include the start or stop codons, although they were very close to the stop codon on the 3 prime end (21 codons away). These sequences correspond to nucleotides 2170-3976 or 2179-3988 of the corresponding human sequences taking into account the gaps described below.
There were also several pairs of amino acid insertions/deletions among chimp, human and gorilla in the coding region. The following sequences are in reading frame:
Chimp
GGTGAGGGCCCCGGCCCCGGGCCC
(SEQ ID NO: 19)
Human
2819
GGTGAGGGC::::::CCCGGGCCC
2836
(SEQ ID NO: 20)
Gorilla
GGCGAGGGC::::::CCCGGGCCC
(SEQ ID NO: 21)
Chimp
CTGGAGGCTGAGGCCGAGGCCGAG
(SEQ ID NO: 22)
Human
2912
CTCGAGGCT::::::GAGGCCGAG
2929
(SEQ ID NO: 23)
Gorilla
CTGGAGGCT::::::GAGGCCGAG
(SEQ ID NO: 24)
Chimp
CCCACGCCC::::::GCTCCCTTC
(SEQ ID NO: 25)
Human
3890
CCCACGCCCACGCCCGCTCCCTTC
3913
(SEQ ID NO: 26)
Gorilla
CCCACGCCC::::::GCTCCCTTC
(SEQ ID NO: 27)
Chimp
CCCACGTCCACGTCCCGCTTCTCC
(SEQ ID NO: 28)
Human
3938
CCCACGTCC::::::CGCTTCTCC
3955
(SEQ ID NO: 29)
Gorilla
CCCACGTCC::::::CGCTTCTCC
(SEQ ID NO: 30)
Each of these insertions/deletions affected two amino acids and did not change the reading frame of the sequence. Sliding window K A /K S for chimp to human, chimp to gorilla, and human to gorilla, excluding the insertion/deletion regions noted above, showed a high Ka/Ks ratio for some areas. See Table 9.
The highest Ka/Ks ratios are human to gorilla and chimp to gorilla, suggesting that both the human and chimp gene have undergone selection, and is consistent with the idea that the two species share some enhanced cognitive abilities relative to the other great apes (gorillas, for example). Such data bolsters the view that this gene may play a role with regard to enhanced cognitive functions. It should also be noted that in general, the human-containing pairwise comparisons are higher than the analogous chimp-containing comparisons.
TABLE 9
K A /K S ratios for various windows of AATYK on chimp, human, and gorilla
bp of NM 004920
AATYK
K A
K S
K A /K S
K A SE
K S SE
size bp
bp of partial CDS
t
(pub human AATYK)
chimp
gorilla
0.02287
0.03243
0.705211
0.00433
0.00832
1809
1-1809
1.019266
2180-3988
chimp
human
0.01538
0.01989
0.773253
0.00366
0.0062
1809
1-1809
0.626415
2180-3988
human
gorilla
0.02223
0.03204
0.69382
0.00429
0.00848
1809
1-1809
1.032263
2180-3988
ch1
hu1
0.03126
0.02009
1.555998
0.01834
0.02034
150
1-150
0.407851
2180-2329
ch2
hu2
0.03142
0.04043
0.777146
0.01844
0.02919
150
100-249
0.260958
2279-2428
ch3
hu3
0.02073
0.02036
1.018173
0.01481
0.02087
150
202-351
0.014458
2381-2530
ch4
hu4
0.02733
0.02833
0.964702
0.01753
0.02383
150
301-450
0.033803
2480-2629
ch5
hu5
0
0.05152
0
0
0.03802
150
400-549
1.355076
2579-2728
ch6
hu6
0.00836
0.03904
0.214139
0.00838
0.03964
150
502-651
0.75723
2681-2830
ch7
hu7
0.00888
0.05893
0.150687
0.0089
0.0439
150
601-750
1.11736
2780-2929
ch8
hu8
0.02223
0.03829
0.580569
0.01589
0.03886
150
700-849
0.382534
2879-3028
ch9
hu9
0.04264
0.03644
1.170143
0.02173
0.02628
150
799-948
0.181817
2978-3127
ch10
hu10
0.02186
0.01823
1.199122
0.01563
0.01851
150
901-1050
0.149837
3080-3229
ch11
hull
0.01087
0
#DIV/0!
0.01093
0
150
1000-1149
0.994511
3179-3328
ch12
hu12
0.01093
0
#DIV/0!
0.01099
0
150
1099-1248
0.99454
3278-3427
ch13
hu13
0.01031
0
#DIV/0!
0.01036
0
150
1201-1350
0.995174
3380-3529
ch14
hu14
0.01053
0
#DIV/0!
0.01058
0
150
1300-1449
0.995274
3479-3628
ch15
hu15
0.01835
0.02006
0.914756
0.01315
0.02057
150
1399-1548
0.070042
3578-3727
ch16
hu16
0
0.02027
0
0
0.02062
150
1501-1650
0.983026
3680-3829
ch17
hu17
0.00666
0
#DIV/0!
0.00667
0
210
1600-1809
0.998501
3779-3988
chA
huA
0.02366
0.02618
0.903743
0.00875
0.01251
501
1-501
0.165069
2180-2680
chB
huB
0.01159
0.03863
0.300026
0.00585
0.01811
501
400-900
1.420809
2579-3079
chC
huC
0.02212
0.0108
2.048148
0.00846
0.00768
501
799-1299
0.990721
2978-3478
chD
huD
0.00851
0.00734
1.159401
0.00458
0.00602
609
1201-1809
0.154676
3380-3988
chA
gorA
0.02082
0.04868
0.427691
0.00795
0.0191
501
1-501
1.346644
2180-2680
chB
gorB
0.01416
0.04039
0.350582
0.00639
0.0172
501
400-900
1.429535
2579-3079
chC
gorC
0.01737
0.00538
3.228625
0.00717
0.00542
501
799-1299
1.333991
2978-3478
chD
gorD
0.00644
0.00244
2.639344
0.00408
0.00346
609
1201-1809
0.747722
3380-3988
huA
gorA
0.02246
0.02759
0.814063
0.00829
0.01523
501
1-501
0.295847
2180-2680
huB
gorB
0.01418
0.06809
0.208254
0.0064
0.02388
501
400-900
2.180583
2579-3079
huC
gorC
0.01993
0.00541
3.683919
0.00762
0.00544
501
799-1299
1.550854
2978-3478
huD
gorD
0.00723
0.00488
1.481557
0.0042
0.0049
609
1201-1809
0.364133
3380-3988
Example 14
Positively Selected Human BRCA1 Gene
Comparative evolutionary analysis of the BRCA1 genes of several primate species has revealed that the human BRCA1 gene has been subjected to positive selection. Initially, 1141 codons of exon 11 of the human and chimpanzee BRCA1 genes (Hacia et al. (1998) Nature Genetics 18:155-158) were compared and a strikingly high K A /K S ratio, 3.6, was found when calculated by the method of Li (Li (1993) J. Mol. Eva. 36:96-99; Li et al. (1985) Mol. Biol. Eva. 2:150-174). In fact, statistically significant elevated ratios were obtained for this comparison regardless of the particular algorithm used (see Table 5A). Few genes (or portions of genes) have been documented to display ratios of this magnitude (Messier et al. (1997) Nature 385:151-154; Endo et al. (1996) Mol. Biol. Evol. 13:685-690; and Sharp (1997) Nature 385:111-112). We thus chose to sequence the complete protein-coding region (5589 bp) of the chimpanzee BRCA1 gene, in order to compare it to the full-length protein-coding sequence of the human gene. In many cases, even when positive selection can be shown to have operated on limited regions of a particular gene, K A /K S analysis of the full-length protein-coding sequence fails to reveal evidence of positive selection (Messier et al. (1997), supra). This is presumably because the signal of positive selection can be masked by noise when only small regions of a gene have been positively selected, unless selective pressures are especially strong. However, comparison of the full-length human and chimpanzee BRCA1 sequences still yielded K A /K S ratios in excess of one, by all algorithms we employed (Table 5A). This suggests that the selective pressure on BRCA1 was intense. A sliding-window K A /K S analysis was also performed, in which intervals of varying lengths (from 150 to 600 bp) were examined, in order to determine the pattern of selection within the human BRCA1 gene. This analysis suggests that positive selection seems to have been concentrated in exon 11.
TABLE 5A
Human-Chimpanzee K A /K S Comparisons
Method
K A /K S (exon 11)
K A /K S (full-length)
Li (1993) J. Mol. Evol. 36: 96;
3.6***
2.3*
Li et al. (1985) Mol. Biol. Evol.
2: 150
Ina Y. (1995) J. Mol. Evol.
3.3**
2.1*
40: 190
Kumar et al., MEGA: Mol.
2.2*
1.2
Evol. Gen. Anal. (PA St. Univ,
1993)
TABLE 5B
K A /K S for Exon 11 of BRCA1 from Additional Primates
Comparison
K A
K S
K A /K S
Human
Chimpanzee
0.010
0.003
3.6*
Gorilla
0.009
0.009
1.1
Orangutan
0.018
0.020
0.9
Chimpanzee
Gorilla
0.006
0.007
0.8
Orangutan
0.014
0.019
0.7
Gorilla
Orangutan
0.014
0.025
0.6
The Table 5B ratios were calculated according to Li (1993) J. Mol. Evol. 36:96; Li et al. (1985) Mol. Biol. Evol. 2:150. For all comparisons, statistical significance was calculated by t-tests, as suggested in Zhang et al. (1998) Proc. Natl. Acad. Sci. USA 95:3708. Statistically significant comparisons are indicated by one or more asterisks, with values as follows: *, P<0.05, **, P<0.01, ***, P<0.005. Exon sequences are from Hacia et al. (1998) Nature Genetics 18:155. GenBank accession numbers: human, NM — 000058.1, chimpanzee, AF019075, gorilla, AF019076, orangutan, AF019077, rhesus, AF019078.
The elevated K A /K S ratios revealed by pairwise comparisons of the human and chimpanzee BRCA1 sequences demonstrate the action of positive selection, but such comparisons alone do not reveal which of the two genes compared, the human or the chimpanzee, has been positively selected. However, if the primate BRCA1 sequences are considered in a proper phylogenetic framework, only those pairwise comparisons which include the human gene show ratios greater than one, indicating that only the human gene has been positively selected (Table 5B). To confirm that positive selection operated on exon 11 of BRCA1 exclusively within the human lineage, the statistical test of positive selection proposed by Zhang et al. (1998) Proc. Natl. Acad. Sci. USA 95:3708-3713, was used. This test is especially appropriate when the number of nucleotides is large, as in the present case (3423 bp). This procedure first determines nonsynonymous nucleotide substitutions per nonsynonymous site (b N ) and synonymous substitutions per synonymous site (b s ) for each individual branch of a phylogenetic tree (Zhang et al. (1998), supra), Positive selection is supported only on those branches for which b N b s can be shown to be statistically significant (Zhang et al. (1998), supra). For BRCA1, this is true for only one branch of the primate tree shown in FIG. 9 : the branch which leads from the human/chimpanzee common ancestor to modern humans, where b N /b S =3.6. Thus, we believe that in the case of the BRCA1 gene, positive selection operated directly and exclusively on the human lineage.
While it is formally possible that elevated K A /K S ratios might reflect some locus or chromosomal-specific anomaly (such as suppression of K S due, for example, to isochoric differences in GC content), rather than the effects of positive selection, this is unlikely in the present case, for several reasons. First, the estimated K S values for the hominoid BRCA1 genes, including human, were compared to those previously estimated for other well-studied hominoid loci, including lysozyme (Messier et al. (1997), supra) and ECP (Zhang et al. (1998), supra). There is no evidence for a statistically significant difference in these values. This argues against some unusual suppression of K S in human BRCA1. Second, examination of GC content (Sueoka, N. in Evolving Genes and Proteins (eds. Bryson, V. & Vogel, H. J.) 479-496 (Academic Press, NY, 1964)) and codon usage patterns (Sharp et al. (1988) Nucl. Acids Res. 16:8207-8211) of the primate BRCA1 genes shows no significant differences from average mammalian values.
This demonstration of strong positive selection on the human BRCA1 gene constitutes the first molecular support for a theory long advanced by anthropologists. Human infants require, and receive, prolonged periods of post-birth care—longer than in any of our close primate relatives. Short, R. V. (1976) Proc. R. Soc. Land. B 195:3-24, first postulated that human females can only furnish such extended care to human infants in the context of a long term pair bond with a male partner who provides assistance. The maintenance of long term pair bonds was strengthened by development of exaggerated (as compared to our close primate relatives) human secondary sex characteristics including enlarged female breasts (Short (1976), supra). Thus, strong selective pressures resulted in development of enlarged human breasts which develop prior to first pregnancy and lactation, contrary to the pattern seen in our hominoid relatives (Dixson, A. F. in Primate Sexuality: Comparative Studies of the Prosimians, Monkeys, Apes and Human Beings. 214 (Oxford Univ. Press, Oxford, 1998)).
Evidence suggests that in addition to its function as a tumor suppressor (Xu et al. (1999) Mol. Cell 3(3):389-395; Shen et al. (1998) Oncogene 17(24):3115-3124; Dennis, C. (1999) Nature Genetics 22:10; and Xu et al. (1999) Nature Genetics 22:37-43), the BRCA1 protein plays an important role in normal development of breast tissue (Dennis, C. (1999), supra; Xu et al. (1999) Nature Genetics 22:37-43; and Thompson et al. (1999) Nature Genetics 9:444-450), particularly attainment of typical mammary gland and duct size (Dennis, C. (1999), supra; and Xu et al. (1999) Nature Genetics 22:37-43). These facts suggest that positive selection on this gene in humans promoted expansion of the female human breast, and ultimately, helped promote long term care of dependent human infants. This long term dependency of human infants was essential for the development and transmission of complex human culture. Because positive selection seems to have been concentrated upon exon 11 of BRCA1, the prediction follows that the region of the BRCA1 protein encoded by exon 11 specifically plays a role in normal breast development. The data provided here suggests that strong selective pressures during human evolution led to amino acid replacements in B RCA 0.1 that promoted a unique pattern of breast development in human females, which facilitated the evolution of some human behaviors.
Example 15
Characterization of BRCA1 Polynucleotide and Polypeptide
Having identified evolutionarily significant nucleotide changes in the BRCA1 gene and corresponding amino acid changes in the BRCA1 protein, the next step is to test these molecules in a suitable model system to analyze the functional effect of the nucleotide and amino acid changes on the model. For example, the human BRCA1 polynucleotide can be transfected into a cultured host cell such as adipocytes to determine its effect on cell growth or replication.
Example 16
Identification of Positively-Selected CD59
Comparative evolutionary analysis of the CD59 genes of several primate species has revealed that the chimpanzee CD59 gene has been subjected to positive selection. CD59 protein is also known as protectin, 1F-5Ag, H19, HRF20, MACIF, MIRL, and P-18. CD59 is expressed on all peripheral blood leukocytes and erythrocytes (Meri et al. (1996) Biochem. J. 316:923-935). Its function is to restrict lysis of human cells by complement (Meri et al. (1996), supra). More specifically, CD59 acts as one of the inhibitors of membrane attack complexes (MACs). MACs are complexes of 20 some complement proteins that make hole-like lesions in cell membranes (Meri et al. (1996), supra). These MACs, in the absence of proper restrictive elements (i.e., CD59 and a few other proteins) would destroy host cells as well as invading pathogens. Essentially then, CD59 protects the cells of the body from the complement arm of its own defense systems (Meri et al. (1996), supra). The chimpanzee homolog of this protein was examined because the human homolog has been implicated in progression to AIDS in infected individuals. It has been shown that CD59 is one of the host cell derived proteins that is selectively taken up by HIV virions (Frank et al. (1996) AIDS 10:1611-1620). Additionally, it has been shown (Saifuddin et al. (1995) J. Exp. Med. 182:501-509) that HIV virions which have incorporated host cell CD59 are protected from the action of complement. Thus it appears that in humans, HIV uses CD59 to protect itself from attack by the victim=s immune system, and thus to further the course of infection.
To obtain primate CD59 cDNA sequences, total RNA was prepared (using either the RNeasy® kit (Qiagen), or the RNAse-free Rapid Total RNA kit (5 Prime-3 Prime, Inc.)) from primate tissues (whole fresh blood from chimpanzees, gorillas, and orangutans). mRNA was isolated from total RNA using the Mini-Oligo(dT) Cellulose Spin Columns (5 Prime-3 Prime, Inc.). cDNA was synthesized from mRNA with oligo dT and/or random priming using the SuperScript Preamplification System for First Strand cDNA Synthesis (Gibco BRL). The protein-coding region of the primate CD59 gene was amplified from cDNA using primers (concentration=100 nmole/μl) designed from the published human sequence. PCR conditions for CD59 amplification were 94EC initial pre-melt (4 min), followed by 35 cycles of 94EC (15 see), 58EC (1 min 15 see), 72EC (1 min 15 sec), and a final 72EC extension for 10 minutes. PCR was accomplished on a Perkin-Elmer GeneAmp7 PCR System 9700 thermocycler, using Ready-to-Go PCR beads (Amersham Pharmacia Biotech) in a 50 μl total reaction volume. Appropriately-sized products were purified from agarose gels using the QiaQuick Gel Extraction kit (Qiagen). Both strands of the amplification products were sequenced directly using the Big Dye Cycle Sequencing Kit and analyzed on a 373A DNA sequencer (ABI BioSystems).
As shown in Table 6, all comparisons to the chimpanzee CD59 sequence display K A /K S ratios greater than one, demonstrating that it is the chimpanzee CD59 gene that has been positively-selected.
TABLE 6
K A /K S Ratios for Selected Primate CD59 cDNA Sequences
Genes Compared
K A /K S Ratios
Chimpanzee to Human
1.8
Chimpanzee to Gorilla
1.5
Chimpanzee to Orangutan
2.3
Chimpanzee to Green Monkey
3.0
Example 17
Characterization of CD59 Positively-Selected Sequences
Proceeding on the hypothesis that strong selection pressure has resulted in adaptive changes in the chimpanzee CD59 molecule such that disease progression is retarded retarded because the virus is unable to usurp CD59=s protective role for itself, it then follows that comparisons of the CD59 gene of other closely-related non-human primates to the human gene should display K A /K S ratios less than one for those species that have not been confronted by the HIV-1 virus over evolutionary periods. Conversely, all comparisons to the chimpanzee gene should display K A /K S ratios greater than one. These two tests, taken together, will definitively establish whether the chimpanzee or human gene was positively selected. Although the gorilla ( Gorilla gorilla ) is the closest relative to humans and chimpanzees, its postulated historical range in Africa suggests that gorillas could have been at some time exposed to the HIV-1 virus. We thus examined the CD59 gene from both the gorilla and the orangutan ( Pongo pygmaeus ). The latter species, confined to Southeast Asia, is unlikely to have been exposed to HIV over an evolutionary time frame. The nucleotide sequences of the human and orangutan genes were determined by direct sequencing of cDNAs prepared from RNA previously isolated from whole fresh blood taken from these two species.
The next step is to determine how chimpanzee CD59 contributes to chimpanzee resistance to progression to full-blown AIDS using assays of HIV replication in cell culture. Human white blood cell lines, transfected with, and expressing, the chimpanzee CD59 protein, should display reduced rates of viral replication (using standard assays familiar to practitioners of the art) as compared to control lines of untransfected human cells. In contrast, chimpanzee white blood cell lines expressing human CD59 should display increased viral loads as compared to control, untransfected chimpanzee cell lines.
Example 18
Molecular Modeling of CD59
Modeling of the inferred chimpanzee protein sequence of CD59 upon the known three-dimensional structure of human (Merl et al. 1996 Biochem J. 316:923-935) has provided additional evidence for the role of this protein in explaining chimpanzee resistance to AIDS progression. It has been shown that in human CD59, residue Asn 77 is the link for the GPI anchor (Meri et al. (1996) Biochem J. 316:923-935), which is essential for function of the protein. The GPI anchor is responsible for anchoring the protein to the cell membrane (Meri et al. (1996), supra). Our sequencing of the chimpanzee CD59 gene reveals that the inferred protein structure of chimpanzee CD59 contains a duplication of the section of the protein that contains the GPI link, i.e., NEQLENGG (see Table 7 and FIG. 10 ).
TABLE 7
Comparison of Human and Chimpanzee CD59 Amino Acid Sequence
Human
SLQCYNCPNP TADCKTAVNC SSDFDACLIT KAGLQVYNYC
Chimpanzee
SLQCYNCPNP TADCKTAVNC SSDFDACLIT KAGLQVYNKC
Human
WK F EHCNF N D V TTRLRENEL TYYCCKKDLC NFNEQLENGG
Chimpanzee
WK L EHCNF K D L TTRLRENEL TYYCCKKDLC NFNEQLENGG
Human
-----------------TSLS EKTVLL L VTP FLAAAAWSLHP
Chimpanzee
NEQLENGGNE QLENGG TSLS EKTVLL R VTP FLAAAAWSLHP
Human
(SEQ ID NO: 12)
Chimpanzee
(SEQ ID NO: 13)
Italics/underline indicates variation in amino acids.
This suggests that while the basic function of CD59 is most likely conserved between chimpanzee and human, some changes have probably occurred in the orientation of the protein with respect to the cell membrane. This may render the chimpanzee protein unusable to the HIV virion when it is incorporated by the virion. Alternatively, the chimpanzee protein may not be subject to incorporation by the HIV virion, in contrast to the human CD59. Either of these (testable) alternatives would likely mean that in the chimpanzee, HIV virions are subject to attack by MAC complexes. This would thus reduce amounts of virus available to replicate, and thus contribute to chimpanzee resistance to progression to full-blown AIDS. Once these alternatives have been tested to determine which is correct, then the information can be used to design a therapeutic intervention for infected humans that mimics the chimpanzee resistance to progression to full-blown AIDS.
Example 19
Identification of Positively-Selected DC-SIGN
Comparative evolutionary analyses of DC-SIGN genes of human, chimpanzee and gorilla have revealed that the chimpanzee DC-SIGN gene has been subjected to positive selection. FIGS. 11-13 (SEQ. ID. NOS. 6-8) show the nucleotide sequences of human, chimpanzee and gorilla DC-SIGN genes, respectively. Table 8 provides the K A /K S values calculated by pairwise comparison of the human, chimpanzee and gorilla DC-SIGN genes. Note that only those comparisons with chimpanzee show K A /K S values greater than one, indicating that the chimpanzee gene has been positively selected.
TABLE 8
K A /K S Ratios for Selected Primate DC-SIGN cDNA Sequences
Genes Compared
K A /K S Ratios
Chimpanzee to Human
1.3
Human to Gorilla
0.87
Chimpanzee to Gorilla
1.3
As discussed herein, DC-SIGN is expressed on dendritic cells and is known to provide a mechanism for transport of HIV-1 virus to the lymph nodes. HIV-1 binds to the extracellular portion of DC-SIGN and infects the undifferentiated T cells in the lymph nodes via their CD4 proteins. This expansion in infection ultimately leads to compromise of the immune system and subsequently to full-blown AIDS. Interestingly, DC-SIGNS's major ligand appears to be ICAM-3. As described herein, chimpanzee ICAM-3 shows the highest K A /K S ratio of any known AIDS-related protein. It is not yet clear whether positive selection on chimpanzee ICAM-3 was a result of compensatory changes that allow ICAM-3 to retain its ability to bind to DC-SIGN.
Example 20
Detection of Positive Selection upon Chimpanzee p44
As is often true, whole protein comparisons for human and chimpanzee p44 display K A /K S ratios less than one. This is because the accumulated “noise” of silent substitutions in the full-length CDS can obscure the signal of positive selection if it has occurred in a small section of the protein. However, examination of exon 2 of the chimpanzee and human homologs reveals that this portion of the gene (and the polypeptide it codes for) has been positively selected. The K A /K S ratio for exon 2 is 1.5 (P<0.05). Use of this invention allowed identification of the specific region of the protein that has been positively selected.
Two alleles of p44 were detected in chimpanzees that differ by a single synonymous substitution (see FIG. 16 ). For human to chimpanzee, the whole protein K A /K S ratio for allele A is 0.42, while the ratio for allele B is 0.45.
In FIG. 16 , the CDS of human (Ace. NM — 006417) and chimpanzee (Ace. D90034) p44 gene are aligned, with the positively selected exon 2 underlined (note that exon 2 begins at the start of the CDS, as exon 1 is non-coding.). Human is labeled Hs ( Homo sapiens ), chimpanzee is labeled Pt ( Pan troglodytes ). Nonsynonymous differences between the two sequences are in bold, synonymous differences are in italics. Chimpanzee has a single heterozygous base (position 212), shown as “M”, using the IUPAC code to signify either adenine (“A”) or cytosine (“C”). Note that one of these (“C”) represents a nonsynonymous difference from human, while “A” is identical to the same position in the human homolog. Thus these two chimpanzee alleles differ slightly in their K A /K S ratios relative to human p44.
Example 21
Methods for Screening Agents that May be Useful in Treatment of HCV in Humans
Candidate agents can be screened in vitro for interaction with purified p44, especially exon 2. Candidate agents can be designed to interact with human p44 exon 2 so that human p44 can mimic the structure and/or function of chimpanzee p44. Human and chimpanzee p44 are known and can be synthesized using methods known in the art.
Molecular modeling of small molecules to dock with their targets, computer assisted new lead design, and computer assisted drug discovery are well known in the art and are described, e.g., in Cohen, N. C. (ed.) Guidebook on Molecular Modeling in Drug Design, Academic Press (1996). Additionally, there are numerous commercially available available molecular modeling software packages.
Affinity chromatography can be used to partition candidate agents that bind in vitro to human p44 (especially exon 2) from those that do not. It may also be useful to partition candidate agents that no only bind to human p44 exon 2, but also do not bind to chimpanzee p44 exon 2, so as to eliminate those agents that are not specific to the human p44 exon 2.
Optionally, x-ray crystallography structures of p44-agent complexes can be compared to x-ray structures of human p44 and chimpanzee p44 to determine if the human p44-agent complexes more closely resemble x-ray structures of chimpanzee p44 structures.
Further, candidate agents can be screened for favorable interactions with p44 during HCV infection of hepatocytes in vitro. Fournier et al. (1998) J. Gen. Virol. 79:2367 report that adult normal human hepatocytes in primary culture can be successfully infected with HCV and used as an in vitro HCV model (see also Rumin et al. (1999) J. Gen. Virology 80:3007). Favre et al. (2001) CR Acad. Sci. III 324(12):1141-8, report that a robust in vitro infection of hepatocytes with HCV is facilitated by removal of cell-bound lipoproteins prior to addition of viral inocula from human sera. Further, Kitamura et al. (1994) Eur. J. Biochem. 224:877-83, report that IFNα/β induces human p44 gene in hepatocytes in vitro. The p44 protein is produced in vivo in infected human livers (Patzwahl, R. et al. (2000) J. Virology 75(3):1332). While it is presently not clear if p44 is produced by human hepatocytes in vitro during HCV infection, if it is not, IFNα/β could be added to induce p44. This in vitro system could serve as a suitable model for screening candidate agents for their capacity to favorably interact with human p44 in HCV infected hepatocytes.
An assay for favorable interaction of candidate agents with p44 in in vitro cultured cells could be the enhancement of p44 assembly into microtubules in the cultured hepatocytes. Assembled chimpanzee p44 microtubular aggregates associated with NANB hepatitis infection in chimpanzees have been detected by antibodies described in Takahashi, K. et al. (1990) J. Gen. Virology 71(Pt9):2005-11. These antibodies may be useful in detecting human p44 microtubular aggregates. Alternatively, antibodies to human p44 can be made using methods known in the art.
A direct link between enhanced p44 microtubular assembly and increased resistance to HCV infection in chimpanzees or humans is not known at this time. However, the literature does indicate that increased p44 microtubular assembly is associated with HCV infection in chimpanzees, and chimpanzees are able to resist HCV infection. Specifically, Patzwahl, R. et al. (2000) J. Virology 75:1332-38, reports that p44 is a “component of the double-walled membranous tubules which appear as a distinctive alteration in the cytoplasm of hepatocytes after intravenous administration of human non-A, non-B (NANB) hepatitis inocula in chimpanzees.” Likewise, Takahashi, K. et al. (1990) J. Gen. Virology 71(Pt9):2005-11, report that p44 is expressed in NANB hepatitis infected chimpanzees and is a host (and not a viral) protein. Additionally, Patzwahl, R. et al. (2000), supra, report that p44 expression is increased in HCV infected human livers; it is not clear whether the human p44 assembles into microtubules. Finally, Kitamura, A. et al. (1994) Eur. J. Biochem. 224:877 suggest at page 882 that “p44 may function as a mediator of anti-viral activity of interferons against hepatitis C . . . infection, through association with the microtubule aggregates.”
A suitable control could be in vitro cultured chimpanzee hepatocytes that are infected with HCV, and which presumably would express p44 that assembles into microtubules and resist the HCV infection.
The foregoing in vitro model could serve to identify those candidate agents that interact with human p44 to produce a function (microtubule assembly or HCV resistance) that is characteristic of chimpanzee p44 during HCV infection. Candidate agents can also be screened in in vivo animal models for inhibition of HCV. Several in vivo human HCV models have been described in the literature. Mercer, D. et al. (2001) Nat. Med. 7(8):927-33, report that a suitable small animal model for human HCV is a SCID mouse carrying a plasminogen activator transgene (Alb-uPA) with transplanted normal human hepatocytes. The mice have chimeric human livers, and when HCV is administered via inoculation with infected human serum, serum viral titres increase. HCV viral proteins were localized were localized to the human hepatocyte nodules.
Galun, E. et al. (1995) describe a chimeric mouse model developed from BNX (beige/nude/X-linked immunodeficient) mice preconditioned by total body irradiation and reconstituted with SCID mouse bone marrow cells, into which were implanted HCV-infected liver fragments from human patients, or normal liver incubated with HCV serum.
LaBonte, P. et al. (2002) J. Med. Virol. 66(3):312-9, describe a mouse model developed by orthotopic implantation of human hepatocellular carcinoma cells (HCC) into athymic nude mice. The human tumors produce HCV RNA.
Any of the foregoing mouse models could be treated with IFN-α/β to induce p44 production (if necessary), and candidate agents could be added to detect any inhibition in HCV infection by, e.g., reduction in serum viral titer.
As a control, chimpanzee liver hepatocytes can be implanted into SCID or another suitable mouse to create a chimeric liver, and infected with HCV. Presumably, the chimp livers in the control mouse model would express p44 and be more resistant to HCV infection.
The experimental mice with the human hepatocytes are administered candidate agents and the course of the HCV infection (e.g., viral titres) is then monitored in the control and experimental models. Those agents that improve resistance in the experimental mice to the point where the human p44 function approaches (or perhaps exceeds) the chimpanzee p44 function in the control mouse model, are agents that may be suitable for human clinical trials.
Although the foregoing invention has been described in some detail by way of illustration and example for purposes of clarity and understanding, it will be apparent to those of ordinary skill in the art that certain changes and modifications can be practiced. Therefore, the description and examples should not be construed as limiting the scope of the invention, which is delineated by the appended claims.
1.PublishNumber: US-2010159440-A1
2.Date Publish: 20100624
3.Inventor: MESSIER WALTER
SIKELA JAMES
4.Inventor Harmonized: MESSIER WALTER(US)
SIKELA JAMES(US)
5.Country: US
6.Claims:
(en)The present invention provides methods for identifying evolutionarily significant polynucleotide and polypeptide sequences in human and/or non-human primates which may be associated with a physiological condition, such as enhanced resistance to HCV infection. The invention also provides methods for identifying evolutionarily significant polynucleotides with mutations that are correlated with susceptibility to diseases, such as BRCA1 exon 11. The methods employ comparison of human and non-human primate sequences using statistical methods. Sequences thus identified may be useful as host therapeutic targets and/or in screening assays.
7.Description:
(en)CROSS-REFERENCE TO RELATED APPLICATIONS
This application is a continuation of U.S. Ser. No. 11/058,065, filed Feb. 15, 2005 (now U.S. Pat. No. 7,462,460), which is a divisional of U.S. Ser. No. 10/098,600, filed Mar. 14, 2002 (now U.S. Pat. No. 6,866,996), which is a continuation-in-part of U.S. Ser. No. 09/942,252, filed Aug. 28, 2001 (now abandoned), which is a continuation-in-part of U.S. Ser. No. 09/591,435, filed Jun. 9, 2000, now U.S. Pat. No. 6,280,953, which is a continuation-in-part of U.S. patent application Ser. No. 09/240,915, filed Jan. 29, 1999, now U.S. Pat. No. 6,228,586, which claims priority from U.S. Provisional Patent Application Ser. No. 60/098,987, filed Sep. 2, 1998, and U.S. Provisional Patent Application Ser. No. 60/073,263, filed Jan. 30, 1998, each of which is incorporated herein in its entirety by reference.
TECHNICAL FIELD
This invention relates to using molecular and evolutionary techniques to identify polynucleotide and polypeptide sequences corresponding to evolved traits that may be relevant to human diseases or conditions, such as unique or enhanced human brain functions, longer human life spans, susceptibility or resistance to development of infectious disease (such as AIDS and hepatitis C), susceptibility or resistance to development of cancer, and aesthetic traits, such as hair growth, susceptibility or resistance to acne, or enhanced muscle mass.
BACKGROUND OF THE INVENTION
Humans differ from their closest evolutionary relatives, the non-human primates such as chimpanzees, in certain physiological and functional traits that relate to areas important to human health and well-being. For example, (1) humans have unique or enhanced brain function (e.g., cognitive skills, etc.) compared to chimpanzees; (2) humans humans have a longer life-span than non-human primates; (3) chimpanzees are resistant to certain infectious diseases that afflict humans, such as AIDS and hepatitis C; (4) chimpanzees appear to have a lower incidence of certain cancers than humans; (5) chimpanzees do not suffer from acne or alopecia (baldness); (6) chimpanzees have a higher percentage of muscle to fat; (7) chimpanzees are more resistant to malaria; (8) chimpanzees are less susceptible to Alzheimer=s disease; and (9) chimpanzees have a lower incidence of atherosclerosis. At the present time, the genes underlying the above human/chimpanzee differences are not known, nor, more importantly, are the specific changes that have evolved in these genes to provide these capabilities. Understanding the basis of these differences between humans and our close evolutionary relatives will provide useful information for developing effective treatments for related human conditions and diseases.
Classic evolution analysis, which compares mainly the anatomic features of animals, has revealed dramatic morphological and functional differences between human and non-human primates; yet, the human genome is known to share remarkable sequence similarities with that of other primates. For example, it is generally concluded that human DNA sequence is roughly 98.5% identical to chimpanzee DNA and only slightly less similar to gorilla DNA. McConkey and Goodman (1997) TIG 13:350-351. Given the relatively small percentage of genomic difference between humans and closely related primates, it is possible, if not likely, that a relatively small number of changes in genomic sequences may be responsible for traits of interest to human health and well-being, such as those listed above. Thus, it is desirable and feasible to identify the genes underlying these traits and to glean information from the evolved changes in the proteins they encode to develop treatments that could benefit human health and well-being. Identifying and characterizing these sequence changes is crucial in order to benefit from evolutionary solutions that have eliminated or minimized diseases or that provide unique or enhanced functions.
Recent developments in the human genome project have provided a tremendous amount of information on human gene sequences. Furthermore, the structures and activities of many human genes and their protein products have been studied either directly in human cells in culture or in several animal model systems, such as the nematode, fruit fly, zebrafish and mouse. These model systems have great advantages in being relatively simple, easy to manipulate, and having short generation times. Because the basic structures and biological activities of many important genes have been conserved throughout evolution, homologous genes can be identified in many species by comparing macromolecule sequences. Information obtained from lower species on important gene products and functional domains can be used to help identify the homologous genes or functional domains in humans. For example, the homeo domain with DNA binding activity first discovered in the fruit fly Drosophila was used to identify human homologues that possess similar activities.
Although comparison of homologous genes or proteins between human and a lower model organism may provide useful information with respect to evolutionarily conserved molecular sequences and functional features, this approach is of limited use in identifying genes whose sequences have changed due to natural selection. With the advent of the development of sophisticated algorithms and analytical methods, much more information can be teased out of DNA sequence changes. The most powerful of these methods, “K A /K S ” involves pairwise comparisons between aligned protein-coding nucleotide sequences of the ratios of
nonsynonymous
nucleotide
substitutions
per
nonsynonymous
site
(
K
A
)
synonymous
substitutions
per
synonymous
site
(
K
S
)
(where nonsynonymous means substitutions that change the encoded amino acid and synonymous means substitutions that do not change the encoded amino acid). “K A /K S -type methods” includes this and similar methods. These methods have been used to demonstrate the occurrence of Darwinian molecular-level positive selection, resulting in amino acid differences in homologous proteins. Several groups have used such methods to document that a particular protein has evolved more rapidly than the neutral substitution rate, and thus supports the existence of Darwinian molecular-level positive selection. For selection. For example, McDonald and Kreitman (1991) Nature 351:652-654 propose a statistical test of neutral protein evolution hypothesis based on comparison of the number of amino acid replacement substitutions to synonymous substitutions in the coding region of a locus. When they apply this test to the Adh locus of three Drosophila species, they conclude that it shows instead that the locus has undergone adaptive fixation of selectively advantageous mutations and that selective fixation of adaptive mutations may be a viable alternative to the clocklike accumulation of neutral mutations as an explanation for most protein evolution. Jenkins et al. (1995) Proc. R. Soc. Lond. B 261:203-207 use the McDonald & Kreitman test to investigate whether adaptive evolution is occurring in sequences controlling transcription (non-coding sequences).
Nakashima et al. (1995) Proc. Natl. Acad. Sci. USA 92:5606-5609, use the method of Miyata and Yasunaga to perform pairwise comparisons of the nucleotide sequences of ten PLA2 isozyme genes from two snake species; this method involves comparing the number of nucleotide substitutions per site for the noncoding regions including introns (K N ) and the K A and K S . They conclude that the protein coding regions have been evolving at much higher rates than the noncoding regions including introns. The highly accelerated substitution rate is responsible for Darwinian molecular-level evolution of PLA2 isozyme genes to produce new physiological activities that must have provided strong selective advantage for catching prey or for defense against predators. Endo et al. (1996) Mol. Biol. Evol. 13(5):685-690 use the method of Nei and Gojobori, wherein d N is the number of nonsynonymous substitutions and d S is the number of synonymous substitutions, for the purpose of identifying candidate genes on which positive selection operates. Metz and Palumbi (1996) Mol. Biol. Evol. 13(2):397-406 use the McDonald & Kreitman test as well as a method attributed to Nei and Gojobori, Nei and Jin, and Kumar, Tamura, and Nei; examining the average proportions of P n , the replacement substitutions per replacement site, and P s , the silent substitutions per silent site, to look for evidence of positive selection on bindin genes in sea urchins to investigate whether they have rapidly evolved as a prelude to species formation. Goodwin et al. (1996) Mol. Biol. Evol. 13(2):346-358 uses similar methods to examine the evolution of a particular murine gene murine gene family and conclude that the methods provide important fundamental insights into how selection drives genetic divergence in an experimentally manipulatable system. Edwards et al. (1995) use degenerate primers to pull out MHC loci from various species of birds and an alligator species, which are then analyzed by the Nei and Gojobori methods (d N : d S ratios) to extend MHC studies to nonmammalian vertebrates. Whitfield et al. (1993) Nature 364:713-715 use Ka/Ks analysis to look for directional selection in the regions flanking a conserved region in the SRY gene (that determines male sex). They suggest that the rapid evolution of SRY could be a significant cause of reproductive isolation, leading to new species. Wettsetin et al. (1996) Mol. Biol. Evol. 13(1):56-66 apply the MEGA program of Kumar, Tamura and Nei and phylogenetic analysis to investigate the diversification of MHC class I genes in squirrels and related rodents. Parham and Ohta (1996) Science 272:67-74 state that a population biology approach, including tests for selection as well as for gene conversion and neutral drift are required to analyze the generation and maintenance of human MHC class I polymorphism. Hughes (1997) Mol. Biol. Evol. 14(1):1-5 compared over one hundred orthologous immunoglobulin C2 domains between human and rodent, using the method of Nei and Gojobori (d N :d S ratios) to test the hypothesis that proteins expressed in cells of the vertebrate immune system evolve unusually rapidly. Swanson and Vacquier (1998) Science 281:710-712 use d N : d s ratios to demonstrate concerted evolution between the lysin and the egg receptor for lysin and discuss the role of such concerted evolution in forming new species (speciation).
Due to the distant evolutionary relationships between humans and these lower animals, the adaptively valuable genetic changes fixed by natural selection are often masked by the accumulation of neutral, random mutations over time. Moreover, some proteins evolve in an episodic manner; such episodic changes could be masked, leading to inconclusive results, if the two genomes compared are not close enough. Messier and Stewart (1997) Nature 385:151-154. In fact, studies have shown that the occurrence of adaptive selection in protein evolution is often underestimated when predominantly distantly related sequences are compared. Endo et al. (1996) Mol. Biol. Evol. 37:441-456; 456; Messier and Stewart (1997) Nature 385:151-154.
Molecular evolution studies within the primate family have been reported, but these mainly focus on the comparison of a small number of known individual genes and gene products to assess the rates and patterns of molecular changes and to explore the evolutionary mechanisms responsible for such changes. See generally, Li, Molecular Evolution , Sinauer Associates, Sunderland, Mass., 1997. Furthermore, sequence comparison data are used for phylogenetic analysis, wherein the evolution history of primates is reconstructed based on the relative extent of sequence similarities among examined molecules from different primates. For example, the DNA and amino acid sequence data for the enzyme lysozyme from different primates were used to study protein evolution in primates and the occurrence of adaptive selection within specific lineages. Malcolm et al. (1990) Nature 345:86-89; Messier and Stewart (1997). Other genes that have been subjected to molecular evolution studies in primates include hemoglobin, cytochrome c oxidase, and major histocompatibility complex (MHC). Nei and Hughes in: Evolution at the Molecular Level , Sinauer Associates, Sunderland, Mass. 222-247, 1991; Lienert and Parham (1996) Immunol. Cell Biol. 74:349-356; Wu et al. (1997) J. Mol. Evol. 44:477-491. Many non-coding sequences have also been used in molecular phylogenetic analysis of primates. Li, Molecular Evolution , Sinauer Associates, Sunderland, Mass. 1997. For example, the genetic distances among primate lineages were estimated from orthologous non-coding nucleotide sequences of beta-type globin loci and their flanking regions, and the evolution tree constructed for the nucleotide sequence orthologues depicted a branching pattern that is largely congruent with the picture from phylogenetic analyses of morphological characters. Goodman et al. (1990) J. Mol. Evol. 30:260-266.
Zhou and Li (1996) Mol. Biol. Evol. 13(6):780-783 applied K A /K S analysis to primate genes. It had previously been reported that gene conversion events likely have occurred in introns 2 and 4 between the red and green retinal pigment genes during human evolution. However, intron 4 sequences of the red and green retinal pigment genes from one European human were completely identical, suggesting a recent gene conversion conversion event. In order to determine if the gene conversion event occurred in that individual, or a common ancestor of Europeans, or an even earlier hominid ancestor, the authors sequenced intron 4 of the red and green pigment gene from a male Asian human, a male chimpanzee, and a male baboon, and applied K A /K S analysis. They observed that the divergence between the two genes is significantly lower in intron 4 than in surrounding exons, suggesting that strong natural selection has acted against sequence homogenization.
Wolinsky et al. (1996) Science 272:537-542 used comparisons of nonsynonymous to synonymous base substitutions to demonstrate that the HIV virus itself (i.e., not the host species) is subject to adaptive evolution within individual human patients. Their goal was simply to document the occurrence of positive selection in a short time frame (that of a human patient=s course of disease). Niewiesk and Bangham (1996) J Mol Evol 42:452-458 used the D n /D s approach to ask a related question about the HTLV-1 virus, i.e., what are the selective forces acting on the virus itself. Perhaps because of an insufficient sample size, they were unable to resolve the nature of the selective forces. In both of these cases, although K A /K S -type methods were used in relation to a human virus, no attempt was made to use these methods for therapeutic goals (as in the present application), but rather to pursue narrow academic goals.
As can be seen from the papers cited above, analytical methods of molecular evolution to identify rapidly evolving genes (K A /K S -type methods) can be applied to achieve many different purposes, most commonly to confirm the existence of Darwinian molecular-level positive selection, but also to assess the frequency of Darwinian molecular-level positive selection, to understand phylogenetic relationships, to elucidate mechanisms by which new species are formed, or to establish single or multiple origin for specific gene polymorphisms. What is clear is from the papers cited above and others in the literature is that none of the authors applied K A /K S -type methods to identify evolutionary solutions, specific evolved changes, that could be mimicked or used in the development of treatments to prevent or cure human conditions or diseases or to modulate unique or enhanced human functions. They have not used K A /K S type analysis as a as a systematic tool for identifying human or non-human primate genes that contain evolutionarily significant sequence changes and exploiting such genes and the identified changes in the development of treatments for human conditions or diseases.
The identification of human genes that have evolved to confer unique or enhanced human functions compared to homologous chimpanzee genes could be applied to developing agents to modulate these unique human functions or to restore function when the gene is defective. The identification of the underlying chimpanzee (or other non-human primate) genes and the specific nucleotide changes that have evolved, and the further characterization of the physical and biochemical changes in the proteins encoded by these evolved genes, could provide valuable information, for example, on what determines susceptibility and resistance to infectious viruses, such as HIV and HCV, what determines susceptibility or resistance to the development of certain cancers, what determines susceptibility or resistance to acne, how hair growth can be controlled, and how to control the formation of muscle versus fat. This valuable information could be applied to developing agents that cause the human proteins to behave more like their chimpanzee homologues.
All references cited herein are hereby incorporated by reference in their entirety.
SUMMARY OF THE INVENTION
The present invention provides methods for identifying polynucleotide and polypeptide sequences having evolutionarily significant changes which are associated with physiological conditions, including medical conditions. The invention applies comparative primate genomics to identify specific gene changes which may be associated with, and thus responsible for, physiological conditions, such as medically or commercially relevant evolved traits, and using the information obtained from these evolved genes to develop human treatments. The non-human primate sequences employed in the methods described herein may be any non-human primate, and are preferably a member of the hominoid group, more preferably a chimpanzee, bonobo, gorilla and/or orangutan, and most preferably a chimpanzee.
In one preferred embodiment, a non-human primate polynucleotide or polypeptide has undergone natural selection that resulted in a positive evolutionarily significant change (i.e., the non-human primate polynucleotide or polypeptide has a positive attribute not present in humans). In this embodiment the positively selected polynucleotide or polypeptide may be associated with susceptibility or resistance to certain diseases or with other commercially relevant traits. Examples of this embodiment include, but are not limited to, polynucleotides and polypeptides that are positively selected in non-human primates, preferably chimpanzees, that may be associated with susceptibility or resistance to infectious diseases and cancer. An example of a commercially relevant trait may include aesthetic traits such as hair growth, muscle mass, susceptibility or resistance to acne. An example of the disease resistance/susceptibility embodiment includes polynucleotides and polypeptides associated with the susceptibility or resistance to HIV dissemination, propagation and/or development of AIDS. The present invention can thus be useful in gaining insight into the molecular mechanisms that underlie resistance to HIV dissemination, propagation and/or development of AIDS, providing information that can also be useful in discovering and/or designing agents such as drugs that prevent and/or delay development of AIDS. Specific genes that have been positively selected in chimpanzees that may relate to AIDS or other infectious diseases are ICAM-1, ICAM-2, ICAM-3, MIP-1-a, CD59 and DC-SIGN. 17-β-hydroxysteroid dehydrogenase Type IV is a specific gene has been positively selected in chimpanzees that may relate to cancer.
Additionally, the p44 gene is a gene that has been positively selected in chimpanzees and is believed to contribute to their HCV resistance.
In another preferred embodiment, a human polynucleotide or polypeptide has undergone natural selection that resulted in a positive evolutionarily significant change (i.e., the human polynucleotide or polypeptide has a positive attribute not present in non-human primates). One example of this embodiment is that the polynucleotide or polypeptide may be associated with unique or enhanced functional capabilities of the human brain compared to non-human primates. Another is the longer life-span of humans compared to non-human primates. A third is a commercially important aesthetic trait (e.g., trait (e.g., normal or enhanced breast development). The present invention can thus be useful in gaining insight into the molecular mechanisms that underlie unique or enhanced human functions or physiological traits, providing information which can also be useful in designing agents such as drugs that modulate such unique or enhanced human functions or traits, and in designing treatment of diseases or conditions related to humans. As an example, the present invention can thus be useful in gaining insight into the molecular mechanisms that underlie human cognitive function, providing information which can also be useful in designing agents such as drugs that enhance human brain function, and in designing treatment of diseases related to the human brain. A specific example of a human gene that has positive evolutionarily significant changes when compared to non-human primates is a tyrosine kinase gene, the KIAA0641 or NM — 004920 gene.
Accordingly, in one aspect, the invention provides methods for identifying a polynucleotide sequence encoding a polypeptide, wherein said polypeptide may be associated with a physiological condition (such as a medically or commercially relevant positive evolutionarily significant change). The positive evolutionarily significant change can be found in humans or in non-human primates. In a preferred embodiment the invention provides a method for identifying a human AATYK polynucleotide sequence encoding a human AATYK polypeptide associated with an evolutionarily significant change. In another preferred embodiment, the invention provides a method for identifying a p44 polynucleotide and polypeptide that are associated with enhanced HCV resistance in chimpanzees relative to humans.
For any embodiment of this invention, the physiological condition may be any physiological condition, including those listed herein, such as, for example, disease (including susceptibility or resistance to disease) such as cancer, infectious disease (including viral diseases such as AIDS or HCV-associated chronic hepatitis); life span; brain function, including cognitive function or developmental sculpting; and aesthetic or cosmetic qualities, such as enhanced breast development.
In one aspect of the invention, methods are provided for identifying a polynucleotide sequence encoding a human polypeptide, wherein said polypeptide may be associated with a physiological condition that is present in human(s), comprising the steps of: a) comparing human protein-coding polynucleotide sequences to protein-coding polynucleotide sequences of a non-human primate, wherein the non-human primate does not have the physiological condition (or has it to a lesser degree); and b) selecting a human polynucleotide sequence that contains a nucleotide change as compared to corresponding sequence of the non-human primate, wherein said change is evolutionarily significant. In some embodiments, the human protein coding sequence (and/or the polypeptide encoded therein) may be associated with development and/or maintenance of a physiological condition or trait or a biological function. In some embodiments, the physiological condition or biological function may be life span, brain or cognitive function, or breast development (including adipose, gland and duct development). Methods used to assess the nucleotide change, and the nature(s) of the nucleotide change, are described herein, and apply to any and all embodiments. In a preferred embodiment, the method is a method for identifying a human AATYK polynucleotide sequence encoding a human AATYK polypeptide.
In other embodiments, methods are provided that comprise the steps of: (a) comparing human protein-coding nucleotide sequences to protein-coding nucleotide sequences of a non-human primate, preferably a chimpanzee, that is resistant to a particular medically relevant disease state, wherein the human protein coding sequence is or is believed to be associated with development of the disease; and (b) selecting a non-human polynucleotide sequence that contains at least one nucleotide change as compared to the corresponding sequence of the human, wherein the change is evolutionarily significant. The sequences identified by these methods may be further characterized and/or analyzed to confirm that they are associated with the development of the disease state or condition. The most preferred disease states that are applicable to these methods are cancer and infectious diseases, including AIDS, hepatitis C and leprosy.
In one embodiment, chimpanzee polynucleotide sequences are compared to human polynucleotide sequences to identify a p44 sequence that is evolutionarily significant. The significant. The p44 protein is (or is believed to be) associated with the enhanced HCV resistance of chimpanzees relative to humans.
In another aspect, methods are provided for identifying an evolutionarily significant change in a human brain polypeptide-coding polynucleotide sequence, comprising the steps of a) comparing human brain polypeptide-coding polynucleotide sequences to corresponding sequences of a non-human primate; and b) selecting a human polynucleotide sequence that contains a nucleotide change as compared to corresponding sequence of the non-human primate, wherein said change is evolutionarily significant. In some embodiments, the human brain polypeptide coding nucleotide sequences correspond to human brain cDNAs. In preferred embodiments, the human brain polypeptide-coding polynucleotide sequence is an AATYK sequence.
Another aspect of the invention includes methods for identifying a positively selected human evolutionarily significant change. These methods comprise the steps of: (a) comparing human polypeptide-coding nucleotide sequences to polypeptide-coding nucleotide sequences of a non-human primate; and (b) selecting a human polynucleotide sequence that contains at least one (i.e., one or more) nucleotide change as compared to corresponding sequence of the non-human primate, wherein said change is evolutionarily significant. The sequences identified by this method may be further characterized and/or analyzed for their possible association with biologically or medically relevant functions or traits unique or enhanced in humans. In preferred embodiments, the human polypeptide-coding nucleotide sequence is an AATYK sequence.
Another embodiment of the present invention is a method for large scale sequence comparison between human polypeptide-coding polynucleotide sequences and the polypeptide-coding polynucleotide sequences from a non-human primate, e.g., chimpanzee, comprising: (a) aligning the human polynucleotide sequences with corresponding polynucleotide sequences from non-human primate according to sequence homology; and (b) identifying any nucleotide changes within the human sequences as compared to the homologous sequences from the non-human primate, wherein the changes are evolutionarily significant. In some embodiments, the protein coding sequences are sequences are from brain.
In some embodiments, a nucleotide change identified by any of the methods described herein is a non-synonymous substitution. In some embodiments, the evolutionary significance of the nucleotide change is determined according to the non-synonymous substitution rate (K A ) of the nucleotide sequence. In some embodiments, the evolutionarily significant changes are assessed by determining the K A /K S ratio between the human gene and the homologous gene from non-human primate (such as chimpanzee), and preferably that ratio is at least about 0.75, more preferably greater than about 1 (unity) (i.e., at least about 1), more preferably at least about 1.25, more preferably at least about 1.50, and more preferably at least about 2.00. In other embodiments, once a positively selected gene has been identified between human and a non-human primate (such as chimpanzee or gorilla), further comparisons are performed with other non-human primates to confirm whether the human or the non-human primate (such as chimpanzee or gorilla) gene has undergone positive selection.
In another aspect, the invention provides methods for correlating an evolutionarily significant human nucleotide change to a physiological condition in a human (or humans), which comprise analyzing a functional effect (which includes determining the presence of a functional effect), if any, of (the presence or absence of) a polynucleotide sequence identified by any of the methods described herein, wherein presence of a functional effect indicates a correlation between the evolutionarily significant nucleotide change and the physiological condition. Alternatively, in these methods, a functional effect (if any) may be assessed using a polypeptide sequence (or a portion of the polypeptide sequence) encoded by a nucleotide sequence identified by any of the methods described herein.
In a preferred embodiment, the polynucleotide sequence or polypeptide sequence is a human or chimpanzee p44 polynucleotide sequence (SEQ ID NO. 34 OR 31) or polypeptide sequence (SEQ ID NO. 36 OR 33). In a more preferred embodiment, the p44 polynucleotide sequences are the exon 2 sequences having nucleotides 1-457 of SEQ ID NO:34 (human), and nucleotides 1-457 of SEQ ID NO:31 (chimpanzee), or fragments thereof containing the exon 2 evolutionarily significant chimpanzee nucleotides or the corresponding human nucleotides. Such fragments are preferably between 18 and 225 nucleotides in length.
The present invention also provides comparison of the identified polypeptides by physical and biochemical methods widely used in the art to determine the structural or biochemical consequences of the evolutionarily significant changes. Physical methods are meant to include methods that are used to examine structural changes to proteins encoded by genes found to have undergone adaptive evolution. Side-by-side comparison of the three-dimensional structures of a protein (either human or non-human primate) and the evolved homologous protein (either non-human primate or human, respectively) will provide valuable information for developing treatments for related human conditions and diseases. For example, using the methods of the present invention, the chimpanzee ICAM-1 gene was identified as having positive evolutionary changes compared to human ICAM-1. In a three-dimensional model of two functional domains of the human ICAM-1 protein it can be seen that five of the six amino acids that have been changed in chimpanzees are immediately adjacent to (i.e., physically touching) amino acid residues known to be crucial for binding to the ICAM-1 counter-receptor, LFA-1; in each case, the human amino acid has been replaced by a larger amino acid in the chimpanzee ICAM-1. Such information allows insight into designing appropriate therapeutic intervention(s). Accordingly, in another aspect, the invention provides methods for identifying a target site (which includes one or more target sites) which may be suitable for therapeutic intervention, comprising comparing a human polypeptide (or a portion of the polypeptide) encoded in a sequence identified by any of the methods described herein, with a corresponding non-human polypeptide (or a portion of the polypeptide), wherein a location of a molecular difference, if any, indicates a target site.
Likewise, human and chimpanzee p44 polypeptide computer models or x-ray crystallography structures can be compared to determine how the evolutionarily significant amino acid changes of the chimpanzee p44 exon 2 alter the protein's structure, and how agents might be designed to interact with human p4-4 in such a manner that permits it to permits it to mimic chimpanzee p44 structure and/or function.
In another aspect, the invention provides methods for identifying a target site (which includes one or more target sites) which may be suitable for therapeutic intervention, comprising comparing a human polypeptide (or a portion of the polypeptide) encoded in a sequence identified by any of the methods described herein, with a corresponding non-human primate polypeptide (or a portion of the polypeptide), wherein a location of a molecular difference, such as an amino acid difference, if any, indicates a target site. Target sites can also be nonsynonymous nucleotide changes observed between a positively selected polynucleotide identified by any of the methods described herein and its corresponding sequence in the human or non-human primate. In preferred embodiments, the target site is a site on a human p44 polypeptide.
Biochemical methods are meant to include methods that are used to examine functional differences, such as binding specificity, binding strength, or optimal binding conditions, for a protein encoded by a gene that has undergone adaptive evolution. Side-by-side comparison of biochemical characteristics of a protein (either human or non-human primate) and the evolved homologous protein (either non-human primate or human, respectively) will reveal valuable information for developing treatments for related human conditions and diseases.
In another aspect, the invention provides methods of identifying an agent which may modulate a physiological condition, said method comprising contacting an agent (i.e., at least one agent to be tested) with a cell that has been transfected with a polynucleotide sequence identified by any of the methods described herein, wherein an agent is identified by its ability to modulate function of the polynucleotide sequence. In other embodiments, the invention provides methods of identifying an agent which may modulate a physiological condition, said method comprising contacting an agent (i.e., at least one agent) to be tested with a polypeptide (or a fragment of a polypeptide and/or a composition comprising a polypeptide or fragment of a polypeptide) encoded in or within a polynucleotide identified by any of the methods described herein, wherein an agent is identified by its ability to modulate function of the polypeptide. In preferred embodiments embodiments of these methods the polynucleotide sequence is an evolutionarily significant chimpanzee p44 polynucleotide sequence or its corresponding human polynucleotide. In more preferred embodiments, the polynucleotide sequence is nucleotides 1-457 of SEQ ID NO:31 (chimpanzee), and nucleotides 1-458 of SEQ ID NO:34 (human), or fragments thereof containing preferably 18-225 nucleotides and at least one of the chimpanzee evolutionarily significant nucleotides or corresponding human nucleotides. The invention also provides agents which are identified using the screening methods described herein.
In another aspect, the invention provides methods of screening agents which may modulate the activity of the human polynucleotide or polypeptide to either modulate a unique or enhanced human function or trait or to mimic the non-human primate trait of interest, such as susceptibility or resistance to development of a disease, such as HCV-associated chronic hepatitis or AIDS. These methods comprise contacting a cell which has been transfected with a polynucleotide sequence with an agent to be tested, and identifying agents based on their ability to modulate function of the polynucleotide or contacting a polypeptide preparation with an agent to be tested and identifying agents based upon their ability to modulate function of the polypeptide. In preferred embodiments, the polynucleotide sequence is an evolutionarily significant chimpanzee p44 polynucleotide sequence or its corresponding human polynucleotide sequence. In more preferred embodiments, the polynucleotide sequence is nucleotides 1-457 of SEQ ID NO: 31(chimpanzee), or nucleotides 1-457 of SEQ ID NO:34 (human), or fragments thereof containing preferably 18-225 nucleotides and at least one of the chimpanzee evolutionarily significant nucleotides or corresponding human nucleotides.
In another aspect of the invention, methods are provided for identifying candidate polynucleotides that may be associated with decreased resistance to development of a disease in humans, comprising comparing the human polynucleotide sequence with the corresponding non-human primate polynucleotide sequence to identify any nucleotide changes; and determining whether the human nucleotide changes are evolutionarily significant. It has been observed that human polynucleotides that are evolutionarily significant may, in some instances, be associated with increased susceptibility or decreased resistance to the development of human diseases such as cancer. As is described herein, the strongly positively selected BRCA1 gene's exon 11 is also the location of a number of mutations associated with breast, ovarian and/or prostate cancer. Thus, this phenomenon may represent a trade-off between enhanced development of one trait and loss or reduction in another trait in polynucleotides encoding polypeptides of multiple functions. In this way, identification of positively selected human polynucleotides can serve to identify a pool of genes that are candidates for susceptibility to human diseases.
Human candidate evolutionarily significant polynucleotides that are identified in this manner can be evaluated for their role in conferring susceptibility to diseases by analyzing the functional effect of the evolutionarily significant nucleotide change in the candidate polynucleotide in a suitable model system. The presence of a functional effect in the model system indicates a correlation between the nucleotide change in the candidate polynucleotide and the decreased resistance to development of the disease in humans. For example, if an evolutionarily significant polynucleotide containing all the evolutionarily significant nucleotide changes, or a similar polynucleotide with a lesser number of nucleotide changes, is found to increase the susceptibility to the disease at issue in a non-human primate model, this would be a functional effect that correlates the nucleotide change and the disease.
Alternatively, human candidate evolutionarily significant polynucleotides may, in some individuals, have mutations aside from the evolutionarily significant nucleotide changes, that confer the increased susceptibility to the disease. These mutations can be tested in a suitable model system for a functional effect, such as conversion to a neoplastic phenotype, to correlate the mutation to the disease.
Further, the subject method includes a diagnostic method to determine whether a human patient is predisposed to decreased resistance to the development of a disease, by assaying the patient's nucleic acids for the presence of a mutation in an evolutionarily significant polynucleotide, where the presence of the mutation in the polynucleotide has been determined by methods described herein as being diagnostic for decreased resistance to the development of the disease. In one embodiment, the polynucleotide is BRCA1 exon 11, and the disease is breast, prostate or ovarian cancer.
BRIEF DESCRIPTION OF THE DRAWINGS
FIG. 1 depicts a phylogenetic tree for primates within the hominoid group. The branching orders are based on well-supported mitochondrial DNA phylogenies. Messier and Stewart (1997) Nature 385:151-154.
FIG. 2 (SEQ ID NOS:1-3) is a nucleotide sequence alignment between human and chimpanzee ICAM-1 sequences (GenBank® accession numbers X06990 and X86848, respectively). The amino acid translation of the chimpanzee sequence is shown below the alignment.
FIG. 3 shows the nucleotide sequence of gorilla ICAM-1 (SEQ ID NO:4).
FIG. 4 shows the nucleotide sequence of orangutan ICAM-1 (SEQ ID NO:5).
FIGS. 5 (A)-(E) show the polypeptide sequence alignment of ICAM-1 from several primate species (SEQ ID NO:6).
FIGS. 6 (A)-(B) show the polypeptide sequence alignment of ICAM-2 from several primate species (SEQ ID NO:7).
FIGS. 7 (A)-(D) show the polypeptide sequence alignment of ICAM-3 from several primate species (SEQ ID NO:8).
FIG. 8 depicts a schematic representation of a procedure for comparing human/primate brain polynucleotides, selecting sequences with evolutionarily significant changes, and further characterizing the selected sequences. The diagram of FIG. 8 illustrates a preferred embodiment of the invention and together with the description serves to explain the principles of the invention, along with elaboration and optional additional steps. It is understood that any human/primate polynucleotide sequence can be compared by a similar procedure and that the procedure is not limited to brain polynucleotides.
FIG. 9 illustrates the known phylogenetic tree for the species compared in Example 14, with values of b N and b s mapped upon appropriate branches. Values of b N and b s were calculated by the method described in Zhang et al. (1998) Proc. Natl. Acad. Sci. USA 95:3708-3713. Values are shown above the branches; all values are shown 100×, for reasons of clarity. Statistical significance was calculated as for comparisons in Table 5 (Example 14), and levels of statistical significance are as shown as in Table 5. Note that only the branch leading from the human/chimpanzee common ancestor to modern humans shows a statistically significant value for b N −b s .
FIG. 10 illustrates a space-filling model of human CD59 with the duplicated GPI link (Asn) indicated by the darkest shading. This GPI link is duplicated in chimpanzees so that chimp CD59 contains 3 GPI links. The three areas of intermediate shading in FIG. 10 are other residues which differ between chimp and human.
FIG. 11 shows the coding sequence of human DC-SIGN (Genbank Ace. No. M98457) (SEQ. ID. NO. 9).
FIG. 12 shows the coding sequence of chimpanzee DC-SIGN (SEQ. ID. NO. 10).
FIG. 13 shows the coding sequence of gorilla DC-SIGN (SEQ. ID. NO. 11).
FIG. 14A shows the nucleotide sequence of the human AATYK gene. Start and stop codons are underlined (SEQ ID NO:14).
FIG. 14B shows an 1207 amino acid sequence of the human AATYK gene (SEQ ID NO:16).
FIG. 15A shows an 1806 base-pair region of the chimp AATYK gene (SEQ ID NO:17).
FIG. 15B shows an 1785 base-pair region of the gorilla AATYK gene (SEQ ID NO:18).
FIG. 16 shows a 1335 nucleotide region of the aligned chimpanzee (SEQ ID NO:31) and human (SEQ IS NO:34) p44 gene coding region. The underlined portion is exon 2, which was determined to be evolutionarily significant. Non-synonymous differences between the two sequences are indicated in bold, synonymous differences in italics. Chimpanzee has a single heterozygous base (position 212), shown as M (IUPAC code for A or C. The C base represents a nonsynonymous difference from human, while A is identical to the same position in the human homolog. Thus, these two chimpanzee alleles differ slightly in the K A /K S ratios relative to human p44.
DETAILED DESCRIPTION OF THE INVENTION
The present invention applies comparative genomics to identify specific gene changes which are associated with, and thus may contribute to or be responsible for, physiological conditions, such as medically or commercially relevant evolved traits. The invention comprises a comparative genomics approach to identify specific gene changes responsible for differences in functions and diseases distinguishing humans from other non-humans, particularly primates, and most preferably chimpanzees, including the two known species, common chimpanzees and bonobos (pygmy chimpanzees). For example, chimpanzees and humans are 98.5% identical at the DNA sequence level and the present invention can identify the adaptive molecular changes underlying differences between the species in a number of areas, including unique or enhanced human cognitive abilities or physiological traits and chimpanzee resistance to HCV, AIDS and certain cancers. Unlike traditional genomics, which merely identifies genes, the present invention provides exact information on evolutionary solutions that eliminate disease or provide unique or enhanced functions or traits. The present invention identifies genes that have evolved to confer an evolutionary advantage and the specific evolved changes.
The present invention results from the observation that human protein-coding polynucleotides may contain sequence changes that are found in humans but not in other evolutionarily closely related species such as non-human primates, as a result of adaptive selection during evolution.
The present invention further results from the observation that the genetic information of non-human primates may contain changes that are found in a particular non-human primate but not in humans, as a result of adaptive selection during evolution. In this embodiment, a non-human primate polynucleotide or polypeptide has undergone natural selection that resulted in a positive evolutionarily significant change (i.e., the non-human primate polynucleotide or polypeptide has a positive attribute not present in humans). In this embodiment the positively selected polynucleotide or polypeptide may be associated with susceptibility or resistance to certain diseases or other commercially relevant traits. Medically relevant examples of this embodiment include, but are not limited to, polynucleotides and polypeptides that are positively selected in non-human primates, preferably chimpanzees, that may be associated with susceptibility or resistance to infectious diseases and cancer. An example of this embodiment includes polynucleotides and polypeptides associated with the susceptibility or resistance to progression from HIV infection to development of AIDS. The present invention can thus be useful in gaining insight into the molecular mechanisms that underlie resistance to progression from HIV infection to development of AIDS, providing information that can also be useful in discovering and/or designing agents such as drugs that prevent and/or delay development of AIDS. Likewise, the present invention can be useful in gaining insight into the underlying mechanisms for HCV resistance in chimpanzees as compared to humans. Commercially relevant examples include, but are not limited to, polynucleotides and polypeptides that are positively selected in non-human primates that may be associated with aesthetic traits, such as hair growth, absence of acne or muscle mass.
Positively selected human evolutionarily significant changes in polynucleotide and polypeptide sequences may be attributed to human capabilities that provide humans with competitive advantages, particularly when compared to the closest evolutionary relative, chimpanzee, such as unique or enhanced human brain functions. The present invention identifies human genes that evolved to provide unique or enhanced human cognitive abilities and the actual protein changes that confer functional differences will be quite useful in therapeutic approaches to treat cognitive deficiencies as well as cognitive enhancement for the general population.
Other positively selected human evolutionarily significant changes include those sequences that may be attributed to human physiological traits or conditions that are enhanced or unique relative to close evolutionary relatives, such as the chimpanzee, including enhanced breast development. The present invention provides a method of determining whether a polynucleotide sequence in humans that may be associated with enhanced breast development has undergone an evolutionarily significant change relative to a corresponding polynucleotide sequence in a closely related non-human primate. The identification of evolutionarily significant changes in the human polynucleotide that is involved in the development of unique or enhanced human physiological traits is important in the development of agents or drugs that can modulate the activity or function of the human polynucleotide or its encoded polypeptide.
The practice of the present invention employs, unless otherwise indicated, conventional techniques of molecular biology, genetics and molecular evolution, which are within the skill of the art. Such techniques are explained fully in the literature, such as: “Molecular Cloning: A Laboratory Manual”, second edition (Sambrook et al., 1989); “Oligonucleotide Synthesis” (M. J. Gait, ed., 1984); “Current Protocols in Molecular Biology” (F. M. Ausubel et al., eds., 1987); “PCR: The Polymerase Chain Reaction”, (Mullis et al., eds., 1994); “Molecular Evolution”, (Li, 1997).
DEFINITIONS
As used herein, a “polynucleotide” refers to a polymeric form of nucleotides of any length, either ribonucleotides or deoxyribonucleotides, or analogs thereof. This term refers to the primary structure of the molecule, and thus includes double- and single-stranded DNA, as well as double- and single-stranded RNA. It also includes modified polynucleotides such as methylated and/or capped polynucleotides. The terms “polynucleotide” and “nucleotide sequence” are used interchangeably.
As used herein, a “gene” refers to a polynucleotide or portion of a polynucleotide comprising a sequence that encodes a protein. It is well understood in the art that a gene also comprises non-coding sequences, such as 5= and 3=flanking sequences (such as promoters, enhancers, repressors, and other regulatory sequences) as well as introns.
The terms “polypeptide,” “peptide,” and “protein” are used interchangeably herein to refer to polymers of amino acids of any length. These terms also include proteins that are post-translationally modified through reactions that include glycosylation, acetylation and phosphorylation.
A “physiological condition” is a term well-understood in the art and means any condition or state that can be measured and/or observed. A “physiological condition” includes, but is not limited to, a physical condition, such as degree of body fat, alopecia (baldness), acne or enhanced breast development; life-expectancy; disease states (which include susceptibility and/or resistance to diseases), such as cancer or infectious diseases. Examples of physiological conditions are provided below (see, e.g., definitions of “human medically relevant medical condition”, “human commercially relevant condition”, “medically relevant evolved trait”, and “commercially relevant evolved trait”) and throughout the specification, and it is understood that these terms and examples refer to a physiological condition. A physiological condition may be, but is not necessarily, the result of multiple factors, any of which in turn may be considered a physiological condition. A physiological condition which is “present” in a human or non-human primate occurs within a given population, and includes those physiological conditions which are unique and/or enhanced in a given population when compared to another population.
The terms “human medically relevant condition” or “human commercially relevant condition” are used herein to refer to human conditions for which medical or non-medical intervention is desired.
The term “medically relevant evolved trait” is used herein to refer to traits that have evolved in humans or non-human primates whose analysis could provide information (e.g., physical or biochemical data) relevant to the development of a human medical treatment.
The term “commercially relevant evolved trait” is used herein to refer to traits that have evolved in humans or non-human primates whose analysis could provide information (e.g., physical or biochemical data) relevant to the development of a medical or non-medical product or treatment for human use.
The term “K A /K S -type methods” means methods that evaluate differences, frequently (but not always) shown as a ratio, between the number of nonsynonymous substitutions and synonymous substitutions in homologous genes (including the more rigorous methods that determine non-synonymous and synonymous sites). These methods are designated using several systems of nomenclature, including but not limited to K A /K S , d N /d s , D N /D s .
The terms “evolutionarily significant change” or “adaptive evolutionary change” refers to one or more nucleotide or peptide sequence change(s) between two species that may be attributed to a positive selective pressure. One method for determining the presence of an evolutionarily significant change is to apply a K A /K S -type analytical method, such as to measure a K A /K S ratio. Typically, a K A /K S ratio at least about 0.75, more preferably at least about 1.0, more preferably at least about 1.25, more preferably at least about 1.5 and most preferably at least about 2.0 indicates the action of positive selection and is considered to be an evolutionarily significant change.
Strictly speaking, only K A /K S ratios greater than 1.0 are indicative of positive selection. It is commonly accepted that the ESTs in GenBank® and other public databases often suffer from some degree of sequencing error, and even a few incorrect nucleotides can influence K A /K S scores. Thus, all pairwise comparisons that involve public ESTs must be undertaken with care. Due to the errors inherent in the publicly available databases, it is possible that these errors could depress a K A /K S ratio below 1.0. For this reason, K A /K S ratios between 0.75 and 1.0 should be examined carefully in order to determine whether or not a sequencing error has obscured evidence of positive selection. Such errors may be discovered through sequencing methods that are designed to be highly accurate.
The term “positive evolutionarily significant change” means an evolutionarily significant change in a particular species that results in an adaptive change that is positive as compared to other related species. Examples of positive evolutionarily significant changes are changes that have resulted in enhanced cognitive abilities or enhanced or unique physiological conditions in humans and adaptive changes in chimpanzees that have resulted in the ability of the chimpanzees infected with HIV or HCV to be resistant to progression of the infection.
The term “enhanced breast development” refers to the enlarged breasts observed in humans relative to non-human primates. The enlarged human breast has increased adipose, duct and/or gland tissue relative to other primates, and develops prior to first pregnancy and lactation.
The term “resistant” means that an organism, such as a chimpanzee, exhibits an ability to avoid, or diminish the extent of, a disease condition and/or development of the disease, preferably when compared to non-resistant organisms, typically humans. For example, a chimpanzee is resistant to certain impacts of HCV, HIV and other viral infections, and/or it does not develop the ultimate disease (chronic hepatitis or AIDS, respectively).
The term “susceptibility” means that an organism, such as a human, fails to avoid, or diminish the extent of a disease condition and/or development of the disease condition, preferably when compared to an organism that is known to be resistant, such as a non-human primate, such as chimpanzee. For example, a human is susceptible to certain impacts of HCV, HIV and other viral infections and/or development of the ultimate disease (chronic hepatitis or AIDS).
It is understood that resistance and susceptibility vary from individual to individual, and that, for purposes of this invention, these terms also apply to a group of individuals within a species, and comparisons of resistance and susceptibility generally refer to overall, average differences between species, although intra-specific comparisons may be used.
The term “homologous” or “homologue” or “ortholog” is known and well understood in the art and refers to related sequences that share a common ancestor and is determined based on degree of sequence identity. These terms describe the relationship between a gene found in one species and the corresponding or equivalent gene in another species. For purposes of this invention homologous sequences are compared.
“Homologous sequences” or “homologues” or “orthologs” are thought, believed, or known to be functionally related. A functional relationship may be indicated in any one of a number of ways, including, but not limited to, (a) degree of sequence identity; (b) same or same or similar biological function. Preferably, both (a) and (b) are indicated. The degree of sequence identity may vary, but is preferably at least 50% (when using standard sequence alignment programs known in the art), more preferably at least 60%, more preferably at least about 75%, more preferably at least about 85%. Homology can be determined using software programs readily available in the art, such as those discussed in Current Protocols in Molecular Biology (F. M. Ausubel et al., eds., 1987) Supplement 30, section 7.718, Table 7.71. Preferred alignment programs are MacVector (Oxford Molecular Ltd, Oxford, U.K.) and ALIGN Plus (Scientific and Educational Software, Pennsylvania). Another preferred alignment program is Sequencher (Gene Codes, Ann Arbor, Mich.), using default parameters.
The term “nucleotide change” refers to nucleotide substitution, deletion, and/or insertion, as is well understood in the art.
The term “human protein-coding nucleotide sequence” which is “associated with susceptibility to AIDS” as used herein refers to a human nucleotide sequence that encodes a protein that is associated with HIV dissemination (within the organism, i.e., intra-organism infectivity), propagation and/or development of AIDS. Due to the extensive research in the mechanisms underlying progression from HIV infection to the development of AIDS, a number of candidate human genes are believed or known to be associated with one or more of these phenomena. A polynucleotide (including any polypeptide encoded therein) sequence associated with susceptibility to AIDS is one which is either known or implicated to play a role in HIV dissemination, replication, and/or subsequent progression to full-blown AIDS. Examples of such candidate genes are provided below.
“AIDS resistant” means that an organism, such as a chimpanzee, exhibits an ability to avoid, or diminish the extent of, the result of HIV infection (such as propagation and dissemination) and/or development of AIDS, preferably when compared to AIDS-susceptible humans.
“Susceptibility” to AIDS means that an organism, such as a human, fails to avoid, or diminish the extent of, the result of HIV infection (such as propagation and dissemination) and/or development of AIDS, preferably when compared to an organism that is known to be AIDS resistant, such as a non-human primate, such as chimpanzee.
The term “human protein-coding nucleotide sequence” which is “associated with susceptibility to HCV infection” as used herein refers to a human nucleotide sequence that encodes a polypeptide that is associated with HCV dissemination (within the organism, i.e., intra-organism infectivity), propagation and/or development of chronic hepatitis. Candidate human genes are believed or known to be associated with human susceptibility to HCV infection. A polynucleotide (including any polypeptide encoded therein) sequence associated with susceptibility to chronic hepatitis is one which is either known or implicated to play a role in HCV dissemination, replication, and/or subsequent progression to chronic hepatitis or hepatocellular carcinoma. One example of a polynucleotide associated with susceptibility is human p44 exon 2.
“HCV resistant” means that an organism, such as a chimpanzee, exhibits an ability to avoid, or diminish the extent of, the result of HCV infection (such as propagation and dissemination) and/or development of chronic hepatitis, preferably when compared to HCV-susceptible humans.
“Susceptibility” to HCV infection means that an organism, such as a human, fails to avoid, or diminish the extent of, the result of HCV infection (such as propagation and dissemination) and/or development of chronic hepatitis, preferably when compared to an organism that is known to be HCV infection resistant, such as a non-human primate, such as chimpanzee.
The term “brain protein-coding nucleotide sequence” as used herein refers to a nucleotide sequence expressed in the brain that encodes a protein. One example of the “brain protein-coding nucleotide sequence” is a brain cDNA sequence.
As used herein, the term “brain functions unique or enhanced in humans” or “unique functional capabilities of the human brain” or “brain functional capability that is unique or enhanced in humans” refers to any brain function, either in kind or in degree, that is identified and/or observed to be enhanced in humans compared to other non-human primates. Such brain functions include, but are not limited to high capacity information information processing, storage and retrieval capabilities, creativity, memory, language abilities, brain-mediated emotional response, locomotion, pain/pleasure sensation, olfaction, and temperament.
“Housekeeping genes” is a term well understood in the art and means those genes associated with general cell function, including but not limited to growth, division, stasis, metabolism, and/or death. “Housekeeping” genes generally perform functions found in more than one cell type. In contrast, cell-specific genes generally perform functions in a particular cell type (such as neurons) and/or class (such as neural cells).
The term “agent”, as used herein, means a biological or chemical compound such as a simple or complex organic or inorganic molecule, a peptide, a protein or an oligonucleotide. A vast array of compounds can be synthesized, for example oligomers, such as oligopeptides and oligonucleotides, and synthetic organic and inorganic compounds based on various core structures, and these are also included in the term “agent”. In addition, various natural sources can provide compounds for screening, such as plant or animal extracts, and the like. Compounds can be tested singly or in combination with one another.
The term “to modulate function” of a polynucleotide or a polypeptide means that the function of the polynucleotide or polypeptide is altered when compared to not adding an agent. Modulation may occur on any level that affects function. A polynucleotide or polypeptide function may be direct or indirect, and measured directly or indirectly.
A “function of a polynucleotide” includes, but is not limited to, replication; translation; and expression pattern(s). A polynucleotide function also includes functions associated with a polypeptide encoded within the polynucleotide. For example, an agent which acts on a polynucleotide and affects protein expression, conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), regulation and/or other aspects of protein structure or function is considered to have modulated polynucleotide function.
A “function of a polypeptide” includes, but is not limited to, conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), and/or other aspects of protein structure or functions. For example, an agent that acts on a polypeptide and affects its conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), and/or other aspects of protein structure or functions is considered to have modulated polypeptide function. The ways that an effective agent can act to modulate the function of a polypeptide include, but are not limited to 1) changing the conformation, folding or other physical characteristics; 2) changing the binding strength to its natural ligand or changing the specificity of binding to ligands; and 3) altering the activity of the polypeptide.
The terms “modulate susceptibility to development of AIDS” and “modulate resistance to development of AIDS”, as used herein, include modulating intra-organism cell-to-cell transmission or infectivity of HIV. The terms further include reducing susceptibility to development of AIDS and/or cell-to-cell transmission or infectivity of HIV. The terms further include increasing resistance to development of AIDS and/or cell-to-cell transmission or infectivity of HIV. One means of assessing whether an agent is one that modulates susceptibility or resistance to development of AIDS is to determine whether at least one index of HIV susceptibility is affected, using a cell-based system as described herein, as compared with an appropriate control. Indicia of HIV susceptibility include, but are not limited to, cell-to-cell transmission of the virus, as measured by total number of cells infected with HIV and syncytia formation.
The terms “modulate susceptibility to HCV infection” and “modulate resistance to HCV infection”, as used herein, include modulating intra-organism cell-to-cell transmission or infectivity of HCV. The terms further include reducing susceptibility to development of chronic hepatitis and/or cell-to-cell transmission or infectivity of HCV. The terms further include increasing resistance to infection by HCV and/or cell-to-cell transmission or infectivity of HCV. One means of assessing whether an agent is one that modulates susceptibility or resistance to development of HCV-associated chronic hepatitis is to determine whether at least one index of HCV susceptibility is affected, using a cell-based system as described herein, as compared with an appropriate control. Indicia of Indicia of HCV susceptibility include, but are not limited to, cell-to-cell transmission of the virus, as measured by total number of cells infected with HCV.
The term “target site” means a location in a polypeptide which can be one or more amino acids and/or is a part of a structural and/or functional motif, e.g., a binding site, a dimerization domain, or a catalytic active site. It also includes a location in a polynucleotide where there is one or more non-synonymous nucleotide changes in a protein coding region, or may also refer to a regulatory region of a positively selected gene. Target sites may be a useful for direct or indirect interaction with an agent, such as a therapeutic agent.
The term “molecular difference” includes any structural and/or functional difference. Methods to detect such differences, as well as examples of such differences, are described herein.
A “functional effect” is a term well known in the art, and means any effect which is exhibited on any level of activity, whether direct or indirect.
An agent that interacts with human p44 polypeptide to form a complex that “mimics the structure” of chimpanzee or other non-human primate p44 polypeptide means that the interaction of the agent with the human p44 polypeptide results in a complex whose three-dimensional structure more closely approximates the three-dimensional structure of the chimpanzee or non-human p44 polypeptide, relative to the human p44 polypeptide alone.
An agent that interacts with human p44 polypeptide to form a complex that “mimics the function” of chimpanzee or other non-human primate p44 polypeptide means that the complex of human p44 polypeptide and agent attain a biological function or enhance a biological function that is characteristic of the chimpanzee or other non-human primate p44 polypeptide, relative to the human p44 polypeptide alone. Such biological function of chimpanzee p44 polypeptide includes, without limitation, microtubule assembly following HCV infection, and resistance to HCV infection of hepatocytes.
General Procedures Known in the Art
For the purposes of this invention, the source of the human and non-human polynucleotide can be any suitable source, e.g., genomic sequences or cDNA sequences. Preferably, cDNA sequences from human and a non-human primate are compared. Human protein-coding sequences can be obtained from public databases such as the Genome Sequence Data Bank and GenBank. These databases serve as repositories of the molecular sequence data generated by ongoing research efforts. Alternatively, human protein-coding sequences may be obtained from, for example, sequencing of cDNA reverse transcribed from mRNA expressed in human cells, or after PCR amplification, according to methods well known in the art. Alternatively, human genomic sequences may be used for sequence comparison. Human genomic sequences can be obtained from public databases or from a sequencing of commercially available human genomic DNA libraries or from genomic DNA, after PCR.
The non-human primate protein-coding sequences can be obtained by, for example, sequencing cDNA clones that are randomly selected from a non-human primate cDNA library. The non-human primate cDNA library can be constructed from total mRNA expressed in a primate cell using standard techniques in the art. In some embodiments, the cDNA is prepared from mRNA obtained from a tissue at a determined developmental stage, or a tissue obtained after the primate has been subjected to certain environmental conditions. cDNA libraries used for the sequence comparison of the present invention can be constructed using conventional cDNA library construction techniques that are explained fully in the literature of the art. Total mRNAs are used as templates to reverse-transcribe cDNAs. Transcribed cDNAs are subcloned into appropriate vectors to establish a cDNA library. The established cDNA library can be maximized for full-length cDNA contents, although less than full-length cDNAs may be used. Furthermore, the sequence frequency can be normalized according to, for example, Bonaldo et al. (1996) Genome Research 6:791-806. cDNA clones randomly selected from the constructed cDNA library can be sequenced using standard automated sequencing techniques. Preferably, full-length cDNA clones are used for sequencing. Either the entire or a large portion of cDNA clones from a Either the entire or a large portion of cDNA clones from a cDNA library may be sequenced, although it is also possible to practice some embodiments of the invention by sequencing as little as a single cDNA, or several cDNA clones.
In one preferred embodiment of the present invention, non-human primate cDNA clones to be sequenced can be pre-selected according to their expression specificity. In order to select cDNAs corresponding to active genes that are specifically expressed, the cDNAs can be subject to subtraction hybridization using mRNAs obtained from other organs, tissues or cells of the same animal. Under certain hybridization conditions with appropriate stringency and concentration, those cDNAs that hybridize with non-tissue specific mRNAs and thus likely represent “housekeeping” genes will be excluded from the cDNA pool. Accordingly, remaining cDNAs to be sequenced are more likely to be associated with tissue-specific functions. For the purpose of subtraction hybridization, non-tissue-specific mRNAs can be obtained from one organ, or preferably from a combination of different organs and cells. The amount of non-tissue-specific mRNAs are maximized to saturate the tissue-specific cDNAs.
Alternatively, information from online public databases can be used to select or give priority to cDNAs that are more likely to be associated with specific functions. For example, the non-human primate cDNA candidates for sequencing can be selected by PCR using primers designed from candidate human cDNA sequence. Candidate human cDNA sequences are, for example, those that are only found in a specific tissue, such as brain or breast, or that correspond to genes likely to be important in the specific function, such as brain function or breast tissue adipose or glandular development. Such human tissue-specific cDNA sequences can be obtained by searching online human sequence databases such as GenBank, in which information with respect to the expression profile and/or biological activity for cDNA sequences are specified.
Sequences of non-human primate (for example, from an AIDS- or HCV-resistant non-human primate) homologue(s) to a known human gene may be obtained using methods standard in the art, such as from public databases such as GenBank or PCR methods (using, for example, GeneAmp PCR System 9700 thermocyclers (Applied Biosystems, Inc.)). For example non-human primate cDNA candidates for sequencing can be selected by PCR using primers designed from candidate human cDNA sequences. For PCR, primers may be made from the human sequences using standard methods in the art, including publicly available primer design programs such as PRIMER7 (Whitehead Institute). The sequence amplified may then be sequenced using standard methods and equipment in the art, such as automated sequencers (Applied Biosystems, Inc.).
General Methods of the Invention
The general method of the invention is as follows. Briefly, nucleotide sequences are obtained from a human source and a non-human source. The human and non-human nucleotide sequences are compared to one another to identify sequences that are homologous. The homologous sequences are analyzed to identify those that have nucleic acid sequence differences between the two species. Then molecular evolution analysis is conducted to evaluate quantitatively and qualitatively the evolutionary significance of the differences. For genes that have been positively selected between two species, e.g., human and chimp, it is useful to determine whether the difference occurs in other non-human primates. Next, the sequence is characterized in terms of molecular/genetic identity and biological function. Finally, the information can be used to identify agents useful in diagnosis and treatment of human medically or commercially relevant conditions.
The general methods of the invention entail comparing human protein-coding nucleotide sequences to protein-coding nucleotide sequences of a non-human, preferably a primate, and most preferably a chimpanzee. Examples of other non-human primates are bonobo, gorilla, orangutan, gibbon, Old World monkeys, and New World monkeys. A phylogenetic tree for primates within the hominoid group is depicted in FIG. 1 . Bioinformatics is applied to the comparison and sequences are selected that contain a nucleotide change or changes that is/are evolutionarily significant change(s). The invention enables the identification of genes that have evolved to confer some evolutionary advantage and the identification of the specific evolved changes.
Protein-coding sequences of human and another non-human primate are compared to identify homologous sequences. Protein-coding sequences known to or suspected of having a specific biological function may serve as the starting point for the comparison. Any appropriate mechanism for completing this comparison is contemplated by this invention. Alignment may be performed manually or by software (examples of suitable alignment programs are known in the art). Preferably, protein-coding sequences from a non-human primate are compared to human sequences via database searches, e.g., BLAST searches. The high scoring “hits,” i.e., sequences that show a significant similarity after BLAST analysis, will be retrieved and analyzed. Sequences showing a significant similarity can be those having at least about 60%, at least about 75%, at least about 80%, at least about 85%, or at least about 90% sequence identity. Preferably, sequences showing greater than about 80% identity are further analyzed. The homologous sequences identified via database searching can be aligned in their entirety using sequence alignment methods and programs that are known and available in the art, such as the commonly used simple alignment program CLUSTAL V by Higgins et al. (1992) CABIOS 8:189-191.
Alternatively, the sequencing and homologous comparison of protein-coding sequences between human and a non-human primate may be performed simultaneously by using the newly developed sequencing chip technology. See, for example, Rava et al. U.S. Pat. No. 5,545,531.
The aligned protein-coding sequences of human and another non-human primate are analyzed to identify nucleotide sequence differences at particular sites. Again, any suitable method for achieving this analysis is contemplated by this invention. If there are no nucleotide sequence differences, the non-human primate protein coding sequence is not usually further analyzed. The detected sequence changes are generally, and preferably, initially checked for accuracy. Preferably, the initial checking comprises performing one or more of the following steps, any and all of which are known in the art: (a) finding the points where there are changes between the non-human primate and human sequences; (b) checking the sequence fluorogram (chromatogram) to determine if the bases that appear the bases that appear unique to non-human primate correspond to strong, clear signals specific for the called base; (c) checking the human hits to see if there is more than one human sequence that corresponds to a sequence change. Multiple human sequence entries for the same gene that have the same nucleotide at a position where there is a different nucleotide in a non-human primate sequence provides independent support that the human sequence is accurate, and that the change is significant. Such changes are examined using public database information and the genetic code to determine whether these nucleotide sequence changes result in a change in the amino acid sequence of the encoded protein. As the definition of “nucleotide change” makes clear, the present invention encompasses at least one nucleotide change, either a substitution, a deletion or an insertion, in a human protein-coding polynucleotide sequence as compared to corresponding sequence from a non-human primate. Preferably, the change is a nucleotide substitution. More preferably, more than one substitution is present in the identified human sequence and is subjected to molecular evolution analysis.
Any of several different molecular evolution analyses or K A /K S -type methods can be employed to evaluate quantitatively and qualitatively the evolutionary significance of the identified nucleotide changes between human gene sequences and that of a non-human primate. Kreitman and Akashi (1995) Annu. Rev. Ecol. Syst. 26:403-422; Li, Molecular Evolution , Sinauer Associates, Sunderland, Mass., 1997. For example, positive selection on proteins (i.e., molecular-level adaptive evolution) can be detected in protein-coding genes by pairwise comparisons of the ratios of nonsynonymous nucleotide substitutions per nonsynonymous site (K A ) to synonymous substitutions per synonymous site (K S ) (Li et al., 1985; Li, 1993). Any comparison of K A and K S may be used, although it is particularly convenient and most effective to compare these two variables as a ratio. Sequences are identified by exhibiting a statistically significant difference between K A and K S using standard statistical methods.
Preferably, the K A /K S analysis by Li et al. is used to carry out the present invention, although other analysis programs that can detect positively selected genes between species can also be used. Li et al. (1985) Mol. Biol. Evol. 2:150-174; Li (1993); see also J. Mol . see also J. Mol. Evol. 36:96-99; Messier and Stewart (1997) Nature 385:151-154; Nei (1987) Molecular Evolutionary Genetics (New York, Columbia University Press). The K A /K S method, which comprises a comparison of the rate of non-synonymous substitutions per non-synonymous site with the rate of synonymous substitutions per synonymous site between homologous protein-coding region of genes in terms of a ratio, is used to identify sequence substitutions that may be driven by adaptive selections as opposed to neutral selections during evolution. A synonymous (“silent”) substitution is one that, owing to the degeneracy of the genetic code, makes no change to the amino acid sequence encoded; a non-synonymous substitution results in an amino acid replacement. The extent of each type of change can be estimated as K A and K S , respectively, the numbers of synonymous substitutions per synonymous site and non-synonymous substitutions per non-synonymous site. Calculations of K A /K S may be performed manually or by using software. An example of a suitable program is MEGA (Molecular Genetics Institute, Pennsylvania State University).
For the purpose of estimating K A and K S , either complete or partial human protein-coding sequences are used to calculate total numbers of synonymous and non-synonymous substitutions, as well as non-synonymous and synonymous sites. The length of the polynucleotide sequence analyzed can be any appropriate length. Preferably, the entire coding sequence is compared, in order to determine any and all significant changes. Publicly available computer programs, such as Li93 (Li (1993) J. Mol. Evol. 36:96-99) or INA, can be used to calculate the K A and K S values for all pairwise comparisons. This analysis can be farther adapted to examine sequences in a “sliding window” fashion such that small numbers of important changes are not masked by the whole sequence. “Sliding window” refers to examination of consecutive, overlapping subsections of the gene (the subsections can be of any length).
The comparison of non-synonymous and synonymous substitution rates is represented by the K A /K S ratio. K A /K S has been shown to be a reflection of the degree to which adaptive evolution has been at work in the sequence under study. Full length or partial segments of a coding sequence can be used for the K A /K s analysis. The higher the K A /K S ratio, the more likely that a sequence has undergone adaptive evolution and the non-synonymous substitutions are evolutionarily significant. See, for example, Messier and Stewart (1997). Preferably, the K A /K S ratio is at least about 0.75, more preferably at least about 1.0, more preferably at least about 1.25, more preferably at least about 1.50, or more preferably at least about 2.00. Preferably, statistical analysis is performed on all elevated K A /K S ratios, including, but not limited to, standard methods such as Student=s t-test and likelihood ratio tests described by Yang (1998) Mol. Biol. Evol. 37:441-456.
K A /K S ratios significantly greater than unity strongly suggest that positive selection has fixed greater numbers of amino acid replacements than can be expected as a result of chance alone, and is in contrast to the commonly observed pattern in which the ratio is less than or equal to one. Nei (1987); Hughes and Hei (1988) Nature 335:167-170; Messier and Stewart (1994) Current Biol. 4:911-913; Kreitman and Akashi (1995) Ann. Rev. Ecol. Syst. 26:403-422; Messier and Stewart (1997). Ratios less than one generally signify the role of negative, or purifying selection: there is strong pressure on the primary structure of functional, effective proteins to remain unchanged.
All methods for calculating K A /K S ratios are based on a pairwise comparison of the number of nonsynonymous substitutions per nonsynonymous site to the number of synonymous substitutions per synonymous site for the protein-coding regions of homologous genes from related species. Each method implements different corrections for estimating “multiple hits” (i.e., more than one nucleotide substitution at the same site). Each method also uses different models for how DNA sequences change over evolutionary time. Thus, preferably, a combination of results from different algorithms is used to increase the level of sensitivity for detection of positively-selected genes and confidence in the result.
Preferably, K A /K S ratios should be calculated for orthologous gene pairs, as opposed to paralogous gene pairs (i.e., a gene which results from speciation, as opposed to a gene that is the result of gene duplication) Messier and Stewart (1997). This distinction may be made by performing additional comparisons with other non-human primates, such as gorilla and orangutan, which allows for phylogenetic tree-building. Orthologous genes Orthologous genes when used in tree-building will yield the known “species tree”, i.e., will produce a tree that recovers the known biological tree. In contrast, paralogous genes will yield trees which will violate the known biological tree.
It is understood that the methods described herein could lead to the identification of human polynucleotide sequences that are functionally related to human protein-coding sequences. Such sequences may include, but are not limited to, non-coding sequences or coding sequences that do not encode human proteins. These related sequences can be, for example, physically adjacent to the human protein-coding sequences in the human genome, such as introns or 5=- and 3=-flanking sequences (including control elements such as promoters and enhancers). These related sequences may be obtained via searching a public human genome database such as GenBank or, alternatively, by screening and sequencing a human genomic library with a protein-coding sequence as probe. Methods and techniques for obtaining non-coding sequences using related coding sequence are well known to one skilled in the art.
The evolutionarily significant nucleotide changes, which are detected by molecular evolution analysis such as the K A /K S analysis, can be further assessed for their unique occurrence in humans (or the non-human primate) or the extent to which these changes are unique in humans (or the non-human primate). For example, the identified changes can be tested for presence/absence in other non-human primate sequences. The sequences with at least one evolutionarily significant change between human and one non-human primate can be used as primers for PCR analysis of other non-human primate protein-coding sequences, and resulting polynucleotides are sequenced to see whether the same change is present in other non-human primates. These comparisons allow further discrimination as to whether the adaptive evolutionary changes are unique to the human lineage as compared to other non-human primates or whether the adaptive change is unique to the non-human primates (i.e., chimpanzee) as compared to humans and other non-human primates. A nucleotide change that is detected in human but not other primates more likely represents a human adaptive evolutionary change. Alternatively, a nucleotide change that is detected in a non-human primate (i.e., chimpanzee) that is not detected in humans or other non-human detected in humans or other non-human primates likely represents a chimpanzee adaptive evolutionary change. Other non-human primates used for comparison can be selected based on their phylogenetic relationships with human. Closely related primates can be those within the hominoid sublineage, such as chimpanzee, bonobo, gorilla, and orangutan. Non-human primates can also be those that are outside the hominoid group and thus not so closely related to human, such as the Old World monkeys and New World monkeys. Statistical significance of such comparisons may be determined using established available programs, e.g., t-test as used by Messier and Stewart (1997) Nature 385:151-154. Those genes showing statistically high K A /K S ratios are very likely to have undergone adaptive evolution.
Sequences with significant changes can be used as probes in genomes from different human populations to see whether the sequence changes are shared by more than one human population. Gene sequences from different human populations can be obtained from databases made available by, for example, the Human Genome Project, the human genome diversity project or, alternatively, from direct sequencing of PCR-amplified DNA from a number of unrelated, diverse human populations. The presence of the identified changes in different human populations would further indicate the evolutionary significance of the changes. Chimpanzee sequences with significant changes can be obtained and evaluated using similar methods to determine whether the sequence changes are shared among many chimpanzees.
Sequences with significant changes between species can be further characterized in terms of their molecular/genetic identities and biological functions, using methods and techniques known to those of ordinary skill in the art. For example, the sequences can be located genetically and physically within the human genome using publicly available bio-informatics programs. The newly identified significant changes within the nucleotide sequence may suggest a potential role of the gene in human evolution and a potential association with human-unique functional capabilities. The putative gene with the identified sequences may be further characterized by, for example, homologue searching. Shared homology of the putative gene with a known gene may indicate a similar biological biological role or function. Another exemplary method of characterizing a putative gene sequence is on the basis of known sequence motifs. Certain sequence patterns are known to code for regions of proteins having specific biological characteristics such as signal sequences, DNA binding domains, or transmembrane domains.
The identified human sequences with significant changes can also be further evaluated by looking at where the gene is expressed in terms of tissue- or cell type-specificity. For example, the identified coding sequences can be used as probes to perform in situ mRNA hybridization that will reveal the expression patterns of the sequences. Genes that are expressed in certain tissues may be better candidates as being associated with important human functions associated with that tissue, for example brain tissue. The timing of the gene expression during each stage of human development can also be determined.
As another exemplary method of sequence characterization, the functional roles of the identified nucleotide sequences with significant changes can be assessed by conducting functional assays for different alleles of an identified gene in a model system, such as yeast, nematode, Drosophila , and mouse. Model systems may be cell-based or in viva, such as transgenic animals or animals with chimeric organs or tissues. Preferably, the transgenic mouse or chimeric organ mouse system is used. Methods of making cell-based systems and/or transgenic/chimeric animal systems are known in the art and need not be described in detail herein.
As another exemplary method of sequence characterization, the use of computer programs allows modeling and visualizing the three-dimensional structure of the homologous proteins from human and chimpanzee. Specific, exact knowledge of which amino acids have been replaced in a primate's protein(s) allows detection of structural changes that may be associated with functional differences. Thus, use of modeling techniques is closely associated with identification of functional roles discussed in the previous paragraph. The use of individual or combinations of these techniques constitutes part of the present invention. For example, chimpanzee ICAM-3 contains a glutamine residue (Q101) at the site in which human ICAM-3 contains a proline (P101). The human The human protein is known to bend sharply at this point. Replacement of the proline by glutamine in the chimpanzee protein is likely to result in a much less sharp bend at this point. This has clear implications for packaging of the ICAM-3 chimpanzee protein into HIV virions.
Likewise, chimpanzee p44 has been found to contain an exon (exon2) having several evolutionarily significant nucleotide changes relative to human p44 exon 2. The nonsynonymous changes and corresponding amino acid changes in chimpanzee p44 polypeptide are believed to confer HCV resistance to the chimpanzee. The mechanism may involve enhanced p44 microtubule assembly in hepatocytes.
The sequences identified by the methods described herein have significant uses in diagnosis and treatment of medically or commercially relevant human conditions. Accordingly, the present invention provides methods for identifying agents that are useful in modulating human-unique or human-enhanced functional capabilities and/or correcting defects in these capabilities using these sequences. These methods employ, for example, screening techniques known in the art, such as in vitro systems, cell-based expression systems and transgenic/chimeric animal systems. The approach provided by the present invention not only identifies rapidly evolved genes, but indicates modulations that can be made to the protein that may not be too toxic because they exist in another species.
Screening Methods
The present invention also provides screening methods using the polynucleotides and polypeptides identified and characterized using the above-described methods. These screening methods are useful for identifying agents which may modulate the function(s) of the polynucleotides or polypeptides in a manner that would be useful for a human treatment. Generally, the methods entail contacting at least one agent to be tested with either a cell that has been transfected with a polynucleotide sequence identified by the methods described above, or a preparation of the polypeptide encoded by such polynucleotide sequence, wherein an agent is identified by its ability to modulate function of either the polynucleotide sequence or the polypeptide.
As used herein, the term “agent” means a biological or chemical compound such as as a simple or complex organic or inorganic molecule, a peptide, a protein or an oligonucleotide. A vast array of compounds can be synthesized, for example oligomers, such as oligopeptides and oligonucleotides, and synthetic organic and inorganic compounds based on various core structures, and these are also included in the term “agent”. In addition, various natural sources can provide compounds for screening, such as plant or animal extracts, and the like. Compounds can be tested singly or in combination with one another.
To “modulate function” of a polynucleotide or a polypeptide means that the function of the polynucleotide or polypeptide is altered when compared to not adding an agent. Modulation may occur on any level that affects function. A polynucleotide or polypeptide function may be direct or indirect, and measured directly or indirectly. A “function” of a polynucleotide includes, but is not limited to, replication, translation, and expression pattern(s). A polynucleotide function also includes functions associated with a polypeptide encoded within the polynucleotide. For example, an agent which acts on a polynucleotide and affects protein expression, conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), regulation and/or other aspects of protein structure or function is considered to have modulated polynucleotide function. The ways that an effective agent can act to modulate the expression of a polynucleotide include, but are not limited to 1) modifying binding of a transcription factor to a transcription factor responsive element in the polynucleotide; 2) modifying the interaction between two transcription factors necessary for expression of the polynucleotide; 3) altering the ability of a transcription factor necessary for expression of the polynucleotide to enter the nucleus; 4) inhibiting the activation of a transcription factor involved in transcription of the polynucleotide; 5) modifying a cell-surface receptor which normally interacts with a ligand and whose binding of the ligand results in expression of the polynucleotide; 6) inhibiting the inactivation of a component of the signal transduction cascade that leads to expression of the polynucleotide; and 7) enhancing the activation of a transcription factor involved in transcription of the polynucleotide.
A “function” of a polypeptide includes, but is not limited to, conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), and/or other aspects of protein structure or functions. For example, an agent that acts on a polypeptide and affects its conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), and/or other aspects of protein structure or functions is considered to have modulated polypeptide function. The ways that an effective agent can act to modulate the function of a polypeptide include, but are not limited to 1) changing the conformation, folding or other physical characteristics; 2) changing the binding strength to its natural ligand or changing the specificity of binding to ligands; and 3) altering the activity of the polypeptide.
A “function” of a polynucleotide includes its expression, i.e., transcription and/or translation. It can also include (without limitation) its conformation, folding and binding to other moieties.
Generally, the choice of agents to be screened is governed by several parameters, such as the particular polynucleotide or polypeptide target, its perceived function, its three-dimensional structure (if known or surmised), and other aspects of rational drug design. Techniques of combinatorial chemistry can also be used to generate numerous permutations of candidates. Those of skill in the art can devise and/or obtain suitable agents for testing.
The in vivo screening assays described herein may have several advantages over conventional drug screening assays: 1) if an agent must enter a cell to achieve a desired therapeutic effect, an in vivo assay can give an indication as to whether the agent can enter a cell; 2) an in vivo screening assay can identify agents that, in the state in which they are added to the assay system are ineffective to elicit at least one characteristic which is associated with modulation of polynucleotide or polypeptide function, but that are modified by cellular components once inside a cell in such a way that they become effective agents; 3) most importantly, an in vivo assay system allows identification of agents affecting any component of a pathway that ultimately results in characteristics that are associated with polynucleotide or polypeptide function.
In general, screening can be performed by adding an agent to a sample of appropriate cells which have been transfected with a polynucleotide identified using the methods of the present invention, and monitoring the effect, i.e., modulation of a function of the polynucleotide or the polypeptide encoded within the polynucleotide. The experiment preferably includes a control sample which does not receive the candidate agent. The treated and untreated cells are then compared by any suitable phenotypic criteria, including but not limited to microscopic analysis, viability testing, ability to replicate, histological examination, the level of a particular RNA or polypeptide associated with the cells, the level of enzymatic activity expressed by the cells or cell lysates, the interactions of the cells when exposed to infectious agents, such as HIV, and the ability of the cells to interact with other cells or compounds. For example, the transfected cells can be exposed to the agent to be tested and, before, during, or after treatment with the agent, the cells can be infected with a virus, such as HCV or HIV, and tested for any indication of susceptibility of the cells to viral infection, including, for example, susceptibility of the cells to cell-to-cell viral infection, replication of the virus, production of a viral protein, and/or syncytia formation following infection with the virus. Differences between treated and untreated cells indicate effects attributable to the candidate agent. Optimally, the agent has a greater effect on experimental cells than on control cells. Appropriate host cells include, but are not limited to, eukaryotic cells, preferably mammalian cells. The choice of cell will at least partially depend on the nature of the assay contemplated.
To test for agents that upregulate the expression of a polynucleotide, a suitable host cell transfected with a polynucleotide of interest, such that the polynucleotide is expressed (as used herein, expression includes transcription and/or translation) is contacted with an agent to be tested. An agent would be tested for its ability to result in increased expression of mRNA and/or polypeptide. Methods of making vectors and transfection are well known in the art. “Transfection” encompasses any method of introducing the exogenous sequence, including, for example, lipofection, transduction, infection or electroporation. infection or electroporation. The exogenous polynucleotide may be maintained as a non-integrated vector such as a plasmid) or may be integrated into the host genome.
To identify agents that specifically activate transcription, transcription regulatory regions could be linked to a reporter gene and the construct added to an appropriate host cell. As used herein, the term “reporter gene” means a gene that encodes a gene product that can be identified (i.e., a reporter protein). Reporter genes include, but are not limited to, alkaline phosphatase, chloramphenicol acetyltransferase, (3-galactosidase, luciferase and green fluorescence protein (GFP). Identification methods for the products of reporter genes include, but are not limited to, enzymatic assays and fluorimetric assays. Reporter genes and assays to detect their products are well known in the art and are described, for example in Ausubel et al. (1987) and periodic updates. Reporter genes, reporter gene assays, and reagent kits are also readily available from commercial sources. Examples of appropriate cells include, but are not limited to, fungal, yeast, mammalian, and other eukaryotic cells. A practitioner of ordinary skill will be well acquainted with techniques for transfecting eukaryotic cells, including the preparation of a suitable vector, such as a viral vector; conveying the vector into the cell, such as by electroporation; and selecting cells that have been transformed, such as by using a reporter or drug sensitivity element. The effect of an agent on transcription from the regulatory region in these constructs would be assessed through the activity of the reporter gene product.
Besides the increase in expression under conditions in which it is normally repressed mentioned above, expression could be decreased when it would normally be maintained or increased. An agent could accomplish this through a decrease in transcription rate and the reporter gene system described above would be a means to assay for this. The host cells to assess such agents would need to be permissive for expression.
Cells transcribing mRNA (from the polynucleotide of interest) could be used to identify agents that specifically modulate the half-life of mRNA and/or the translation of mRNA. Such cells would also be used to assess the effect of an agent on the processing and/or post-translational modification of the polypeptide. An agent could modulate the amount of polypeptide in a cell by modifying the turnover (i.e., increase or decrease the half-life) of the polypeptide. The specificity of the agent with regard to the mRNA and polypeptide would be determined by examining the products in the absence of the agent and by examining the products of unrelated mRNAs and polypeptides. Methods to examine mRNA half-life, protein processing, and protein turn-over are well know to those skilled in the art.
In vivo screening methods could also be useful in the identification of agents that modulate polypeptide function through the interaction with the polypeptide directly. Such agents could block normal polypeptide-ligand interactions, if any, or could enhance or stabilize such interactions. Such agents could also alter a conformation of the polypeptide. The effect of the agent could be determined using immunoprecipitation reactions. Appropriate antibodies would be used to precipitate the polypeptide and any protein tightly associated with it. By comparing the polypeptides immunoprecipitated from treated cells and from untreated cells, an agent could be identified that would augment or inhibit polypeptide-ligand interactions, if any. Polypeptide-ligand interactions could also be assessed using cross-linking reagents that convert a close, but noncovalent interaction between polypeptides into a covalent interaction. Techniques to examine protein-protein interactions are well known to those skilled in the art. Techniques to assess protein conformation are also well known to those skilled in the art.
It is also understood that screening methods can involve in vitro methods, such as cell-free transcription or translation systems. In those systems, transcription or translation is allowed to occur, and an agent is tested for its ability to modulate function. For an assay that determines whether an agent modulates the translation of mRNA or a polynucleotide, an in vitro transcription/translation system may be used. These systems are available commercially and provide an in vitro means to produce mRNA corresponding to a polynucleotide sequence of interest. After mRNA is made, it can be translated in vitro and the translation products compared. Comparison of translation products between an in vitro expression system that does not contain any agent (negative control) with an in vitro expression system that does contain an agent indicates whether the agent is affecting the agent is affecting translation. Comparison of translation products between control and test polynucleotides indicates whether the agent, if acting on this level, is selectively affecting translation (as opposed to affecting translation in a general, non-selective or non-specific fashion). The modulation of polypeptide function can be accomplished in many ways including, but not limited to, the in vivo and in vitro assays listed above as well as in in vitro assays using protein preparations. Polypeptides can be extracted and/or purified from natural or recombinant sources to create protein preparations. An agent can be added to a sample of a protein preparation and the effect monitored; that is whether and how the agent acts on a polypeptide and affects its conformation, folding (or other physical characteristics), binding to other moieties (such as ligands), activity (or other functional characteristics), and/or other aspects of protein structure or functions is considered to have modulated polypeptide function.
In an example for an assay for an agent that binds to a polypeptide encoded by a polynucleotide identified by the methods described herein, a polypeptide is first recombinantly expressed in a prokaryotic or eukaryotic expression system as a native or as a fusion protein in which a polypeptide (encoded by a polynucleotide identified as described above) is conjugated with a well-characterized epitope or protein. Recombinant polypeptide is then purified by, for instance, immunoprecipitation using appropriate antibodies or anti-epitope antibodies or by binding to immobilized ligand of the conjugate. An affinity column made of polypeptide or fusion protein is then used to screen a mixture of compounds which have been appropriately labeled. Suitable labels include, but are not limited to fluorochromes, radioisotopes, enzymes and chemiluminescent compounds. The unbound and bound compounds can be separated by washes using various conditions (e.g. high salt, detergent) that are routinely employed by those skilled in the art. Non-specific binding to the affinity column can be minimized by pre-clearing the compound mixture using an affinity column containing merely the conjugate or the epitope. Similar methods can be used for screening for an agent(s) that competes for binding to polypeptides. In addition to affinity chromatography, there are other techniques such as measuring the change of melting temperature or the fluorescence anisotropy of a protein which will anisotropy of a protein which will change upon binding another molecule. For example, a BIAcore assay using a sensor chip (supplied by Pharmacia Biosensor, Stitt et al. (1995) Cell 80: 661-670) that is covalently coupled to polypeptide may be performed to determine the binding activity of different agents.
It is also understood that the in vitro screening methods of this invention include structural, or rational, drug design, in which the amino acid sequence, three-dimensional atomic structure or other property (or properties) of a polypeptide provides a basis for designing an agent which is expected to bind to a polypeptide. Generally, the design and/or choice of agents in this context is governed by several parameters, such as side-by-side comparison of the structures of a human and homologous non-human primate polypeptides, the perceived function of the polypeptide target, its three-dimensional structure (if known or surmised), and other aspects of rational drug design. Techniques of combinatorial chemistry can also be used to generate numerous permutations of candidate agents.
Also contemplated in screening methods of the invention are transgenic animal systems and animal models containing chimeric organs or tissues, which are known in the art.
The screening methods described above represent primary screens, designed to detect any agent that may exhibit activity that modulates the function of a polynucleotide or polypeptide. The skilled artisan will recognize that secondary tests will likely be necessary in order to evaluate an agent further. For example, a secondary screen may comprise testing the agent(s) in an infectivity assay using mice and other animal models (such as rat), which are known in the art. In addition, a cytotoxicity assay would be performed as a further corroboration that an agent which tested positive in a primary screen would be suitable for use in living organisms. Any assay for cytotoxicity would be suitable for this purpose, including, for example the MTT assay (Promega).
The invention also includes agents identified by the screening methods described herein.
Methods Useful for Identifying Positively Selected Non-Human Traits
In one aspect of the invention, a non-human primate polynucleotide or polypeptide has undergone natural selection that resulted in a positive evolutionarily significant change (i.e., the non-human primate polynucleotide or polypeptide has a positive attribute not present in humans). In this aspect of the invention, the positively selected polynucleotide or polypeptide may be associated with susceptibility or resistance to certain diseases or with other commercially relevant traits. Examples of this embodiment include, but are not limited to, polynucleotides and polypeptides that have been positively selected in non-human primates, preferably chimpanzees, that may be associated with susceptibility or resistance to infectious diseases, cancer, or acne or may be associated with aesthetic conditions of interest to humans, such as hair growth or muscle mass. An example of this embodiment includes polynucleotides and polypeptides associated with the susceptibility or resistance to HIV progression to AIDS. The present invention can thus be useful in gaining insight into the molecular mechanisms that underlie resistance to HIV infection progressing to development of AIDS, providing information that can also be useful in discovering and/or designing agents such as drugs that prevent and/or delay development of AIDS. For example, CD59, which has been identified as a leukocyte and erythrocyte protein whose function is to protect these cells from the complement arm of the body=s MAC (membrane attack complex) defense system (Merl et al. (1996) Biochem. J. 616:923-935), has been found to be positively selected in the chimpanzee (see Example 16). It is believed that the CD59 found in chimpanzees confers a resistance to the progression of AIDS that is not found in humans. Thus, the positively selected chimpanzee CD59 can serve in the development of agents or drugs that are useful in arresting the progression of AIDS in humans, as is described in the Examples.
Another example involves the p44 polynucleotides and polypeptides associated with resistance to HCV infection in chimpanzees. This discovery can be useful in discerning the molecular mechanisms that underlie resistance to HCV infection progression to chronic hepatitis and/or hepatocellular carcinoma in chimpanzees, and in providing information useful in the discovery and/or design of agents that prevent and/or delay chronic hepatitis or hepatocellular carcinoma.
Commercially relevant examples include, but are not limited to, polynucleotides and polypeptides that are positively selected in non-human primates that may be associated with aesthetic traits, such as hair growth, acne, or muscle mass.
Accordingly, in one aspect, the invention provides methods for identifying a polynucleotide sequence encoding a polypeptide, wherein said polypeptide may be associated with a medically or commercially relevant positive evolutionarily significant change. The method comprises the steps of: (a) comparing human protein-coding nucleotide sequences to protein-coding nucleotide sequences of a non-human primate; and (b) selecting a non-human primate polynucleotide sequence that contains at least one nucleotide change as compared to corresponding sequence of the human, wherein said change is evolutionarily significant. The sequences identified by this method may be further characterized and/or analyzed for their possible association with biologically or medically relevant functions unique or enhanced in non-human primates.
Methods Useful for Identifying Positively Selected Human Traits
This invention specifically provides methods for identifying human polynucleotide and polypeptide sequences that may be associated with unique or enhanced functional capabilities or traits of the human, for example, brain function or longer life span. More particularly, these methods identify those genetic sequences that may be associated with capabilities that are unique or enhanced in humans, including, but not limited to, brain functions such as high capacity information processing, storage and retrieval capabilities, creativity, and language abilities. Moreover, these methods identify those sequences that may be associated to other brain functional features with respect to which the human brain performs at enhanced levels as compared to other non-human primates; these differences may include brain-mediated emotional response, locomotion, pain/pleasure sensation, olfaction, temperament and longer life span.
In this method, the general methods of the invention are applied as described above. Generally, the methods described herein entail (a) comparing human protein-coding polynucleotide sequences to that of a non-human primate; and (b) selecting those human protein-coding polynucleotide sequences having evolutionarily significant changes that may be associated with unique or enhanced functional capabilities of the human as compared to that of the non-human primate.
In this embodiment, the human sequence includes the evolutionarily significant change (i.e., the human sequence differs from more than one non-human primate species sequence in a manner that suggests that such a change is in response to a selective pressure). The identity and function of the protein encoded by the gene that contains the evolutionarily significant change is characterized and a determination is made whether or not the protein can be involved in a unique or enhanced human function. If the protein is involved in a unique or enhanced human function, the information is used in a manner to identify agents that can supplement or otherwise modulate the unique or enhanced human function.
As a non-limiting example of the invention, identifying the genetic (i.e., nucleotide sequence) differences underlying the functional uniqueness of human brain may provide a basis for designing agents that can modulate human brain functions and/or help correct functional defects. These sequences could also be used in developing diagnostic reagents and/or biomedical research tools. The invention also provides methods for a large-scale comparison of human brain protein-coding sequences with those from a non-human primate.
The identified human sequence changes can be used in establishing a database of candidate human genes that may be involved in human brain function. Candidates are ranked as to the likelihood that the gene is responsible for the unique or enhanced functional capabilities found in the human brain compared to chimpanzee or other non-human primates. Moreover, the database not only provides an ordered collection of candidate genes, it also provides the precise molecular sequence differences that exist between human and chimpanzee (and other non-human primates), and thus defines the changes that underlie the functional differences. This information can be useful in the identification of potential sites on the protein that may serve as useful targets for pharmaceutical agents.
Accordingly, the present invention also provides methods for correlating an evolutionarily significant nucleotide change to a brain functional capability that is unique or enhanced in humans, comprising (a) identifying a human nucleotide sequence according to the methods described above; and (b) analyzing the functional effect of the presence or absence of the identified sequence in a model system.
Further studies can be carried out to confirm putative function. For example, the putative function can be assayed in appropriate in vitro assays using transiently or stably transfected mammalian cells in culture, or using mammalian cells transfected with an antisense clone to inhibit expression of the identified polynucleotide to assess the effect of the absence of expression of its encoded polypeptide. Studies such as one-hybrid and two-hybrid studies can be conducted to determine, for example, what other macromolecules the polypeptide interacts with. Transgenic nematodes or Drosophila can be used for various functional assays, including behavioral studies. The appropriate studies depend on the nature of the identified polynucleotide and the polypeptide encoded within the polynucleotide, and would be obvious to those skilled in the art.
The present invention also provides polynucleotides and polypeptides identified by the methods of the present invention. In one embodiment, the present invention provides an isolated AATYK nucleotide sequence selected from the group consisting of nucleotides 2180-2329 of SEQ ID NO:14, nucleotides 2978-3478 of SEQ ID NO:14, and nucleotides 3380-3988 of SEQ ID NO:14; and an isolated nucleotide sequence having at least 85% homology to a nucleotide sequence of any of the preceding sequences.
In another embodiment, the invention provides an isolated AATYK polypeptide selected from the group consisting of a polypeptide encoded by a nucleotide sequence selected from the group consisting of SEQ ID NO:17 and SEQ ID NO:18; wherein said encoding is based on the open reading frame (ORF) of SEQ ID NO:14, and a polypeptide encoded by a nucleotide sequence having at least 85% homology to a nucleotide sequence selected from the group consisting of SEQ ID NO:17 and SEQ ID NO:18; wherein said encoding is based on the open reading frame of SEQ ID NO:14.
In a further embodiment, the present invention provides an isolated AATYK polypeptide selected from the group consisting of a polypeptide encoded by a nucleotide sequence selected from the group consisting of nucleotides 1-501 of SEQ ID NO:17, nucleotides 1-150 of SEQ ID NO:17, nucleotides 100-249 of SEQ ID NO:17, nucleotides 202-351 of SEQ ID NO:17, nucleotides 301-450 of SEQ ID NO:17, nucleotides 799-948 of SEQ ID NO:17, nucleotides 901-1050 of SEQ ID NO:17, nucleotides 799-1299 of SEQ ID NO:17, and nucleotides 1201-1809 of SEQ ID NO:17; wherein said encoding is based on the open reading frame of SEQ ID NO:14; and a polypeptide encoded by a nucleotide sequence having at least 85% homology to any of the preceding nucleotide sequences.
In still another embodiment, the invention provides an isolated polypeptide selected from the group consisting of a polypeptide encoded by a nucleotide sequence selected from the group consisting of nucleotides 1-501 of SEQ ID NO:18, nucleotides 799-1299 of SEQ ID NO:18, and nucleotides 1201-1809 of SEQ ID NO:18; wherein said encoding is based on the open reading frame of SEQ ID NO:14; and a polypeptide encoded by a nucleotide sequence having at least 85% homology to nucleotides 1-501 of SEQ ID NO:18, nucleotides 799-1299 of SEQ ID NO:18, and nucleotides 1201-1809 of SEQ ID NO:18.
In another embodiment, the invention provides an isolated polynucleotide comprising SEQ ID NO:17, wherein the coding capacity of the nucleic acid molecule is based on the open reading frame of SEQ ID NO:14. In a preferred embodiment, the polynucleotide is a Pan troglodytes polynucleotide.
In another embodiment, the invention provides an isolated polynucleotide comprising SEQ ID NO:18, wherein the coding capacity of the nucleic acid molecule is based on the open reading frame of SEQ ID NO:14. In a preferred embodiment, the polynucleotide is a Gorilla gorilla polynucleotide.
In some embodiments, the polynucleotide or polypeptide having 85% homology to an isolated AATYK polynucleotide or polypeptide of the present invention is a homolog, homolog, which, when compared to a non-human primate, yields a K A /K S ratio of at least 0.75, at least 1.00, at least 1.25, at least 1.50, or at least 2.00.
In other embodiments, the polynucleotide or polypeptide having 55% homology to an isolated AATYK polynucleotide or polypeptide of the present invention is a homolog which is capable of performing the function of the natural AATYK polynucleotide or polypeptide in a functional assay. Suitable assays for assessing the function of an ATTYK polynucleotide or polypeptide include a neuronal differentiation assay such as that described by Raghunath, et al., Brain Res Mol Brain Res . (2000) 77:151-62, or a tyrosine phosphorylation assay such as that described in Tomomura, et al., Oncogene (2001) 20(9):1022-32. The phrase “capable of performing the function of the natural AATYK polynucleotide or polypeptide in a functional assay” means that the polynucleotide or polypeptide has at least about 10% of the activity of the natural polynucleotide or polypeptide in the functional assay. In other preferred embodiments, has at least about 20% of the activity of the natural polynucleotide or polypeptide in the functional assay. In other preferred embodiments, has at least about 30% of the activity of the natural polynucleotide or polypeptide in the functional assay. In other preferred embodiments, has at least about 40% of the activity of the natural polynucleotide or polypeptide in the functional assay. In other preferred embodiments, has at least about 50% of the activity of the natural polynucleotide or polypeptide in the functional assay. In other preferred embodiments, the polynucleotide or polypeptide has at least about 60% of the activity of the natural polynucleotide or polypeptide in the functional assay. In more preferred embodiments, the polynucleotide or polypeptide has at least about 70% of the activity of the natural polynucleotide or polypeptide in the functional assay. In more preferred embodiments, the polynucleotide or polypeptide has at least about 80% of the activity of the natural polynucleotide or polypeptide in the functional assay. In more preferred embodiments, the polynucleotide or polypeptide has at least about 90% of the activity of the natural polynucleotide or polypeptide in the functional assay.
Description of the AIDS Embodiment (An Example of a Positively Selected Non-Human Trait)
The AIDS (Acquired Immune Deficiency Syndrome) epidemic has been estimated to threaten 30 million people world-wide (UNAIDS/WHO, 1998, “Report on the global HIV/AIDS epidemic”). Well over a million people are infected in developed countries, and in parts of sub-Saharan Africa, 1 in 4 adults now carries the virus (UNAIDS/WHO, 1998). Although efforts to develop vaccines are underway, near term prospects for successful vaccines are grim. Baiter and Cohen (1998) Science 281:159-160; Baltimore and Heilman (1998) Scientific Am. 279:98-103. Further complicating the development of therapeutics is the rapid mutation rate of HIV (the human immunodeficiency virus which is responsible for AIDS), which generates rapid changes in viral proteins. These changes ultimately allow the virus to escape current therapies, which target viral proteins. Dobkin (1998) Inf Med. 15(3):159. Even drug cocktails which initially showed great promise are subject to the emergence of drug-resistant mutants. Baiter and Cohen (1998); Dobkin (1998). Thus, there is still a serious need for development of therapies which delay or prevent progression of AIDS in HIV-infected individuals. Chun et al. (1997) Proc. Natl. Acad. Sci. USA 94:13193-13197; Dobkin (1998).
Human=s closest relatives, chimpanzees ( Pan troglodytes ), have unexpectedly proven to be poor models for the study of the disease processes following infection with HIV-1. Novembre et al. (1997); J. Virol. 71(5):4086-4091. Once infected with HIV-1, chimpanzees display resistance to progression of the disease. To date, only one chimpanzee individual is known to have developed full-blown AIDS, although more than 100 captive chimpanzees have been infected. Novembre et al. (1997); Villinger et al. (1997) J. Med. Primatol. 26(1-2):11-18. Clearly, an understanding of the mechanism(s) that confer resistance to progression of the disease in chimpanzees may prove invaluable for efforts to develop therapeutic agents for HIV-infected humans.
It is generally believed that wild chimpanzee populations harbored the HIV-1 virus (perhaps for millennia) prior to its recent cross-species transmission to humans. Dube et al., (1994); Virology 202:379-389; Zhu and Ho (1995) Nature 374:503-504; Zhu et al. et al. (1998); Quinn (1994) Proc. Natl. Acad. Sci. USA 91:2407-2414. During this extended period, viral/host co-evolution has apparently resulted in accommodation, explaining chimpanzee resistance to AIDS progression. Burnet and White (1972); Natural History of Infectious Disease (Cambridge, Cambridge Univ. Press); Ewald (1991) Hum. Nat. 2(i):1-30. All references cited herein are hereby incorporated by reference in their entirety.
One aspect of this invention arises from the observations that (a) because chimpanzees ( Pan troglodytes ) have displayed resistance to development of AIDS although susceptible to HIV infection (Alter et al. (1984) Science 226:549-552; Fultz et al. (1986) J. Virol. 58:116-124; Novembre et al. (1997) J. Virol. 71(5):4086-4091), while humans are susceptible to developing this devastating disease, certain genes in chimpanzees may contribute to this resistance; and (b) it is possible to evaluate whether changes in human genes when compared to homologous genes from other species (such as chimpanzee) are evolutionarily significant (i.e., indicating positive selective pressure). Thus, protein coding polynucleotides may contain sequence changes that are found in chimpanzees (as well as other AIDS-resistant primates) but not in humans, likely as a result of positive adaptive selection during evolution. Furthermore, such evolutionarily significant changes in polynucleotide and polypeptide sequences may be attributed to an AIDS-resistant non-human primate=s (such as chimpanzee) ability to resist development of AIDS. The methods of this invention employ selective comparative analysis to identify candidate genes which may be associated with susceptibility or resistance to AIDS, which may provide new host targets for therapeutic intervention as well as specific information on the changes that evolved to confer resistance. Development of therapeutic approaches that involve host proteins (as opposed to viral proteins and/or mechanisms) may delay or even avoid the emergence of resistant viral mutants. The invention also provides screening methods using the sequences and structural differences identified.
This invention provides methods for identifying human polynucleotide and polypeptide sequences that may be associated with susceptibility to post-infection development of AIDS. Conversely, the invention also provides methods for identifying polynucleotide and polypeptide sequences from an AIDS-resistant non-human primate (such as chimpanzee) that may be associated with resistance to development of AIDS. Identifying the genetic (i.e., nucleotide sequence) and the resulting protein structural and biochemical differences underlying susceptibility or resistance to development of AIDS will likely provide a basis for discovering and/or designing agents that can provide prevention and/or therapy for HIV infection progressing to AIDS. These differences could also be used in developing diagnostic reagents and/or biomedical research tools. For example, identification of proteins which confer resistance may allow development of diagnostic reagents or biomedical research tools based upon the disruption of the disease pathway of which the resistant protein plays a part.
Generally, the methods described herein entail (a) comparing human protein-coding polynucleotide sequences to that of an AIDS resistant non-human primate (such as chimpanzee), wherein the human protein coding polynucleotide sequence is associated with development of AIDS; and (b) selecting those human protein-coding polynucleotide sequences having evolutionarily significant changes that may be associated with susceptibility to development of AIDS. In another embodiment, the methods entail (a) comparing human protein-coding polynucleotide sequences to that of an AIDS-resistant non-human primate (such as chimpanzee), wherein the human protein coding polynucleotide sequence is associated with development of AIDS; and (b) selecting those non-human primate protein-coding polynucleotide sequences having evolutionarily significant changes that may be associated with resistance to development of AIDS.
As is evident, the methods described herein can be applied to other infectious diseases. For example, the methods could be used in a situation in which a non-human primate is known or believed to have harbored the infectious disease for a significant period (i.e., a sufficient time to have allowed positive selection) and is resistant to development of the disease. Thus, in other embodiments, the invention provides methods for identifying a polynucleotide sequence encoding a polypeptide, wherein said polypeptide may be associated with resistance to development of an infectious disease, comprising the steps of: (a) comparing infectious disease-resistant non-human primate protein coding sequences to human protein coding sequences, wherein the human protein coding sequence is associated with development of the infectious disease; and (b) selecting an infectious disease-resistant non-human primate sequence that contains at least one nucleotide change as compared to the corresponding human sequence, wherein the nucleotide change is evolutionarily significant. In another embodiment, the invention provides methods for identifying a human polynucleotide sequence encoding a polypeptide, wherein said polypeptide may be associated with susceptibility to development of an infectious disease, comprising the steps of: (a) comparing human protein coding sequences to protein-coding polynucleotide sequences of an infectious disease-resistant non-human primate, wherein the human protein coding sequence is associated with development of the infectious disease; and (b) selecting a human polynucleotide sequence that contains at least one nucleotide change as compared to the corresponding sequence of an infectious disease-resistant non-human primate, wherein the nucleotide change is evolutionarily significant.
In the present invention, human sequences to be compared with a homologue from an AIDS-resistant non-human primate are selected based on their known or implicated association with HIV propagation (i.e., replication), dissemination and/or subsequent progression to AIDS. Such knowledge is obtained, for example, from published literature and/or public databases (including sequence databases such as GenBank). Because the pathway involved in development of AIDS (including viral replication) involves many genes, a number of suitable candidates may be tested using the methods of this invention. Table 1 contains a exemplary list of genes to be examined. The sequences are generally known in the art.
TABLE 1
Sample List of Human Genes to be/have been Examined
Gene
Function
eIF-5A
intiation factor
hPC6A
protease
hPC6B
protease
P56 lck
Signal transduction
FK506-binding protein
Immunophilin
calnexin
?
Bax
PCD promoter
bcl-2
apoptosis inhibitor
lck
tyrosine kinase
MAPK (mitogen activated protein kinase)
protein kinase
CD43
sialoglycoprotein
CCR2B
chemokine receptor
CCR3
chemokine receptor
Bonzo
chemokine receptor
BOB
chemokine receptor
GPR1
chemokine receptor
stromal-derived factor-1 (SDF-1)
chemokine
tumor-necrosis factor-α (TNF-α)
PCD promoter
TNF-receptor II (TNFRII)
receptor
interferon γ (IFN-γ)
cytokine
interleukin 1 α(IL-1 α)
cytokine
interleukin 1 β(IL-1 β)
cytokine
interleukin 2 (IL-2)
cytokine
interleukin 4 (IL-4)
cytokine
interleukin 6 (IL-6)
cytokine
interleukin 10 (IL-10)
cytokine
interleukin 13 (IL-13)
cytokine
B7
signaling protein
macrophage colony-stimulating factor
cytokine
(M-CSF)
granulocyte-macrophage colony-stimulating
cytokine
factor
phosphatidylinositol 3-kinase (PI 3-kinase)
kinase
phosphatidylinositol 4-kinase (PI 4-kinase)
kinase
HLA class I α chain
histocompatibility antigen
β 2 microglobulin
lymphocyte antigen
CD55
decay-accelerating factor
CD63
glycoprotein antigen
CD71
?
interferon α (IFN-α)
cytokine
CD44
cell adhesion
CD8
glycoprotein
Genes already examined (13)
ICAM-1
Immune system
ICAM-2
Immune system
ICAM-3
Immune system
leukocyte associated function 1 molecule α
Immune system
(LFA-1)
leukocyte associated function 1 molecule β
Immune system
(LFA-1)
Mac-1 α
Immune system
Mac-1 β (equivalent to LFA-1β)
Immune system
DC-SIGN
Immune system
CD59
complement protein
CXCR4
chemokine receptor
CCR5
chemokine receptor
MIP-1α
chemokine
MIP-1β
chemokine
RANTES
chemokine
Aligned protein-coding sequences of human and an AIDS resistant non-human primate such as chimpanzee are analyzed to identify nucleotide sequence differences at particular sites. The detected sequence changes are generally, and preferably, initially checked for accuracy as described above. The evolutionarily significant nucleotide changes, which are detected by molecular evolution analysis such as the K A /K S analysis, can be further assessed to determine whether the non-human primate gene or the human gene has been subjected to positive selection. For example, the identified changes can be tested for presence/absence in other AIDS- resistant non-human primate sequences. The sequences with at least one evolutionarily significant change between human and one AIDS-resistant non-human primate can be used as primers for PCR analysis of other non-human primate protein-coding sequences, and resulting polynucleotides are sequenced to see whether the same change is present in other non-human primates. These comparisons allow further discrimination as to whether the adaptive evolutionary changes are unique to the AIDS-resistant non-human primate (such as chimpanzee) as compared to other non-human primates. For example, a nucleotide change that is detected in chimpanzee but not other primates more likely represents positive selection on the chimpanzee gene. Other non-human primates used for comparison can be selected based on their phylogenetic relationships with human. Closely related primates can be those within the hominoid sublineage, such as chimpanzee, bonobo, gorilla, and orangutan. Non-human primates can also be those that are outside the hominoid group and thus not so closely related to human, such as the Old World monkeys and New World monkeys. Statistical significance of such comparisons may be determined using established available programs, e.g., t-test as used by Messier and Stewart (1997) Nature 385:151-154.
Furthermore, sequences with significant changes can be used as probes in genomes from different humans to see whether the sequence changes are shared by more than one individual. For example, certain individuals are slower to progress to AIDS (“slow progressers”) and comparison (a) between a chimpanzee sequence and the homologous sequence from the slow-progresser human individual and/or (b) between an AIDS-susceptible individual and a slow-progresser individual would be of interest. Gene sequences from different human populations can be obtained from databases made available by, for example, the human genome diversity project or, alternatively, from direct sequencing of PCR-amplified DNA from a number of unrelated, diverse human populations. The presence of the identified changes in human slow progressers would further indicate the evolutionary significance of the changes.
As is exemplified herein, the CD59 protein, which has been associated with the chimpanzee=s resistance to the progression of AIDS, exhibits an evolutionarily significant nucleotide change relative to human CD59. CD59 (also known as protectin, 1F-5Ag, H19, HRF20, MACIF, MIRL and P-18) is expressed on peripheral blood leukocytes and erythrocytes, and functions to restrict lysis of human cells by complement (Meri et al. (1996) Biochem. J. 316:923). More specifically, CD59 acts as an inhibitor of membrane attack complexes, which are complement proteins that make hole-like lesions in the cell in the cell membranes. Thus, CD59 protects the cells of the body from the complement arm of its own defense system (Meri et al., supra). The chimpanzee homolog of this protein was examined because the human homolog has been implicated in the progression of AIDS in infected individuals. It has been shown that CD59 is one of the host cell derived proteins that is selectively taken up by HIV virions (Frank et al. (1996) AIDS 10:1611). Additionally, it has been shown that HIV virions that have incorporated host cell CD59 are protected from the action of complement. Thus, in humans, HIV uses CD59 to protect itself from attack by the victim=s immune system, and thus to further the course of infection. As is theorized in the examples, positively-selected chimpanzee CD59 may constitute the adaptive change that inhibits disease progression. The virus may be unable to usurp the chimpanzee=s CD59 protective role, thereby rendering the virus susceptible to the chimpanzee=s immune system.
As is further exemplified herein, the DC-SIGN protein has also been determined to be positively selected in the chimpanzee as compared to humans and gorilla. DC-SIGN is expressed on dendritic cells and has been documented to provide a mechanism for travel of the HIV-1 virus to the lymph nodes where it infects undifferentiated T cells (Geijtenbeek, T. B. H. et al. (2000) Cell 100:587-597). Infection of the T cells ultimately leads to compromise of the immune system and subsequently to full-blown AIDS. The HIV-1 virus binds to the extracellular portion of DC-SIGN, and then gains access to the T cells via their CD4 proteins. DC-SIGN has as its ligand ICAM-3, which has a very high K A /K S ratio. It may be that the positive selection on chimpanzee ICAM-3 was a result of compensatory changes to permit continued binding to DC-SIGN. As is theorized in the examples, positively-selected chimpanzee DC-SIGN may constitute another adaptive change that inhibits disease progression. Upon resolution of the three-dimensional structure of chimpanzee DC-SIGN and identification of the mechanism by which HIV-1 is prevented from binding to DC-SIGN, it may be possible to design drugs to mimic the effects of chimpanzee DC-SIGN without disrupting the normal functions of human DC-SIGN.
Description of the HCV Embodiment (An Example of a Positively Selected Non-Human Trait)
Some four million Americans are infected with the hepatitis C virus (HCV), and worldwide, the number approaches 40 million (Associated Press, Mar. 11, 1999). Many of these victims are unaware of the infection, which can lead to hepatocellular carcinoma. This disease is nearly always fatal. Roughly 14,500 Americans die each year as a result of the effects of hepatocellular carcinoma (Associated Press, Mar. 11, 1999). Thus identification of therapeutic agents that can ameliorate the effects of chronic infection are valuable both from an ethical and commercial viewpoint.
The chimpanzee is the only organism, other than humans, known to be susceptible to HCV infection (Lanford, R. E. et al. (1991) J. Med. Virol. 34:148-153). While the original host population for HCV has not yet been documented, it is likely that the virus must have originated in either humans or chimpanzees, the only two known susceptible species. It is known that the continent-of-origin for HCV is Africa (personal communication, A. Siddiqui, University of Colorado Health Science Center, Denver). If the chimpanzee population were the original host for HCV, as many HCV researchers believe (personal communication, A. Siddiqui, University of Colorado Health Science Center), then, as is known to be true for the HIV virus, chimpanzees would likely have evolved resistance to the virus. This hypothesis is supported by the well-documented observation that HCV-infected chimpanzees are refractory to the hepatic damage that often occurs in hepatitis C-infected humans (Walker, C. M (1997) Springer Semin. Immunopathol. 19:85-98; McClure, H. M., pp. 121-133 in The Role of the Chimpanzee in Research , ed. by Eder, G. et al., 1994, Basel: Karger; Agnello, V. et al. (1998) Hepatology 28:573-584). In fact, although in 2% of HCV-infected humans, the disease course leads to hepatocellular carcinoma, HCV-infected chimpanzees do not develop these tumors (Walker, C. M (1997) Springer Semin. Immunopathol. 19:85-98). Further support for the hypothesis that chimpanzees were the original host population, and that they have, as a result of prolonged experience with the virus, evolved resistance to the ravages of HCV-induced disease, is added by the observation that HCV-infected chimpanzees in general chimpanzees in general have a milder disease course (i.e., not simply restricted to hepatic effects) than do humans (Lanford, R. E. et al. (1991) J. Med. Virol. 34:148-153; and Walker, C. M (1997) Springer Semin. Immunopathol. 19:85-98).
As is exemplified herein, the p44 gene in chimpanzees has been positively selected relative to its human homolog. The p44 protein was first identified in liver tissues of chimpanzees experimentally infected with HCV (Shimizu, Y. et al. (1985) PNAS USA 82:2138).
The p44 gene, and the protein it codes for, represents a potential therapeutic target, or alternatively a route to a therapeutic, for humans who are chronically infected with hepatitis C. The protein coded for by this gene in chimpanzees is known to be up-regulated in chimpanzee livers after experimental infection of captive chimpanzees (Takahashi, K. et al. (1990) J. Gen. Virol. 71:2005-2011). The p44 gene has been shown to be a member of the family of α/β interferon inducible genes (Kitamura, A. et al. (1994) Eur. J. Biochem. 224:877-883). It is suspected that the p44 protein is a mediator in the antiviral activities of interferon.
This is most suggestive, since as noted above, HCV-infected chimpanzees have been documented to be refractory to the hepatic damage that often occurs in HCV-infected humans. The combination of the observations that this protein is only expressed in chimpanzee livers after hepatitis C infection, the fact that chimpanzees are refractory to the hepatic damage that can occur in humans (Agnello, V. et al. (1998) Hepatology 28:573-584), the observation that HCV-infected chimpanzees in general have a milder disease course than do humans, and that the p44 gene has been positively selected in chimpanzees, strongly suggest that the chimpanzee p44 protein confers resistance to hepatic damage in chimpanzees. Whether the protein is responsible for initiating some type of cascade in chimpanzees that fails to occur in infected humans, or whether the selected chimpanzee homolog differs in some critical biochemical functions from its human homolog, is not yet clear. It has been speculated that the milder disease course observed in chimpanzees may be due in part to lower levels of viral replication (Lanford, R. E. et al. (1991) J. Med. Viral. 34:148-153).
This invention includes the medical use of the specific amino acid residues by which chimpanzee p44 differs from human p44. These residues that were positively selected during the period in which chimpanzees evolved an accommodation to the virus, allow the intelligent design of an effective therapeutic approach for chronically HCV-infected humans. Several methods to induce a chimpanzee-like response in infected humans will be apparent to one skilled in the art. Possibilities include the intelligent design of a small molecule therapeutic targeted to the human homolog of the specific amino acid residues selected in chimpanzee evolution. Use of molecular modeling techniques might be valuable here, as one could design a small molecule that causes the human protein to mimic the three-dimensional structure of the chimpanzee protein. Another approach would be the design of a small molecule therapeutic that induces a chimpanzee-like functional response in human p44. Again, this could only be achieved by use of the knowledge obtained by this invention, i.e., which amino acid residues were positively selected to confer resistance to HCV in chimpanzees. Other possibilities will be readily apparent to one skilled in the art.
In addition to screening candidate agents for those that may favorably interact with the human p44 (exon 2) polypeptide so that it may mimic the structure and/or function of chimpanzee p44, the subject invention also concerns the screening of candidate agents that interact with the human p44 polynucleotide promoter, whereby the expression of human p44 may be increased so as to improve the human patient's resistance to HCV infection. Thus, the subject invention includes a method for identifying an agent that modulates expression of a human's p44 polynucleotide, by contacting at least one candidate agent with the human's p44 polynucleotide promoter, and observing whether expression of the human p44 polynucleotide is enhanced. The human p44 promoter has been published in Kitamura et al. (1994) Eur. J. Biochem. 224:877 ( FIG. 4 ).
Description of the Breast Enhancement Embodiment (An Example of a Positively Selected Human Trait)
Relative to non-human primates, female humans exhibit pre-pregnancy, pre-lactation expanded breast tissue. As is discussed in the Examples, this secondary sex characteristic is believed to facilitate evolved behaviors in humans associated with long term pair bonds and long-term rearing of infants. One aspect of this invention concerns identifying those human genes that have been positively selected in the development of enlarged breasts. Specifically, this invention includes a method of determining whether a human polynucleotide sequence which has been associated with enlarged breasts in humans has undergone evolutionarily significant change relative to a non-human primate that does not manifest enlarged breasts, comprising: a) comparing the human polynucleotide sequence with the corresponding non-human primate polynucleotide sequence to identify any nucleotide changes; and b) determining whether the human nucleotide changes are evolutionarily significant.
It has been found that the human BRCA1 gene, which has been associated with normal breast development in humans, has been positively selected relative to the BRCA1 gene of chimpanzees and other non-human primates. The identified evolutionarily significant nucleotide changes could be useful in developing agents that can modulate the function of the BRCA1 gene or protein.
Therapeutic Compositions that Comprise Agents
As described herein, agents can be screened for their capacity to increase or decrease the effectiveness of the positively selected polynucleotide or polypeptide identified according to the subject methods. For example, agents that may be suitable for enhancing breast development may include those which interact directly with the BRCA1 protein or its ligand, or which block inhibitors of BRCA1 protein. Alternatively, an agent may enhance breast development by increasing BRCA1 expression. As the mechanism of BRCA1 is further elucidated, strategies for enhancing its efficacy can be devised.
In another example, agents that may be suitable for reducing the progression of AIDS could include those which directly interact with the human CD59 protein in a manner to make the protein unusable to the HIV virion, possibly by either rendering the human CD59 unsuitable for packing in the virion particle or by changing the orientation of the protein with respect to the cell membrane (or via some other mechanism). The candidate agents can be screened for their capacity to modulate CD59 function using an assay in which the agents are contacted with HIV infected cells which express human CD59, to determine whether syncytia formation or other indicia of the progression of AIDS are reduced. The assay may permit the detection of whether the HIV virion can effectively pack the CD59 and/or utilize the CD59 to inhibit attack by MAC complexes.
One agent that may slow AIDS progression is a human CD59 that has been modified to have multiple GPI links. As described herein, chimp CD59, which contains three GPI links as compared to the single GPI link found in human CD59, slows progression of HIV infections in chimps. Preferably, the modified human CD59 contains three GPI links in tandem.
Another example of an agent that may be suitable for reducing AIDS progression is a compound that directly interacts with human DC-SIGN to reduce its capacity to bind to HIV-1 and transport it to the lymph nodes. Such an agent could bind directly to the HIV-1 binding site on DC-SIGN. The candidate agents can be contacted with dendritic cells expressing DC-SIGN or with a purified extracellular fragment of DC-SIGN and tested for their capacity to inhibit HIV-1 binding.
Various delivery systems are known in the art that can be used to administer agents identified according to the subject methods. Such delivery systems include aqueous solutions, encapsulation in liposomes, microparticles or microcapsules or conjugation to a moiety that facilitates intracellular admission.
Therapeutic compositions comprising agents may be administered parenterally by injection, although other effective administration forms, such as intra-articular injection, inhalant mists, orally-active formulations, transdermal iontophoresis or suppositories are also envisioned. The carrier may contain other pharmacologically-acceptable excipients for modifying or maintaining the pH, osmolarity, viscosity, clarify, color, sterility, stability, stability, rate of dissolution, or odor of the formulation. The carrier may also contain other pharmacologically-acceptable excipients for modifying or maintaining the stability, rate of dissolution, release or absorption of the agent. Such excipients are those substances usually and customarily employed to formulate dosages for parenteral administration in either unit dose or multi-dose form.
Once the therapeutic composition has been formulated, it may be stored in sterile vials as a solution, suspension, gel, emulsion, solid, or dehydrated or lyophilized powder. Such formulations may be stored either in a ready to use form or requiring reconstitution immediately prior to administration. The manner of administering formulations containing agents for systemic delivery may be via subcutaneous, intramuscular, intravenous, intranasal or vaginal or rectal suppository. Alternatively, the formulations may be administered directly to the target organ (e.g., breast).
The amount of agent which will be effective in the treatment of a particular disorder or condition will depend on the nature of the disorder or condition, which can be determined by standard clinical techniques. In addition, in vitro or in vivo assays may optionally be employed to help identify optimal dosage ranges. The precise dose to be employed in the formulation will also depend on the route of administration, and the seriousness or advancement of the disease or condition, and should be decided according to the practitioner and each patient's circumstances. Effective doses may be extrapolated from dose-response curves derived from in vitro or animal model test systems. For example, an effective amount of an agent identified according to the subject methods is readily determined by administering graded doses of a bivalent compound of the invention and observing the desired effect.
Description of a Method for Obtaining Candidate Polynucleotides that may be Associated with Human Diseases, and Diagnostic Methods Derived Therefrom
According to the subject invention, BRCA1 exon 11 is an evolutionarily significant polynucleotide that has undergone positive selection in humans relative to chimpanzees, and is associated with the enhanced breast development observed in humans relative to humans relative to chimpanzees (see Example 14). Exon 11 has also been found to have mutations that are associated with the development of breast cancer. BRCA1 exon 11 mutations are known to be associated with both familial and spontaneous breast cancers (Kachhap, S. K. et al. (2001) Indian J. Exp. Biol. 39(5):391-400; Hadjisavvas, A. et al. (2002) Oncol. Rep. 9(2):383-6; Khoo, U. S. et al. (1999) Oncogene 18(32):4643-6).
Encompassed within the subject invention are methods that are based on the principle that human polynucleotides that are evolutionarily significant relative to a non-human primate, and which are associated with a improved physiological condition in the human, may also be associated with decreased resistance or increased susceptibility to one or more diseases. In one embodiment, mutations in positively selected human BRCA1 polynucleotide exon 11 may be linked to elevated risk of breast, ovarian and/or prostate cancer. This phenomenon may represent a trade-off between enhanced development of one trait and loss or reduction in another trait in polynucleotides encoding polypeptides of multiple functions. In this way, identification of positively selected human polynucleotides can serve to identify a pool of genes that are candidates for susceptibility to human diseases.
Thus, in one embodiment, the subject invention provides a method for obtaining a pool of candidate polynucleotides that are useful in screening for identification of polynucleotides associated with increased susceptibility or decreased resistance to one or more human diseases. The method of identifying the candidate polynucleotides comprises comparing the human polynucleotide sequences with non-human primate polynucleotide sequences to identify any nucleotide changes, and determining whether those nucleotide changes are evolutionarily significant. Evolutionary significance can be determined by any of the methods described herein including the K A /K S method. Because evolutionary significance involves the number of non-silent nucleotide changes over a defined length of polynucleotide, it is the polynucleotide containing the group of nucleotide changes that is referred to herein as “evolutionarily significant.” That is, a single nucleotide change in a human polynucleotide relative to a non-human primate cannot be analyzed for evolutionary significance without considering the length of the polynucleotide and the polynucleotide and the existence or (non-existence) of other non-silent nucleotide changes in the defined polynucleotide. Thus, in referring to an “evolutionarily significant polynucleotide” and the nucleotide changes therein, the size of the polynucleotide is generally considered to be between about 30 and the total number of nucleotides encompassed in the polynucleotide or gene sequence (e.g., up to 3,000-5,000 nucleotides or longer). Further, while individual nucleotide changes cannot be analyzed in isolation as to their evolutionary significance, nucleotide changes that contribute to the evolutionary significance of a polynucleotide are referred to herein as “evolutionarily significant nucleotide changes.”
The subject method further comprises a method of correlating an evolutionarily significant nucleotide change in a candidate polynucleotide to decreased resistance to development of a disease in humans, comprising identifying evolutionarily significant candidate polynucleotides as described herein, and further analyzing the functional effect of the evolutionarily significant nucleotide change(s) in one or more of the candidate polynucleotides in a suitable model system, wherein the presence of a functional effect indicates a correlation between the evolutionarily significant nucleotide change in the candidate polynucleotide and the decreased resistance to development of the disease in humans. As discussed herein, model systems may be cell-based or in vivo. For example, the evolutionarily significant human BRCA1 exon 11 (or variations thereof having fewer evolutionarily significant nucleotide changes) could be transfected or knock-out genomically inserted into mice or non-human primates (e.g., chimpanzees) to determine if it induces the functional effect of breast, ovarian or prostate cancer in the test animals. Such test results would indicate whether specific evolutionarily significant changes in exon 11 are associated with increased incidence of breast, ovarian or prostate cancer.
In addition to evaluating the evolutionarily significant nucleotide changes in candidate polynucleotides for their relevance to development of disease, the subject invention also includes the evaluation of other nucleotide changes of candidate human polynucleotides, such as alleles or mutant polynucleotides, that may be responsible for the development of the disease. For example, the evolutionarily significant BRCA1 exon 11 has a number of allelic or mutant exon 11s in human populations that have been found to be associated with breast, ovarian or prostate cancer (Rosen, E. M. et al. (2001) Cancer Invest. 19(4):396-412; Elit, L. et al. (2001) Int. J. Gynecol. Cancer 11(3):241-3; Shen, D. et al. (2000) J. Natl. Med. Assoc. 92(1):29-35; Khoo, U. S. et al. (1999) Oncogene 18(32):4643-6; Presneau, N. et al. (1998) Hum. Genet. 103(3):334-9; Dong, J. et al. (1998) Hum. Genet. 103(2):154-61; and Xu, C. F. et al. (1997) Genes Chromosomes 18(2):102-10). For example, Grade, K. et al. (1996) J. Cancer Res. Clin. Oncol. 122(11):702-6, report that of 127 human BRCA1 mutations published by 1996, 55% of them are localized in exon 11. Many of the cancer-causing mutations in BRCA1 exon 11 are not considered to be predominantly present in humans, and are therefore not considered to contribute to the evolutionarily significance of BRCA1 exon 11. Polynucleotides that are strongly positively selected for the development of one trait in humans may be hotspots for nucleotide changes (evolutionarily significant or otherwise) that are associated with the development of a disease. Thus, according to the subject invention, identification of candidate polynucleotides that have been positively selected, is a very efficient start to identifying corresponding mutant or allelic polynucleotides associated with a disease.
To identify whether mutants or alleles of evolutionarily significant polynucleotides in humans can be correlated to decreased resistance or increased susceptibility to the disease, the variant polynucleotide can be tested in a suitable model, such as the MCF10a normal human epithelial cell line (Favy, D A et al. (2001) Biochem. Biophys. Res. Commun. 274(1):73-8). This model system for breast cancer can involve transfection of or knock-out genomic insertion into the MCF10a normal human breast epithelial cell line with mutant or allelic BRCA1 exon 11 polynucleotides to determine whether the nucleotide changes in the mutant or allelic polynucleotides result in conversion of the cell line to a neoplastic phenotype, i.e., a phenotype similar to cancer cell lines MCF-7, MDA-MB231 or HBL100 (Favy et al., supra). Additionally, mutants of candidate polynucleotides can be compared to patient genetic data to determine whether, for example, BRCA1 exon 11 mutant nucleotide changes are present in familial and/or and/or sporadic breast, ovarian and/or prostate tumors. In this way, mutations in candidate evolutionarily significant human polynucleotides can be evaluated for their functional effect and their correlation to development of breast, ovarian and/or prostate cancer in humans.
The following examples are provided to further assist those of ordinary skill in the art. Such examples are intended to be illustrative and therefore should not be regarded as limiting the invention. A number of exemplary modifications and variations are described in this application and others will become apparent to those of skill in this art. Such variations are considered to fall within the scope of the invention as described and claimed herein.
EXAMPLES
Example 1
cDNA Library Construction
A chimpanzee cDNA library is constructed using chimpanzee tissue. Total RNA is extracted from the tissue (RNeasy kit, Quiagen; RNAse-free Rapid Total RNA kit, 5 Prime-3 Prime, Inc.) and the integrity and purity of the RNA are determined according to conventional molecular cloning methods. Poly A+ RNA is isolated (Mini-Oligo(dT) Cellulose Spin Columns, 5 Prime-3 Prime, Inc.) and used as template for the reverse-transcription of cDNA with oligo (dT) as a primer. The synthesized cDNA is treated and modified for cloning using commercially available kits. Recombinants are then packaged and propagated in a host cell line. Portions of the packaging mixes are amplified and the remainder retained prior to amplification. The library can be normalized and the numbers of independent recombinants in the library is determined.
Example 2
Sequence Comparison
Suitable primers based on a candidate human gene are prepared and used for PCR amplification of chimpanzee cDNA either from a cDNA library or from cDNA prepared from mRNA. Selected chimpanzee cDNA clones from the cDNA library are sequenced using an automated sequencer, such as an ABI 377. Commonly used primers on the cloning vector such as the M13 Universal and Reverse primers are used to carry out the sequencing. For inserts that are not completely sequenced by end sequencing, dye-labeled terminators are used to fill in remaining gaps.
The detected sequence differences are initially checked for accuracy, for example by finding the points where there are differences between the chimpanzee and human sequences; checking the sequence fluorogram (chromatogram) to determine if the bases that appear unique to human correspond to strong, clear signals specific for the called base; checking the human hits to see if there is more than one human sequence that corresponds to a sequence change; and other methods known in the art, as needed. Multiple human sequence entries for the same gene that have the same nucleotide at a position where there is a different chimpanzee nucleotide provides independent support that the human sequence is accurate, and that the chimpanzee/human difference is real. Such changes are examined using public database information and the genetic code to determine whether these DNA sequence changes result in a change in the amino acid sequence of the encoded protein. The sequences can also be examined by direct sequencing of the encoded protein.
Example 3
Molecular Evolution Analysis
The chimpanzee and human sequences under comparison are subjected to K A /K S analysis. In this analysis, publicly available computer programs, such as Li 93 and INA, are used to determine the number of non-synonymous changes per site (K A ) divided by the number of synonymous changes per site (K S ) for each sequence under study as described above. Full-length coding regions or partial segments of a coding region can be used. The higher the K A /K S ratio, the more likely that a sequence has undergone adaptive evolution. Statistical significance of K A /K S values is determined using established statistic methods and available programs such as the t-test.
To further lend support to the significance of a high K A /K S ratio, the sequence under study can be compared in multiple chimpanzee individuals and in other non-human primates, e.g., gorilla, orangutan, bonobo. These comparisons allow further discrimination discrimination as to whether the adaptive evolutionary changes are unique to the human lineage compared to other non-human primates. The sequences can also be examined by direct sequencing of the gene of interest from representatives of several diverse human populations to assess to what degree the sequence is conserved in the human species.
Example 4
Identification of Positively Selected ICAM-1, ICAM-2 and ICAM-3
Using the methods of the invention described herein, the intercellular adhesion molecules ICAM-1, ICAM-2 and ICAM-3 have been shown to have been strongly positively selected. The ICAM molecules are involved in several immune response interactions and are known to play a role in progression to AIDS in HIV infected humans. The ICAM proteins, members of the Ig superfamily, are ligands for the integrin leukocyte associated function 1 molecule (LFA-1). Makgoba et al. (1988) Nature 331:86-88. LFA-1 is expressed on the surface of most leukocytes, while ICAMs are expressed on the surface of both leukocytes and other cell types. Larson et al. (1989) J. Cell Biol. 108:703-712. ICAM and LFA-1 proteins are involved in several immune response interactions, including T-cell function, and targeting of leukocytes to areas of inflammation. Larson et al. (1989).
Total RNA was prepared using either the RNeasy® kit (Qiagen), or the RNAse-free Rapid Total RNA kit (5 Prime-3 Prime, Inc.) from primate tissues (chimpanzee brain and blood, gorilla blood and spleen, orangutan blood) or from cells harvested from the following B lymphocyte cell lines: CARL (chimpanzee), ROK (gorilla), and PUTI (orangutan). mRNA was isolated from total RNA using the Mini-Oligo(dT) Cellulose Spin Columns (5 Prime-3 Prime, Inc.). cDNA was synthesized from mRNA with oligo dT and/or random priming using the cDNA Synthesis Kit (Stratagene®). The protein-coding region of the primate ICAM-1 gene was amplified from cDNA using primers (concentration=100 nmole/μl) designed by hand from the published human sequence. PCR conditions for ICAM-1 amplification were 94° C. initial pre-melt (4 min), followed by 35 cycles of 94° C. (15 see), 58° C. (1 min 15 sec), 72° C. (1 min 15 see), and a final 72° C. extension for 10 minutes. PCR was accomplished using Ready-to-Go™ PCR beads (Amersham Pharmacia Biotech) in a 50 microliter total reaction volume. Appropriately-sized products were purified from agarose gels using the QiaQuick® Gel Extraction kit (Qiagen). Both strands of the amplification products were sequenced directly using the Big Dye Cycle Sequencing Kit and analyzed on a 373A DNA sequencer (ABI BioSystems).
Comparison of the protein-coding portions of the human, gorilla ( Gorilla gorilla ), and orangutan ( Pongo pygmaeus ) ICAM-1 genes to that of the chimpanzee yielded statistically significant K A /K S ratios (Table 2). The protein-coding portions of the human and chimpanzee ICAM-1 genes were previously published and the protein-coding portions of gorilla ( Gorilla gorilla ), and orangutan ( Pongo pygmaeus ) ICAM-1 genes are shown in FIGS. 3 and 4 , respectively.
For this experiment, pairwise K A /K S ratios were calculated for the mature protein using the algorithm of Li (1985; 1993). Statistically significant comparisons (determined by t-tests) are shown in bold. Although the comparison to gorilla and human was sufficient to demonstrate that chimpanzee ICAM-1 has been positively-selected, the orangutan ICAM-1 was compared as well, since the postulated historical range of gorillas in Africa suggests that gorillas could have been exposed to the HIV-1 virus. Nowak and Paradiso (1983) Walker=s Mammals of the World (Baltimore, Md., The Johns Hopkins University Press). The orangutan, however, has always been confined to Southeast Asia and is thus unlikely to have been exposed to HIV over an evolutionary time frame. (Nowak and Paradiso, 1983) (Gorillas are most closely-related to humans and chimpanzees, while orangutans are more distantly-related.)
TABLE 2
K A /K S Ratios: ICAM-1 Whole Protein Comparisons
Species Compared
K A /K S Ratio
Chimpanzee to Human
2.1 (P < 0.01)
Chimpanzee to Gorilla
1.9 (P < 0.05)
Chimpanzee to Orangutan
1.4 (P < 0.05)
Human to Gorilla
1.0
Human to Orangutan
0.87
Gorilla to Orangutan
0.95
Even among those proteins for which positive selection has been demonstrated, few show K A /K S ratios as high as these ICAM-1 comparisons. Lee and Vacquier (1992) Biol. Bull. 182:97-104; Swanson and Vacquier (1995) Proc. Natl. Acad. Sci. USA 92:4957-4961; Messier and Stewart (1997); Sharp (1997) Nature 385:111-112. The results are consistent with strong selective pressure resulting in adaptive changes in the chimpanzee ICAM-1 molecule.
The domains (D1 and D2) of the ICAM-1 molecule which bind to LFA-1 have been documented. Staunton et al. (1990). Cell 61:243-254. Pairwise K A /K S comparisons between primate ICAM-1 genes. K A /K S ratios were calculated for domains D1 and D2 only, using the algorithm of Li (1985; 1993) (Table 3). Statistically significant comparisons (determined by t-tests) are shown in bold. The very high, statistically significant K A /K S ratios for domains D1 and D2 suggest that these regions of the protein were very strongly positively-selected. These regions of chimpanzee ICAM-1 display even more striking K A /K S ratios (Table 3) than are seen for the whole protein comparisons, thus suggesting that the ICAM-1/LFA-1 interaction has been subjected to unusually strong selective pressures.
TABLE 3
K A /K S Ratios: Domains D1 + D2 of ICAM-1
Species Compared
K A /K S Ratio
Chimpanzee to Human
3.1 (P < 0.01)
Chimpanzee to Gorilla
2.5 (P < 0.05)
Chimpanzee to Orangutan
1.5 (P < 0.05)
Human to Gorilla
1.0
Human to Orangutan
0.90
Gorilla to Orangutan
1.0
Example 5
Characterization of ICAM-1, ICAM-2 and ICAM-3 Positively Selected Sequences
A sequence identified by the methods of this invention may be further tested and characterized by cell transfection experiments. For example, human cells in culture, when transfected with a chimpanzee polynucleotide identified by the methods described herein (such as ICAM-1 (or ICAM-2 or ICAM-3); see below), could be tested for reduced viral dissemination and/or propagation using standard assays in the art, and compared to control cells. Other indicia may also be measured, depending on the perceived or apparent functional nature of the polynucleotide/polypeptide to be tested. For example, in the case of ICAM-1 (or ICAM-2 or ICAM-3), syncytia formation may be measured and compared to control (untransfected) cells. This would test whether the resistance arises from prevention of syncytia formation in infected cells.
Cells which are useful in characterizing sequences identified by the methods of this invention and their effects on cell-to-cell infection by HIV-1 are human T-cell lines which are permissive for infection with HIV-1, including, e.g., H9 and HUT78 cell lines, which are available from the ATCC.
For cell transfection assays, ICAM-1 (or ICAM-2 or ICAM-3) cDNA (or any cDNA identified by the methods described herein) can be cloned into an appropriate expression vector. To obtain maximal expression, the cloned ICAM-1 (or ICAM-2 or ICAM-3) coding region is operably linked to a promoter which is active in human T cells, such as, for example, an IL-2 promoter. Alternatively, an ICAM-1 (or ICAM-2 or ICAM-3) cDNA can be placed under transcriptional control of a strong constitutive promoter, or an inducible promoter. Expression systems are well known in the art, as are methods for introducing an expression vector into cells. For example, an expression vector comprising an ICAM-1 (or ICAM-2 or ICAM-3) cDNA can be introduced into cells by DEAE-dextran or by electroporation, or any other known method. The cloned ICAM-1 (or ICAM-2 or ICAM-3) molecule is then expressed on the surface of the cell. Determination of whether an ICAM-1 (or ICAM-2 or ICAM-3) cDNA is expressed on the cell surface can be the cell surface can be accomplished using antibody(ies) specific for ICAM-1 (or ICAM-2 or ICAM-3). In the case of chimpanzee ICAM-1 (or ICAM-2 or ICAM-3) expressed on the surface of human T cells, an antibody which distinguishes between chimpanzee and human ICAM-1 (or ICAM-2 or ICAM-3) can be used. This antibody can be labeled with a detectable label, such as a fluorescent dye. Cells expressing chimpanzee ICAM-1 (or ICAM-2 or ICAM-3) on their surfaces can be detected using fluorescence-activated cell sorting and the anti-ICAM-1 (or ICAM-2 or ICAM-3) antibody appropriately labeled, using well-established techniques.
Transfected human cells expressing chimpanzee ICAM-1 (or ICAM-2 or ICAM-3) on their cell surface can then be tested for syncytia formation, and/or for HIV replication, and/or for number of cells infected as an index of cell-to-cell infectivity. The chimpanzee ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells can be infected with HIV-1 at an appropriate dose, for example tissue culture infectious dose 50, i.e., a dose which can infect 50% of the cells. Cells can be plated at a density of about 5×10 5 cells/ml in appropriate tissue culture medium, and, after infection, monitored for syncytia formation, and/or viral replication, and/or number of infected cells in comparison to control, uninfected cells. Cells which have not been transfected with chimpanzee ICAM-1 (or ICAM-2 or ICAM-3) also serve as controls. Syncytia formation is generally observed in HIV-1-infected cells (which are not expressing chimpanzee ICAM-1 (or ICAM-2 or ICAM-3)) approximately 10 days post-infection.
To monitor HIV replication, cell supernatants can be assayed for the presence and amount of p24 antigen. Any assay method to detect p24 can be used, including, for example, an ELISA assay in which rabbit anti-p24 antibodies are used as capture antibody, biotinylated rabbit anti-p24 antibodies serve as detection antibody, and the assay is developed with avidin-horse radish peroxidase. To determine the number of infected cells, any known method, including indirect immunofluorescence methods, can be used. In indirect immunofluorescence methods, human HIV-positive serum can be used as a source of anti-HIV antibodies to bind to infected cells. The bound antibodies can be detected using FITC-conjugated anti-human IgG, the cells visualized by fluorescence microscopy fluorescence microscopy and counted.
Another method for assessing the role of a molecule such as ICAM-1 (or ICAM-2 or ICAM-3) involves successive infection of cells with HIV. Human cell lines, preferably those that do not express endogenous ICAM (although cell lines that do express endogenous ICAM may also be used), are transfected with either human or chimpanzee ICAM B1 or B2 or B3. In one set of experiments, HIV is collected from the supernatant of HIV-infected human ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells and used to infect chimpanzee ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells or human ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells. Initial infectivity, measured as described above, of both the chimpanzee ICAM-1 (or ICAM-2 or ICAM-3)- and the human ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells would be expected to be high. After several rounds of replication, cell to cell infectivity would be expected to decrease in the chimpanzee ICAM-1 (or ICAM-2 or ICAM-3) expressing cells, if chimpanzee ICAM-1 (or ICAM-2 or ICAM-3) confers resistance. In a second set of experiments, HIV is collected from the supernatant of HIV-infected chimpanzee ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells, and used to infect human ICAM-1 (or ICAM-2 or ICAM-3)-expressing cells. In this case, the initial infectivity would be expected to be much lower than in the first set of experiments, if ICAM-1 (or ICAM-2 or ICAM-3) is involved in susceptibility to HIV progression. After several rounds of replication, the cell to cell infectivity would be expected to increase.
The identified human sequences can be used in establishing a database of candidate human genes that may be involved in conferring, or contributing to, AIDS susceptibility or resistance. Moreover, the database not only provides an ordered collection of candidate genes, it also provides the precise molecular sequence differences that exist between human and an AIDS-resistant non-human primate (such as chimpanzee) and thus defines the changes that underlie the functional differences.
Example 6
Molecular Modeling of ICAM-1 and ICAM-3
Modeling of the three-dimensional structure of ICAM-1 and ICAM-3 has provided provided additional evidence for the role of these proteins in explaining chimpanzee resistance to AIDS progression.
In the case of ICAM-1, 5 of the 6 amino acid replacements that are unique to the chimpanzee lineage are immediately adjacent (i.e., physically touching) to those amino acids identified by mutagenic studies as critical to LFA-1 binding. These five amino acid replacements are human L18 to chimp Q18, human K29 to chimp D29, human P45 to chimp G45, human R49 to chimp W49, and human E171 to chimp Q171. This positioning cannot be predicted from the primary structure (i.e., the actual sequence of amino acids). None of the amino acid residues critical for binding has changed in the chimpanzee ICAM-1 protein.
Such positioning argues strongly that the chimpanzee ICAM-1 protein=s basic function is unchanged between humans and chimpanzees; however, evolution has wrought fine-tuned changes that may help confer upon chimpanzees their resistance to progression of AIDS. The nature of the amino acid replacements is being examined to allow exploitation of the three-dimensional structural information for developing agents for therapeutic intervention. Strikingly, 4 of the 5 chimpanzee residues are adjacent to critical binding residues that have been identified as N-linked glycosylation sites. This suggests that differences exist in binding constants (to LFA-1) for human and chimpanzee ICAM-1. These binding constants are being determined. Should the binding constants prove lower in chimpanzee ICAM-1, it is possible to devise small molecule agents to mimic (by way of steric hindrance) the change in binding constants as a potential therapeutic strategy for HIV-infected humans. Similarly, stronger binding constants, if observed for chimpanzee ICAM-1, will suggest alternative strategies for developing therapeutic interventions for HIV-1 infected humans.
In the case of ICAM-3, a critical amino acid residue replacement from proline (observed in seven humans) to glutamine (observed in three chimpanzees) is predicted from our modeling studies to significantly change the positional angle between domains 2 and 3 of human and chimpanzee ICAM-3. The human protein displays an acute angle at this juncture. Klickstein, et al., 1996 J. Biol. Chem. 27:239 20-27. Loss of this sharp angle (bend) is predicted to render chimpanzee ICAM-3 less easily packaged into HIV-1 virions (In infected humans, after ICAMs are packaged into HIV virions, cell-to-cell infectivity dramatically increases. Barbeau, B. et al., 1998 J. Viral. 72:7125-7136). This failure to easily package chimp ICAM-3 into HIV virions could then prevent the increase in cell-to-cell infectivity seen in infected humans. This would then account for chimpanzee resistance to AIDS progression.
A small molecule therapeutic intervention whereby binding of a suitably-designed small molecule to the human praline residue causes (as a result of steric hindrance) the human ICAM-1 protein to mimic the larger (i.e., less-acute) angle of chimpanzee ICAM-3 is possible. Conservation between the 2 proteins of the critical binding residues (and the general resemblance of immune responses between humans and chimpanzees) argues that alteration of this angle will not compromise the basic function of human ICAM-3. However, the human ICAM-3 protein would be rendered resistant to packaging into HIV virions, thus mimicking (in HIV-1 infected humans) the postulated pathway by which infected chimpanzees resist progression to AIDS.
Essentially the same procedures were used to identify positively selected chimpanzee ICAM-2 and ICAM-3 (see Table 4). The ligand binding domain of ICAM-1 has been localized as exhibiting especially striking positive selection in contrast to ICAMs-2 and -3, for which positive selection resulted in amino acid replacements throughout the protein. Thus, this comparative genomic analysis reveals that positive selection on ICAMs in chimpanzees has altered the proteins=primary structure, for example, in important binding domains. These alterations may have conferred resistance to AIDS progression in chimpanzees.
TABLE 4
K A /K S Ratios: ICAM-2 and 3 Whole Protein Comparisons
Species Compared
K A /K S Ratio
Chimpanzee to Human ICAM-2
2.1 (P < 0.01)
Chimpanzee to Human ICAM-3
3.7 (P < 0.01)
Binding of ICAM-1, -2, and -3 has been demonstrated to play an essential role in the formation of syncytia (i.e., giant, multi-nucleated cells) in HIV-infected cells in vitro. Pantaleo et al. (1991) J. Ex. Med. 173:511-514. Syncytia formation is followed by the depletion of CD + cells in vitro. Pantaleo et al. (1991); Levy (1993) Microbiol. Rev. 57:183-189; Butini et al. (1994) Eur. J. Immunol. 24:2191-2195; Finkel and Banda (1994) Curr. Opin. Immunol. 6:605-615. Although syncytia formation is difficult to detect in viva, clusters of infected cells are seen in lymph nodes of infected individuals. Pantaleo et al., (1993) N. Eng. J. Med. 328:327-335; Finkel and Banda (1994); Embretson et al. (1993) Nature 362:359-362; Pantaleo et al. (1993) Nature 362:355-358. Syncytia may simply be scavenged from the body too quickly to be detected. Fouchier et al. (1996) Virology 219:87-95. Syncytia-mediated loss of CD4 + cells in vivo has been speculated to occur; this could contribute directly to compromise of the immune system, leading to opportunistic infection and full-blown AIDS. Sodrosky et al. (1986) Nature 322:470-474; Hildreth and Orentas (1989) Science 244:1075-1078; Finkel and Banda (1994). Thus critical changes in chimpanzee ICAM-1, ICAM-2 or ICAM-3 may deter syncytia formation in chimpanzee and help explain chimpanzee resistance to AIDS progression. Because of the polyfunctional nature of ICAMs, these positively selected changes in the ICAM genes may additionally confer resistance to other infectious diseases or may play a role in other inflammatory processes that may also be of value in the development of human therapeutics. The polypeptide sequence alignments of ICAM-1, -2, and -3 are shown in FIGS. 5 , 6 , and 7 , respectively.
Example 7
Identifying Positive Selection of MIP-1α
MIP-1α is a chemokine that has been shown to suppress HIV-1 replication in human cells in vitro (Cocchi, F. et al., 1995 Science 270:1811-1815). The chimpanzee homologue of the human MIP-1α gene was PCR-amplified and sequenced. Calculation of the K A /K S ratio (2.1, P<0.05) and comparison to the gorilla homologue reveals that the chimpanzee gene has been positively-selected. As for the other genes discussed herein, the nature of the chimpanzee amino acid replacements is being examined to determine how to how to exploit the chimpanzee protein for therapeutic intervention.
Example 8
Identifying Positive Selection of 17-1′-Hydroxysteroid Dehydrogenase
Using the methods of the present invention, a chimpanzee gene expressed in brain has been positively-selected (K A /K S =1.6) as compared to its human homologue (GenBank Acc. #X87176) has been identified. The human gene, 17-0 hydroxysteroid dehydrogenase type IV, codes for a protein known to degrade the two most potent estrogens, β-estradiol, and 5-diol (Adamski, J. et al. 1995 Biochem J. 311:437-443). Estrogen-related cancers (including, for example, breast and prostate cancers) account for some 40% of human cancers. Interestingly, reports in the literature suggest that chimpanzees are resistant to tumorigenesis, especially those that are estrogen-related. This protein may have been positively-selected in chimpanzees to allow more efficient degradation of estrogens, thus conferring upon chimpanzees resistance to such cancers. If so, the specific amino acid replacements observed in the chimpanzee protein may supply important information for therapeutic intervention in human cancers.
Example 9
cDNA Library Construction for Chimpanzee Brain Tissue
A chimpanzee brain cDNA library is constructed using chimpanzee brain tissue. The chimpanzee brain tissue can be obtained after natural death so that no killing of an animal is necessary for this study. In order to increase the chance of obtaining intact mRNAs expressed in brain, however, the brain is obtained as soon as possible after the animals death. Preferably, the weight and age of the animal are determined prior to death. The brain tissue used for constructing a cDNA library is preferably the whole brain in order to maximize the inclusion of mRNA expressed in the entire brain. Brain tissue is dissected from the animal following standard surgical procedures.
Total RNA is extracted from the brain tissue and the integrity and purity of the RNA are determined according to conventional molecular cloning methods. Poly A+ RNA is selected and used as template for the reverse-transcription of cDNA with oligo (dT) as a primer. The synthesized cDNA is treated and modified for cloning using commercially available kits. Recombinants are then packaged and propagated in a host cell line. Portions of the packaging mixes are amplified and the remainder retained prior to amplification. The library can be normalized and the numbers of independent recombinants in the library is determined.
Example 10
Sequence Comparison of Chimpanzee and Human Brain cDNA
Randomly selected chimpanzee brain cDNA clones from the cDNA library are sequenced using an automated sequencer, such as the ABI 377. Commonly used primers on the cloning vector such as the M13 Universal and Reverse primers are used to carry out the sequencing. For inserts that are not completely sequenced by end sequencing, dye-labeled terminators are used to fill in remaining gaps.
The resulting chimpanzee sequences are compared to human sequences via database searches, e.g., BLAST searches. The high scoring “hits,” i.e., sequences that show a significant (e.g., >80%) similarity after BLAST analysis, are retrieved and analyzed. The two homologous sequences are then aligned using the alignment program CLUSTAL V developed by Higgins et al. Any sequence divergence, including nucleotide substitution, insertion and deletion, can be detected and recorded by the alignment.
The detected sequence differences are initially checked for accuracy by finding the points where there are differences between the chimpanzee and human sequences; checking the sequence fluorogram (chromatogram) to determine if the bases that appear unique to human correspond to strong, clear signals specific for the called base; checking the human hits to see if there is more than one human sequence that corresponds to a sequence change; and other methods known in the art as needed. Multiple human sequence entries for the same gene that have the same nucleotide at a position where there is a different chimpanzee nucleotide provides independent support that the human sequence is accurate, and that the chimpanzee/human difference is real. Such changes are examined using public database information and the genetic code to determine whether these DNA sequence changes result in a change in the amino acid sequence of the encoded encoded protein. The sequences can also be examined by direct sequencing of the encoded protein.
Example 11
Molecular Evolution Analysis of Human Brain Sequences Relative to Other Primates
The chimpanzee and human sequences under comparison are subjected to K A /K S analysis. In this analysis, publicly available computer programs, such as Li 93 and INA, are used to determine the number of non-synonymous changes per site (K A ) divided by the number of synonymous changes per site (K S ) for each sequence under study as described above. This ratio, K A /Ks, has been shown to be a reflection of the degree to which adaptive evolution, i.e., positive selection, has been at work in the sequence under study. Typically, full-length coding regions have been used in these comparative analyses. However, partial segments of a coding region can also be used effectively. The higher the K A /K S ratio, the more likely that a sequence has undergone adaptive evolution. Statistical significance of K A /K S values is determined using established statistic methods and available programs such as the t-test. Those genes showing statistically high K A /K S ratios between chimpanzee and human genes are very likely to have undergone adaptive evolution.
To further lend support to the significance of a high K A /K S ratio, the sequence under study can be compared in other non-human primates, e.g., gorilla, orangutan, bonobo. These comparisons allow further discrimination as to whether the adaptive evolutionary changes are unique to the human lineage compared to other non-human primates. The sequences can also be examined by direct sequencing of the gene of interest from representatives of several diverse human populations to assess to what degree the sequence is conserved in the human species.
Example 12
Further Sequence Characterization of Selected Human Brain Sequences
Human brain nucleotide sequences containing evolutionarily significant changes are further characterized in terms of their molecular and genetic properties, as well as their biological functions. The identified coding sequences are used as probes to perform in situ mRNA hybridization that reveals the expression pattern of the gene, either or both in terms of what tissues and cell types in which the sequences are expressed, and when they are expressed during the course of development or during the cell cycle. Sequences that are expressed in brain may be better candidates as being associated with important human brain functions. Moreover, the putative gene with the identified sequences are subjected to homologue searching in order to determine what functional classes the sequences belong to.
Furthermore, for some proteins, the identified human sequence changes may be useful in estimating the functional consequence of the change. By using such criteria a database of candidate genes can be generated. Candidates are ranked as to the likelihood that the gene is responsible for the unique or enhanced abilities found in the human brain compared to chimpanzee or other non-human primates, such as high capacity information processing, storage and retrieval capabilities, language abilities, as well as others. In this way, this approach provides a new strategy by which such genes can be identified. Lastly, the database not only provides an ordered collection of candidate genes, it also provides the precise molecular sequence differences that exist between human and chimpanzee (and other non-human primates), and thus defines the changes that underlie the functional differences.
In some cases functional differences are evaluated in suitable model systems, including, but not limited to, in vitro analysis such as indicia of long term potentiation (LTP), and use of transgenic animals or other suitable model systems. These will be immediately apparent to those skilled in the art.
Example 13
Identification of Positive Selection in a Human Tyrosine Kinase Gene
Using the methods of the present invention, a human gene (GenBank Acc.# AB014541), expressed in brain has been identified, that has been positively-selected as compared to its gorilla homologue. This gene, which codes for a tyrosine kinase, is homologous to a well-characterized mouse gene (GenBank Acc.# AF011908) whose gene product, called AATYK, is known to trigger apoptosis (Gaozza, E. et al. 1997 Oncogene 15:3127-3135). The literature suggests that this protein controls apoptosis in the developing mouse brain (thus, in effect, “sculpting” the developing brain). The AATYK-induced apoptosis that occurs during brain development has been demonstrated to be necessary for normal brain development.
There is increasing evidence that inappropriate apoptosis contributes to the pathology of human neurodegenerative diseases, including retinal degeneration, Huntington's disease, Alzheimer's disease, Parkinson's disease and spinal muscular atrophy, an inherited childhood motoneuron disease. On the other hand in neural tumour cells, such as neuroblastoma and medulloblastoma cells, apoptotic pathways may be disabled and the cells become resistant to chemotherapeutic drugs that kill cancer cells by inducing apoptosis. A further understanding of apoptosis pathways and the function of apoptosis genes should lead to a better understanding of these conditions and permit the use of AATYKI in diagnosis of such conditions.
Positively-selected human and chimpanzee AATYK may constitute another adaptive change that has implications for disease progression. Upon resolution of the three-dimensional structure of human and chimpanzee AATYK, it may be possible to design drugs to modulate the function of AATYK in a desired manner without disrupting any of the normal functions of human AATTK.
It has been demonstrated that mouse AATYK is an active, non-receptor, cytosolic kinase which induces neuronal differentiation in human adrenergic neuroblastoma (NB):SH-SY5Y cells. AATYK also promotes differentiation induced by other agents, including all-trans retinoic acid (RA), 12-O-Tetradecanoyl phorbol 13-acetate (TPA) and IGF-I. Raghunath, et al., Brain Res Mol Brain Res . (2000) 77:151-62. In experiments with rats, it was found that the AATYK protein was expressed in virtually all regions of the adult rat brain in which neurons are present, including olfactory bulb, forebrain, cortex, midbrain, cerebellum and pons. Immunohistochemical labeling of adult brain sections sections showed the highest levels of AATYK expression in the cerebellum and olfactory bulb. Expression of AATYK was also up-regulated as a function of retinoic acid-induced neuronal differentiation of p19 embryonal carcinoma cells, supporting a role for this protein in mature neurons and neuronal differentiation. Baker, et al., Oncogene (2001) 20:1015-21.
Nicolini, et al., Anticancer Res (1998) 18:2477-81 showed that retinoic acid (RA) differentiated SH-SY5Y cells were a suitable and reliable model to test the neurotoxicity of chemotherapeutic drugs without the confusing effects of the neurotrophic factors commonly used to induce neuronal differentiation. The neurotoxic effect and the course of the changes is similar to that observed in clinical practice and in in vivo experimental models. Thus, the model is proposed as a screening method to test the neurotoxicity of chemotherapy drugs and the possible effect of neuroprotectant molecules and drugs. Similarly, AATYK differentiated SYSY-5Y cells could be used as a model for screening chemotherapeutic drugs and possible side effects of neuroprotectant molecules and drugs.
It has also been shown that AATYK mRNA is expressed in neurons throughout the adult mouse brain. AATYK possessed tyrosine kinase activity and was autophosphorylated when expressed in 293 cells. AATYK mRNA expression was rapidly induced in cultured mouse cerebellar granule cells during apoptosis induced by KCl. The number of apoptotic granule cells overexpressing wild-type AATYK protein was significantly greater than the number of apoptotic granule cells overexpressing a mutant AATYK that lacked tyrosine kinase activity. These findings suggest that through its tyrosine kinase activity, AATYK is also involved in the apoptosis of mature neurons. Tomomura, et al., Oncogene (2001) 20(9):1022-32.
The tyrosine kinase domain of AATYK protein is highly conserved between mouse, chimpanzee, and human (as are most tyrosine kinases). Interestingly, however, the region of the protein to which signaling proteins bind has been positively-selected in humans, but strongly conserved in both chimpanzees and mice. The region of the human protein to which signaling proteins bind has not only been positively-selected as a result of point nucleotide mutations, but additionally displays duplication of several src homology 2 homology 2 (SH2) binding domains that exist only as single copies in mouse and chimpanzee. This suggests that a different set of signaling proteins may bind to the human protein, which could then trigger different pathways for apoptosis in the developing human brain compared to those in mice and chimpanzees. Such a gene thus may contribute to unique or enhanced human cognitive abilities. Human AATYK has been mapped on 25.3 region of chromosome 17. Seki, et al., J Hum Genet (1999) 44:141-2.
Chimpanzee DNA was sequenced as part of a high-throughput sequencing project on a MegaBACE 1000 sequencer (AP Biotech). DNA sequences were used as query sequences in a BLAST search of the GenBank database. Two random chimpanzee sequences, termed stch856 and stch610, returned results for two genes in the non-redundant database of GenBank: NM 004920 (human apoptosis-associated tyrosine kinase, AATYK) and AB014541 (human KIAA641, identical nucleotide sequence to NM — 004920), shown in FIG. 14A , and also showed a high K A /K S ratio compared to these human sequences. Primers were designed for PCR and sequencing of AATYK. Sequence was obtained for the 3 prime end of this gene in chimp and gorilla. The 5 prime end of the gene was difficult to amplify, and no sequence was confirmed in human and gorilla. The human AATYK gene (SEQ ID NO:14) has a coding region of 3624 by (nucleotides 413-4036 of SEQ ID NO:14), and codes for a protein of 1207 amino acids (SEQ ID NO:16). 1809 by were sequenced in both chimp and gorilla. See FIGS. 15A and 15B . The partial sequences (SEQ ID NO:17 and SEQ ID NO:18) did not include the start or stop codons, although they were very close to the stop codon on the 3 prime end (21 codons away). These sequences correspond to nucleotides 2170-3976 or 2179-3988 of the corresponding human sequences taking into account the gaps described below.
There were also several pairs of amino acid insertions/deletions among chimp, human and gorilla in the coding region. The following sequences are in reading frame:
Chimp
GGTGAGGGCCCCGGCCCCGGGCCC
(SEQ ID NO: 19)
Human
2819
GGTGAGGGC::::::CCCGGGCCC
2836
(SEQ ID NO: 20)
Gorilla
GGCGAGGGC::::::CCCGGGCCC
(SEQ ID NO: 21)
Chimp
CTGGAGGCTGAGGCCGAGGCCGAG
(SEQ ID NO: 22)
Human
2912
CTCGAGGCT::::::GAGGCCGAG
2929
(SEQ ID NO: 23)
Gorilla
CTGGAGGCT::::::GAGGCCGAG
(SEQ ID NO: 24)
Chimp
CCCACGCCC::::::GCTCCCTTC
(SEQ ID NO: 25)
Human
3890
CCCACGCCCACGCCCGCTCCCTTC
3913
(SEQ ID NO: 26)
Gorilla
CCCACGCCC::::::GCTCCCTTC
(SEQ ID NO: 27)
Chimp
CCCACGTCCACGTCCCGCTTCTCC
(SEQ ID NO: 28)
Human
3938
CCCACGTCC::::::CGCTTCTCC
3955
(SEQ ID NO: 29)
Gorilla
CCCACGTCC::::::CGCTTCTCC
(SEQ ID NO: 30)
Each of these insertions/deletions affected two amino acids and did not change the reading frame of the sequence. Sliding window K A /K S for chimp to human, chimp to gorilla, and human to gorilla, excluding the insertion/deletion regions noted above, showed a high Ka/Ks ratio for some areas. See Table 9.
The highest Ka/Ks ratios are human to gorilla and chimp to gorilla, suggesting that both the human and chimp gene have undergone selection, and is consistent with the idea that the two species share some enhanced cognitive abilities relative to the other great apes (gorillas, for example). Such data bolsters the view that this gene may play a role with regard to enhanced cognitive functions. It should also be noted that in general, the human-containing pairwise comparisons are higher than the analogous chimp-containing comparisons.
TABLE 9
K A /K S ratios for various windows of AATYK on chimp, human, and gorilla
bp of NM 004920
AATYK
K A
K S
K A /K S
K A SE
K S SE
size bp
bp of partial CDS
t
(pub human AATYK)
chimp
gorilla
0.02287
0.03243
0.705211
0.00433
0.00832
1809
1-1809
1.019266
2180-3988
chimp
human
0.01538
0.01989
0.773253
0.00366
0.0062
1809
1-1809
0.626415
2180-3988
human
gorilla
0.02223
0.03204
0.69382
0.00429
0.00848
1809
1-1809
1.032263
2180-3988
ch1
hu1
0.03126
0.02009
1.555998
0.01834
0.02034
150
1-150
0.407851
2180-2329
ch2
hu2
0.03142
0.04043
0.777146
0.01844
0.02919
150
100-249
0.260958
2279-2428
ch3
hu3
0.02073
0.02036
1.018173
0.01481
0.02087
150
202-351
0.014458
2381-2530
ch4
hu4
0.02733
0.02833
0.964702
0.01753
0.02383
150
301-450
0.033803
2480-2629
ch5
hu5
0
0.05152
0
0
0.03802
150
400-549
1.355076
2579-2728
ch6
hu6
0.00836
0.03904
0.214139
0.00838
0.03964
150
502-651
0.75723
2681-2830
ch7
hu7
0.00888
0.05893
0.150687
0.0089
0.0439
150
601-750
1.11736
2780-2929
ch8
hu8
0.02223
0.03829
0.580569
0.01589
0.03886
150
700-849
0.382534
2879-3028
ch9
hu9
0.04264
0.03644
1.170143
0.02173
0.02628
150
799-948
0.181817
2978-3127
ch10
hu10
0.02186
0.01823
1.199122
0.01563
0.01851
150
901-1050
0.149837
3080-3229
ch11
hull
0.01087
0
#DIV/0!
0.01093
0
150
1000-1149
0.994511
3179-3328
ch12
hu12
0.01093
0
#DIV/0!
0.01099
0
150
1099-1248
0.99454
3278-3427
ch13
hu13
0.01031
0
#DIV/0!
0.01036
0
150
1201-1350
0.995174
3380-3529
ch14
hu14
0.01053
0
#DIV/0!
0.01058
0
150
1300-1449
0.995274
3479-3628
ch15
hu15
0.01835
0.02006
0.914756
0.01315
0.02057
150
1399-1548
0.070042
3578-3727
ch16
hu16
0
0.02027
0
0
0.02062
150
1501-1650
0.983026
3680-3829
ch17
hu17
0.00666
0
#DIV/0!
0.00667
0
210
1600-1809
0.998501
3779-3988
chA
huA
0.02366
0.02618
0.903743
0.00875
0.01251
501
1-501
0.165069
2180-2680
chB
huB
0.01159
0.03863
0.300026
0.00585
0.01811
501
400-900
1.420809
2579-3079
chC
huC
0.02212
0.0108
2.048148
0.00846
0.00768
501
799-1299
0.990721
2978-3478
chD
huD
0.00851
0.00734
1.159401
0.00458
0.00602
609
1201-1809
0.154676
3380-3988
chA
gorA
0.02082
0.04868
0.427691
0.00795
0.0191
501
1-501
1.346644
2180-2680
chB
gorB
0.01416
0.04039
0.350582
0.00639
0.0172
501
400-900
1.429535
2579-3079
chC
gorC
0.01737
0.00538
3.228625
0.00717
0.00542
501
799-1299
1.333991
2978-3478
chD
gorD
0.00644
0.00244
2.639344
0.00408
0.00346
609
1201-1809
0.747722
3380-3988
huA
gorA
0.02246
0.02759
0.814063
0.00829
0.01523
501
1-501
0.295847
2180-2680
huB
gorB
0.01418
0.06809
0.208254
0.0064
0.02388
501
400-900
2.180583
2579-3079
huC
gorC
0.01993
0.00541
3.683919
0.00762
0.00544
501
799-1299
1.550854
2978-3478
huD
gorD
0.00723
0.00488
1.481557
0.0042
0.0049
609
1201-1809
0.364133
3380-3988
Example 14
Positively Selected Human BRCA1 Gene
Comparative evolutionary analysis of the BRCA1 genes of several primate species has revealed that the human BRCA1 gene has been subjected to positive selection. Initially, 1141 codons of exon 11 of the human and chimpanzee BRCA1 genes (Hacia et al. (1998) Nature Genetics 18:155-158) were compared and a strikingly high K A /K S ratio, 3.6, was found when calculated by the method of Li (Li (1993) J. Mol. Eva. 36:96-99; Li et al. (1985) Mol. Biol. Eva. 2:150-174). In fact, statistically significant elevated ratios were obtained for this comparison regardless of the particular algorithm used (see Table 5A). Few genes (or portions of genes) have been documented to display ratios of this magnitude (Messier et al. (1997) Nature 385:151-154; Endo et al. (1996) Mol. Biol. Evol. 13:685-690; and Sharp (1997) Nature 385:111-112). We thus chose to sequence the complete protein-coding region (5589 bp) of the chimpanzee BRCA1 gene, in order to compare it to the full-length protein-coding sequence of the human gene. In many cases, even when positive selection can be shown to have operated on limited regions of a particular gene, K A /K S analysis of the full-length protein-coding sequence fails to reveal evidence of positive selection (Messier et al. (1997), supra). This is presumably because the signal of positive selection can be masked by noise when only small regions of a gene have been positively selected, unless selective pressures are especially strong. However, comparison of the full-length human and chimpanzee BRCA1 sequences still yielded K A /K S ratios in excess of one, by all algorithms we employed (Table 5A). This suggests that the selective pressure on BRCA1 was intense. A sliding-window K A /K S analysis was also performed, in which intervals of varying lengths (from 150 to 600 bp) were examined, in order to determine the pattern of selection within the human BRCA1 gene. This analysis suggests that positive selection seems to have been concentrated in exon 11.
TABLE 5A
Human-Chimpanzee K A /K S Comparisons
Method
K A /K S (exon 11)
K A /K S (full-length)
Li (1993) J. Mol. Evol. 36: 96;
3.6***
2.3*
Li et al. (1985) Mol. Biol. Evol.
2: 150
Ina Y. (1995) J. Mol. Evol.
3.3**
2.1*
40: 190
Kumar et al., MEGA: Mol.
2.2*
1.2
Evol. Gen. Anal. (PA St. Univ,
1993)
TABLE 5B
K A /K S for Exon 11 of BRCA1 from Additional Primates
Comparison
K A
K S
K A /K S
Human
Chimpanzee
0.010
0.003
3.6*
Gorilla
0.009
0.009
1.1
Orangutan
0.018
0.020
0.9
Chimpanzee
Gorilla
0.006
0.007
0.8
Orangutan
0.014
0.019
0.7
Gorilla
Orangutan
0.014
0.025
0.6
The Table 5B ratios were calculated according to Li (1993) J. Mol. Evol. 36:96; Li et al. (1985) Mol. Biol. Evol. 2:150. For all comparisons, statistical significance was calculated by t-tests, as suggested in Zhang et al. (1998) Proc. Natl. Acad. Sci. USA 95:3708. Statistically significant comparisons are indicated by one or more asterisks, with values as follows: *, P<0.05, **, P<0.01, ***, P<0.005. Exon sequences are from Hacia et al. (1998) Nature Genetics 18:155. GenBank accession numbers: human, NM — 000058.1, chimpanzee, AF019075, gorilla, AF019076, orangutan, AF019077, rhesus, AF019078.
The elevated K A /K S ratios revealed by pairwise comparisons of the human and chimpanzee BRCA1 sequences demonstrate the action of positive selection, but such comparisons alone do not reveal which of the two genes compared, the human or the chimpanzee, has been positively selected. However, if the primate BRCA1 sequences are considered in a proper phylogenetic framework, only those pairwise comparisons which include the human gene show ratios greater than one, indicating that only the human gene has been positively selected (Table 5B). To confirm that positive selection operated on exon 11 of BRCA1 exclusively within the human lineage, the statistical test of positive selection proposed by Zhang et al. (1998) Proc. Natl. Acad. Sci. USA 95:3708-3713, was used. This test is especially appropriate when the number of nucleotides is large, as in the present case (3423 bp). This procedure first determines nonsynonymous nucleotide substitutions per nonsynonymous site (b N ) and synonymous substitutions per synonymous site (b s ) for each individual branch of a phylogenetic tree (Zhang et al. (1998), supra), Positive selection is supported only on those branches for which b N b s can be shown to be statistically significant (Zhang et al. (1998), supra). For BRCA1, this is true for only one branch of the primate tree shown in FIG. 9 : the branch which leads from the human/chimpanzee common ancestor to modern humans, where b N /b S =3.6. Thus, we believe that in the case of the BRCA1 gene, positive selection operated directly and exclusively on the human lineage.
While it is formally possible that elevated K A /K S ratios might reflect some locus or chromosomal-specific anomaly (such as suppression of K S due, for example, to isochoric differences in GC content), rather than the effects of positive selection, this is unlikely in the present case, for several reasons. First, the estimated K S values for the hominoid BRCA1 genes, including human, were compared to those previously estimated for other well-studied hominoid loci, including lysozyme (Messier et al. (1997), supra) and ECP (Zhang et al. (1998), supra). There is no evidence for a statistically significant difference in these values. This argues against some unusual suppression of K S in human BRCA1. Second, examination of GC content (Sueoka, N. in Evolving Genes and Proteins (eds. Bryson, V. & Vogel, H. J.) 479-496 (Academic Press, NY, 1964)) and codon usage patterns (Sharp et al. (1988) Nucl. Acids Res. 16:8207-8211) of the primate BRCA1 genes shows no significant differences from average mammalian values.
This demonstration of strong positive selection on the human BRCA1 gene constitutes the first molecular support for a theory long advanced by anthropologists. Human infants require, and receive, prolonged periods of post-birth care—longer than in any of our close primate relatives. Short, R. V. (1976) Proc. R. Soc. Land. B 195:3-24, first postulated that human females can only furnish such extended care to human infants in the context of a long term pair bond with a male partner who provides assistance. The maintenance of long term pair bonds was strengthened by development of exaggerated (as compared to our close primate relatives) human secondary sex characteristics including enlarged female breasts (Short (1976), supra). Thus, strong selective pressures resulted in development of enlarged human breasts which develop prior to first pregnancy and lactation, contrary to the pattern seen in our hominoid relatives (Dixson, A. F. in Primate Sexuality: Comparative Studies of the Prosimians, Monkeys, Apes and Human Beings. 214 (Oxford Univ. Press, Oxford, 1998)).
Evidence suggests that in addition to its function as a tumor suppressor (Xu et al. (1999) Mol. Cell 3(3):389-395; Shen et al. (1998) Oncogene 17(24):3115-3124; Dennis, C. (1999) Nature Genetics 22:10; and Xu et al. (1999) Nature Genetics 22:37-43), the BRCA1 protein plays an important role in normal development of breast tissue (Dennis, C. (1999), supra; Xu et al. (1999) Nature Genetics 22:37-43; and Thompson et al. (1999) Nature Genetics 9:444-450), particularly attainment of typical mammary gland and duct size (Dennis, C. (1999), supra; and Xu et al. (1999) Nature Genetics 22:37-43). These facts suggest that positive selection on this gene in humans promoted expansion of the female human breast, and ultimately, helped promote long term care of dependent human infants. This long term dependency of human infants was essential for the development and transmission of complex human culture. Because positive selection seems to have been concentrated upon exon 11 of BRCA1, the prediction follows that the region of the BRCA1 protein encoded by exon 11 specifically plays a role in normal breast development. The data provided here suggests that strong selective pressures during human evolution led to amino acid replacements in B RCA 0.1 that promoted a unique pattern of breast development in human females, which facilitated the evolution of some human behaviors.
Example 15
Characterization of BRCA1 Polynucleotide and Polypeptide
Having identified evolutionarily significant nucleotide changes in the BRCA1 gene and corresponding amino acid changes in the BRCA1 protein, the next step is to test these molecules in a suitable model system to analyze the functional effect of the nucleotide and amino acid changes on the model. For example, the human BRCA1 polynucleotide can be transfected into a cultured host cell such as adipocytes to determine its effect on cell growth or replication.
Example 16
Identification of Positively-Selected CD59
Comparative evolutionary analysis of the CD59 genes of several primate species has revealed that the chimpanzee CD59 gene has been subjected to positive selection. CD59 protein is also known as protectin, 1F-5Ag, H19, HRF20, MACIF, MIRL, and P-18. CD59 is expressed on all peripheral blood leukocytes and erythrocytes (Meri et al. (1996) Biochem. J. 316:923-935). Its function is to restrict lysis of human cells by complement (Meri et al. (1996), supra). More specifically, CD59 acts as one of the inhibitors of membrane attack complexes (MACs). MACs are complexes of 20 some complement proteins that make hole-like lesions in cell membranes (Meri et al. (1996), supra). These MACs, in the absence of proper restrictive elements (i.e., CD59 and a few other proteins) would destroy host cells as well as invading pathogens. Essentially then, CD59 protects the cells of the body from the complement arm of its own defense systems (Meri et al. (1996), supra). The chimpanzee homolog of this protein was examined because the human homolog has been implicated in progression to AIDS in infected individuals. It has been shown that CD59 is one of the host cell derived proteins that is selectively taken up by HIV virions (Frank et al. (1996) AIDS 10:1611-1620). Additionally, it has been shown (Saifuddin et al. (1995) J. Exp. Med. 182:501-509) that HIV virions which have incorporated host cell CD59 are protected from the action of complement. Thus it appears that in humans, HIV uses CD59 to protect itself from attack by the victim=s immune system, and thus to further the course of infection.
To obtain primate CD59 cDNA sequences, total RNA was prepared (using either the RNeasy® kit (Qiagen), or the RNAse-free Rapid Total RNA kit (5 Prime-3 Prime, Inc.)) from primate tissues (whole fresh blood from chimpanzees, gorillas, and orangutans). mRNA was isolated from total RNA using the Mini-Oligo(dT) Cellulose Spin Columns (5 Prime-3 Prime, Inc.). cDNA was synthesized from mRNA with oligo dT and/or random priming using the SuperScript Preamplification System for First Strand cDNA Synthesis (Gibco BRL). The protein-coding region of the primate CD59 gene was amplified from cDNA using primers (concentration=100 nmole/μl) designed from the published human sequence. PCR conditions for CD59 amplification were 94EC initial pre-melt (4 min), followed by 35 cycles of 94EC (15 see), 58EC (1 min 15 see), 72EC (1 min 15 sec), and a final 72EC extension for 10 minutes. PCR was accomplished on a Perkin-Elmer GeneAmp7 PCR System 9700 thermocycler, using Ready-to-Go PCR beads (Amersham Pharmacia Biotech) in a 50 μl total reaction volume. Appropriately-sized products were purified from agarose gels using the QiaQuick Gel Extraction kit (Qiagen). Both strands of the amplification products were sequenced directly using the Big Dye Cycle Sequencing Kit and analyzed on a 373A DNA sequencer (ABI BioSystems).
As shown in Table 6, all comparisons to the chimpanzee CD59 sequence display K A /K S ratios greater than one, demonstrating that it is the chimpanzee CD59 gene that has been positively-selected.
TABLE 6
K A /K S Ratios for Selected Primate CD59 cDNA Sequences
Genes Compared
K A /K S Ratios
Chimpanzee to Human
1.8
Chimpanzee to Gorilla
1.5
Chimpanzee to Orangutan
2.3
Chimpanzee to Green Monkey
3.0
Example 17
Characterization of CD59 Positively-Selected Sequences
Proceeding on the hypothesis that strong selection pressure has resulted in adaptive changes in the chimpanzee CD59 molecule such that disease progression is retarded retarded because the virus is unable to usurp CD59=s protective role for itself, it then follows that comparisons of the CD59 gene of other closely-related non-human primates to the human gene should display K A /K S ratios less than one for those species that have not been confronted by the HIV-1 virus over evolutionary periods. Conversely, all comparisons to the chimpanzee gene should display K A /K S ratios greater than one. These two tests, taken together, will definitively establish whether the chimpanzee or human gene was positively selected. Although the gorilla ( Gorilla gorilla ) is the closest relative to humans and chimpanzees, its postulated historical range in Africa suggests that gorillas could have been at some time exposed to the HIV-1 virus. We thus examined the CD59 gene from both the gorilla and the orangutan ( Pongo pygmaeus ). The latter species, confined to Southeast Asia, is unlikely to have been exposed to HIV over an evolutionary time frame. The nucleotide sequences of the human and orangutan genes were determined by direct sequencing of cDNAs prepared from RNA previously isolated from whole fresh blood taken from these two species.
The next step is to determine how chimpanzee CD59 contributes to chimpanzee resistance to progression to full-blown AIDS using assays of HIV replication in cell culture. Human white blood cell lines, transfected with, and expressing, the chimpanzee CD59 protein, should display reduced rates of viral replication (using standard assays familiar to practitioners of the art) as compared to control lines of untransfected human cells. In contrast, chimpanzee white blood cell lines expressing human CD59 should display increased viral loads as compared to control, untransfected chimpanzee cell lines.
Example 18
Molecular Modeling of CD59
Modeling of the inferred chimpanzee protein sequence of CD59 upon the known three-dimensional structure of human (Merl et al. 1996 Biochem J. 316:923-935) has provided additional evidence for the role of this protein in explaining chimpanzee resistance to AIDS progression. It has been shown that in human CD59, residue Asn 77 is the link for the GPI anchor (Meri et al. (1996) Biochem J. 316:923-935), which is essential for function of the protein. The GPI anchor is responsible for anchoring the protein to the cell membrane (Meri et al. (1996), supra). Our sequencing of the chimpanzee CD59 gene reveals that the inferred protein structure of chimpanzee CD59 contains a duplication of the section of the protein that contains the GPI link, i.e., NEQLENGG (see Table 7 and FIG. 10 ).
TABLE 7
Comparison of Human and Chimpanzee CD59 Amino Acid Sequence
Human
SLQCYNCPNP TADCKTAVNC SSDFDACLIT KAGLQVYNYC
Chimpanzee
SLQCYNCPNP TADCKTAVNC SSDFDACLIT KAGLQVYNKC
Human
WK F EHCNF N D V TTRLRENEL TYYCCKKDLC NFNEQLENGG
Chimpanzee
WK L EHCNF K D L TTRLRENEL TYYCCKKDLC NFNEQLENGG
Human
-----------------TSLS EKTVLL L VTP FLAAAAWSLHP
Chimpanzee
NEQLENGGNE QLENGG TSLS EKTVLL R VTP FLAAAAWSLHP
Human
(SEQ ID NO: 12)
Chimpanzee
(SEQ ID NO: 13)
Italics/underline indicates variation in amino acids.
This suggests that while the basic function of CD59 is most likely conserved between chimpanzee and human, some changes have probably occurred in the orientation of the protein with respect to the cell membrane. This may render the chimpanzee protein unusable to the HIV virion when it is incorporated by the virion. Alternatively, the chimpanzee protein may not be subject to incorporation by the HIV virion, in contrast to the human CD59. Either of these (testable) alternatives would likely mean that in the chimpanzee, HIV virions are subject to attack by MAC complexes. This would thus reduce amounts of virus available to replicate, and thus contribute to chimpanzee resistance to progression to full-blown AIDS. Once these alternatives have been tested to determine which is correct, then the information can be used to design a therapeutic intervention for infected humans that mimics the chimpanzee resistance to progression to full-blown AIDS.
Example 19
Identification of Positively-Selected DC-SIGN
Comparative evolutionary analyses of DC-SIGN genes of human, chimpanzee and gorilla have revealed that the chimpanzee DC-SIGN gene has been subjected to positive selection. FIGS. 11-13 (SEQ. ID. NOS. 6-8) show the nucleotide sequences of human, chimpanzee and gorilla DC-SIGN genes, respectively. Table 8 provides the K A /K S values calculated by pairwise comparison of the human, chimpanzee and gorilla DC-SIGN genes. Note that only those comparisons with chimpanzee show K A /K S values greater than one, indicating that the chimpanzee gene has been positively selected.
TABLE 8
K A /K S Ratios for Selected Primate DC-SIGN cDNA Sequences
Genes Compared
K A /K S Ratios
Chimpanzee to Human
1.3
Human to Gorilla
0.87
Chimpanzee to Gorilla
1.3
As discussed herein, DC-SIGN is expressed on dendritic cells and is known to provide a mechanism for transport of HIV-1 virus to the lymph nodes. HIV-1 binds to the extracellular portion of DC-SIGN and infects the undifferentiated T cells in the lymph nodes via their CD4 proteins. This expansion in infection ultimately leads to compromise of the immune system and subsequently to full-blown AIDS. Interestingly, DC-SIGNS's major ligand appears to be ICAM-3. As described herein, chimpanzee ICAM-3 shows the highest K A /K S ratio of any known AIDS-related protein. It is not yet clear whether positive selection on chimpanzee ICAM-3 was a result of compensatory changes that allow ICAM-3 to retain its ability to bind to DC-SIGN.
Example 20
Detection of Positive Selection upon Chimpanzee p44
As is often true, whole protein comparisons for human and chimpanzee p44 display K A /K S ratios less than one. This is because the accumulated “noise” of silent substitutions in the full-length CDS can obscure the signal of positive selection if it has occurred in a small section of the protein. However, examination of exon 2 of the chimpanzee and human homologs reveals that this portion of the gene (and the polypeptide it codes for) has been positively selected. The K A /K S ratio for exon 2 is 1.5 (P<0.05). Use of this invention allowed identification of the specific region of the protein that has been positively selected.
Two alleles of p44 were detected in chimpanzees that differ by a single synonymous substitution (see FIG. 16 ). For human to chimpanzee, the whole protein K A /K S ratio for allele A is 0.42, while the ratio for allele B is 0.45.
In FIG. 16 , the CDS of human (Ace. NM — 006417) and chimpanzee (Ace. D90034) p44 gene are aligned, with the positively selected exon 2 underlined (note that exon 2 begins at the start of the CDS, as exon 1 is non-coding.). Human is labeled Hs ( Homo sapiens ), chimpanzee is labeled Pt ( Pan troglodytes ). Nonsynonymous differences between the two sequences are in bold, synonymous differences are in italics. Chimpanzee has a single heterozygous base (position 212), shown as “M”, using the IUPAC code to signify either adenine (“A”) or cytosine (“C”). Note that one of these (“C”) represents a nonsynonymous difference from human, while “A” is identical to the same position in the human homolog. Thus these two chimpanzee alleles differ slightly in their K A /K S ratios relative to human p44.
Example 21
Methods for Screening Agents that May be Useful in Treatment of HCV in Humans
Candidate agents can be screened in vitro for interaction with purified p44, especially exon 2. Candidate agents can be designed to interact with human p44 exon 2 so that human p44 can mimic the structure and/or function of chimpanzee p44. Human and chimpanzee p44 are known and can be synthesized using methods known in the art.
Molecular modeling of small molecules to dock with their targets, computer assisted new lead design, and computer assisted drug discovery are well known in the art and are described, e.g., in Cohen, N. C. (ed.) Guidebook on Molecular Modeling in Drug Design, Academic Press (1996). Additionally, there are numerous commercially available available molecular modeling software packages.
Affinity chromatography can be used to partition candidate agents that bind in vitro to human p44 (especially exon 2) from those that do not. It may also be useful to partition candidate agents that no only bind to human p44 exon 2, but also do not bind to chimpanzee p44 exon 2, so as to eliminate those agents that are not specific to the human p44 exon 2.
Optionally, x-ray crystallography structures of p44-agent complexes can be compared to x-ray structures of human p44 and chimpanzee p44 to determine if the human p44-agent complexes more closely resemble x-ray structures of chimpanzee p44 structures.
Further, candidate agents can be screened for favorable interactions with p44 during HCV infection of hepatocytes in vitro. Fournier et al. (1998) J. Gen. Virol. 79:2367 report that adult normal human hepatocytes in primary culture can be successfully infected with HCV and used as an in vitro HCV model (see also Rumin et al. (1999) J. Gen. Virology 80:3007). Favre et al. (2001) CR Acad. Sci. III 324(12):1141-8, report that a robust in vitro infection of hepatocytes with HCV is facilitated by removal of cell-bound lipoproteins prior to addition of viral inocula from human sera. Further, Kitamura et al. (1994) Eur. J. Biochem. 224:877-83, report that IFNα/β induces human p44 gene in hepatocytes in vitro. The p44 protein is produced in vivo in infected human livers (Patzwahl, R. et al. (2000) J. Virology 75(3):1332). While it is presently not clear if p44 is produced by human hepatocytes in vitro during HCV infection, if it is not, IFNα/β could be added to induce p44. This in vitro system could serve as a suitable model for screening candidate agents for their capacity to favorably interact with human p44 in HCV infected hepatocytes.
An assay for favorable interaction of candidate agents with p44 in in vitro cultured cells could be the enhancement of p44 assembly into microtubules in the cultured hepatocytes. Assembled chimpanzee p44 microtubular aggregates associated with NANB hepatitis infection in chimpanzees have been detected by antibodies described in Takahashi, K. et al. (1990) J. Gen. Virology 71(Pt9):2005-11. These antibodies may be useful in detecting human p44 microtubular aggregates. Alternatively, antibodies to human p44 can be made using methods known in the art.
A direct link between enhanced p44 microtubular assembly and increased resistance to HCV infection in chimpanzees or humans is not known at this time. However, the literature does indicate that increased p44 microtubular assembly is associated with HCV infection in chimpanzees, and chimpanzees are able to resist HCV infection. Specifically, Patzwahl, R. et al. (2000) J. Virology 75:1332-38, reports that p44 is a “component of the double-walled membranous tubules which appear as a distinctive alteration in the cytoplasm of hepatocytes after intravenous administration of human non-A, non-B (NANB) hepatitis inocula in chimpanzees.” Likewise, Takahashi, K. et al. (1990) J. Gen. Virology 71(Pt9):2005-11, report that p44 is expressed in NANB hepatitis infected chimpanzees and is a host (and not a viral) protein. Additionally, Patzwahl, R. et al. (2000), supra, report that p44 expression is increased in HCV infected human livers; it is not clear whether the human p44 assembles into microtubules. Finally, Kitamura, A. et al. (1994) Eur. J. Biochem. 224:877 suggest at page 882 that “p44 may function as a mediator of anti-viral activity of interferons against hepatitis C . . . infection, through association with the microtubule aggregates.”
A suitable control could be in vitro cultured chimpanzee hepatocytes that are infected with HCV, and which presumably would express p44 that assembles into microtubules and resist the HCV infection.
The foregoing in vitro model could serve to identify those candidate agents that interact with human p44 to produce a function (microtubule assembly or HCV resistance) that is characteristic of chimpanzee p44 during HCV infection. Candidate agents can also be screened in in vivo animal models for inhibition of HCV. Several in vivo human HCV models have been described in the literature. Mercer, D. et al. (2001) Nat. Med. 7(8):927-33, report that a suitable small animal model for human HCV is a SCID mouse carrying a plasminogen activator transgene (Alb-uPA) with transplanted normal human hepatocytes. The mice have chimeric human livers, and when HCV is administered via inoculation with infected human serum, serum viral titres increase. HCV viral proteins were localized were localized to the human hepatocyte nodules.
Galun, E. et al. (1995) describe a chimeric mouse model developed from BNX (beige/nude/X-linked immunodeficient) mice preconditioned by total body irradiation and reconstituted with SCID mouse bone marrow cells, into which were implanted HCV-infected liver fragments from human patients, or normal liver incubated with HCV serum.
LaBonte, P. et al. (2002) J. Med. Virol. 66(3):312-9, describe a mouse model developed by orthotopic implantation of human hepatocellular carcinoma cells (HCC) into athymic nude mice. The human tumors produce HCV RNA.
Any of the foregoing mouse models could be treated with IFN-α/β to induce p44 production (if necessary), and candidate agents could be added to detect any inhibition in HCV infection by, e.g., reduction in serum viral titer.
As a control, chimpanzee liver hepatocytes can be implanted into SCID or another suitable mouse to create a chimeric liver, and infected with HCV. Presumably, the chimp livers in the control mouse model would express p44 and be more resistant to HCV infection.
The experimental mice with the human hepatocytes are administered candidate agents and the course of the HCV infection (e.g., viral titres) is then monitored in the control and experimental models. Those agents that improve resistance in the experimental mice to the point where the human p44 function approaches (or perhaps exceeds) the chimpanzee p44 function in the control mouse model, are agents that may be suitable for human clinical trials.
Although the foregoing invention has been described in some detail by way of illustration and example for purposes of clarity and understanding, it will be apparent to those of ordinary skill in the art that certain changes and modifications can be practiced. Therefore, the description and examples should not be construed as limiting the scope of the invention, which is delineated by the appended claims.
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