(en)Provided are isolated polypeptides comprising the amino acid sequence at least 80% homologous to SEQ ID NO:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764-771 or 772 with the proviso that the amino acid sequence is not as set forth by SEQ ID NO: 765 or 771, isolated polynucleotides comprising the nucleic acid sequence at least 80% identical to SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741 and 755-763 with the proviso that the nucleic acid sequence is not as set forth by SEQ ID NO:756 or 762, and isolated polynucleotides selected from the group consisting of SEQ ID NOs:779-792 and methods of using same for increasing oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant.

1.ApplicationNumber: US-99290209-A
1.PublishNumber: US-8847008-B2
2.Date Publish: 20140930
3.Inventor: EMMANUEL EYAL
DIBER ALEX
GOLD EVGENIA
NEVO INBAR
VINOCUR BASIA JUDITH
AYAL SHARON
RONEN GIL
HERSCHKOVITZ YOAV
GANG MICHAEL
DIMET DOTAN
IDAN ANAT

4.Inventor Harmonized: EMMANUEL EYAL(IL)
DIBER ALEX(IL)
GOLD EVGENIA(IL)
NEVO INBAR(IL)
VINOCUR BASIA JUDITH(IL)
AYAL SHARON(IL)
RONEN GIL(IL)
HERSCHKOVITZ YOAV(IL)
GANG MICHAEL(IL)
DIMET DOTAN(IL)
IDAN ANAT(IL)

5.Country: US
6.Claims:
(en)Provided are isolated polypeptides comprising the amino acid sequence at least 80% homologous to SEQ ID NO:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764-771 or 772 with the proviso that the amino acid sequence is not as set forth by SEQ ID NO: 765 or 771, isolated polynucleotides comprising the nucleic acid sequence at least 80% identical to SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741 and 755-763 with the proviso that the nucleic acid sequence is not as set forth by SEQ ID NO:756 or 762, and isolated polynucleotides selected from the group consisting of SEQ ID NOs:779-792 and methods of using same for increasing oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant.

7.Description:
(en)RELATED APPLICATIONS
This Application is a National Phase of PCT Patent Application No. PCT/IL2009/000508 having International filing date of May 21, 2009, which claims the benefit of U.S. Provisional Patent Application Nos. 61/071,885 filed on May 22, 2008 and 61/129,296 filed on Jun. 17, 2008. The contents of the above Applications are all incorporated herein by reference.


FIELD AND BACKGROUND OF THE INVENTION
The present invention, in some embodiments thereof, relates to polypeptides, polynucleotides encoding same, transgenic plants expressing same and methods of producing and using same, and, more particularly, but not exclusively, to methods of increasing plant yield, oil yield, seed yield, biomass, growth rate, vigor, oil content, abiotic stress tolerance and/or nitrogen use efficiency.
Abiotic stress conditions such as salinity, drought, flood, suboptimal temperature and toxic chemical pollution, cause substantial damage to agricultural plants. Most plants have evolved strategies to protect themselves against these conditions. However, if the severity and duration of the stress conditions are too great, the effects on plant development, growth and yield of most crop plants are profound. Furthermore, most of the crop plants are highly susceptible to abiotic stress (ABS) and thus necessitate optimal growth conditions for commercial crop yields. Continuous exposure to stress causes major alterations in the plant metabolism which ultimately leads to cell death and consequently yield losses.
The global shortage of water supply is one of the most severe agricultural problems affecting plant growth and crop yield and efforts are made to mitigate the harmful effects of desertification and salinization of the world's arable land. Thus, Agbiotech companies attempt to create new crop varieties which are tolerant to different abiotic stresses focusing mainly in developing new varieties that can tolerate water shortage for longer periods.
Suboptimal nutrient (macro and micro nutrient) affect plant growth and development through the whole plant life cycle. One of the essential macronutrients for the plant is Nitrogen. Nitrogen is responsible for biosynthesis of amino acids and nucleic acids, prosthetic groups, plant hormones, plant chemical defenses, and the like. Nitrogen is often the rate-limiting element in plant growth and all field crops have a fundamental dependence on inorganic nitrogenous fertilizer. Since fertilizer is rapidly depleted from most soil types, it must be supplied to growing crops two or three times during the growing season. Additional important macronutrients are Phosphorous (P) and Potassium (K), which have a direct correlation to yield and general plant tolerance.
Vegetable or seed oils are the major source of energy and nutrition in human and animal diet. They are also used for the production of industrial products, such as paints, inks and lubricants. In addition, plant oils represent renewable sources of long-chain hydrocarbons which can be used as fuel. Since the currently used fossil fuels are finite resources and are gradually being depleted, fast growing biomass crops may be used as alternative fuels or for energy feedstocks and may reduce the dependence on fossil energy supplies. However, the major bottleneck for increasing consumption of plant oils as bio-fuel is the oil price, which is still higher than fossil fuel [eia (dot) doe (dot) gov/oiaf/analysispaper/biodiesel/; njbiz (dot)com/weekly_article.asp?aID=19755147 (dot) 6122555 (dot) 957931 (dot) 7393254 (dot) 4337383 (dot) 561&aID2=73678]. In addition, the production rate of plant oil is limited by the availability of agricultural land and water. Thus, increasing plant oil yields from the same growing area can effectively overcome the shortage in production space and can decrease vegetable oil prices at the same time.
Studies aiming at increasing plant oil yields focus on the identification of genes involved in oil metabolism as well as in genes capable of increasing plant and seed yields in transgenic plants.
Genes known to be involved in increasing plant oil yields include those participating in fatty acid synthesis or sequestering such as desaturase [e.g., DELTA6, DELTA12 or acyl-ACP (Ssi2; Arabidopsis Information Resource (TAIR; arabidopsis (dot) org/), TAIR No. AT2G43710)], OleosinA (TAIR No. AT3G01570) or FAD3 (TAIR No. AT2G29980), and various transcription factors and activators such as Lec1 [TAIR No. AT1G21970, Lotan et al. 1998 . Cell. 26; 93(7):1195-205], Lec2 [TAIR No. AT1G28300, Santos Mendoza et al. 2005 , FEBS Lett. 579(20:4666-70], Fus3 (TAIR No. AT3G26790), ABI3 [TAIR No. AT3G24650, Lara et al. 2003. J Biol Chem. 278(23): 21003-11] and Wri1 [TAIR No. AT3G54320, Cernac and Benning, 2004. Plant J. 40(4): 575-85].
Zabrouskov V., et al., 2002 (Physiol Plant. 116:172-185) describe an increase in the total lipid fraction by upregulation of endoplasmic reticulum (FAD3) and plastidal (FAD7) fatty acid desaturases in potato.
Wang H W et al., 2007 (Plant J. 52:716-29. Epub 2007 Sep. 18) describe an increase in the content of total fatty acids and lipids in plant seeds by over-expressing the GmDof4 and GmDof11 transcription factors.
Vigeolas H, et al. [Plant Biotechnol J. 2007, 5(3):431-41] and U.S. Pat. Appl. No. 20060168684 discloses an increase in seed oil content in oil-seed rape ( Brassica napus L.) by over-expression of a yeast glycerol-3-phosphate dehydrogenase under the control of a seed-specific promoter.
Katavic V, et al., 2000 (Biochem Soc Trans. 28:935-7) describe the use of the Arabidopsis FAE1 and yeast SLC1-1 genes for improvements in erucic acid and oil content in rapeseed.
U.S. Pat. Appl. No. 20080076179 discloses an isolated moss nucleic acid encoding a lipid metabolism protein (LMP) and transgenic plants expressing same with increased lipid levels.
U.S. Pat. Appl. No. 20060206961 discloses a method of increasing oil content in plants (e.g., in plant seeds), by expressing in the plant the Ypr140w polypeptide.
U.S. Pat. Appl. No. 20060174373 discloses a method of increasing oil content in plants by expressing a nucleic acid encoding a triacylglycerols (TAG) synthesis enhancing protein (TEP) in the plant.
U.S. Pat. Appl. Nos. 20070169219, 20070006345, 20070006346 and 20060195943, disclose transgenic plants with improved nitrogen use efficiency which can be used for the conversion into fuel or chemical feedstocks.
WO2004/104162 teaches polynucleotide sequences and methods of utilizing same for increasing the tolerance of a plant to abiotic stresses and/or increasing the biomass of a plant.
WO2007/020638 teaches polynucleotide sequences and methods of utilizing same for increasing the tolerance of a plant to abiotic stresses and/or increasing the biomass, vigor and/or yield of a plant.
WO2008/122890 teaches polynucleotide sequences and methods of utilizing same for increasing oil content, growth rate, biomass, yield and/or vigor of a plant.
SUMMARY OF THE INVENTION
According to an aspect of some embodiments of the present invention there is provided a method of increasing oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant, comprising expressing within the plant an exogenous polynucleotide comprising a nucleic acid sequence at least 80% identical to SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741 and 755-763 with the proviso that the nucleic acid sequence is not as set forth by SEQ ID NO:756 or 762, thereby increasing the oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of the plant.
According to an aspect of some embodiments of the present invention there is provided a method of increasing oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant, comprising expressing within the plant an exogenous polynucleotide comprising the nucleic acid sequence selected from the group consisting of SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741, 755, 757-761 and 763, thereby increasing the oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of the plant.
According to an aspect of some embodiments of the present invention there is provided a method of increasing oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant, comprising transforming the plant with an exogenous polynucleotide capable of downregulating the expression level of a nucleic acid sequence at least 80% identical to SEQ ID NO:17 or 673, thereby increasing the oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of the plant.
According to an aspect of some embodiments of the present invention there is provided a method of increasing oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant, comprising transforming the plant with an exogenous polynucleotide capable of downregulating the expression level of the nucleic acid sequence set forth in SEQ ID NO:17 or 673, thereby increasing the oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of the plant.
According to an aspect of some embodiments of the present invention there is provided a method of producing oil, comprising: (a) providing the plant according to the method of the invention; and (b) extracting the oil from the plant; thereby producing the oil.
According to an aspect of some embodiments of the present invention there is provided an isolated polynucleotide comprising a nucleic acid sequence at least 80% identical to SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741 and 755-763 with the proviso that the nucleic acid sequence is not as set forth by SEQ ID NO:756 or 762.
According to an aspect of some embodiments of the present invention there is provided an isolated polynucleotide comprising the nucleic acid sequence selected from the group consisting of SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741, 755, 757-761 and 763.
According to an aspect of some embodiments of the present invention there is provided an isolated polynucleotide comprising a nucleic acid sequence capable of downregulating the expression level of a nucleic acid sequence at least 80% identical to SEQ ID NO:17 or 673.
According to an aspect of some embodiments of the present invention there is provided an isolated polynucleotide comprising a nucleic acid sequence capable of downregulating the expression level of the nucleic acid sequence set forth in SEQ ID NO:17 or 673.
According to an aspect of some embodiments of the present invention there is provided an isolated polynucleotide comprising a nucleic acid sequence encoding a polypeptide which comprises an amino acid sequence at least 80% homologous to the amino acid sequence set forth in SEQ ID NOs:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754 and 764-772 with the proviso that the amino acid sequence is not as set forth by SEQ ID NO: 765 or 771.
According to an aspect of some embodiments of the present invention there is provided an isolated polynucleotide comprising a nucleic acid sequence encoding a polypeptide which comprises the amino acid sequence selected from the group consisting of SEQ ID NOs: 68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764, 766-770 and 772.
According to an aspect of some embodiments of the present invention there is provided an isolated polynucleotide comprising a nucleic acid sequence capable of downregulating the expression level or activity of a polypeptide at least 80% homologous to the polypeptide set forth by SEQ ID NO:67.
According to an aspect of some embodiments of the present invention there is provided an isolated polynucleotide comprising a nucleic acid sequence capable of downregulating the expression level or activity of the polypeptide set forth by SEQ ID NO:67.
According to an aspect of some embodiments of the present invention there is provided a nucleic acid construct comprising the isolated polynucleotide of the invention, and a promoter for directing transcription of the nucleic acid sequence in a host cell.
According to an aspect of some embodiments of the present invention there is provided an isolated polypeptide comprising an amino acid sequence at least 80% homologous to SEQ ID NO:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764-771 or 772 with the proviso that the amino acid sequence is not as set forth by SEQ ID NO:765 or 771.
According to an aspect of some embodiments of the present invention there is provided an isolated polypeptide comprising the amino acid sequence selected from the group consisting of SEQ ID NOs: 68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764, 766-770 and 772.
According to an aspect of some embodiments of the present invention there is provided a nucleic acid construct comprising a nucleic acid sequence selected from the group consisting of SEQ ID NOs:779-792 and a heterologous polynucleotide sequence, wherein the nucleic acid sequence is capable of regulating expression of the heterologous polynucleotide in a host cell.
According to some embodiments of the invention, the heterologous polynucleotide is a reporter gene.
According to some embodiments of the invention, regulating the expression of the heterologous polynucleotide is in a tissue specific manner.
According to some embodiments of the invention, regulating the expression of the heterologous polynucleotide is in a developmental stage—specific manner.
According to some embodiments of the invention, the heterologous polynucleotide comprises a nucleic acid sequence at least 80% identical to the nucleic acid sequence selected from the group consisting of SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741 and 755-763 with the proviso that the nucleic acid sequence is not as set forth by SEQ ID NO:756 or 762.
According to some embodiments of the invention, the heterologous polynucleotide encodes an amino acid sequence at least at least 80% homologous to SEQ ID NOs:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754 and 764-772 with the proviso that the amino acid sequence is not as set forth by SEQ ID NO: 765 or 771.
According to an aspect of some embodiments of the present invention there is provided a method of increasing oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant comprising expressing within the plant the nucleic acid construct of claim 17 , wherein the heterologous polynucleotide comprises a nucleic acid sequence at least 80% identical to SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741 and 755-763 with the proviso that the nucleic acid sequence is not as set forth by SEQ ID NO:756 or 762, thereby increasing the oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of the plant.
According to an aspect of some embodiments of the present invention there is provided a method of increasing oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant comprising expressing within the plant the nucleic acid construct of claim 17 , wherein the heterologous polynucleotide encodes an amino acid sequence at least at least 80% homologous to SEQ ID NOs:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754 and 764-772 with the proviso that the amino acid sequence is not as set forth by SEQ ID NO: 765 or 771, thereby increasing the oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of the plant.
According to an aspect of some embodiments of the present invention there is provided a plant cell exogenously expressing the polynucleotide of the invention, or the nucleic acid construct of the invention.
According to an aspect of some embodiments of the present invention there is provided a plant cell exogenously expressing the polypeptide of the invention.
According to some embodiments of the invention, the nucleic acid sequence is as set forth in SEQ ID NO:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741, 755, 757-761 or 763.
According to some embodiments of the invention, the polynucleotide consists of the nucleic acid sequence selected from the group consisting of SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741, 755, 757-761 and 763.
According to some embodiments of the invention, the nucleic acid sequence encodes an amino acid sequence at least 80% homologous to SEQ ID NO:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764-771 or 772 with the proviso that the amino acid sequence is not as set forth by SEQ ID NO: 765 or 771.
According to some embodiments of the invention, the nucleic acid sequence encodes the amino acid sequence selected from the group consisting of SEQ ID NOs: 68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764, 766-770 and 772.
According to some embodiments of the invention, the plant cell forms part of a plant.
According to some embodiments of the invention, the method further comprising growing the plant expressing the exogenous polynucleotide under the abiotic stress.
According to some embodiments of the invention, the abiotic stress is selected from the group consisting of salinity, drought, water deprivation, low temperature, high temperature, heavy metal toxicity, anaerobiosis, nutrient deficiency, nutrient excess, atmospheric pollution and UV irradiation.
According to some embodiments of the invention, the polynucleotide is a co-suppression polynucleotide, an antisense polynucleotide, an RNA-interference polynucleotide or a Ribozyme polynucleotide.



BRIEF DESCRIPTION OF THE DRAWINGS
Some embodiments of the invention are herein described, by way of example only, with reference to the accompanying drawings. With specific reference now to the drawings in detail, it is stressed that the particulars shown are by way of example and for purposes of illustrative discussion of embodiments of the invention. In this regard, the description taken with the drawings makes apparent to those skilled in the art how embodiments of the invention may be practiced.
In the drawings:
FIGS. 1A-D are digital images of leaves depicting leaves parameters. FIG. 1 A—leaf length (the leaf length is represented by the arrow); FIG. 1 B—laminar length (the laminar length is represented by the arrow); FIG. 1 C—laminar area (the laminar area is represented by the white ellipse); FIG. 1 D—laminar width (the laminar width is represented by the arrow). Blade circularity was calculated as laminar width divided by laminar length.
FIGS. 2A-B are images depicting visualization of root development of plants grown in transparent agar plates. The different transgenes were grown in transparent agar plates for 17 days and the plates were photographed every 2 days starting at day 7. FIG. 2 A—An image of a photograph of plants taken following 12 days on agar plates. FIG. 2 B—An image of root analysis in which the length of the root measured is represented by a red arrow.
FIG. 3 is a schematic illustration of the pGI binary plasmid used for expressing the isolated polynucleotide sequences of the invention. RB—T-DNA right border; LB—T-DNA left border; H—HindIII restriction enzyme; X—XbaI restriction enzyme; B—BamHI restriction enzyme; S—Sail restriction enzyme; Sm—SmaI restriction enzyme; R-I—EcoRI restriction enzyme; Sc—SacI/SstI/Ecl136II; (numbers)—Length in base-pairs; NOS pro=nopaline synthase promoter; NPT-II=neomycin phosphotransferase gene; NOS ter=nopaline synthase terminator; Poly-A signal (polyadenylation signal); GUSintron—the GUS reporter gene (coding sequence and intron). The isolated polynucleotide sequences of some embodiments of the invention were cloned into the vector while replacing the GUSintron reporter gene.



DESCRIPTION OF SPECIFIC EMBODIMENTS OF THE INVENTION
The present invention, in some embodiments thereof, relates to isolated polypeptides and polynucleotides encoding same, and more particularly, but not exclusively, to methods of using same for increasing oil content, growth rate, yield, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant.
Before explaining at least one embodiment of the invention in detail, it is to be understood that the invention is not necessarily limited in its application to the details set forth in the following description or exemplified by the Examples. The invention is capable of other embodiments or of being practiced or carried out in various ways.
While reducing the present invention to practice, the present inventors have identified novel polypeptides and polynucleotides which can be used to increase yield, growth rate, biomass, oil content, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant.
Thus, as shown in the Examples section which follows, the present inventors have utilized bioinformatics tools to identify polynucleotides which enhance yield (e.g., seed yield, oil yield and oil content), growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant. Genes which affect the trait-of-interest were identified based on expression profiles of genes of several Arabidopsis ecotypes and tissues, homology with genes known to affect the trait-of-interest and using digital expression profile in specific tissues and conditions (Tables 1, 3, 4, 5, 6, 7, 8, 9, 10 and 11, Examples 1 and 3). Homologous polypeptides and polynucleotides having the same function were also identified (Table 2, Example 2). Transgenic plants over-expressing the identified polynucleotides exhibit increased seed yield (e.g., weight of 1000 seeds), oil yield (e.g., oil percentage in seed), biomass (e.g., dry matter), harvest index, growth rate, rosette area, abiotic stress tolerance (e.g., to drought conditions) and nitrogen use efficiency (Tables 22, 23, 24, 25, 26 and 27; Examples 5 and 7; Tables 28-30, Example 8). In addition, the present inventors have uncovered that polynucleotides which reduce the expression level and/or activity of certain gene products (e.g., the BDL127 gene; SEQ ID NO:17 or 673) can increase yield (e.g., seed yield), biomass and/or growth rate in plants (Tables 31-36; Example 9). As is further shown in the Examples section which follows, the present inventors have uncovered novel promoter sequences which can be used to express the gene-of-interest in a tissue specific and/or developmental stage-specific manner (Tables 16, 17, 18, 19, 20 and 21, Example 6). Altogether, these results suggest the use of the polynucleotides or polypeptides of the invention for increasing yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant
Thus, according to an aspect of some embodiments of the invention, there is provided method of increasing oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant, comprising expressing within the plant an exogenous polynucleotide comprising a nucleic acid sequence at least 80% identical to SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741 and 755-763 with the proviso that the nucleic acid sequence is not as set forth by SEQ ID NO:756 or 762, thereby increasing the oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of the plant.
The phrase “oil content” as used herein refers to the amount of lipids in a given plant organ, either the seeds (seed oil content) or the vegetative portion of the plant (vegetative oil content) and is typically expressed as percentage of dry weight (10% humidity of seeds) or wet weight (for vegetative portion).
It should be noted that oil content is affected by intrinsic oil production of a tissue (e.g., seed, vegetative portion), as well as the mass or size of the oil-producing tissue per plant or per growth period.
In one embodiment, increase in oil content of the plant can be achieved by increasing the size/mass of a plant's tissue(s) which comprise oil per growth period. Thus, increased oil content of a plant can be achieved by increasing the yield, growth rate, biomass and vigor of the plant.
As used herein the phrase “plant yield” refers to the amount (as determined by weight or size) or quantity (numbers) of tissue produced per plant or per growing season. Hence increased yield could affect the economic benefit one can obtain from the plant in a certain growing area and/or growing time.
It should be noted that a plant yield can be affected by various parameters including, but not limited to, plant biomass; plant vigor; growth rate; seed yield; oil yield; content of oil, starch and/or protein in harvested organs (e.g., seeds or vegetative parts of the plant); number of flowers (florets) per panicle (expressed as a ratio of number of filled seeds over number of primary panicles); harvest index; number of plants grown per area; number and size of harvested organs per plant and per area; number of plants per growing area (density); number of harvested organs in field; total leaf area; carbon assimilation and carbon partitioning (the distribution/allocation of carbon within the plant); resistance to shade; number of harvestable organs (e.g. seeds), seeds per pod, weight per seed; and modified architecture [such as increase stalk diameter, thickness or improvement of physical properties (e.g. elasticity)].
As used herein the phrase “plant biomass” refers to the amount (measured in grams of air-dry tissue) of a tissue produced from the plant in a growing season, which could also determine or affect the plant yield or the yield per growing area. An increase in plant biomass can be in the whole plant or in parts thereof such as aboveground (harvestable) parts, vegetative biomass, roots and seeds.
As used herein the phrase “growth rate” refers to the increase in plant organ size per time (can be measured in cm 2 per day).
As used herein the phrase “plant vigor” refers to the amount (measured by weight) of tissue produced by the plant in a given time. Hence increased vigor could determine or affect the plant yield or the yield per growing time or growing area. In addition, early vigor (seed and/or seedling) result with improved field stand.
As used herein the phrase “seed yield” refers to the number or weight of the seeds per plant, seeds per pod, or per growing area or to the weight of a single seed, or to the oil extracted per seed. Hence seed yield can be affected by seed dimensions (e.g., length, width, perimeter, area and/or volume), number of (filled) seeds and seed filling rate and by seed oil content. Hence increase seed yield per plant could affect the economic benefit one can obtain from the plant in a certain growing area and/or growing time; and increase seed yield per growing area could be achieved by increasing seed yield per plant, and/or by increasing number of plants grown on the same given area.
The term “seed” (also referred to as “grain” or “kernel”) as used herein refers to a small embryonic plant enclosed in a covering called the seed coat (usually with some stored food), the product of the ripened ovule of gymnosperm and angiosperm plants which occurs after fertilization and some growth within the mother plant.
It should be noted that a plant yield can be determined under stress (e.g., abiotic stress, nitrogen-limiting conditions) or non-stress (normal) conditions.
As used herein, the phrase “non-stress conditions” refers to the growth conditions (e.g., water, temperature, light-dark cycles, humidity, salt concentration, fertilizer concentration in soil, nutrient supply such as nitrogen, phosphorous and/or potassium), which enable normal metabolism, growth, reproduction and/or viability of a plant at any stage in its life cycle (from seed to mature plant and back to seed again). It should be noted that while the non-stress conditions may include some mild variations from the optimal conditions (which vary from one type/species of a plant to another), such variations do not cause the plant to cease growing without the capacity to resume growth.
The phrase “abiotic stress” as used herein refers to any adverse effect on metabolism, growth, reproduction and/or viability of a plant. Accordingly, abiotic stress can be induced by suboptimal environmental growth conditions such as, for example, salinity, water deprivation, flooding, freezing, low or high temperature, heavy metal toxicity, anaerobiosis, nutrient deficiency, atmospheric pollution or UV irradiation. The implications of abiotic stress are discussed in the Background section.
The phrase “abiotic stress tolerance” as used herein refers to the ability of a plant to endure an abiotic stress without suffering a substantial alteration in metabolism, growth, productivity and/or viability.
As used herein the phrase “nitrogen use efficiency (NUE)” refers to the metabolic process(es) which lead to an increase in the plant's yield, biomass, vigor, growth rate and abiotic stress tolerance per nitrogen unit applied. The metabolic process can be the uptake, spread, absorbent, accumulation, relocation (within the plant) and use of nitrogen absorbed by the plant.
As used herein the phrase “nitrogen-limiting conditions” refers to growth conditions which include a level (e.g., concentration) of nitrogen (e.g., ammonium or nitrate) applied which is below the level needed for normal plant metabolism, growth, reproduction and/or viability.
As used herein the term “increasing” refers to at least about 2%, at least about 3%, at least about 4%, at least about 5%, at least about 10%, at least about 15%, at least about 20%, at least about 30%, at least about 40%, at least about 50%, at least about 60%, at least about 70%, at least about 80%, increase in oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant as compared to a native plant [i.e., a plant not modified with the biomolecules (polynucleotide or polypeptides) of the invention, e.g., a non-transformed plant of the same species which is grown under the same growth conditions).
As used herein, the phrase “exogenous polynucleotide” refers to a heterologous nucleic acid sequence which may not be naturally expressed within the plant or which overexpression in the plant is desired. The exogenous polynucleotide may be introduced into the plant in a stable or transient manner, so as to produce a ribonucleic acid (RNA) molecule and/or a polypeptide molecule. It should be noted that the exogenous polynucleotide may comprise a nucleic acid sequence which is identical or partially homologous to an endogenous nucleic acid sequence of the plant.
According to some embodiments of the invention the exogenous polynucleotide comprises a nucleic acid sequence which is at least about 80%, at least about 81%, at least about 82%, at least about 83%, at least about 84%, at least about 85%, at least about 86%, at least about 87%, at least about 88%, at least about 89%, at least about 90%, at least about 91%, at least about 92%, at least about 93%, at least about 93%, at least about 94%, at least about 95%, at least about 96%, at least about 97%, at least about 98%, at least about 99%, e.g., 100% identical to the nucleic acid sequence selected from the group consisting of SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741 and 755-763 with the proviso that the nucleic acid sequence is not as set forth by SEQ ID NO:756 or 762.
Identity (e.g., percent homology) can be determined using any homology comparison software, including for example, the BlastN software of the National Center of Biotechnology Information (NCBI) such as by using default parameters.
According to some embodiments of the invention the exogenous polynucleotide is at least about 80%, at least about 81%, at least about 82%, at least about 83%, at least about 84%, at least about 85%, at least about 86%, at least about 87%, at least about 88%, at least about 89%, at least about 90%, at least about 91%, at least about 92%, at least about 93%, at least about 93%, at least about 94%, at least about 95%, at least about 96%, at least about 97%, at least about 98%, at least about 99%, e.g., 100% identical to the polynucleotide selected from the group consisting of SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741 and 755-763 with the proviso that the exogenous polynucleotide is not as set forth by SEQ ID NO:756 or 762.
According to some embodiments of the invention the exogenous polynucleotide is set forth by SEQ ID NO:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741, 755, 757-761 or 763.
In exemplary embodiments the exogenous polynucleotide is not the polynucleotide set forth by SEQ ID NO:807 or 808.
As used herein the term “polynucleotide” refers to a single or double stranded nucleic acid sequence which is isolated and provided in the form of an RNA sequence, a complementary polynucleotide sequence (cDNA), a genomic polynucleotide sequence and/or a composite polynucleotide sequences (e.g., a combination of the above).
The term “isolated” refers to at least partially separated from the natural environment e.g., from a plant cell.
As used herein the phrase “complementary polynucleotide sequence” refers to a sequence, which results from reverse transcription of messenger RNA using a reverse transcriptase or any other RNA dependent DNA polymerase. Such a sequence can be subsequently amplified in vivo or in vitro using a DNA dependent DNA polymerase.
As used herein the phrase “genomic polynucleotide sequence” refers to a sequence derived (isolated) from a chromosome and thus it represents a contiguous portion of a chromosome.
As used herein the phrase “composite polynucleotide sequence” refers to a sequence, which is at least partially complementary and at least partially genomic. A composite sequence can include some exonal sequences required to encode the polypeptide of the present invention, as well as some intronic sequences interposing therebetween. The intronic sequences can be of any source, including of other genes, and typically will include conserved splicing signal sequences. Such intronic sequences may further include cis acting expression regulatory elements.
According to some embodiments of the invention, the exogenous polynucleotide of the invention encodes a polypeptide having an amino acid sequence at least about 80%, at least about 81%, at least about 82%, at least about 83%, at least about 84%, at least about 85%, at least about 86%, at least about 87%, at least about 88%, at least about 89%, at least about 90%, at least about 91%, at least about 92%, at least about 93%, at least about 94%, at least about 95%, at least about 96%, at least about 97%, at least about 98%, at least about 99%, or more say 100% homologous to the amino acid sequence selected from the group consisting of SEQ ID NOs:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754 and 764-772 with the proviso that the amino acid sequence is not as set forth by SEQ ID NO: 765 or 771.
Homology (e.g., percent homology) can be determined using any homology comparison software, including for example, the BlastP or TBLASTN software of the National Center of Biotechnology Information (NCBI) such as by using default parameters, when starting from a polypeptide sequence; or the tBLASTX algorithm (available via the NCBI) such as by using default parameters, which compares the six-frame conceptual translation products of a nucleotide query sequence (both strands) against a protein sequence database.
Homologous sequences include both orthologous and paralogous sequences. The term “paralogous” relates to gene-duplications within the genome of a species leading to paralogous genes. The term “orthologous” relates to homologous genes in different organisms due to ancestral relationship.
One option to identify orthologues in monocot plant species is by performing a reciprocal blast search. This may be done by a first blast involving blasting the sequence-of-interest against any sequence database, such as the publicly available NCBI database which may be found at: ncbi (dot) nlm (dot) nih (dot) gov. If orthologues in rice were sought, the sequence-of-interest would be blasted against, for example, the 28,469 full-length cDNA clones from Oryza sativa cv. Nipponbare available at NCBI. The blast results may be filtered. The full-length sequences of either the filtered results or the non-filtered results are then blasted back (second blast) against the sequences of the organism from which the sequence-of-interest is derived. The results of the first and second blasts are then compared. An orthologue is identified when the sequence resulting in the highest score (best hit) in the first blast identifies in the second blast the query sequence (the original sequence-of-interest) as the best hit. Using the same rational a paralogue (homolog to a gene in the same organism) is found. In case of large sequence families, the ClustalW program may be used [ebi (dot) ac (dot) uk/Tools/clustalw2/index (dot) html], followed by a neighbor-joining tree (en (dot) wikipedia (dot) org/wiki/Neighbor-joining) which helps visualizing the clustering.
In an exemplary embodiment the exogenous polynucleotide does not encode a polypeptide having the amino acid sequence selected from the group consisting of SEQ ID NOs: 809-852.
According to some embodiments of the invention, the exogenous polynucleotide encodes a polypeptide consisting of the amino acid sequence set forth by SEQ ID NO: 68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764, 766-770 or 772.
Nucleic acid sequences encoding the polypeptides of the present invention may be optimized for expression. Non-limiting examples of optimized nucleic acid sequences are provided in SEQ ID NOs:663 (BDL-113), 675 (BDL-129), 676 (BDL-130), 680 (BDL-134), 683 (BDL-137), 684 (BDL-139) and 685 (BDL-141) which encode optimized polypeptide comprising the amino acid sequences set forth by SEQ ID NOs:57, 69, 712, 74, 77, 78 and 79. Examples of such sequence modifications include, but are not limited to, an altered G/C content to more closely approach that typically found in the plant species of interest, and the removal of codons atypically found in the plant species commonly referred to as codon optimization.
The phrase “codon optimization” refers to the selection of appropriate DNA nucleotides for use within a structural gene or fragment thereof that approaches codon usage within the plant of interest. Therefore, an optimized gene or nucleic acid sequence refers to a gene in which the nucleotide sequence of a native or naturally occurring gene has been modified in order to utilize statistically-preferred or statistically-favored codons within the plant. The nucleotide sequence typically is examined at the DNA level and the coding region optimized for expression in the plant species determined using any suitable procedure, for example as described in Sardana et al. (1996, Plant Cell Reports 15:677-681). In this method, the standard deviation of codon usage, a measure of codon usage bias, may be calculated by first finding the squared proportional deviation of usage of each codon of the native gene relative to that of highly expressed plant genes, followed by a calculation of the average squared deviation. The formula used is: 1 SDCU=n=1 N[(Xn−Yn)/Yn]2/N, where Xn refers to the frequency of usage of codon n in highly expressed plant genes, where Yn to the frequency of usage of codon n in the gene of interest and N refers to the total number of codons in the gene of interest. A Table of codon usage from highly expressed genes of dicotyledonous plants is compiled using the data of Murray et al. (1989, Nuc Acids Res. 17:477-498).
One method of optimizing the nucleic acid sequence in accordance with the preferred codon usage for a particular plant cell type is based on the direct use, without performing any extra statistical calculations, of codon optimization Tables such as those provided on-line at the Codon Usage Database through the NIAS (National Institute of Agrobiological Sciences) DNA bank in Japan (kazusa (dot) or (dot) jp/codon/). The Codon Usage Database contains codon usage tables for a number of different species, with each codon usage Table having been statistically determined based on the data present in Genbank.
By using the above Tables to determine the most preferred or most favored codons for each amino acid in a particular species (for example, rice), a naturally-occurring nucleotide sequence encoding a protein of interest can be codon optimized for that particular plant species. This is effected by replacing codons that may have a low statistical incidence in the particular species genome with corresponding codons, in regard to an amino acid, that are statistically more favored. However, one or more less-favored codons may be selected to delete existing restriction sites, to create new ones at potentially useful junctions (5′ and 3′ ends to add signal peptide or termination cassettes, internal sites that might be used to cut and splice segments together to produce a correct full-length sequence), or to eliminate nucleotide sequences that may negatively effect mRNA stability or expression.
The naturally-occurring encoding nucleotide sequence may already, in advance of any modification, contain a number of codons that correspond to a statistically-favored codon in a particular plant species. Therefore, codon optimization of the native nucleotide sequence may comprise determining which codons, within the native nucleotide sequence, are not statistically-favored with regards to a particular plant, and modifying these codons in accordance with a codon usage table of the particular plant to produce a codon optimized derivative. A modified nucleotide sequence may be fully or partially optimized for plant codon usage provided that the protein encoded by the modified nucleotide sequence is produced at a level higher than the protein encoded by the corresponding naturally occurring or native gene. Construction of synthetic genes by altering the codon usage is described in for example PCT Patent Application 93/07278.
Thus, the invention encompasses nucleic acid sequences described hereinabove; fragments thereof, sequences hybridizable therewith, sequences homologous thereto, sequences encoding similar polypeptides with different codon usage, altered sequences characterized by mutations, such as deletion, insertion or substitution of one or more nucleotides, either naturally occurring or man induced, either randomly or in a targeted fashion.
The invention provides an isolated polynucleotide comprising a nucleic acid sequence at least about 80%, at least about 81%, at least about 82%, at least about 83%, at least about 84%, at least about 85%, at least about 86%, at least about 87%, at least about 88%, at least about 89%, at least about 90%, at least about 91%, at least about 92%, at least about 93%, at least about 93%, at least about 94%, at least about 95%, at least about 96%, at least about 97%, at least about 98%, at least about 99%, e.g., 100% identical to the polynucleotide selected from the group consisting of SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741 and 755-763 with the proviso that the nucleic acid sequence is not as set forth by SEQ ID NO:756 or 762.
According to some embodiments of the invention the isolated polynucleotide comprising the nucleic acid sequence selected from the group consisting of SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741, 755, 757-761 and 763.
According to some embodiments of the invention the isolated polynucleotide is set forth by SEQ ID NO:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741, 755, 757-761 or 763.
In exemplary embodiments the isolated polynucleotide is not the polynucleotide set forth by SEQ ID NO:807 or 808.
The invention provides an isolated polynucleotide comprising a nucleic acid sequence encoding a polypeptide which comprises an amino acid sequence at least about 80%, at least about 81%, at least about 82%, at least about 83%, at least about 84%, at least about 85%, at least about 86%, at least about 87%, at least about 88%, at least about 89%, at least about 90%, at least about 91%, at least about 92%, at least about 93%, at least about 93%, at least about 94%, at least about 95%, at least about 96%, at least about 97%, at least about 98%, at least about 99%, or more say 100% homologous to the amino acid sequence selected from the group consisting of SEQ ID NOs:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754 and 764-772 with the proviso that the amino acid sequence is not as set forth by SEQ ID NO: 765 or 771.
The invention provides an isolated polynucleotide comprising a nucleic acid sequence encoding a polypeptide which comprises the amino acid sequence selected from the group consisting of SEQ ID NOs:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764, 766-770 and 772.
The invention provides an isolated polypeptide comprising an amino acid sequence at least about 80%, at least about 81%, at least about 82%, at least about 83%, at least about 84%, at least about 85%, at least about 86%, at least about 87%, at least about 88%, at least about 89%, at least about 90%, at least about 91%, at least about 92%, at least about 93%, at least about 93%, at least about 94%, at least about 95%, at least about 96%, at least about 97%, at least about 98%, at least about 99%, or more say 100% homologous to an amino acid sequence selected from the group consisting of SEQ ID NOs:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754 and 764-772 with the proviso that the amino acid sequence is not as set forth by SEQ ID NO: 765 or 771.
In an exemplary embodiment the polypeptide is not the polypeptide set forth by SEQ ID NO: 809-851 or 852.
According to some embodiments of the invention, the polypeptide comprising an amino acid sequence selected from the group consisting of SEQ ID SEQ ID NOs:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764, 766-770 and 772.
According to some embodiments of the invention, the polypeptide is set forth by SEQ ID NO: 68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764, 766-770 or 772.
The invention also encompasses fragments of the above described polypeptides and polypeptides having mutations, such as deletions, insertions or substitutions of one or more amino acids, either naturally occurring or man induced, either randomly or in a targeted fashion.
The term “plant” as used herein encompasses whole plants, ancestors and progeny of the plants and plant parts, including seeds, shoots, stems, roots (including tubers), and plant cells, tissues and organs. The plant may be in any form including suspension cultures, embryos, meristematic regions, callus tissue, leaves, gametophytes, sporophytes, pollen, and microspores. Plants that are particularly useful in the methods of the invention include all plants which belong to the superfamily Viridiplantae, in particular monocotyledonous and dicotyledonous plants including a fodder or forage legume, ornamental plant, food crop, tree, or shrub selected from the list comprising Acacia spp., Acer spp., Actinidia spp., Aesculus spp., Agathis australis, Albizia amara, Alsophila tricolor, Andropogon spp., Arachis spp, Areca catechu, Astelia fragrans, Astragalus cicer, Baikiaea plurijuga, Betula spp., Brassica spp., Bruguiera gymnorrhiza, Burkea africana, Butea frondosa, Cadaba farinosa, Calliandra spp, Camellia sinensis, Canna indica, Capsicum spp., Cassia spp., Centroema pubescens, Chacoomeles spp., Cinnamomum cassia, Coffea arabica, Colophospermum mopane, Coronillia varia, Cotoneaster serotina, Crataegus spp., Cucumis spp., Cupressus spp., Cyathea dealbata, Cydonia oblonga, Cryptomeria japonica, Cymbopogon spp., Cynthea dealbata, Cydonia oblonga, Dalbergia monetaria, Davallia divaricata, Desmodium spp., Dicksonia squarosa, Dibeteropogon amplectens, Dioclea spp, Dolichos spp., Dorvcnium rectum, Echinochloa pyramidalis, Ehraffia spp., Eleusine coracana, Eragrestis spp., Erythrina spp., Eucalypfus spp., Euclea schimperi, Eulalia vi/losa, Pagopyrum spp., Feijoa sellowlana, Fragaria spp., Flemingia spp, Freycinetia banksli, Geranium thunbergii, GinAgo biloba, Glycine javanica, Gliricidia spp, Gossypium hirsutum, Grevillea spp., Guibourtia coleosperma, Hedysarum spp., Hemaffhia altissima, Heteropogon contoffus, Hordeum vulgare, Hyparrhenia rufa, Hypericum erectum, Hypeffhelia dissolute, Indigo incamata, Iris spp., Leptarrhena pyrolifolia, Lespediza spp., Lettuca spp., Leucaena leucocephala, Loudetia simplex, Lotonus bainesli, Lotus spp., Macrotyloma axillare, Malus spp., Manihot esculenta, Medicago saliva, Metasequoia glyptostroboides, Musa sapientum, Nicotianum spp., Onobrychis spp., Ornithopus spp., Oryza spp., Peltophorum africanum, Pennisetum spp., Persea gratissima, Petunia spp., Phaseolus spp., Phoenix canariensis, Phormium cookianum, Photinia spp., Picea glauca, Pinus spp., Pisum sativam, Podocarpus totara, Pogonarthria fleckii, Pogonaffhria squarrosa, Populus spp., Prosopis cineraria, Pseudotsuga menziesii, Pterolobium stellatum, Pyrus communis, Quercus spp., Rhaphiolepsis umbellata, Rhopalostylis sapida, Rhus natalensis, Ribes grossularia, Ribes spp., Robinia pseudoacacia, Rosa spp., Rubus spp., Salix spp., Schyzachyrium sanguineum, Sciadopitys vefficillata, Sequoia sempervirens, Sequoiadendron giganteum, Sorghum bicolor, Spinacia spp., Sporobolus fimbriatus, Stiburus alopecuroides, Stylosanthos humilis, Tadehagi spp, Taxodium distichum, Themeda triandra, Trifolium spp., Triticum spp., Tsuga heterophylla, Vaccinium spp., Vicia spp., Vitis vinifera, Watsonia pyramidata, Zantedeschia aethiopica, Zea mays , amaranth, artichoke, asparagus, broccoli, Brussels sprouts, cabbage, canola, carrot, cauliflower, celery, collard greens, flax, kale, lentil, oilseed rape, okra, onion, potato, rice, soybean, straw, sugar beet, sugar cane, sunflower, tomato, squash tea, maize, wheat, barely, rye, oat, peanut, pea, lentil and alfalfa, cotton, rapeseed, canola, pepper, sunflower, tobacco, eggplant, eucalyptus, a tree, an ornamental plant, a perennial grass and a forage crop. Alternatively algae and other non-Viridiplantae can be used for the methods of the present invention.
According to some embodiments of the invention, the plant used by the method of the invention is a crop plant such as rice, maize, wheat, barley, peanut, potato, sesame, olive tree, palm oil, banana, soybean, sunflower, canola, sugarcane, alfalfa, millet, leguminosae (bean, pea), flax, lupinus, rapeseed, tobacco, poplar and cotton.
Expressing the exogenous polynucleotide of the invention within the plant can be effected by transforming one or more cells of the plant with the exogenous polynucleotide, followed by generating a mature plant from the transformed cells and cultivating the mature plant under conditions suitable for expressing the exogenous polynucleotide within the mature plant.
According to some embodiments of the invention, the transformation is effected by introducing to the plant cell a nucleic acid construct which includes the exogenous polynucleotide of some embodiments of the invention and at least one promoter for directing transcription of the exogenous polynucleotide in a host cell (a plant cell). Further details of suitable transformation approaches are provided hereinbelow.
According to some embodiments of the invention, there is provided a nucleic acid construct comprising the isolated polynucleotide of the invention, and a promoter for directing transcription of the nucleic acid sequence in a host cell.
As used herein, the term “promoter” refers to a region of DNA which lies upstream of the transcriptional initiation site of a gene to which RNA polymerase binds to initiate transcription of RNA. The promoter controls where (e.g., which portion of a plant) and/or when (e.g., at which stage or condition in the lifetime of an organism) the gene is expressed.
Any suitable promoter sequence can be used by the nucleic acid construct of the present invention. Preferably the promoter is a constitutive promoter, a tissue-specific, or an abiotic stress-inducible promoter.
Suitable constitutive promoters include, for example, CaMV 35S promoter (SEQ ID NO:777; Odell et al., Nature 313:810-812, 1985); Arabidopsis At6669 promoter (SEQ ID NO:775; see PCT Publication No. WO04081173A2); maize Ubi 1 (Christensen et al., Plant Sol. Biol. 18:675-689, 1992); rice actin (McElroy et al., Plant Cell 2:163-171, 1990); pEMU (Last et al., Theor. Appl. Genet. 81:581-588, 1991); CaMV 19S (Nilsson et al., Physiol. Plant 100:456-462, 1997); GOS2 (de Pater et al, Plant J November; 2(6):837-44, 1992); ubiquitin (Christensen et al, Plant Mol. Biol. 18: 675-689, 1992); Rice cyclophilin (Bucholz et al, Plant Mol Biol. 25(5):837-43, 1994); Maize H3 histone (Lepetit et al, Mol. Gen. Genet. 231: 276-285, 1992); Actin 2 (An et al, Plant J. 10(1); 107-121, 1996) and Synthetic Super MAS (Ni et al., The Plant Journal 7: 661-76, 1995). Other constitutive promoters include those in U.S. Pat. Nos. 5,659,026, 5,608,149; 5.608,144; 5,604,121; 5.569,597: 5.466,785; 5,399,680; 5,268,463; and 5,608,142.
Suitable tissue-specific promoters include, but not limited to, leaf-specific promoters [such as described, for example, by Yamamoto et al., Plant J. 12:255-265, 1997; Kwon et al., Plant Physiol. 105:357-67, 1994; Yamamoto et al., Plant Cell Physiol. 35:773-778, 1994; Gotor et al., Plant J. 3:509-18, 1993; Orozco et al., Plant Mol. Biol. 23:1129-1138, 1993; and Matsuoka et al., Proc. Natl. Acad. Sci. USA 90:9586-9590, 1993], seed-preferred promoters [e.g., from seed specific genes (Simon, et al., Plant Mol. Biol. 5. 191, 1985; Scofield, et al., J. Biol. Chem. 262: 12202, 1987; Baszczynski, et al., Plant Mol. Biol. 14: 633, 1990), Brazil Nut albumin (Pearson et al., Plant Mol. Biol. 18: 235-245, 1992), legumin (Ellis, et al. Plant Mol. Biol. 10: 203-214, 1988), Glutelin (rice) (Takaiwa, et al., Mol. Gen. Genet. 208: 15-22, 1986; Takaiwa, et al., FEBS Letts. 221: 43-47, 1987), Zein (Matzke et al Plant Mol Biol, 143). 323-32 1990), napA (Stalberg, et al, Planta 199: 515-519, 1996), Wheat SPA (Albanietal, Plant Cell, 9: 171-184, 1997), sunflower oleosin (Cummins, et al., Plant Mol. Biol. 19: 873-876, 1992)], endosperm specific promoters [e.g., wheat LMW and HMW, glutenin-1 (Mol Gen Genet 216:81-90, 1989; NAR 17:461-2), wheat a, b and g gliadins (EMBO3:1409-15, 1984), Barley ltrl promoter, barley B1, C, D hordein (Theor Appl Gen 98:1253-62, 1999; Plant J 4:343-55, 1993; Mol Gen Genet 250:750-60, 1996), Barley DOF (Mena et al, The Plant Journal, 116(1): 53-62, 1998), Biz2 (EP99106056.7), Synthetic promoter (Vicente-Carbajosa et al., Plant J. 13: 629-640, 1998), rice prolamin NRP33, rice-globulin Glb-1 (Wu et al, Plant Cell Physiology 39(8) 885-889, 1998), rice alpha-globulin REB/OHP-1 (Nakase et al. Plant Mol. Biol. 33: 513-S22, 1997), rice ADP-glucose PP (Trans Res 6:157-68, 1997), maize ESR gene family (Plant J 12:235-46, 1997), sorgum gamma-kafirin (PMB 32:1029-35, 1996)], embryo specific promoters [e.g., rice OSH1 (Sato et al, Proc. Nati. Acad. Sci. USA, 93: 8117-8122), KNOX (Postma-Haarsma et al, Plant Mol. Biol. 39:257-71, 1999), rice oleosin (Wu et at, J. Biochem., 123:386, 1998)], and flower-specific promoters [e.g., AtPRP4, chalene synthase (chsA) (Van der Meer, et al., Plant Mol. Biol. 15, 95-109, 1990), LAT52 (Twell et al Mol. Gen Genet. 217:240-245; 1989), apetala-3].
Suitable abiotic stress-inducible promoters include, but not limited to, salt-inducible promoters such as RD29A (Yamaguchi-Shinozalei et al., Mol. Gen. Genet. 236:331-340, 1993); drought-inducible promoters such as maize rab17 gene promoter (Pla et. al., Plant Mol. Biol. 21:259-266, 1993), maize rab28 gene promoter (Busk et. al., Plant J. 11:1285-1295, 1997) and maize Ivr2 gene promoter (Pelleschi et. al., Plant Mol. Biol. 39:373-380, 1999); heat-inducible promoters such as heat tomato hsp80-promoter from tomato (U.S. Pat. No. 5,187,267).
As mentioned above, and further described in Example 6 of the Examples section which follows, the present inventors have uncovered novel promoter sequences (regulatory nucleic acid sequences) which can be used to express a polynucleotide-of-interest in a plant.
Thus, according to an aspect of some embodiments of the invention, there is provided a nucleic acid construct comprising a nucleic acid sequence selected from the group consisting of SEQ ID NOs:779-792 and a heterologous polynucleotide sequence, wherein the nucleic acid sequence is capable of regulating expression of the heterologous polynucleotide in a host cell.
According to some embodiments of the invention the heterologous polynucleotide is operably linked to the regulatory nucleic acid sequence selected from the group consisting of SEQ ID NOs:779-792.
According to some embodiments of the invention, the regulatory nucleic acid sequence of the invention range in length from about 500 nucleotides to about 4000 nucleotides and include one or more sequence regions which are capable of recognizing and binding RNA polymerase II and other proteins (trans-acting transcription factors) involved in transcription.
A coding nucleic acid sequence is “operably linked” to a regulatory sequence if the regulatory sequence is capable of exerting a regulatory effect on the coding sequence linked thereto. According to some embodiments of the invention, the regulatory sequence is positioned 1-500 bp upstream of the ATG codon of the coding nucleic acid sequence, although it will be appreciated that regulatory sequences can also exert their effect when positioned elsewhere with respect to the coding nucleic acid sequence (e.g., within an intron).
As is clearly illustrated in the Examples section which follows, the novel regulatory nucleic acid sequences of the invention are capable of regulating expression of a coding nucleic acid sequence (e.g., a reporter gene such as GUS, luciferase) operably linked thereto (see Example 6 of the Examples section which follows).
According to some embodiments of the invention, the regulatory nucleic acid sequences of the invention regulate the expression of the heterologous polynucleotide in a tissue specific manner.
According to some embodiments of the invention, the regulatory nucleic acid sequences of the invention regulate the expression of the heterologous polynucleotide in a developmental stage—specific manner.
According to some embodiments of the invention, the regulatory nucleic acid sequences of the invention are modified to create variations in the molecule sequences such as to enhance their promoting activities, using methods known in the art, such as PCR-based DNA modification, or standard DNA mutagenesis techniques, or by chemically synthesizing the modified polynucleotides.
Accordingly, the regulatory nucleic acid sequences set forth in SEQ ID NOs:779-792 may be truncated or deleted and still retain the capacity of directing the transcription of an operably linked heterologous DNA sequence. The minimal length of a promoter region can be determined by systematically removing sequences from the 5′ and 3′-ends of the isolated polynucleotide by standard techniques known in the art, including but not limited to removal of restriction enzyme fragments or digestion with nucleases. Consequently, any sequence fragments, portions, or regions of the disclosed promoter polynucleotide sequences of the invention can be used as regulatory sequences. It will be appreciated that modified sequences (mutated, truncated and the like) can acquire different transcriptional properties such as the direction of different pattern of gene expression as compared to the unmodified element.
Optionally, the sequences set forth in SEQ ID NOs:779-792 may be modified, for example for expression in a range of plant systems. In another approach, novel hybrid promoters can be designed or engineered by a number of methods. Many promoters contain upstream sequences which activate, enhance or define the strength and/or specificity of the promoter, such as described, for example, by Atchison [Ann. Rev. Cell Biol. 4:127 (1988)]. T-DNA genes, for example contain “TATA” boxes defining the site of transcription initiation and other upstream elements located upstream of the transcription initiation site modulate transcription levels [Gelvin In: Transgenic Plants (Kung, S.-D. and Us, R., Eds, San Diego: Academic Press, pp. 49-87, (1988)]. Another chimeric promoter combined a trimer of the octopine synthase (OCS) activator to the mannopine synthase (mas) activator plus promoter and reported an increase in expression of a reporter gene [Min Ni et al. The Plant Journal 7:661 (1995)]. The upstream regulatory sequences of the promoter polynucleotide sequences of the invention can be used for the construction of such chimeric or hybrid promoters. Methods for construction of variant promoters include, but are not limited to, combining control elements of different promoters or duplicating portions or regions of a promoter (see for example, U.S. Pat. Nos. 5,110,732 and 5,097,025). Those of skill in the art are familiar with the specific conditions and procedures for the construction, manipulation and isolation of macromolecules (e.g., DNA molecules, plasmids, etc.), generation of recombinant organisms and the screening and isolation of genes, [see for example Sambrook et al., Molecular Cloning: A Laboratory Manual, Cold Spring Harbor Press, (1989); Mailga et al., Methods in Plant Molecular Biology, Cold Spring Harbor Press, (1995); Birren et al., Genome Analysis: volume 1, Analyzing DNA, (1997); volume 2, Detecting Genes, (1998); volume 3, Cloning Systems, (1999); and volume 4, Mapping Genomes, (1999), Cold Spring Harbor, N.Y].
According to some embodiments of the invention the heterologous polynucleotide which is regulated by the regulatory nucleic acid sequence of the invention (e.g., SEQ ID NO:779-791 or 792) comprises a nucleic acid sequence at least about 80%, at least about 81%, at least about 82%, at least about 83%, at least about 84%, at least about 85%, at least about 86%, at least about 87%, at least about 88%, at least about 89%, at least about 90%, at least about 91%, at least about 92%, at least about 93%, at least about 93%, at least about 94%, at least about 95%, at least about 96%, at least about 97%, at least about 98%, at least about 99%, e.g., 100% identical to the nucleic acid sequence selected from the group consisting of SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741 and 755-763 with the proviso that the nucleic acid sequence is not as set forth by SEQ ID NO:756 or 762.
According to some embodiments of the invention the heterologous polynucleotide encodes an amino acid sequence at least about 80%, at least about 81%, at least about 82%, at least about 83%, at least about 84%, at least about 85%, at least about 86%, at least about 87%, at least about 88%, at least about 89%, at least about 90%, at least about 91%, at least about 92%, at least about 93%, at least about 93%, at least about 94%, at least about 95%, at least about 96%, at least about 97%, at least about 98%, at least about 99%, or more say 100% homologous to SEQ ID NO:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764-771 or 772, with the proviso that the amino acid sequence is not as set forth by SEQ ID NO: 765 or 771.
According to some embodiments the heterologous polynucleotide does not encode the amino acid sequence set forth by SEQ ID NO: 809-851 or 852.
According to some embodiments the heterologous polynucleotide does not comprise the nucleic acid sequence set forth by SEQ ID NO:807 or 808.
Thus, according to some embodiments of the invention, the method of increasing oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant is effected by expressing within the plant a nucleic acid construct of the invention which comprises a nucleic acid sequence selected from the group consisting of SEQ ID NOs:779-792 and a heterologous polynucleotide sequence which comprises a nucleic acid sequence at least about 80%, at least about 81%, at least about 82%, at least about 83%, at least about 84%, at least about 85%, at least about 86%, at least about 87%, at least about 88%, at least about 89%, at least about 90%, at least about 91%, at least about 92%, at least about 93%, at least about 93%, at least about 94%, at least about 95%, at least about 96%, at least about 97%, at least about 98%, at least about 99%, e.g., 100% identical to SEQ ID NOs:18, 1-16, 19-50, 101-378, 657-672, 674-706, 716-719, 724-741 and 755-763 with the proviso that the nucleic acid sequence is not as set forth by SEQ ID NO:756 or 762, wherein the nucleic acid sequence is capable of regulating expression of the heterologous polynucleotide in a host cell.
According to some embodiments of the invention, the method of increasing oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant is effected by expressing within the plant a nucleic acid construct which comprises a nucleic acid sequence selected from the group consisting of SEQ ID NOs:779-792 and a heterologous polynucleotide sequence which encodes an amino acid sequence at least about 80%, at least about 81%, at least about 82%, at least about 83%, at least about 84%, at least about 85%, at least about 86%, at least about 87%, at least about 88%, at least about 89%, at least about 90%, at least about 91%, at least about 92%, at least about 93%, at least about 93%, at least about 94%, at least about 95%, at least about 96%, at least about 97%, at least about 98%, at least about 99%, or more say 100% homologous to SEQ ID NO:68, 51-66, 69-100, 379-656, 707-715, 720-723, 742-754, 764-771 or 772 with the proviso that the amino acid sequence is not as set forth by SEQ ID NO: 765 or 771, wherein the nucleic acid sequence is capable of regulating expression of the heterologous polynucleotide in a host cell.
The nucleic acid construct of some embodiments of the invention can further include an appropriate selectable marker and/or an origin of replication. According to some embodiments of the invention, the nucleic acid construct utilized is a shuttle vector, which can propagate both in E. coli (wherein the construct comprises an appropriate selectable marker and origin of replication) and be compatible with propagation in cells. The construct according to the present invention can be, for example, a plasmid, a bacemid, a phagemid, a cosmid, a phage, a virus or an artificial chromosome.
The nucleic acid construct of some embodiments of the invention can be utilized to stably or transiently transform plant cells. In stable transformation, the exogenous polynucleotide is integrated into the plant genome and as such it represents a stable and inherited trait. In transient transformation, the exogenous polynucleotide is expressed by the cell transformed but it is not integrated into the genome and as such it represents a transient trait.
There are various methods of introducing foreign genes into both monocotyledonous and dicotyledonous plants (Potrykus, I. Annu. Rev. Plant. Physiol., Plant. Mol. Biol. (1991) 42:205-225; Shimamoto et al., Nature (1989) 338:274-276).
The principle methods of causing stable integration of exogenous DNA into plant genomic DNA include two main approaches:
(i) Agrobacterium-mediated gene transfer: Klee et al. (1987) Annu. Rev. Plant Physiol. 38:467-486; Klee and Rogers in Cell Culture and Somatic Cell Genetics of Plants, Vol. 6, Molecular Biology of Plant Nuclear Genes, eds. Schell, J., and Vasil, L. K., Academic Publishers, San Diego, Calif. (1989) p. 2-25; Gatenby, in Plant Biotechnology, eds. Kung, S. and Arntzen, C. J., Butterworth Publishers, Boston, Mass. (1989) p. 93-112.
(ii) Direct DNA uptake: Paszkowski et al., in Cell Culture and Somatic Cell Genetics of Plants, Vol. 6, Molecular Biology of Plant Nuclear Genes eds. Schell, J., and Vasil, L. K., Academic Publishers, San Diego, Calif. (1989) p. 52-68; including methods for direct uptake of DNA into protoplasts, Toriyama, K. et al. (1988) Bio/Technology 6:1072-1074. DNA uptake induced by brief electric shock of plant cells: Zhang et al. Plant Cell Rep. (1988) 7:379-384. Fromm et al. Nature (1986) 319:791-793. DNA injection into plant cells or tissues by particle bombardment, Klein et al. Bio/Technology (1988) 6:559-563; McCabe et al. Bio/Technology (1988) 6:923-926; Sanford, Physiol. Plant. (1990) 79:206-209; by the use of micropipette systems: Neuhaus et al., Theor. Appl. Genet. (1987) 75:30-36; Neuhaus and Spangenberg, Physiol. Plant. (1990) 79:213-217; glass fibers or silicon carbide whisker transformation of cell cultures, embryos or callus tissue, U.S. Pat. No. 5,464,765 or by the direct incubation of DNA with germinating pollen, DeWet et al. in Experimental Manipulation of Ovule Tissue, eds. Chapman, G. P. and Mantell, S. H. and Daniels, W. Longman, London, (1985) p. 197-209; and Ohta, Proc. Natl. Acad. Sci. USA (1986) 83:715-719.
The Agrobacterium system includes the use of plasmid vectors that contain defined DNA segments that integrate into the plant genomic DNA. Methods of inoculation of the plant tissue vary depending upon the plant species and the Agrobacterium delivery system. A widely used approach is the leaf disc procedure which can be performed with any tissue explant that provides a good source for initiation of whole plant differentiation. See, e.g., Horsch et al. in Plant Molecular Biology Manual A5, Kluwer Academic Publishers, Dordrecht (1988) p. 1-9. A supplementary approach employs the Agrobacterium delivery system in combination with vacuum infiltration. The Agrobacterium system is especially viable in the creation of transgenic dicotyledonous plants.
There are various methods of direct DNA transfer into plant cells. In electroporation, the protoplasts are briefly exposed to a strong electric field. In microinjection, the DNA is mechanically injected directly into the cells using very small micropipettes. In microparticle bombardment, the DNA is adsorbed on microprojectiles such as magnesium sulfate crystals or tungsten particles, and the microprojectiles are physically accelerated into cells or plant tissues.
Following stable transformation plant propagation is exercised. The most common method of plant propagation is by seed. Regeneration by seed propagation, however, has the deficiency that due to heterozygosity there is a lack of uniformity in the crop, since seeds are produced by plants according to the genetic variances governed by Mendelian rules. Basically, each seed is genetically different and each will grow with its own specific traits. Therefore, it is preferred that the transformed plant be produced such that the regenerated plant has the identical traits and characteristics of the parent transgenic plant. Therefore, it is preferred that the transformed plant be regenerated by micropropagation which provides a rapid, consistent reproduction of the transformed plants.
Micropropagation is a process of growing new generation plants from a single piece of tissue that has been excised from a selected parent plant or cultivar. This process permits the mass reproduction of plants having the preferred tissue expressing the fusion protein. The new generation plants which are produced are genetically identical to, and have all of the characteristics of, the original plant. Micropropagation allows mass production of quality plant material in a short period of time and offers a rapid multiplication of selected cultivars in the preservation of the characteristics of the original transgenic or transformed plant. The advantages of cloning plants are the speed of plant multiplication and the quality and uniformity of plants produced.
Micropropagation is a multi-stage procedure that requires alteration of culture medium or growth conditions between stages. Thus, the micropropagation process involves four basic stages: Stage one, initial tissue culturing; stage two, tissue culture multiplication; stage three, differentiation and plant formation; and stage four, greenhouse culturing and hardening. During stage one, initial tissue culturing, the tissue culture is established and certified contaminant-free. During stage two, the initial tissue culture is multiplied until a sufficient number of tissue samples are produced to meet production goals. During stage three, the tissue samples grown in stage two are divided and grown into individual plantlets. At stage four, the transformed plantlets are transferred to a greenhouse for hardening where the plants' tolerance to light is gradually increased so that it can be grown in the natural environment.
According to some embodiments of the invention, the transgenic plants are generated by transient transformation of leaf cells, meristematic cells or the whole plant.
Transient transformation can be effected by any of the direct DNA transfer methods described above or by viral infection using modified plant viruses.
Viruses that have been shown to be useful for the transformation of plant hosts include CaMV, Tobacco mosaic virus (TMV), brome mosaic virus (BMV) and Bean Common Mosaic Virus (BV or BCMV). Transformation of plants using plant viruses is described in U.S. Pat. No. 4,855,237 (bean golden mosaic virus; BGV), EP-A 67,553 (TMV), Japanese Published Application No. 63-14693 (TMV), EPA 194,809 (BV), EPA 278,667 (BV); and Gluzman, Y. et al., Communications in Molecular Biology: Viral Vectors, Cold Spring Harbor Laboratory, New York, pp. 172-189 (1988). Pseudovirus particles for use in expressing foreign DNA in many hosts, including plants are described in WO 87/06261.
According to some embodiments of the invention, the virus used for transient transformations is avirulent and thus is incapable of causing severe symptoms such as reduced growth rate, mosaic, ring spots, leaf roll, yellowing, streaking, pox formation, tumor formation and pitting. A suitable avirulent virus may be a naturally occurring avirulent virus or an artificially attenuated virus. Virus attenuation may be effected by using methods well known in the art including, but not limited to, sub-lethal heating, chemical treatment or by directed mutagenesis techniques such as described, for example, by Kurihara and Watanabe (Molecular Plant Pathology 4:259-269, 2003), Gal-on et al. (1992), Atreya et al. (1992) and Huet et al. (1994).
Suitable virus strains can be obtained from available sources such as, for example, the American Type Culture Collection (ATCC) or by isolation from infected plants. Isolation of viruses from infected plant tissues can be effected by techniques well known in the art such as described, for example by Foster and Tatlor, Eds. “Plant Virology Protocols: From Virus Isolation to Transgenic Resistance (Methods in Molecular Biology (Humana Pr), Vol 81)”, Humana Press, 1998. Briefly, tissues of an infected plant believed to contain a high concentration of a suitable virus, preferably young leaves and flower petals, are ground in a buffer solution (e.g., phosphate buffer solution) to produce a virus infected sap which can be used in subsequent inoculations.
Construction of plant RNA viruses for the introduction and expression of non-viral exogenous polynucleotide sequences in plants is demonstrated by the above references as well as by Dawson, W. O. et al., Virology (1989) 172:285-292; Takamatsu et al. EMBO J. (1987) 6:307-311; French et al. Science (1986) 231:1294-1297; Takamatsu et al. FEBS Letters (1990) 269:73-76; and U.S. Pat. No. 5,316,931.
When the virus is a DNA virus, suitable modifications can be made to the virus itself. Alternatively, the virus can first be cloned into a bacterial plasmid for ease of constructing the desired viral vector with the foreign DNA. The virus can then be excised from the plasmid. If the virus is a DNA virus, a bacterial origin of replication can be attached to the viral DNA, which is then replicated by the bacteria. Transcription and translation of this DNA will produce the coat protein which will encapsidate the viral DNA. If the virus is an RNA virus, the virus is generally cloned as a cDNA and inserted into a plasmid. The plasmid is then used to make all of the constructions. The RNA virus is then produced by transcribing the viral sequence of the plasmid and translation of the viral genes to produce the coat protein(s) which encapsidate the viral RNA.
In one embodiment, a plant viral polynucleotide is provided in which the native coat protein coding sequence has been deleted from a viral polynucleotide, a non-native plant viral coat protein coding sequence and a non-native promoter, preferably the subgenomic promoter of the non-native coat protein coding sequence, capable of expression in the plant host, packaging of the recombinant plant viral polynucleotide, and ensuring a systemic infection of the host by the recombinant plant viral polynucleotide, has been inserted. Alternatively, the coat protein gene may be inactivated by insertion of the non-native polynucleotide sequence within it, such that a protein is produced. The recombinant plant viral polynucleotide may contain one or more additional non-native subgenomic promoters. Each non-native subgenomic promoter is capable of transcribing or expressing adjacent genes or polynucleotide sequences in the plant host and incapable of recombination with each other and with native subgenomic promoters. Non-native (foreign) polynucleotide sequences may be inserted adjacent the native plant viral subgenomic promoter or the native and a non-native plant viral subgenomic promoters if more than one polynucleotide sequence is included. The non-native polynucleotide sequences are transcribed or expressed in the host plant under control of the subgenomic promoter to produce the desired products.
In a second embodiment, a recombinant plant viral polynucleotide is provided as in the first embodiment except that the native coat protein coding sequence is placed adjacent one of the non-native coat protein subgenomic promoters instead of a non-native coat protein coding sequence.
In a third embodiment, a recombinant plant viral polynucleotide is provided in which the native coat protein gene is adjacent its subgenomic promoter and one or more non-native subgenomic promoters have been inserted into the viral polynucleotide. The inserted non-native subgenomic promoters are capable of transcribing or expressing adjacent genes in a plant host and are incapable of recombination with each other and with native subgenomic promoters. Non-native polynucleotide sequences may be inserted adjacent the non-native subgenomic plant viral promoters such that the sequences are transcribed or expressed in the host plant under control of the subgenomic promoters to produce the desired product.
In a fourth embodiment, a recombinant plant viral polynucleotide is provided as in the third embodiment except that the native coat protein coding sequence is replaced by a non-native coat protein coding sequence.
The viral vectors are encapsidated by the coat proteins encoded by the recombinant plant viral polynucleotide to produce a recombinant plant virus. The recombinant plant viral polynucleotide or recombinant plant virus is used to infect appropriate host plants. The recombinant plant viral polynucleotide is capable of replication in the host, systemic spread in the host, and transcription or expression of foreign gene(s) (exogenous polynucleotide) in the host to produce the desired protein.
Techniques for inoculation of viruses to plants may be found in Foster and Taylor, eds. “Plant Virology Protocols: From Virus Isolation to Transgenic Resistance (Methods in Molecular Biology (Humana Pr), Vol 81)”, Humana Press, 1998; Maramorosh and Koprowski, eds. “Methods in Virology” 7 vols, Academic Press, New York 1967-1984; Hill, S. A. “Methods in Plant Virology”, Blackwell, Oxford, 1984; Walkey, D. G. A. “Applied Plant Virology”, Wiley, New York, 1985; and Kado and Agrawa, eds. “Principles and Techniques in Plant Virology”, Van Nostrand-Reinhold, New York.
In addition to the above, the polynucleotide of the present invention can also be introduced into a chloroplast genome thereby enabling chloroplast expression.
A technique for introducing exogenous polynucleotide sequences to the genome of the chloroplasts is known. This technique involves the following procedures. First, plant cells are chemically treated so as to reduce the number of chloroplasts per cell to about one. Then, the exogenous polynucleotide is introduced via particle bombardment into the cells with the aim of introducing at least one exogenous polynucleotide molecule into the chloroplasts. The exogenous polynucleotides selected such that it is integratable into the chloroplast's genome via homologous recombination which is readily effected by enzymes inherent to the chloroplast. To this end, the exogenous polynucleotide includes, in addition to a gene of interest, at least one polynucleotide stretch which is derived from the chloroplast's genome. In addition, the exogenous polynucleotide includes a selectable marker, which serves by sequential selection procedures to ascertain that all or substantially all of the copies of the chloroplast genomes following such selection will include the exogenous polynucleotide. Further details relating to this technique are found in U.S. Pat. Nos. 4,945,050; and 5,693,507 which are incorporated herein by reference. A polypeptide can thus be produced by the protein expression system of the chloroplast and become integrated into the chloroplast's inner membrane.
Since processes which increase oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency of a plant can involve multiple genes acting additively or in synergy (see, for example, in Quesda et al., Plant Physiol. 130:951-063, 2002), the present invention also envisages expressing a plurality of exogenous polynucleotides in a single host plant to thereby achieve superior effect on oil content, yield, growth rate, biomass, vigor, abiotic stress tolerance and/or nitrogen use efficiency.
Expressing a plurality of exogenous polynucleotides in a single host plant can be effected by co-introducing multiple nucleic acid constructs, each including a different exogenous polynucleotide, into a single plant cell. The transformed cell can than be regenerated into a mature plant using the methods described hereinabove.
Alternatively, expressing a plurality of exogenous polynucleotides in a single host plant can be effected by co-introducing into a single plant-cell a single nucleic-acid construct including a plurality of different exogenous polynucleotides. Such a construct can be designed with a single promoter sequence which can transcribe a polycistronic messenger RNA including all the different exogenous polynucleotide sequences. To enable co-translation of the different polypeptides encoded by the polycistronic messenger RNA, the polynucleotide sequences can be inter-linked via an internal ribosome entry site (IRES) sequence which facilitates translation of polynucleotide sequences positioned downstream of the IRES sequence. In this case, a transcribed polycistronic RNA molecule encoding the different polypeptides described above will be translated from both the capped 5′ end and the two internal IRES sequences of the polycistronic RNA molecule to thereby produce in the cell all different polypeptides. Alternatively, the construct can include several promoter sequences each linked to a different exogenous polynucleotide sequence.
The plant cell transformed with the construct including a plurality of different exogenous polynucleotides, can be regenerated into a mature plant, using the methods described hereinabove.
Alternatively, expressing a plurality of exogenous polynucleotides in a single host plant can be effected by introducing different nucleic acid constructs, including different exogenous polynucleotides, into a plurality of plants. The regenerated transformed plants can then be cross-bred and resultant progeny selected for superior abiotic stress tolerance, growth, biomass, yield, vigor and/or nitrogen use efficiency traits, using conventional plant breeding techniques.
As mentioned above, and further described in Example 9 of the Examples section which follows, the present inventors have uncovered that downregulating the expression level of the BDL127 gene product (e.g., the polynucleotides set forth by SEQ ID NO:17 or 673; or the polypeptide set forth by SEQ ID NO:67) and/or of homologous thereof can be used to increase yield (e.g., seed yield), oil content, biomass, growth rate, vigor, ABST and/or NUE in a plant.
In some cases, overexpression of the exogenous polynucleotide within the plant can result in silencing of the endogenous polynucleotide (which is homologous of the exogenous polynucleotide), probably through RNA interference or co-suppression mechanisms. To test the effect of downregulation of the polynucleotide(s) of the invention on the desired plant trait (e.g., plant yield, oil content, biomass, vigor, ABST or NUE), various downregulation methods and agents can be used.
Downregulation (gene silencing) of the transcription or translation product of an endogenous gene such as BDL127 can be achieved by methods which are well known in the art e.g., co-suppression, antisense suppression, RNA interference and ribozyme polynucleotide molecules, changing the promoter structure, removal or creation transcription factor binding sites or expression under different promoters. Guidelines for effecting same are provided infra.
Co-suppression (sense suppression)—Inhibition of the endogenous gene can be achieved by co-suppression, using an RNA molecule (or an expression vector encoding same) which is in the sense orientation with respect to the transcription direction of the endogenous gene. The polynucleotide used for co-suppression may correspond to all or part of the sequence encoding the endogenous polypeptide and/or to all or part of the 5′ and/or 3′ untranslated region of the endogenous transcript; it may also be an unpolyadenylated RNA; an RNA which lacks a 5′ cap structure; or an RNA which contains an unsplicable intron. In some embodiments, the polynucleotide used for co-suppression is designed to eliminate the start codon of the endogenous polynucleotide so that no protein product will be translated. However, as with antisense suppression, the suppressive efficiency is enhanced as specificity of hybridization is increased, e.g., as the introduced sequence is lengthened, and/or as the sequence similarity between the introduced sequence and the endogenous gene is increased. For further details see U.S. Pat. Appl. Nos. 20050172364 and No. 5,231,020 which are fully incorporated herein by reference.
According to some embodiments of the invention, the exogenous polynucleotide comprises an untranslatable nucleic acid sequence, e.g., a sequence comprising one or more pre-mature stop codons, or nonsense mutations, such as described in U.S. Pat. No. 5,583,021.
According to some embodiments of the invention, downregulation of the endogenous gene is performed using an amplicon expression vector which comprises a plant virus-derived sequence that contains all or part of the target gene but generally not all of the genes of the native virus. The viral sequences present in the transcription product of the expression vector allow the transcription product to direct its own replication. The transcripts produced by the amplicon may be either sense or antisense relative to the target sequence [see for example, Angell and Baulcombe, (1997) EMBO J. 16:3675-3684; Angell and Baulcombe, (1999) Plant J. 20:357-362, and U.S. Pat. No. 6,646,805, each of which is herein incorporated by reference].
According to some embodiments of the invention, the exogenous polynucleotide comprises an untranslatable nucleic acid sequence, e.g., a sequence comprising one or more pre-mature stop codons, or nonsense mutations, such as described in U.S. Pat. No. 5,583,021.
Antisense suppression—Antisense suppression can be performed using an antisense polynucleotide or an expression vector which is designed to express an RNA molecule complementary to all or part of the messenger RNA (mRNA) encoding the endogenous polypeptide and/or to all or part of the 5′ and/or 3′ untranslated region of the endogenous gene. Over expression of the antisense RNA molecule can result in reduced expression of the native (endogenous) gene. The antisense polynucleotide may be fully complementary to the target sequence (i.e., 100% identical to the complement of the target sequence) or partially complementary to the target sequence (i.e., less than 100% identical, e.g., less than 90%, less than 80% identical to the complement of the target sequence). Antisense suppression may be used to inhibit the expression of multiple proteins in the same plant (see e.g., U.S. Pat. No. 5,942,657). In addition, portions of the antisense nucleotides may be used to disrupt the expression of the target gene. Generally, sequences of at least about 50 nucleotides, at least about 100 nucleotides, at least about 200 nucleotides, at least about 300, at least about 400, at least about 450, at least about 500, at least about 550, or greater may be used. Methods of using antisense suppression to inhibit the expression of endogenous genes in plants are described, for example, in Liu, et al., (2002) Plant Physiol. 129:1732-1743 and U.S. Pat. Nos. 5,759,829 and 5,942,657, each of which is herein incorporated by reference. Efficiency of antisense suppression may be increased by including a poly-dT region in the expression cassette at a position 3′ to the antisense sequence and 5′ of the polyadenylation signal [See, U.S. Patent Publication No. 20020048814, herein incorporated by reference].
RNA interference—RNA interference can be achieved using a polynucleotide, which can anneal to itself and form a double stranded RNA having a stem-loop structure (also called hairpin structure), or using two polynucleotides, which form a double stranded RNA.
For hairpin RNA (hpRNA) interference, the expression vector is designed to express an RNA molecule that hybridizes to itself to form a hairpin structure that comprises a single-stranded loop region and a base-paired stem.
In some embodiments of the invention, the base-paired stem region of the hpRNA molecule determines the specificity of the RNA interference. In this configuration, the sense sequence of the base-paired stem region may correspond to all or part of the endogenous mRNA to be downregulated, or to a portion of a promoter sequence controlling expression of the endogenous gene to be inhibited; and the antisense sequence of the base-paired stem region is fully or partially complementary to the sense sequence. Such hpRNA molecules are highly efficient at inhibiting the expression of endogenous genes, in a manner which is inherited by subsequent generations of plants [See, e.g., Chuang and Meyerowitz, (2000) Proc. Natl. Acad. Sci. USA 97:4985-4990; Stoutjesdijk, et al., (2002) Plant Physiol. 129:1723-1731; and Waterhouse and Helliwell, (2003) Nat. Rev. Genet. 4:29-38; Chuang and Meyerowitz, (2000) Proc. Natl. Acad. Sci. USA 97:4985-4990; Pandolfini et al., BMC Biotechnology 3:7; Panstruga, et al., (2003) Mol. Biol. Rep. 30:135-140; and U.S. Patent Publication No. 2003/0175965; each of which is incorporated by reference].
According to some embodiments of the invention, the sense sequence of the base-paired stem is from about 10 nucleotides to about 2,500 nucleotides in length, e.g., from about 10 nucleotides to about 500 nucleotides, e.g., from about 15 nucleotides to about 300 nucleotides, e.g., from about 20 nucleotides to about 100 nucleotides, e.g., or from about 25 nucleotides to about 100 nucleotides.
According to some embodiments of the invention, the antisense sequence of the base-paired stem may have a length that is shorter, the same as, or longer than the length of the corresponding sense sequence.
According to some embodiments of the invention, the loop portion of the hpRNA can be from about 10 nucleotides to about 500 nucleotides in length, for example from about 15 nucleotides to about 100 nucleotides, from about 20 nucleotides to about 300 nucleotides or from about 25 nucleotides to about 400 nucleotides in length.
According to some embodiments of the invention, the loop portion of the hpRNA can include an intron (ihpRNA), which is capable of being spliced in the host cell. The use of an intron minimizes the size of the loop in the hairpin RNA molecule following splicing and thus increases efficiency of the interference [See, for example, Smith, et al., (2000) Nature 407:319-320; Wesley, et al., (2001) Plant J. 27:581-590; Wang and Waterhouse, (2001) Curr. Opin. Plant Biol. 5:146-150; Helliwell and Waterhouse, (2003) Methods 30:289-295; Brummell, et al. (2003) Plant J. 33:793-800; and U.S. Patent Publication No. 2003/0180945; WO 98/53083; WO 99/32619; WO 98/36083; WO 99/53050; US 20040214330; US 20030180945; U.S. Pat. No. 5,034,323; U.S. Pat. No. 6,452,067; U.S. Pat. No. 6,777,588; U.S. Pat. No. 6,573,099 and U.S. Pat. No. 6,326,527; each of which is herein incorporated by reference].
In some embodiments of the invention, the loop region of the hairpin RNA determines the specificity of the RNA interference to its target endogenous RNA. In this configuration, the loop sequence corresponds to all or part of the endogenous messenger RNA of the target gene. See, for example, WO 02/00904; Mette, et al., (2000) EMBO J 19:5194-5201; Matzke, et al., (2001) Curr. Opin. Genet. Devel. 11:221-227; Scheid, et al., (2002) Proc. Natl. Acad. Sci., USA 99:13659-13662; Aufsaftz, et al., (2002) Proc. Nat'l. Acad. Sci. 99(4):16499-16506; Sijen, et al., Curr. Biol. (2001) 11:436-440), each of which is incorporated herein by reference.
For double-stranded RNA (dsRNA) interference, the sense and antisense RNA molecules can be expressed in the same cell from a single expression vector (which comprises sequences of both strands) or from two expression vectors (each comprising the sequence of one of the strands). Methods for using dsRNA interference to inhibit the expression of endogenous plant genes are described in Waterhouse, et al., (1998) Proc. Natl. Acad. Sci. USA 95:13959-13964; and WO 99/49029, WO 99/53050, WO 99/61631, and WO 00/49035; each of which is herein incorporated by reference.
According to some embodiments of the invention, RNA interference is effected using an expression vector designed to express an RNA molecule that is modeled on an endogenous micro RNAs (miRNA) gene. Micro RNAs (miRNAs) are regulatory agents consisting of about 22 ribonucleotides and highly efficient at inhibiting the expression of endogenous genes [Javier, et al., (2003) Nature 425:257-263]. The miRNA gene encodes an RNA that forms a hairpin structure containing a 22-nucleotide sequence that is complementary to the endogenous target gene.
Ribozyme—Catalytic RNA molecules, ribozymes, are designed to cleave particular mRNA transcripts, thus preventing expression of their encoded polypeptides. Ribozymes cleave mRNA at site-specific recognition sequences. For example, “hammerhead ribozymes” (see, for example, U.S. Pat. No. 5,254,678) cleave mRNAs at locations dictated by flanking regions that form complementary base pairs with the target mRNA. The sole requirement is that the target RNA contains a 5′-UG-3′ nucleotide sequence. Hammerhead ribozyme sequences can be embedded in a stable RNA such as a transfer RNA (tRNA) to increase cleavage efficiency in vivo [Perriman et al. (1995) Proc. Natl. Acad. Sci. USA, 92(13):6175-6179; de Feyter and Gaudron Methods in Molecular Biology, Vol. 74, Chapter 43, “Expressing Ribozymes in Plants”, Edited by Turner, P. C, Humana Press Inc., Totowa, N.J.; U.S. Pat. No. 6,423,885]. RNA endoribonucleases such as that found in Tetrahymena thermophila are also useful ribozymes (U.S. Pat. No. 4,987,071).
Plant lines transformed with any of the downregulating molecules described hereinabove are screened to identify those that show the greatest inhibition of the endogenous polynucleotide or polypeptide-of-interest, and thereby the increase of the desired plant trait (e.g., yield, oil content, growth rate, biomass, vigor, NUE and/or ABST).
Thus, the invention encompasses plants exogenously expressing the polynucleotide(s), the nucleic acid constructs and/or polypeptide(s) of the invention. Once expressed within the plant cell or the entire plant, the level of the polypeptide encoded by the exogenous polynucleotide can be determined by methods well known in the art such as, activity assays, Western blots using antibodies capable of specifically binding the polypeptide, Enzyme-Linked ImmunoSorbent Assay (ELISA), radio-immuno-assays (RIA), immunohistochemistry, immunocytochemistry, immunofluorescence and the like.
The level of an RNA molecule-of interest in the plant [e.g., the RNA transcribed from the exogenous polynucleotide of the invention or the endogenous RNA which is targeted by the downregulating molecule of the invention] can be determined using methods well known in the art such as Northern blot analysis, reverse transcription polymerase chain reaction (RT-PCR) analysis (including quantitative, semi-quantitative or real-time RT-PCR) and RNA-in situ hybridization.
The endogenous homolog of the exogenous polynucleotide or polypeptide of the invention, or a fragment of the endogenous homolog (e.g. introns or untranslated regions) in the plant can be used as a marker for marker assisted selection (MAS), in which a marker is used for indirect selection of a genetic determinant or determinants of a trait of interest (e.g., biomass, growth rate, oil content, yield, abiotic stress tolerance and/or nitrogen use efficiency). These genes (DNA or RNA sequence) may contain or be linked to polymorphic sites or genetic markers on the genome such as restriction fragment length polymorphism (RFLP), microsatellites and single nucleotide polymorphism (SNP), DNA fingerprinting (DFP), amplified fragment length polymorphism (AFLP), expression level polymorphism, polymorphism of the encoded polypeptide and any other polymorphism at the DNA or RNA sequence.
Examples of marker assisted selections include, but are not limited to, selection for a morphological trait (e.g., a gene that affects form, coloration, male sterility or resistance such as the presence or absence of awn, leaf sheath coloration, height, grain color, aroma of rice); selection for a biochemical trait (e.g., a gene that encodes a protein that can be extracted and observed; for example, isozymes and storage proteins); selection for a biological trait (e.g., pathogen races or insect biotypes based on host pathogen or host parasite interaction can be used as a marker since the genetic constitution of an organism can affect its susceptibility to pathogens or parasites).
The polynucleotides and polypeptides described hereinabove can be used in a wide range of economical plants, in a safe and cost effective manner.
Plant lines exogenously expressing the polynucleotide or the polypeptide of the invention are screened to identify those that show the greatest increase of the desired plant trait.
The effect of the transgene (the exogenous polynucleotide encoding the polypeptide of the invention) or the downregulating molecule (e.g., RNA-interference molecule) on abiotic stress tolerance can be determined using known methods.
Abiotic stress tolerance—Transformed (i.e., expressing the transgene) and non-transformed (wild type) plants are exposed to an abiotic stress condition, such as water deprivation, suboptimal temperature (low temperature, high temperature), nutrient deficiency, nutrient excess, a salt stress condition, osmotic stress, heavy metal toxicity, anaerobiosis, atmospheric pollution and UV irradiation.
Salinity tolerance assay—Transgenic plants with tolerance to high salt concentrations are expected to exhibit better germination, seedling vigor or growth in high salt. Salt stress can be effected in many ways such as, for example, by irrigating the plants with a hyperosmotic solution, by cultivating the plants hydroponically in a hyperosmotic growth solution (e.g., Hoagland solution), or by culturing the plants in a hyperosmotic growth medium [e.g., 50% Murashige-Skoog medium (MS medium)]. Since different plants vary considerably in their tolerance to salinity, the salt concentration in the irrigation water, growth solution, or growth medium can be adjusted according to the specific characteristics of the specific plant cultivar or variety, so as to inflict a mild or moderate effect on the physiology and/or morphology of the plants (for guidelines as to appropriate concentration see, Bernstein and Kafkafi, Root Growth Under Salinity Stress In: Plant Roots, The Hidden Half 3rd ed. Waisel Y, Eshel A and Kafkafi U. (editors) Marcel Dekker Inc., New York, 2002, and reference therein).
For example, a salinity tolerance test can be performed by irrigating plants at different developmental stages with increasing concentrations of sodium chloride (for example 50 mM, 100 mM, 200 mM, 400 mM NaCl) applied from the bottom and from above to ensure even dispersal of salt. Following exposure to the stress condition the plants are frequently monitored until substantial physiological and/or morphological effects appear in wild type plants. Thus, the external phenotypic appearance, degree of wilting and overall success to reach maturity and yield progeny are compared between control and transgenic plants. Quantitative parameters of tolerance measured include, but are not limited to, the average wet and dry weight, the weight of the seeds yielded, the average seed size and the number of seeds produced per plant. Transformed plants not exhibiting substantial physiological and/or morphological effects, or exhibiting higher biomass than wild-type plants, are identified as abiotic stress tolerant plants.
Osmotic tolerance test—Osmotic stress assays (including sodium chloride and mannitol assays) are conducted to determine if an osmotic stress phenotype was sodium chloride-specific or if it was a general osmotic stress related phenotype. Plants which are tolerant to osmotic stress may have more tolerance to drought and/or freezing. For salt and osmotic stress germination experiments, the medium is supplemented for example with 50 mM, 100 mM, 200 mM NaCl or 100 mM, 200 mM NaCl, 400 mM mannitol.
Drought tolerance assay/osmoticum assay—Tolerance to drought is performed to identify the genes conferring better plant survival after acute water deprivation. To analyze whether the transgenic plants are more tolerant to drought, an osmotic stress produced by the presence of sorbitol or polyethylene glycol (PEG 8000) in the medium is performed. Control and transgenic plants are germinated and grown in plant-agar plates for 10 days, after which they are transferred to plates containing 1.5% PEG8000 or 500 mM of sorbitol. Plants are grown for about additional 10 days. The treatment causes growth retardation, then both control and transgenic plants are compared, by measuring plant weight (fresh and dry), yield, and by growth rates.
Conversely, soil-based drought screens are performed with plants overexpressing the polynucleotides detailed above. Seeds from control Arabidopsis plants, or other transgenic plants overexpressing the polypeptide of the invention are germinated and transferred to pots. Drought stress is obtained after irrigation is ceased accompanied by placing the pots on absorbent paper to enhance the soil-drying rate. Transgenic and control plants are compared to each other when the majority of the control plants develop severe wilting. Plants are re-watered after obtaining a significant fraction of the control plants displaying a severe wilting. Plants are ranked comparing to controls for each of two criteria: tolerance to the drought conditions and recovery (survival) following re-watering.
Cold stress tolerance—To analyze cold stress, mature (25 day old) plants are transferred to 4° C. chambers for 1 or 2 weeks, with constitutive light. Later on plants are moved back to greenhouse. Two weeks later damages from chilling period, resulting in growth retardation and other phenotypes, are compared between both control and transgenic plants, by measuring plant weight (wet and dry), and by comparing growth rates measured as time to flowering, plant size, yield, and the like.
Heat stress tolerance—Heat stress tolerance is achieved by exposing the plants to temperatures above 34° C. for a certain period. Plant tolerance is examined after transferring the plants back to 22° C. for recovery and evaluation after 5 days relative to internal controls (non-transgenic plants) or plants not exposed to neither cold or heat stress.
Germination tests—Germination tests compare the percentage of seeds from transgenic plants that could complete the germination process to the percentage of seeds from control plants that are treated in the same manner. Normal conditions are considered for example, incubations at 22° C. under 22-hour light 2-hour dark daily cycles. Evaluation of germination and seedling vigor is conducted between 4 and 14 days after planting. The basal media is 50% MS medium (Murashige and Skoog, 1962 Plant Physiology 15, 473-497).
Germination is checked also at unfavorable conditions such as cold (incubating at temperatures lower than 10° C. instead of 22° C.) or using seed inhibition solutions that contain high concentrations of an osmolyte such as sorbitol (at concentrations of 50 mM, 100 mM, 200 mM, 300 mM, 500 mM, and up to 1000 mM) or applying increasing concentrations of salt (of 50 mM, 100 mM, 200 mM, 300 mM, 500 mM NaCl).
The effect of the transgene (the exogenous polynucleotide encoding the polypeptide of the invention) or the downregulating molecule (e.g., RNA-interference molecule) on nitrogen use efficiency can be determined using known methods.
Nitrogen use efficiency assay using plantlets—Briefly, transgenic plants which are grown for 7-10 days in 0.5×MS [Murashige-Skoog] supplemented with a selection agent are transferred to two nitrogen fertilization conditions: MS media in which the combined nitrogen concentration (NH 4 NO 3 and KNO 3 ) was 0.75 mM (nitrogen deficiency). Usually, 20 randomly selected plants from each event of a gene are transferred to the media. Plants are allowed to grow for additional 10 days. At the end of the 10 days plants are removed from the plate and immediately weighed (fresh weight) and then dried for 24 and re-weight (dry weight for later statistical analysis). Transgenic plants are compared to control plants grown in parallel under the same conditions. Mock-transgenic plants used as control can be those transgenic plants expressing the uidA reporter gene (GUS) under the same promoter or transgenic plants harboring only the same promoter but lacking any reporter gene.
Grain protein concentration—Grain protein content (g grain protein m −2 ) is estimated as the product of the mass of grain N (g grain N m −2 ) multiplied by the N/protein conversion ratio of k-5.13 (Mosse 1990, supra). The grain protein concentration is estimated as the ratio of grain protein content per unit mass of the grain (g grain protein kg −1 grain).
The effect of the transgene (the exogenous polynucleotide encoding the polypeptide of the invention) or the downregulating molecule (e.g., RNA-interference molecule) on plant's vigor, growth rate, biomass, yield and/or oil content can be determined using known methods.
Plant vigor—The plant vigor can be calculated by the increase in growth parameters such as leaf area, fiber length, rosette diameter, plant fresh weight and the like per time.
Growth rate—The growth rate can be measured using digital analysis of growing plants. For example, images of plants growing in greenhouse on plot basis can be captured every 3 days and the rosette area can be calculated by digital analysis. Rosette area growth is calculated using the difference of rosette area between days of sampling divided by the difference in days between samples.
Evaluation of growth rate can be done by measuring plant biomass produced, rosette area, leaf size or root length per time (can be measured in cm 2 per day of leaf area).
Relative growth area can be calculated using Formula I.

Relative growth area rate=(ΔArea/Δ t )*(1/Area t 0) Formula I

Δt is the current analyzed image day subtracted from the initial day (t−t0).
Thus, the relative growth area rate is in units of 1/day and length growth rate is in units of 1/day.
Seed yield—Evaluation of the seed yield per plant can be done by measuring the amount (weight or size) or quantity (i.e., number) of dry seeds produced and harvested from 8-16 plants and divided by the number of plants.
For example, the total seeds from 8-16 plants can be collected, weighted using e.g., an analytical balance and the total weight can be divided by the number of plants.
Seed yield per growing area can be calculated in the same manner while taking into account the growing area given to a single plant. Increase seed yield per growing area could be achieved by increasing seed yield per plant, and/or by increasing number of plants capable of growing in a given area.
In addition, seed yield can be determined via the weight of 1000 seeds. The weight of 1000 seeds can be determined as follows: seeds are scattered on a glass tray and a picture is taken. Each sample is weighted and then using the digital analysis, the number of seeds in each sample is calculated.
The 1000 seeds weight can be calculated using formula II:

1000 Seed Weight=number of seed in sample/sample weight×1000 Formula II

The Harvest Index can be calculated using Formula III

Harvest Index=Average seed yield per plant/Average dry weight Formula III

Fiber length—Fiber length can be measured using fibrograph. The fibrograph system was used to compute length in terms of “Upper Half Mean” length. The upper half mean (UHM) is the average length of longer half of the fiber distribution. The fibrograph measures length in span lengths at a given percentage point (cottoninc (dot) com/ClassificationofCotton/?Pg=4#Length).
Oil content—The oil content of a plant can be determined by extraction of the oil from the seed or the vegetative portion of the plant. Briefly, lipids (oil) can be removed from the plant (e.g., seed) by grinding the plant tissue in the presence of specific solvents (e.g., hexane or petroleum ether) and extracting the oil in a continuous extractor. Indirect oil content analysis can be carried out using various known methods such as Nuclear Magnetic Resonance (NMR) Spectroscopy, which measures the resonance energy absorbed by hydrogen atoms in the liquid state of the sample [See for example, Conway T F. and Earle F R., 1963, Journal of the American Oil Chemists' Society; Springer Berlin/Heidelberg, ISSN: 0003-021X (Print) 1558-9331 (Online)]; the Near Infrared (NI) Spectroscopy, which utilizes the absorption of near infrared energy (1100-2500 nm) by the sample; and a method described in WO/2001/023884, which is based on extracting oil a solvent, evaporating the solvent in a gas stream which forms oil particles, and directing a light into the gas stream and oil particles which forms a detectable reflected light.
Thus, the present invention is of high agricultural value for promoting the yield of commercially desired crops (e.g., biomass of vegetative organ such as poplar wood, or reproductive organ such as number of seeds or seed biomass).
Any of the transgenic plants described hereinabove or parts thereof may be processed to produce a feed, meal, protein or oil preparation, such as for ruminant animals.
The transgenic plants described hereinabove, which exhibit increased oil content can be used to produce plant oil (by extracting the oil from the plant).
The plant oil (including the seed oil and/or the vegetative portion oil) produced according to the method of the invention may be combined with a variety of other ingredients. The specific ingredients included in a product are determined according to the intended use. Exemplary products include animal feed, raw material for chemical modification, biodegradable plastic, blended food product, edible oil, biofuel, cooking oil, lubricant, biodiesel, snack food, cosmetics, and fermentation process raw material. Exemplary products to be incorporated to the plant oil include animal feeds, human food products such as extruded snack foods, breads, as a food binding agent, aquaculture feeds, fermentable mixtures, food supplements, sport drinks, nutritional food bars, multi-vitamin supplements, diet drinks, and cereal foods. According to some embodiments of the invention, the oil comprises a seed oil.
According to some embodiments of the invention, the oil comprises a vegetative portion oil.
According to some embodiments of the invention, the plant cell forms a part of a plant.
As used herein the term “about” refers to ±10%.
The terms “comprises”, “comprising”, “includes”, “including”, “having” and their conjugates mean “including but not limited to”.
The term “consisting of means “including and limited to”.
The term “consisting essentially of” means that the composition, method or structure may include additional ingredients, steps and/or parts, but only if the additional ingredients, steps and/or parts do not materially alter the basic and novel characteristics of the claimed composition, method or structure.
As used herein, the singular form “a”, “an” and “the” include plural references unless the context clearly dictates otherwise. For example, the term “a compound” or “at least one compound” may include a plurality of compounds, including mixtures thereof.
Throughout this application, various embodiments of this invention may be presented in a range format. It should be understood that the description in range format is merely for convenience and brevity and should not be construed as an inflexible limitation on the scope of the invention. Accordingly, the description of a range should be considered to have specifically disclosed all the possible sub-ranges as well as individual numerical values within that range. For example, description of a range such as from 1 to 6 should be considered to have specifically disclosed sub-ranges such as from 1 to 3, from 1 to 4, from 1 to 5, from 2 to 4, from 2 to 6, from 3 to 6 etc., as well as individual numbers within that range, for example, 1, 2, 3, 4, 5, and 6. This applies regardless of the breadth of the range.
Whenever a numerical range is indicated herein, it is meant to include any cited numeral (fractional or integral) within the indicated range. The phrases “ranging/ranges between” a first indicate number and a second indicate number and “ranging/ranges from” a first indicate number “to” a second indicate number are used herein interchangeably and are meant to include the first and second indicated numbers and all the fractional and integral numerals therebetween.
As used herein the term “method” refers to manners, means, techniques and procedures for accomplishing a given task including, but not limited to, those manners, means, techniques and procedures either known to, or readily developed from known manners, means, techniques and procedures by practitioners of the chemical, pharmacological, biological, biochemical and medical arts.
It is appreciated that certain features of the invention, which are, for clarity, described in the context of separate embodiments, may also be provided in combination in a single embodiment. Conversely, various features of the invention, which are, for brevity, described in the context of a single embodiment, may also be provided separately or in any suitable subcombination or as suitable in any other described embodiment of the invention. Certain features described in the context of various embodiments are not to be considered essential features of those embodiments, unless the embodiment is inoperative without those elements.
Various embodiments and aspects of the present invention as delineated hereinabove and as claimed in the claims section below find experimental support in the following examples.
Unless otherwise defined, all technical and/or scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which the invention pertains. Although methods and materials similar or equivalent to those described herein can be used in the practice or testing of embodiments of the invention, exemplary methods and/or materials are described below. In case of conflict, the patent specification, including definitions, will control. In addition, the materials, methods, and examples are illustrative only and are not intended to be necessarily limiting.
EXAMPLES
Reference is now made to the following examples, which together with the above descriptions illustrate some embodiments of the invention in a non limiting fashion.
Generally, the nomenclature used herein and the laboratory procedures utilized in the present invention include molecular, biochemical, microbiological and recombinant DNA techniques. Such techniques are thoroughly explained in the literature. See, for example, “Molecular Cloning: A laboratory Manual” Sambrook et al., (1989); “Current Protocols in Molecular Biology” Volumes I-III Ausubel, R. M., ed. (1994); Ausubel et al., “Current Protocols in Molecular Biology”, John Wiley and Sons, Baltimore, Md. (1989); Perbal, “A Practical Guide to Molecular Cloning”, John Wiley & Sons, New York (1988); Watson et al., “Recombinant DNA”, Scientific American Books, New York; Birren et al. (eds) “Genome Analysis: A Laboratory Manual Series”, Vols. 1-4, Cold Spring Harbor Laboratory Press, New York (1998); methodologies as set forth in U.S. Pat. Nos. 4,666,828; 4,683,202; 4,801,531; 5,192,659 and 5,272,057; “Cell Biology: A Laboratory Handbook”, Volumes I-III Cellis, J. E., ed. (1994); “Current Protocols in Immunology” Volumes I-III Coligan J. E., ed. (1994); Stites et al. (eds), “Basic and Clinical Immunology” (8th Edition), Appleton & Lange, Norwalk, Conn. (1994); Mishell and Shiigi (eds), “Selected Methods in Cellular Immunology”, W. H. Freeman and Co., New York (1980); available immunoassays are extensively described in the patent and scientific literature, see, for example, U.S. Pat. Nos. 3,791,932; 3,839,153; 3,850,752; 3,850,578; 3,853,987; 3,867,517; 3,879,262; 3,901,654; 3,935,074; 3,984,533; 3,996,345; 4,034,074; 4,098,876; 4,879,219; 5,011,771 and 5,281,521; “Oligonucleotide Synthesis” Gait, M. J., ed. (1984); “Nucleic Acid Hybridization” Hames, B. D., and Higgins S. J., eds. (1985); “Transcription and Translation” Hames, B. D., and Higgins S. J., Eds. (1984); “Animal Cell Culture” Freshney, R. I., ed. (1986); “Immobilized Cells and Enzymes” IRL Press, (1986); “A Practical Guide to Molecular Cloning” Perbal, B., (1984) and “Methods in Enzymology” Vol. 1-317, Academic Press; “PCR Protocols: A Guide To Methods And Applications”, Academic Press, San Diego, Calif. (1990); Marshak et al., “Strategies for Protein Purification and Characterization—A Laboratory Course Manual” CSHL Press (1996); all of which are incorporated by reference as if fully set forth herein. Other general references are provided throughout this document. The procedures therein are believed to be well known in the art and are provided for the convenience of the reader. All the information contained therein is incorporated herein by reference.
Example 1
Gene Identification and Gene Role Prediction Using Bioinformatics Tools
The present inventors have identified polynucleotides which can increase plant yield, seed yield, oil yield, oil content, biomass, growth rate, abiotic stress tolerance, nitrogen use efficiency and/or vigor of a plant, as follows.
The nucleotide sequence datasets used here were from publicly available databases or from sequences obtained using the Solexa technology (e.g. Barley and Sorghum). Sequence data from 100 different plant species was introduced into a single, comprehensive database. Other information on gene expression, protein annotation, enzymes and pathways were also incorporated. Major databases used include:
Genomes
Arabidopsis genome [TAIR genome version 6 (arabidopsis (dot) org/)];
Rice genome [IRGSP build 4.0 (rgp (dot) dna (dot) affrc (dot) go (dot) jp/IRGSP/)];
Poplar [Populus trichocarpa release 1.1 from JGI (assembly release v1.0) (genome (dot) jgi-psf (dot) org/)];
Brachypodium [JGI 4× assembly, brachpodium (dot) org)];
Soybean [DOE-JGI SCP, version Glyma0 (phytozome (dot) net/)];
Grape [French-Italian Public Consortium for Grapevine Genome Characterization grapevine genome (genoscope (dot) cns (dot) fr/)];
Castorbean [TIGR/J Craig Venter Institute 4× assembly [jcvi (dot) org/r_communis];
Sorghum [DOE-JGI SCP, version Sbi1 [phytozome (dot) net/)];
Partially assembled genome of Maize [maizesequence (dot) org/];
Expressed EST and mRNA Sequences were Extracted from the Following Databases:
GenBank versions 154, 157, 160, 161, 164, 165, 166 and 168 (ncbi (dot) nlm (dot) nih (dot) gov/dbEST/);
RefSeq (ncbi (dot) nlm (dot) nih (dot) gov/RefSeq/);
TAIR (arabidopsis (dot) org/);
Protein and Pathway Databases
Uniprot [uniprot (dot) org/].
AraCyc [arabidopsis (dot) org/biocyc/index (dot) jsp].
ENZYME [expasy (dot) org/enzyme/].
Microarray Datasets were Downloaded from:
GEO (ncbi (dot) nlm (dot) nih (dot) gov/geo/)
TAIR (arabidopsis (dot) org/).
Proprietary Evogene's microarray data (See WO2008/122980 to Evogene and Example 3 below.
QTL and SNPs Information
Gramene [gramene (dot) org/qtl/].
Panzea [panzea (dot) org/index (dot) html].
Database Assembly—was performed to build a wide, rich, reliable annotated and easy to analyze database comprised of publicly available genomic mRNA, ESTs DNA sequences, data from various crops as well as gene expression, protein annotation and pathway data QTLs, and other relevant information.
Database assembly is comprised of a toolbox of gene refining, structuring, annotation and analysis tools enabling to construct a tailored database for each gene discovery project. Gene refining and structuring tools enable to reliably detect splice variants and antisense transcripts, generating understanding of various potential phenotypic outcomes of a single gene. The capabilities of the “LEADS” platform of Compugen LTD for analyzing human genome have been confirmed and accepted by the scientific community [see e.g., “Widespread Antisense Transcription”, Yelin, et al. (2003) Nature Biotechnology 21, 379-85; “Splicing of Alu Sequences”, Lev-Maor, et al. (2003) Science 300 (5623), 1288-91; “Computational analysis of alternative splicing using EST tissue information”, Xie H et al. Genomics 2002], and have been proven most efficient in plant genomics as well.
EST clustering and gene assembly—For gene clustering and assembly of organisms with available genome sequence data (arabidopsis, rice, castorbean, grape, brachypodium, poplar, soybean, sorghum) the genomic LEADS version (GANG) was employed. This tool allows most accurate clustering of ESTs and mRNA sequences on genome, and predicts gene structure as well as alternative splicing events and anti-sense transcription.
For organisms with no available full genome sequence data, “expressed LEADS” clustering software was applied.
Gene annotation—Predicted genes and proteins were annotated as follows: Blast search [blast (dot) ncbi (dot) nlm (dot) nih (dot) gov/Blast (dot) cgi] against all plant UniProt [uniprot (dot) org/] sequences was performed. Open reading frames of each putative transcript were analyzed and longest ORF with higher number of homologues was selected as predicted protein of the transcript. The predicted proteins were analyzed by InterPro [ebi (dot) ac (dot) uk/interpro/].
Blast against proteins from AraCyc and ENZYME databases was used to map the predicted transcripts to AraCyc pathways.
Predicted proteins from different species were compared using blast algorithm [ncbi (dot) nlm (dot) nih (dot) gov/Blast (dot) cgi] to validate the accuracy of the predicted protein sequence, and for efficient detection of orthologs.
Gene expression profiling—Several data sources were exploited for gene expression profiling which combined microarray data and digital expression profile (see below). According to gene expression profile, a correlation analysis was performed to identify genes which are co-regulated under different developmental stages and environmental conditions and which are associated with different phenotypes.
Publicly available microarray datasets were downloaded from TAIR and NCBI GEO sites, renormalized, and integrated into the database. Expression profiling is one of the most important resource data for identifying genes important for yield.
A digital expression profile summary was compiled for each cluster according to all keywords included in the sequence records comprising the cluster. Digital expression, also known as electronic Northern Blot, is a tool that displays virtual expression profile based on the EST sequences forming the gene cluster. The tool provides the expression profile of a cluster in terms of plant anatomy (e.g., the tissue/organ in which the gene is expressed), developmental stage (the developmental stages at which a gene can be found) and profile of treatment (provides the physiological conditions under which a gene is expressed such as drought, cold, pathogen infection, etc). Given a random distribution of ESTs in the different clusters, the digital expression provides a probability value that describes the probability of a cluster having a total of N ESTs to contain X ESTs from a certain collection of libraries. For the probability calculations, the following is taken into consideration: a) the number of ESTs in the cluster, b) the number of ESTs of the implicated and related libraries, c) the overall number of ESTs available representing the species. Thereby clusters with low probability values are highly enriched with ESTs from the group of libraries of interest indicating a specialized expression.
Recently, the accuracy of this system was demonstrated by Portnoy et al., 2009 (Analysis Of The Melon Fruit Transcriptome Based On 454 Pyrosequencing) in: Plant & Animal Genomes XVII Conference, San Diego, Calif. Transcriptomic analysis, based on relative EST abundance in data was performed by 454 pyrosequencing of cDNA representing mRNA of the melon fruit. Fourteen double strand cDNA samples obtained from two genotypes, two fruit tissues (flesh and rind) and four developmental stages were sequenced. GS FLX pyrosequencing (Roche/454 Life Sciences) of non-normalized and purified cDNA samples yielded 1,150,657 expressed sequence tags that assembled into 67,477 unigenes (32,357 singletons and 35,120 contigs). Analysis of the data obtained against the Cucurbit Genomics Database [icugi (dot) org/] confirmed the accuracy of the sequencing and assembly. Expression patterns of selected genes fitted well their qRT-PCR data.
The concepts of orthology and paralogy have recently been applied to functional characterizations and classifications on the scale of whole-genome comparisons. Orthologs and paralogs constitute two major types of homologs: The first evolved from a common ancestor by specialization, and the latter are related by duplication events. It is assumed that paralogs arising from ancient duplication events are likely to have diverged in function while true orthologs are more likely to retain identical function over evolutionary time.
To identify putative orthologs of the genes affecting plant yield, oil yield, oil content, seed yield, growth rate, vigor, biomass, abiotic stress tolerance and/or nitrogen use efficiency, all sequences were aligned using the BLAST (Basic Local Alignment Search Tool). Sequences sufficiently similar were tentatively grouped. These putative orthologs were further organized under a Phylogram—a branching diagram (tree) assumed to be a representation of the evolutionary relationships among the biological taxa. Putative ortholog groups were analyzed as to their agreement with the phylogram and in cases of disagreements these ortholog groups were broken accordingly. Expression data was analyzed and the EST libraries were classified using a fixed vocabulary of custom terms such as developmental stages (e.g., genes showing similar expression profile through development with up regulation at specific stage, such as at the seed filling stage) and/or plant organ (e.g., genes showing similar expression profile across their organs with up regulation at specific organs such as seed). The annotations from all the ESTs clustered to a gene were analyzed statistically by comparing their frequency in the cluster versus their abundance in the database, allowing the construction of a numeric and graphic expression profile of that gene, which is termed “digital expression”. The rationale of using these two complementary methods with methods of phenotypic association studies of QTLs, SNPs and phenotype expression correlation is based on the assumption that true orthologs are likely to retain identical function over evolutionary time. These methods provide different sets of indications on function similarities between two homologous genes, similarities in the sequence level—identical amino acids in the protein domains and similarity in expression profiles.
Overall, 50 genes were identified to have a major impact on plant yield, seed yield, oil yield, oil content, biomass, growth rate, vigor, abiotic stress tolerance (ABST) and/or nitrogen use efficiency (NUE) when expressed in a plant. The identified genes, their curated polynucleotide and polypeptide sequences, as well as their updated sequences according to Genbank database are provided in Table 1, hereinbelow.





TABLE 1



Identified polynucleotides which affect plant yield, seed yield, oil yield, oil content,

biomass, growth rate, vigor, abiotic stress tolerance and/or nitrogen use efficiency of

a plant










Polynucleotide
Polypeptide

Gene Name
Cluster Name
Organism
SEQ ID NO:
SEQ ID NO:









BDL100
rice|gb157.2|BI812936
rice
1
51

BDL100


1
723

BDL106
canola|gb161|DY020650
canola
2
52

BDL106


724
52

BDL108
canola|gb161|CD818601
canola
3
53

BDL108


725
742

BDL108


726
743

BDL110
canola|gb161|CD814521
canola
4
54

BDL110


727
744

BDL110


728
745

BDL111
canola|gb161|CN829852
canola
5
55

BDL111


729
746

BDL111


730
747

BDL112
arabidopsis|gb165|AT3G23510

arabidopsis

6
56

BDL113
arabidopsis|gb165|AT2G45310

arabidopsis

7
57

BDL114
arabidopsis|gb165|AT5G27820

arabidopsis

8
58

BDL115
arabidopsis|gb165|AT4G11090

arabidopsis

9
59

BDL116
arabidopsis|gb165|AT4G24175

arabidopsis

10
60

BDL119
arabidopsis|gb165|AT3G47965

arabidopsis

11
61

BDL119


731
748

BDL120
arabidopsis|gb165|AT3G03230

arabidopsis

12
62

BDL120


732
749

BDL122
arabidopsis|gb165|AT3G49000

arabidopsis

13
63

BDL123
arabidopsis|gb165|AT2G21860

arabidopsis

14
64

BDL124
arabidopsis|gb165|AT5G51590

arabidopsis

15
65

BDL124


733
750

BDL125
arabidopsis|gb165|AT3G16180

arabidopsis

16
66

BDL125


734
751

BDL127
arabidopsis|gb165|AT3G44940

arabidopsis

17
67

BDL128
arabidopsis|gb165|AT1G60770

arabidopsis

18
68

BDL129
arabidopsis|gb165|AT4G08690

arabidopsis

19
69

BDL129


735
69

BDL130
arabidopsis|gb165|AT3G03870

arabidopsis

20
70

BDL130


736
752

BDL131
arabidopsis|gb165|AT4G27450

arabidopsis

21
71

BDL131


737
71

BDL132
arabidopsis|gb165|AT4G23730

arabidopsis

22
72

BDL133
arabidopsis|gb165|AT3G06150

arabidopsis

23
73

BDL134
arabidopsis|gb165|AT3G28420

arabidopsis

24
74

BDL134


738
753

BDL135
arabidopsis|gb165|AT3G18600

arabidopsis

25
75

BDL136
arabidopsis|gb165|AT3G22990

arabidopsis

26
76

BDL137
arabidopsis|gb165|AT5G14530

arabidopsis

27
77

BDL139
arabidopsis|gb165|AT1G29800

arabidopsis

28
78

BDL141
arabidopsis|gb165|AT1G29980

arabidopsis

29
79

BDL142
arabidopsis|gb165|AT2G39110

arabidopsis

30
80

BDL142


30
754

BDL143
arabidopsis|gb165|AT1G62810

arabidopsis

31
81

BDL143


739
81

BDL144
arabidopsis|gb165|AT3G14890

arabidopsis

32
82

BDL145
arabidopsis|gb165|AT1G24470

arabidopsis

33
83

BDL145


740
83

BDL146
arabidopsis|gb165|AT3G09310

arabidopsis

34
84

BDL146


741
84

BDL148
arabidopsis|gb165|AT4G35785

arabidopsis

35
85

BDL42
arabidopsis|gb165|AT5G13170

arabidopsis

36
86

BDL46
arabidopsis|gb165|AT2G13690

arabidopsis

37
87

BDL46


719
87

BDL51
arabidopsis|gb165|AT5G64260

arabidopsis

38
88

BDL52
tomato|gb164|BG127438
tomato
39
89

BDL52


716
89

BDL54
arabidopsis|gb165|AT2G41090

arabidopsis

40
90

BDL56
arabidopsis|gb165|AT2G32990

arabidopsis

41
91

BDL59
arabidopsis|gb165|AT5G07110

arabidopsis

42
92

BDL59


717
92

BDL60
arabidopsis|gb165|AT2G45200

arabidopsis

43
93

BDL65
arabidopsis|gb165|AT4G20360

arabidopsis

44
94

BDL67
arabidopsis|gb165|AT1G73600

arabidopsis

45
95

BDL68
arabidopsis|gb165|AT2G17280

arabidopsis

46
96

BDL78
arabidopsis|gb165|AT3G26520

arabidopsis

47
97

BDL78


718
720

BDL82
arabidopsis|gb165|AT1G21790

arabidopsis

48
98

BDL89
rice|gb157.2|AA749665
rice
49
99

BDL89


49
721

BDL95
rice|gb157.2|AU062876
rice
50
100

BDL95


50
722



Table 1: Provided are the identified genes, their annotation, organism and polynucleotide and polypeptide sequence identifiers.

Note that SEQ ID NOs: 716-719 and 724-741 are variants of the identified polynucleotides and SEQ ID NOs: 720-723 and 742-754 are variants of the identified polypeptides.






































































































Example 2
Identification of Homologous Sequences that Increase Seed Yield, Oil Yield, Growth Rate, Oil Content, Biomass, Vigor, ABST and/or NUE of a Plant
The search and identification of homologous genes involves the screening of sequence information available, for example, in public databases such as the DNA Database of Japan (DDBJ), Genbank, and the European Molecular Biology Laboratory Nucleic Acid Sequence Database (EMBL) or versions thereof or the MIPS database. A number of different search algorithms have been developed, including but not limited to the suite of programs referred to as BLAST programs. There are five implementations of BLAST, three designed for nucleotide sequence queries (BLASTN, BLASTX, and TBLASTX) and two designed for protein sequence queries (BLASTP and TBLASTN) (Coulson, Trends in Biotechnology: 76-80, 1994; Birren et al., Genome Analysis, I: 543, 1997). Such methods involve alignment and comparison of sequences. The BLAST algorithm calculates percent sequence identity and performs a statistical analysis of the similarity between the two sequences. The software for performing BLAST analysis is publicly available through the National Centre for Biotechnology Information. Other such software or algorithms are GAP, BESTFIT, FASTA and TFASTA. GAP uses the algorithm of Needleman and Wunsch (J. Mol. Biol. 48: 443-453, 1970) to find the alignment of two complete sequences that maximizes the number of matches and minimizes the number of gaps.
The homologous genes may belong to the same gene family. The analysis of a gene family may be carried out using sequence similarity analysis. To perform this analysis one may use standard programs for multiple alignments e.g. Clustal W. A neighbour-joining tree of the proteins homologous to the genes in this invention may be used to provide an overview of structural and ancestral relationships. Sequence identity may be calculated using an alignment program as described above. It is expected that other plants will carry a similar functional gene (ortholog) or a family of similar genes and those genes will provide the same preferred phenotype as the genes presented here. Advantageously, these family members may be useful in the methods of the invention. Example of other plants are included here but not limited to, barley ( Hordeum vulgare ), Arabidopsis ( Arabidopsis thaliana ), maize ( Zea mays ), cotton ( Gossypium spp.), Oilseed rape ( Brassica napus ), Rice ( Oryza sativa ), Sugar cane ( Saccharum officinarum ), Sorghum ( Sorghum bicolor ), Soybean ( Glycine max ), Sunflower ( Helianthus annuus ), Tomato ( Lycopersicon esculentum ), Wheat ( Triticum aestivum ).
The above-mentioned analyses for sequence homology can be carried out on a full-length sequence, but may also be based on a comparison of certain regions such as conserved domains. The identification of such domains, would also be well within the realm of the person skilled in the art and would involve, for example, a computer readable format of the nucleic acids of the present invention, the use of alignment software programs and the use of publicly available information on protein domains, conserved motifs and boxes. This information is available in the PRODOM (biochem (dot) ucl (dot) ac (dot) uk/bsm/dbbrowser/protocol/prodomqry (dot) html), PIR (pir (dot) Georgetown (dot) edu/) or Pfam (sanger (dot) ac (dot) uk/Software/Pfam/) database. Sequence analysis programs designed for motif searching may be used for identification of fragments, regions and conserved domains as mentioned above. Preferred computer programs include, but are not limited to, MEME, SIGNALSCAN, and GENESCAN.
A person skilled in the art may use the homologous sequences provided herein to find similar sequences in other species and other organisms. Homologues of a protein encompass, peptides, oligopeptides, polypeptides, proteins and enzymes having amino acid substitutions, deletions and/or insertions relative to the unmodified protein in question and having similar biological and functional activity as the unmodified protein from which they are derived. To produce such homologues, amino acids of the protein may be replaced by other amino acids having similar properties (conservative changes, such as similar hydrophobicity, hydrophilicity, antigenicity, propensity to form or break a-helical structures or 3-sheet structures). Conservative substitution tables are well known in the art (see for example Creighton (1984) Proteins. W.H. Freeman and Company). Homologues of a nucleic acid encompass nucleic acids having nucleotide substitutions, deletions and/or insertions relative to the unmodified nucleic acid in question and having similar biological and functional activity as the unmodified nucleic acid from which they are derived.
Genes identified in publicly available sequence databases as sharing high sequence homology to the arabidopsis genes identified herein are summarized in Table 2 below. Those genes are expected to increase plant yield, seed yield, oil yield, oil content, growth rate, biomass, vigor, ABST and/or NUE of a plant have been identified from the databases using BLAST software (BLASTP and TBLASTN) and are provided in Table 2, hereinbelow.





TABLE 2



Homologous polynucleotides and polypeptides









Polynuc.


Polypept.
Homology



SEQ ID


SEQ ID
to SEQ ID
%


NO:
Cluster name
Organism
NO:
NO:
identity
Algorithm











101
brachypodium|gb169|BE415618

brachypodium

379
51
88.81
blastp

102
maize|gb169.2|AI600710
maize
380
51
90.11
blastp

103
maize|gb169.2|AI615263
maize
381
51
91.09
blastp

104
sorghum|gb161.crp|AI987481

sorghum

382
51
81.43
blastp

105
sugarcane|gb157.3|CA081111
sugarcane
383
51
86.03
blastp

106
switchgrass|gb167|FE601953
switchgrass
384
51
90.99
blastp

107
wheat|gb164|BE490052
wheat
385
51
89.72
blastp

108
b_rapa|gb162|EX108797
b_rapa
386
52
80
tblastn

109
b_rapa|gb162|EX138742
b_rapa
387
52
92.86
blastp

110
canola|gb161|CD821478
canola
388
52
80
tblastn

111
radish|gb164|EV569061
radish
389
52
83.1
tblastn

112
antirrhinum|gb166|AJ558675

antirrhinum

390
53
80.77
blastp

113
apple|gb157.3|CN580529
apple
391
53
80.22
blastp

114
arabidopsis|gb165|AT5G15750

arabidopsis

392
53
88.46
blastp

115
b_rapa|gb162|CX270798
b_rapa
393
53
93.41
blastp

116
b_rapa|gb162|DY009670
b_rapa
394
53
99.45
blastp

117
bean|gb167|CA897445
bean
395
53
84.07
blastp

118
cacao|gb167|CU485233

cacao

396
53
84.07
blastp

119
canola|gb161|EE456125
canola
397
53
91.21
blastp

120
centaurea|gb166|EH737065

centaurea

398
53
80.22
blastp

121
citrus|gb166|CB304606

citrus

399
53
82.97
blastp

122
cotton|gb164|BQ409188
cotton
400
53
86.26
blastp

123
cowpea|gb166|FF400239
cowpea
401
53
82.97
blastp

124
cynara|gb167|GE592319

cynara

402
53
81.32
blastp

125
dandelion|gb161|DY824742
dandelion
403
53
81.87
tblastn

126
grape|gb160|CA813426
grape
404
53
84.07
blastp

127
ipomoea|gb157.2|CJ749317

ipomoea

405
53
83.06
blastp

128
kiwi|gb166|FG473358
kiwi
406
53
82.42
blastp

129
lettuce|gb157.2|DW152666
lettuce
407
53
80.77
blastp

130
melon|gb165|EB714755
melon
408
53
80.22
tblastn

131
radish|gb164|EV526240
radish
409
53
95.63
blastp

132
radish|gb164|EV537766
radish
410
53
95.63
blastp

133
soybean|gb168|BE202985
soybean
411
53
83.52
blastp

134
soybean|gb168|BM139685
soybean
412
53
83.52
blastp

135
sunflower|gb162|CD851096
sunflower
413
53
82.97
blastp

136
thellungiella|gb167|BY810244

thellungiella

414
53
91.21
tblastn

137
triphysaria|gb164|BM356672

triphysaria

415
53
81.87
blastp

138
arabidopsis|gb165|AT1G21760

arabidopsis

416
54
92.38
blastp

139
b_oleracea|gb161|AM059122
b_oleracea
417
54
99.39
blastp

140
b_rapa|gb162|DN965363
b_rapa
418
54
86.06
blastp

141
cotton|gb164|CO083170
cotton
419
54
80.06
tblastn

142
peanut|gb167|ES716655
peanut
420
54
80.06
blastp

143
radish|gb164|EV546747
radish
421
54
99.39
blastp

144
soybean|gb168|AI967832
soybean
422
54
80.66
blastp

145
soybean|gb168|AW395758
soybean
423
54
80.97
blastp

146
arabidopsis|gb165|AT3G23530

arabidopsis

424
56
96.89
blastp

147
arabidopsis|gb165|AT1G02000

arabidopsis

425
57
82.31
blastp

148
arabidopsis|gb165|AT2G45315

arabidopsis

426
57
86.5
tblastn

149
arabidopsis|gb165|AT4G00110

arabidopsis

427
57
83.07
blastp

150
b_rapa|gb162|CV544806
b_rapa
428
57
82.42
blastp

151
canola|gb161|CD830303
canola
429
57
82.65
blastp

152
citrus|gb166|CK740093

citrus

430
57
83.98
blastp

153
soybean|gb168|AW704756
soybean
431
57
80.78
blastp

154
soybean|gb168|CB540306
soybean
432
57
81.69
blastp

155
tomato|gb164|BG126144
tomato
433
57
81.01
tblastn

156
b_rapa|gb162|CV432750
b_rapa
434
58
95.61
blastp

157
b_rapa|gb162|ES933357
b_rapa
435
58
93.86
blastp

158
canola|gb161|CN730767
canola
436
58
94.74
blastp

159
canola|gb161|CX193104
canola
437
58
92.98
blastp

160
canola|gb161|EE472289
canola
438
58
94.74
blastp

161
canola|gb161|EV217368
canola
439
58
94.74
blastp

162
cassava|gb164|DV446328
cassava
440
58
82.61
blastp

163
citrus|gb166|CX667844

citrus

441
58
81.58
blastp

164
papaya|gb165|EX265359

papaya

442
58
81.58
blastp

165
radish|gb164|EW733783
radish
443
58
95.61
blastp

166
radish|gb164|FD535333
radish
444
58
94.74
blastp

167
canola|gb161|CD820476
canola
445
59
83.1
blastp

168
arabidopsis|gb165|AT1G31258

arabidopsis

446
61
97.73
blastp

169
arabidopsis|gb165|AT3G03240

arabidopsis

447
62
81.44
blastp

170
canola|gb161|CD818131
canola
448
62
81.68
blastp

171
radish|gb164|EX894603
radish
449
66
89.23
blastp

172
canola|gb161|CD814119
canola
450
68
86.35
blastp

173
canola|gb161|CD816209
canola
451
68
85.19
blastp

174
b_rapa|gb162|ES934568
b_rapa
452
69
87.04
tblastn

175
radish|gb164|EV538975
radish
453
69
84.39
blastp

176
apple|gb157.3|AU223507
apple
454
71
81.18
blastp

177
apple|gb157.3|CN579496
apple
455
71
82.35
blastp

178
b_oleracea|gb161|AM385211
b_oleracea
456
71
97.2
blastp

179
b_oleracea|gb161|AM386119
b_oleracea
457
71
83.6
blastp

180
b_rapa|gb162|CX273145
b_rapa
458
71
95.6
blastp

181
b_rapa|gb162|EX022604
b_rapa
459
71
96
blastp

182
bean|gb167|FE686571
bean
460
71
80.31
blastp

183
cacao|gb167|EH057755

cacao

461
71
83.07
blastp

184
canola|gb161|CD834729
canola
462
71
95.6
blastp

185
canola|gb161|CX192269
canola
463
71
97.2
blastp

186
canola|gb161|H74607
canola
464
71
95.6
blastp

187
cassava|gb164|DV443366
cassava
465
71
82.35
blastp

188
citrus|gb166|BQ625207

citrus

466
71
81.57
blastp

189
cotton|gb164|AI054775
cotton
467
71
82.75
blastp

190
cowpea|gb166|FC457888
cowpea
468
71
80.71
blastp

191
cynara|gb167|GE589236

cynara

469
71
80.4
tblastn

192
dandelion|gb161|DY816357
dandelion
470
71
81.64
blastp

193
grape|gb160|BM436371
grape
471
71
80.39
blastp

194
lettuce|gb157.2|DW046017
lettuce
472
71
81.57
blastp

195
lettuce|gb157.2|DW076019
lettuce
473
71
81.96
blastp

196
lettuce|gb157.2|DW110290
lettuce
474
71
81.57
blastp

197
lettuce|gb157.2|DW153964
lettuce
475
71
82.35
blastp

198
lotus|gb157.2|CN825209

lotus

476
71
81.89
blastp

199
melon|gb165|AM715906
melon
477
71
81.89
blastp

200
papaya|gb165|EX227683

papaya

478
71
83.46
blastp

201
peach|gb157.2|BU039450
peach
479
71
81.18
blastp

202
peanut|gb167|CX127963
peanut
480
71
80.48
tblastn

203
poplar|gb157.2|BI068247
poplar
481
71
80.78
blastp

204
prunus|gb167|BU039450

prunus

482
71
81.18
blastp

205
radish|gb164|EV567811
radish
483
71
92.8
tblastn

206
radish|gb164|EV568452
radish
484
71
96.8
blastp

207
radish|gb164|EV572670
radish
485
71
82.4
blastp

208
safflower|gb162|EL387585
safflower
486
71
80.31
blastp

209
soybean|gb168|AF272360
soybean
487
71
83.07
blastp

210
soybean|gb168|AL370910
soybean
488
71
82.68
blastp

211
soybean|gb168|BE661209
soybean
489
71
80
tblastn

212
strawberry|gb164|CO817556
strawberry
490
71
81.18
blastp

213
sunflower|gb162|DY915187
sunflower
491
71
82
tblastn

214
sunflower|gb162|DY939330
sunflower
492
71
82
tblastn

215
walnuts|gb166|CB303475
walnuts
493
71
82.28
blastp

216
walnuts|gb166|CB303477
walnuts
494
71
80.8
tblastn

217
b_rapa|gb162|EX017049
b_rapa
495
72
89.87
blastp

218
canola|gb161|CD831601
canola
496
72
82.28
tblastn

219
radish|gb164|EV547036
radish
497
72
89.87
blastp

220
canola|gb161|CX189942
canola
498
76
89.59
blastp

221
canola|gb161|H74865
canola
499
77
87.26
blastp

222
castorbean|gb160|EG664225
castorbean
500
77
80.91
tblastn

223
cotton|gb164|BG442642
cotton
501
77
81.82
tblastn

224
grape|gb160|CB916567
grape
502
77
80.24
blastp

225
poplar|gb157.2|BU816880
poplar
503
77
80.61
tblastn

226
radish|gb164|EV537923
radish
504
77
86.61
blastp

227
soybean|gb168|AW776674
soybean
505
77
80.29
blastp

228
thellungiella|gb167|DN773780

thellungiella

506
77
94.26
tblastn

229
b_juncea|gb164|EVGN00166916743135
b_juncea
507
79
88.75
blastp

230
b_rapa|gb162|CX268133
b_rapa
508
79
90.95
blastp

231
radish|gb164|EV573167
radish
509
79
89.73
tblastn

232
radish|gb164|EW724071
radish
510
83
86.58
blastp

233
b_rapa|gb162|EE517848
b_rapa
511
85
80.4
blastp

234
canola|gb161|CD824985
canola
512
86
80.54
blastp

235
b_oleracea|gb161|AM057266
b_oleracea
513
88
90.82
blastp

236
b_rapa|gb162|BG543561
b_rapa
514
88
87.87
blastp

237
canola|gb161|CD820232
canola
515
88
88.2
blastp

238
canola|gb161|DW999252
canola
516
88
87.87
blastp

239
potato|gb157.2|BG351102
potato
517
89
89.86
blastp

240
potato|gb157.2|BI435634
potato
518
89
90.65
blastp

241
radish|gb164|EY917873
radish
519
92
87.1
blastp

242
antirrhinum|gb166|AJ797267

antirrhinum

520
93
80.08
blastp

243
apple|gb157.3|CN489681
apple
521
93
88.28
blastp

244
apricot|gb157.2|CV051536
apricot
522
93
88.33
blastp

245
aquilegia|gb157.3|DT735665

aquilegia

523
93
82.85
blastp

246
b_oleracea|gb161|ES939061
b_oleracea
524
93
82.85
blastp

247
b_rapa|gb162|EX075010
b_rapa
525
93
92.08
blastp

248
basilicum|gb157.3|DY334833

basilicum

526
93
86.67
tblastn

249
bean|gb167|CV530444
bean
527
93
84.94
blastp

250
cacao|gb167|CU490565

cacao

528
93
89.96
blastp

251
canola|gb161|CD813794
canola
529
93
92.92
blastp

252
canola|gb161|CD826913
canola
530
93
94.56
blastp

253
canola|gb161|CN737313
canola
531
93
92.92
blastp

254
cichorium|gb166|EH687081

cichorium

532
93
82.01
tblastn

255
citrus|gb166|CF506133

citrus

533
93
89.54
blastp

256
cotton|gb164|AI730510
cotton
534
93
85.77
blastp

257
cotton|gb164|BF268340
cotton
535
93
82.57
blastp

258
cowpea|gb166|FF384748
cowpea
536
93
85.77
blastp

259
dandelion|gb161|DY819170
dandelion
537
93
81.17
tblastn

260
eucalyptus|gb166|CT983920

eucalyptus

538
93
87.08
blastp

261
grape|gb160|CD798978
grape
539
93
88.28
blastp

262
lettuce|gb157.2|DW062039
lettuce
540
93
82.85
blastp

263
melon|gb165|AM742165
melon
541
93
83.68
blastp

264
poplar|gb157.2|CF234347
poplar
542
93
85.89
blastp

265
poplar|gb157.2|CV241881
poplar
543
93
87.65
blastp

266
potato|gb157.2|BG595485
potato
544
93
85.89
blastp

267
prunus|gb167|AJ631796

prunus

545
93
88.33
blastp

268
radish|gb164|EV567266
radish
546
93
92.92
blastp

269
radish|gb164|EY912132
radish
547
93
92.08
blastp

270
safflower|gb162|EL405854
safflower
548
93
82.01
tblastn

271
soybean|gb168|BQ157726
soybean
549
93
87.45
blastp

272
soybean|gb168|CD399194
soybean
550
93
86.72
blastp

273
spurge|gb161|DV128393
spurge
551
93
88.7
blastp

274
sunflower|gb162|DY918314
sunflower
552
93
80.83
tblastn

275
thellungiella|gb167|BY820935

thellungiella

553
93
97.07
tblastn

276
tobacco|gb162|EB445856
tobacco
554
93
84.71
blastp

277
tomato|gb164|BG128536
tomato
555
93
86.31
blastp

278
triphysaria|gb164|EY139231

triphysaria

556
93
83.4
blastp

279
apple|gb157.3|CN489235
apple
557
94
83.95
blastp

280
apple|gb157.3|CN490414
apple
558
94
83.78
blastp

281
aquilegia|gb157.3|DR925212

aquilegia

559
94
83.64
blastp

282
bean|gb167|CA905538
bean
560
94
83.06
blastp

283
bean|gb167|CB542107
bean
561
94
83.27
blastp

284
canola|gb161|CD816386
canola
562
94
87.18
blastp

285
canola|gb161|CX187647
canola
563
94
89.98
blastp

286
citrus|gb166|BE213456

citrus

564
94
83.44
blastp

287
clover|gb162|BB936594
clover
565
94
81.48
blastp

288
cotton|gb164|BG440364
cotton
566
94
80.82
blastp

289
cowpea|gb166|FC460131
cowpea
567
94
83.12
blastp

290
cowpea|gb166|FF541811
cowpea
568
94
83.74
blastp

291
grape|gb160|BG273758
grape
569
94
80.29
blastp

292
grape|gb160|BQ792941
grape
570
94
81.17
blastp

293
lettuce|gb157.2|DW051431
lettuce
571
94
81.82
blastp

294
lettuce|gb157.2|DW112484
lettuce
572
94
81.82
blastp

295
medicago|gb157.2|AW688581

medicago

573
94
81.54
tblastn

296
poplar|gb157.2|BI072710
poplar
574
94
82.51
blastp

297
poplar|gb157.2|BU824581
poplar
575
94
82.79
tblastn

298
potato|gb157.2|AW907286
potato
576
94
81.54
tblastn

299
potato|gb157.2|BE921734
potato
577
94
82.3
blastp

300
radish|gb164|EX747018
radish
578
94
80.88
blastp

301
soybean|gb168|AL387670
soybean
579
94
82.4
blastp

302
soybean|gb168|BG239139
soybean
580
94
82.3
blastp

303
soybean|gb168|BG839432
soybean
581
94
83.37
blastp

304
sunflower|gb162|CD847955
sunflower
582
94
82.1
blastp

305
sunflower|gb162|CX944572
sunflower
583
94
81.57
blastp

306
tobacco|gb162|GEXTOBTEFTUX1
tobacco
584
94
80.75
blastp

307
tomato|gb164|BG124614
tomato
585
94
80.53
blastp

308
tomato|gb164|BG125985
tomato
586
94
81.99
blastp

309
canola|gb161|CD827895
canola
587
95
92.49
blastp

310
canola|gb161|CX188753
canola
588
95
92.69
blastp

311
b_rapa|gb162|L35822
b_rapa
589
96
88.19
blastp

312
canola|gb161|CD813792
canola
590
96
88.93
blastp

313
radish|gb164|EV526073
radish
591
96
88.19
blastp

314
radish|gb164|EW729491
radish
592
96
88.19
blastp

315
arabidopsis|gb165|AT2G36830

arabidopsis

593
97
85.38
blastp

316
b_juncea|gb164|EVGN00082509070705
b_juncea
594
97
90.51
blastp

317
b_juncea|gb164|EVGN00089315240635
b_juncea
595
97
92.09
blastp

318
b_juncea|gb164|EVGN00116217230337
b_juncea
596
97
90.51
blastp

319
b_juncea|gb164|EVGN00256308610946
b_juncea
597
97
92.09
tblastn

320
b_juncea|gb164|EVGN00465908341698
b_juncea
598
97
84.58
blastp

321
b_juncea|gb164|EVGN01252008670772
b_juncea
599
97
83.79
blastp

322
b_oleracea|gb161|AM385528
b_oleracea
600
97
91.3
blastp

323
b_oleracea|gb161|BOU92651
b_oleracea
601
97
84.19
blastp

324
b_rapa|gb162|BG545002
b_rapa
602
97
84.58
blastp

325
b_rapa|gb162|BQ791222
b_rapa
603
97
86.17
blastp

326
b_rapa|gb162|L37468
b_rapa
604
97
91.3
blastp

327
canola|gb161|AF118381
canola
605
97
84.19
blastp

328
canola|gb161|CD815565
canola
606
97
91.3
blastp

329
canola|gb161|CD824493
canola
607
97
84.58
blastp

330
canola|gb161|CD841035
canola
608
97
91.3
blastp

331
canola|gb161|CN729037
canola
609
97
84.58
blastp

332
canola|gb161|CX187880
canola
610
97
90.91
blastp

333
radish|gb164|D84669
radish
611
97
90.91
blastp

334
radish|gb164|EV549107
radish
612
97
91.3
blastp

335
radish|gb164|EV569856
radish
613
97
84.58
blastp

336
radish|gb164|EX748154
radish
614
97
83.79
blastp

337
thellungiella|gb167|EE683447

thellungiella

615
97
91.7
blastp

338
canola|gb161|H74506
canola
616
98
88.54
blastp

339
radish|gb164|EW716884
radish
617
98
88.19
blastp

340
barley|gb157.3|AL450752
barley
618
99
82.46
blastp

341
brachypodium|gb169|BE399053

brachypodium

619
99
85.96
blastp

342
cenchrus|gb166|EB653861

cenchrus

620
99
86.84
blastp

343
fescue|gb161|DT683655
fescue
621
99
80.7
blastp

344
leymus|gb166|CD809085

leymus

622
99
84.21
blastp

345
lovegrass|gb167|DN480336
lovegrass
623
99
86.84
blastp

346
lovegrass|gb167|DN480721
lovegrass
624
99
83.33
tblastn

347
lovegrass|gb167|EH184046
lovegrass
625
99
85.96
blastp

348
maize|gb169.2|AI586696
maize
626
99
84.21
blastp

349
maize|gb169.2|AI619158
maize
627
99
85.22
blastp

350
maize|gb169.2|AI619355
maize
628
99
84.21
blastp

351
maize|gb169.2|AI783324
maize
629
99
85.96
blastp

352
maize|gb169.2|DQ244850
maize
630
99
84.21
blastp

353
maize|gb169.2|FK957562
maize
631
99
83.33
tblastn

354
maize|gb169.2|X86553
maize
632
99
85.96
blastp

355
millet|gb161|CD725537
millet
633
99
85.96
blastp

356
pseudoroegneria|gb167|FF359011

pseudoroegneria

634
99
84.21
blastp

357
rice|gb157.3|C26798
rice
635
99
83.33
blastp

358
sorghum|gb161.crp|AI621929

sorghum

636
99
87.72
blastp

359
sorghum|gb161.crp|AI666179

sorghum

637
99
85.96
blastp

360
sorghum|gb161.crp|CD222293

sorghum

638
99
81.58
blastp

361
sugarcane|gb157.3|BQ478960
sugarcane
639
99
86.84
blastp

362
sugarcane|gb157.3|BQ537227
sugarcane
640
99
85.96
blastp

363
sugarcane|gb157.3|CA074008
sugarcane
641
99
85.96
blastp

364
sugarcane|gb157.3|CA112912
sugarcane
642
99
81.74
blastp

365
switchgrass|gb167|DN150202
switchgrass
643
99
86.84
blastp

366
switchgrass|gb167|FE615220
switchgrass
644
99
86.84
blastp

367
switchgrass|gb167|FL725679
switchgrass
645
99
85.96
blastp

368
switchgrass|gb167|FL732781
switchgrass
646
99
86.84
blastp

369
switchgrass|gb167|FL846775
switchgrass
647
99
85.34
blastp

370
switchgrass|gb167|FL899116
switchgrass
648
99
85.96
blastp

371
switchgrass|gb167|FL979422
switchgrass
649
99
85.96
blastp

372
wheat|gb164|BE398366
wheat
650
99
84.21
blastp

373
wheat|gb164|BE399053
wheat
651
99
84.21
blastp

374
barley|gb157.3|BF623452
barley
652
100
85.25
tblastn

375
maize|gb169.2|AW267619
maize
653
100
80.58
tblastn

376
pseudoroegneria|gb167|FF352828

pseudoroegneria

654
100
84.89
blastp

377
sorghum|gb161.crp|AW438249

sorghum

655
100
86.43
blastp

378
wheat|gb164|BQ905354
wheat
656
100
85.97
tblastn

755
amborella|gb166|CD482678
amborella
764
97
81.03
blastp

756
castorbean|gb160|AJ605571
castorbean
765
97
80.24
blastp

757
cotton|gb164|AI055329
cotton
766
97
83.79
blastp

758
cotton|gb164|AI731742
cotton
767
97
83.79
blastp

759
liriodendron|gb166|CK744430

liriodendron

768
97
81.42
blastp

760
papaya|gb165|EX246150

papaya

769
97
81.82
blastp

761
periwinkle|gb164|EG554262
periwinkle
770
97
80.24
blastp

762
spurge|gb161|AW990927
spurge
771
97
80.63
blastp

763
tobacco|gb162|CV018899
tobacco
772
97
80.24
blastp

773
canola|gb161|DW999739
canola
774
747
82.78
blastp



Table 2: Provided are polynucleotides and polypeptides which are homologous to the identified polynucleotides or polypeptides of Table 1.

Note that the following polypeptide sequences are 100% identical: SEQ ID NO: 201 is identical to SEQ ID NO: 204; SEQ ID NO: 409 is identical to SEQ ID NO: 410; SEQ ID NO: 411 is identical to SEQ ID NO: 412; SEQ ID NO: 456 is identical to SEQ ID NO: 463; SEQ ID NO: 458 is identical to SEQ ID NO: 462; SEQ ID NO: 472 is identical to SEQ ID NO: 474; SEQ ID NO: 479 is identical to SEQ ID NO: 482; SEQ ID NO: 514 is identical to SEQ ID NO: 516; SEQ ID NO: 522 is identical to SEQ ID NO: 545; SEQ ID NO: 600 is identical to SEQ ID NO: 604, 606 and 608; SEQ ID NO: 602 is identical to SEQ ID NO: 607 and 609; SEQ ID NO: 610 is identical to SEQ ID NO: 611; SEQ ID NO: 620 is identical to SEQ ID NO: 643; SEQ ID NO: 622 is identical to SEQ ID NO: 630, 634, 650 and 65; SEQ ID NO: 629 is identical to SEQ ID NO: 632; SEQ ID NO: 637 is identical # to SEQ ID NO: 640 and 641; SEQ ID NO: 644 is identical to SEQ ID NO: 646; SEQ ID NO: 648 is identical to SEQ ID NO: 649; SEQ ID NO: 650 is identical to SEQ ID NO: 651; SEQ ID NO: 624 is identical to SEQ ID NO: 625.

























































































































































































































































































































Example 3
Production of Arabidopsis Transcription and High Throughput Correlation Analysis Using 44K Arabidopsis Full Genome Oligonucleotide Micro-Array
To produce a high throughput correlation analysis, the present inventors utilized an Arabidopsis thaliana oligonucleotide micro-array, produced by Agilent Technologies [chem. (dot) agilent (dot) com/Scripts/PDS (dot) asp?1Page=50879]. The array oligonucleotide represents about 40,000 A. thaliana genes and transcripts designed based on data from the TIGR ATH1 v.5 database and Arabidopsis MPSS (University of Delaware) databases. To define correlations between the levels of RNA expression and yield components or vigor related parameters, various plant characteristics of 15 different Arabidopsis ecotypes were analyzed. Among them, nine ecotypes encompassing the observed variance were selected for RNA expression analysis. The correlation between the RNA levels and the characterized parameters was analyzed using Pearson correlation test [davidmlane (dot) com/hyperstat/A34739 (dot) html].
Experimental Procedures
RNA extraction—Five tissues at different developmental stages including root, leaf, flower at anthesis, seed at 5 days after flowering (DAF) and seed at 12 DAF, representing different plant characteristics, were sampled and RNA was extracted using TRIZOL® Reagent (Life Technologies) from Invitrogen [invitrogen (dot) com/content (dot) cfm?pageid=469]. For convenience, each micro-array expression information tissue type has received a Set ID as summarized in Table 3 below.





TABLE 3



Arabidopsis transcriptom experimental sets






Expression Set
Set ID





Root
A


Leaf
B


Flower
C


Seed 5 DAF
D


Seed 12 DAF
E





Table 3. Provided are the Arabidopsis transcriptom experimental sets (A-E).


DAF = days after flowering.

























Approximately 30-50 mg of tissue was taken from samples. The weighed tissues were ground using pestle and mortar in liquid nitrogen and resuspended in 500 ill of TRIzol Reagent. To the homogenized lysate, 100 μl of chloroform was added followed by precipitation using isopropanol and two washes with 75% ethanol. The RNA was eluted in 30 μl of RNase-free water. RNA samples were cleaned up using Qiagen's RNeasy minikit clean-up protocol as per the manufacturer's protocol.
Yield component and vigor related parameters assessment—eight out of the nine Arabidopsis ecotypes were used in each of 5 repetitive blocks (named A, B, C, D and E), each containing 20 plants per plot were grown at control conditions greenhouse 22° C., 20:20:20 (weight ratios) N:P:K [nitrogen (N), phosphorus (P) and potassium (K)] fertilizer was added. During this time data was collected documented and analyzed. Additional data was collected through the seedling stage of plants grown at tissue culture in vertical grown transparent agar plates. Most of chosen parameters were analyzed by digital imaging.
Digital imaging in Tissue culture—A laboratory image acquisition system, which consists of a digital reflex camera (Canon EOS 300D) attached with a 55 mm focal length lens (Canon EF-S series), mounted on a reproduction device (Kaiser RS), which included 4 light units (4×150 Watts light bulb) and located in a darkroom, was used for capturing images of plantlets sawn in square agar plates.
Digital imaging in Greenhouse—The image capturing process was repeated every 3-4 days starting at day 7 till day 30. The same camera attached with a 24 mm focal length lens (Canon EF series), placed in a custom made iron mount, was used for capturing images of larger plants sawn in white tubs in an environmental controlled greenhouse. The white tubs were square shape with measurements of 36×26.2 cm and 7.5 cm deep. During the capture process, the tubs were placed beneath the iron mount, while avoiding direct sun light and casting of shadows. This process was repeated every 3-4 days for up to 30 days.
An image analysis system was used, which consists of a personal desktop computer (Intel P4 3.0 GHz processor) and a public domain program—ImageJ 1.37, Java based image processing program, which was developed at the U.S National Institutes of Health and is freely available on the internet at rsbweb (dot) nih (dot) gov/. Images were captured in resolution of 6 Mega Pixels (3072×2048 pixels) and stored in a low compression JPEG (Joint Photographic Experts Group standard) format. Next, analyzed data was saved to text files and processed using the JMP statistical analysis software (SAS institute).
Leaf analysis—Using the digital analysis leaves data was calculated, including leaf number, area, perimeter, length and width. On day 30, 3-4 representative plants were chosen from each plot of blocks A, B and C. The plants were dissected, each leaf was separated and was introduced between two glass trays, a photo of each plant was taken and the various parameters (such as leaf total area, laminar length etc.) were calculated from the images ( FIGS. 1 a - d ). The blade circularity was calculated as laminar width divided by laminar length.
Root analysis—During 17 days, the different ecotypes were grown in transparent agar plates. The plates were photographed every 2 days starting at day 7 in the photography room and the roots development was documented ( FIGS. 2 a - b ). The growth rate was calculated according to the formula I as described above [Relative growth area rate=(ΔArea/Δt)*(1/Area t0)].
Vegetative growth rate analysis—The growth rate was calculated by dividing the area added (Δ Area) by the number of days for each interval (Δt). The analysis was ended with the appearance of overlapping plants. The growth rate was calculated according to Formula IV.

Growth rate=ΔArea/Δ t. Formula IV:

For comparison between ecotypes the calculated rate was normalized using plant developmental stage as represented by the number of true leaves. In cases where plants with 8 leaves had been sampled twice (for example at day 10 and day 13), only the largest sample was chosen and added to the Anova comparison.
Seeds in siliques analysis—On day 70, 15-17 siliques were collected from each plot in blocks D and E. The chosen siliques were light brown color but still intact. The siliques were opened in the photography room and the seeds were scatter on a glass tray, a high resolution digital picture was taken for each plot. Using the images the number of seeds per silique was determined.
Seeds average weight—At the end of the experiment all seeds from plots of blocks A-C were collected. An average weight of 0.02 grams was measured from each sample, the seeds were scattered on a glass tray and a picture was taken. Using the digital analysis, the number of seeds in each sample was calculated.
Oil percentage in seeds—At the end of the experiment all seeds from plots of blocks A-C were collected. Columbia seeds from 3 plots were mixed grounded and then mounted onto the extraction chamber. 210 ml of n-Hexane (Cat No. 080951 Biolab Ltd.) were used as the solvent. The extraction was performed for 30 hours at medium heat 50° C. Once the extraction has ended the n-Hexane was evaporated using the evaporator at 35° C. and vacuum conditions. The process was repeated twice. The information gained from the Soxhlet extractor (Soxhlet, F. Die gewichtsanalytische Bestimmung des Milchfettes, Polytechnisches J. (Dingier's) 1879, 232, 461) was used to create a calibration curve for the Low Resonance NMR. The content of oil of all seed samples was determined using the Low Resonance NMR (MARAN Ultra—Oxford Instrument) and its MultiQuant software package.
Silique length analysis—On day 50 from sowing, 30 siliques from different plants in each plot were sampled in block A. The chosen siliques were green-yellow in color and were collected from the bottom parts of a grown plant's stem. A digital photograph was taken to determine silique's length.
Dry weight and seed yield—On day 80 from sowing, the plants from blocks A-C were harvested and left to dry at 30° C. in a drying chamber. The biomass and seed weight of each plot was separated, measured and divided by the number of plants. Dry weight=total weight of the vegetative portion above ground (excluding roots) after drying at 30° C. in a drying chamber; Seed yield per plant=total seed weight per plant (gr).
Oil yield—The oil yield was calculated using Formula V.

Seed Oil yield=Seed yield per plant ( gr )*Oil % in seed Formula V

Harvest Index—The harvest index was calculated using Formula III as described above [Harvest Index=Average seed yield per plant/Average dry weight].
Experimental Results
Nine different Arabidopsis ecotypes were grown and characterized for 18 parameters (named as vectors). Data parameters are summarized in Table 4, below.





TABLE 4



Arabidopsis correlated parameters (vectors)




Correlated parameter with
Correlation ID






Root length day 13 (cm)
1

Root length day 7 (cm)
2

Relative root growth (cm/day) day 13
3

Fresh weight per plant (gr) at bolting stage
4

Dry matter per plant (gr)
5

Vegetative growth rate (cm 2 /day) till 8 true leaves
6

Blade circularity
7

Lamina width (cm)
8

Lamina length (cm)
9

Total leaf area per plant (cm)
10

1000 Seed weight (gr)
11

Oil % per seed
12

Seeds per silique
13

Silique length (cm)
14

Seed yield per plant (gr)
15

Oil yield per plant (mg)
16

Harvest Index
17

Leaf width/length
18



Table 4. Provided are the Arabidopsis correlated parameters (correlation ID Nos. 1-18).








































The characterized values are summarized in Tables 5 and 6 below.





TABLE 5



Arabidopsis ecotypes measured parameters



















Total




Seed
Oil


Dry

leaf




yield
yield

1000
matter

area




per
per
Oil %
Seed
per

per
Seeds
Silique


plant
plant
per
weight
plant
Harvest
plant
per
length

Ecotype
(gr)
(mg)
seed
(gr)
(gr)
Index
(cm)
silique
(cm)














An-1
0.34
118.63
34.42
0.0203
0.64
0.53
46.86
45.44
1.06

Col-0
0.44
138.73
31.19
0.0230
1.27
0.35
109.89
53.47
1.26

Ct-1
0.59
224.06
38.05
0.0252
1.05
0.56
58.36
58.47
1.31

Cvi
0.42
116.26
27.76
0.0344
1.28
0.33
56.80
35.27
1.47

(N8580)










Gr-6
0.61
218.27
35.49
0.0202
1.69
0.37
114.66
48.56
1.24

Kondara
0.43
142.11
32.91
0.0263
1.34
0.32
110.82
37.00
1.09

Ler-1
0.36
114.15
31.56
0.0205
0.81
0.45
88.49
39.38
1.18

Mt-0
0.62
190.06
30.79
0.0226
1.21
0.51
121.79
40.53
1.18

Shakdara
0.55
187.62
34.02
0.0235
1.35
0.41
93.04
25.53
1.00



Table 5. Provided are the parameters measured in Arabidopsis ecotypes: Seed yield per plant (cm); oil yield per plant (mg); oil % per seed; 1000 seed weight (gr); dry matter per plant (gr); harvest index; Total leaf area per plant (cm); seeds per silique; Silique length (cm).










































TABLE 6



Arabidopsis ecotypes, additional measured parameters

















Fresh







Relat.
Root
Root
weight


Leaf




root
length
length
per
Lam.
Lam.
width/
Blade

Ecotype
Veg. GR
growth
day 7
day 13
plant
Leng.
width
length
circularity














An-1
0.313
0.631
0.937
4.419
1.510
2.767
1.385
0.353
0.509

Col-0
0.378
0.664
1.759
8.530
3.607
3.544
1.697
0.288
0.481

Ct-1
0.484
1.176
0.701
5.621
1.935
3.274
1.460
0.316
0.450

Cvi
0.474
1.089
0.728
4.834
2.082
3.785
1.374
0.258
0.370

(N8580)










Gr-6
0.425
0.907
0.991
5.957
3.556
3.690
1.828
0.356
0.501

Kondara
0.645
0.774
1.163
6.372
4.338
4.597
1.650
0.273
0.376

Ler-1
0.430
0.606
1.284
5.649
3.467
3.877
1.510
0.305
0.394

Mt-0
0.384
0.701
1.414
7.060
3.479
3.717
1.817
0.335
0.491

Shakdara
0.471
0.782
1.251
7.041
3.710
4.149
1.668
0.307
0.409



Table 6. Provided are the parameters measured in Arabidopsis ecotypes:

Veg. GR = vegetative growth rate (cm 2 /day) until 8 true leaves;

Relat. Root growth = relative root growth (cm/day); Root length day 7 (cm); Root length day 13 (cm); fresh weight per plant (gr) at bolting stage;

Lam. Leng. = Lamima length (cm);

Lam. Width = Lamina width (cm); Leaf width/length; Blade circularity.







































Tables 7-9, below, provide the selected genes, the characterized parameters (which are used as x axis for correlation) and the correlated tissue transcription along with the correlation value (R, calculated using Pearson correlation).





TABLE 7



Arabidopsis selected genes and their correlation with yield (seed yield, oil yield, oil content),

biomass, growth rate and/or vigor components among different transcriptom sets
















Gene
Cluster
Exp.
Corr.

Exp.
Corr.

Exp.
Corr.

Exp.
Corr.


Name
Name
Set
Vec.
R
Set
Vec.
R
Set
Vec.
R
Set
Vec.
R


















BDL112
AT3G23510
B
7
0.84
D
17
0.90
D
8
−0.88
D
10
−0.94

BDL113
AT2G45310
B
8
0.85
D
13
0.91
D
14
0.91
B
10
0.83

BDL114
AT5G27820
B
16
0.92
D
6
0.88
B
15
0.94




BDL115
AT4G11090
C
8
0.85
A
8
0.81
C
10
0.90
B
10
0.92

BDL116
AT4G24175
B
16
0.92
B
15
0.91







BDL119
AT3G47965
D
16
0.93
D
15
0.93







BDL120
AT3G03230
D
16
0.95
D
3
0.89
D
15
0.96




BDL122
AT3G49000
D
17
0.96
D
8
−0.92
D
10
−0.96
E
6
0.83

BDL123
AT2G21860
A
16
0.82
D
13
0.92
D
14
0.94
A
15
0.86

BDL124
AT5G51590
D
12
0.93
C
16
0.93
A
1
−0.85
D
2
−0.91

BDL125
AT3G16180
D
16
−0.91
D
15
−0.93







BDL128
AT1G60770
D
5
−0.86
D
17
0.82
D
8
−0.91
E
14
0.88

BDL130
AT3G03870
C
9
−0.82
D
13
0.85
D
14
0.94
C
6
−0.85

BDL131
AT4G27450
A
1
0.92
A
2
0.91







BDL132
AT4G23730
D
13
0.90
C
14
0.94
D
14
0.91
C
3
0.81

BDL133
AT3G06150
D
13
0.86
C
14
0.90
D
14
0.92




BDL134
AT3G28420
D
13
0.92
D
14
0.91
E
3
0.81
E
11
0.80

BDL135
AT3G18600
D
12
0.96
D
16
0.87
D
3
0.93
D
2
−0.81

BDL136
AT3G22990
D
12
0.90
C
16
0.83
D
16
0.81
D
3
0.89

BDL137
AT5G14530
B
12
0.83
D
12
0.83
B
16
0.83
D
16
0.81

BDL139
AT1G29800
C
13
0.87
B
13
0.85







BDL141
AT1G29980
D
18
0.90
C
16
0.81
B
16
0.81
A
3
0.83

BDL142
AT2G39110
C
16
0.82
D
16
0.83
B
3
0.86
D
3
0.90

BDL143
AT1G62810
A
13
0.94
D
13
0.82







BDL144
AT3G14890
C
16
0.81










BDL145
AT1G24470
C
13
0.89
B
13
0.82
D
14
0.80




BDL146
AT3G09310
C
14
0.85
C
3
0.81
B
3
0.92
A
3
0.91

BDL148
AT4G35785
D
17
0.91
D
10
−0.93
D
4
−0.89
B
3
0.82

BDL42
AT5G13170
B
11
0.88










BDL51
AT5G64260
E
9
−0.81
A
8
−0.82
D
13
−0.83
B
14
0.82

BDL54
AT2G41090
A
6
0.82
B
3
−0.86







BDL60
AT2G45200
C
7
−0.88










BDL65
AT4G20360
B
7
−0.81
B
18
−0.88
B
12
−0.82
D
11
0.89

BDL78
AT3G26520
D
13
0.84










BDL149
AT5G15750
B
14
0.83










BDL149
AT5G15750
A
14
0.95
B
3
0.89



Table 7. Provided are Arabidopsis selected genes and their correlation with yield (seed yield, oil yield, oil content), biomass, growth rate and/or vigor components among different transcriptom sets.

Corr. Vec. = correlation vector;

Exp. Set = experimental set.



































































TABLE 8



Arabidopsis selected genes and their correlation with yield (seed yield, oil yield, oil content),

biomass, growth rate and/or vigor components among different transcriptom sets
















Gene
Cluster
Exp.
Corr.

Exp.
Corr.

Exp.
Corr.

Exp.
Corr.


Name
Name
Set
Vec.
R
Set
Vec.
R
Set
Vec.
R
Set
Vec.
R


















BDL112
AT3G23510
D
4
−0.84










BDL113
AT2G45310













BDL114
AT5G27820













BDL115
AT4G11090
A
10
0.82
D
10
0.80
C
4
0.93
B
4
0.96

BDL116
AT4G24175













BDL119
AT3G47965













BDL120
AT3G03230













BDL122
AT3G49000
D
4
−0.84
A
11
0.88







BDL123
AT2G21860













BDL124
AT5G51590
C
15
0.91










BDL125
AT3G16180













BDL128
AT1G60770
D
10
−0.84
A
1
−0.94
D
1
−0.86
A
2
−0.83

BDL130
AT3G03870













BDL131
AT4G27450













BDL132
AT4G23730













BDL133
AT3G06150













BDL134
AT3G28420













BDL135
AT3G18600













BDL136
AT3G22990













BDL137
AT5G14530
C
3
0.89
D
3
0.89







BDL139
AT1G29800













BDL141
AT1G29980
C
15
0.84
B
15
0.85







BDL142
AT2G39110













BDL143
AT1G62810













BDL144
AT3G14890













BDL145
AT1G24470













BDL146
AT3G09310
A
2
−0.81
C
11
0.83
D
11
0.81




BDL148
AT4G35785
E
1
0.88










BDL42
AT5G13170













BDL51
AT5G64260
D
14
−0.88
E
6
−0.82
B
11
0.87




BDL54
AT2G41090













BDL60
AT2G45200













BDL65
AT4G20360













BDL78
AT3G26520













BDL149
AT5G15750













BDL149
AT5G15750
D
4
−0.84



Table 8. Provided are Arabidopsis selected genes and their correlation with yield (seed yield, oil yield, oil content), biomass, growth rate and/or vigor components among different transcriptom sets.

Corr. Vec. = correlation vector;

Exp. Set = experimental set.



































































TABLE 9



Arabidopsis selected genes and their correlation with yield

(seed yield, oil yield, oil content), biomass, growth rate and/or

vigor components among different transcriptom sets







Gene Name
Cluster Name
Exp. Set
Corr. Vec.
R



BDL112
AT3G23510




BDL113
AT2G45310

BDL114
AT5G27820

BDL115
AT4G11090
A
4
0.86

BDL116
AT4G24175

BDL119
AT3G47965

BDL120
AT3G03230

BDL122
AT3G49000

BDL123
AT2G21860

BDL124
AT5G51590

BDL125
AT3G16180

BDL128
AT1G60770

BDL130
AT3G03870

BDL131
AT4G27450

BDL132
AT4G23730

BDL133
AT3G06150

BDL134
AT3G28420

BDL135
AT3G18600

BDL136
AT3G22990

BDL137
AT5G14530

BDL139
AT1G29800

BDL141
AT1G29980

BDL142
AT2G39110

BDL143
AT1G62810

BDL144
AT3G14890

BDL145
AT1G24470

BDL146
AT3G09310

BDL148
AT4G35785

BDL42
AT5G13170

BDL51
AT5G64260

BDL54
AT2G41090

BDL60
AT2G45200

BDL65
AT4G20360

BDL78
AT3G26520

BDL149
AT5G15750

BDL149
AT5G15750



Table 9. Provided are Arabidopsis selected genes and their correlation with yield (seed yield, oil yield, oil content), biomass, growth rate and/or vigor components among different transcriptom sets.

Corr. Vec. = correlation vector;

Exp. Set = experimental set.



























































Tables 10 and 11, below, provide data about the homologous of selected genes, the characterized parameters (which are used as x axis for correlation) and the correlated tissue transcription along with the correlation value (R, calculated using Pearson correlation).





TABLE 10



Homologous of Arabidopsis selected genes and their correlation with yield (seed yield,

oil yield, oil content), biomass, growth rate and/or vigor components among different

transcriptom sets
















Gene
Cluster
Exp.
Corr.

Exp.
Corr.

Exp.
Corr.

Exp.
Corr.


Name
Name
Set
Vec.
R
Set
Vec.
R
Set
Vec.
R
Set
Vec.
R


















BDL110_H0
AT1G21760
D
17
0.97
D
8
−0.81
B
16
0.82
D
10
−0.91

BDL113_H0
AT1G02000
B
13
−0.81

BDL113_H1
AT2G45315
E
1
0.92

BDL113_H2
AT4G00110
B
18
−0.84
E
14
0.87
E
11
0.87

BDL120_H0
AT3G03240
D
16
0.89
C
4
−0.84
D
15
0.88

BDL78_H0
AT2G36830
B
12
−0.92
C
2
−0.87



Table 10. Provided are homologous of Arabidopsis selected genes and their correlation with yield (seed yield, oil yield, oil content), biomass, growth rate and/or vigor components among different transcriptom sets.

Corr. Vec. = correlation vector;

Exp. Set = experimental set.






































TABLE 11



Homologous of Arabidopsis selected genes and their correlation with yield (seed yield,

oil yield, oil content), biomass, growth rate and/or vigor components among different

transcriptom sets
















Gene
Cluster
Exp.
Corr.

Exp.
Corr.

Exp.
Corr.

Exp.
Corr.


Name
Name
Set
Vec.
R
Set
Vec.
R
Set
Vec.
R
Set
Vec.
R



BDL110_H0
AT1G21760
D
4
−0.85
B
3
0.81
A
3
0.92
B
15
0.87

BDL113_H0
AT1G02000

BDL113_H1
AT2G45315

BDL113_H2
AT4G00110

BDL120_H0
AT3G03240

BDL78_H0
AT2G36830



Table 11. Provided are homologous of Arabidopsis selected genes and their correlation with yield (seed yield, oil yield, oil content), biomass, growth rate and/or vigor components among different transcriptom sets.

Corr. Vec. = correlation vector;

Exp. Set = experimental set.






























Example 4
Gene Cloning and Generation of Binary Vectors for Plant Expression
To validate their role in improving oil content, plant yield, seed yield, biomass, growth rate, ABST, NUE and/or vigor, selected genes were over-expressed in plants, as follows.
Cloning Strategy
Genes listed in Example 1 hereinabove were cloned into binary vectors for the generation of transgenic plants. For cloning, the full-length open reading frame (ORF) was first identified. In case of ORF-EST clusters and in some cases already published mRNA sequences were analyzed to identify the entire open reading frame by comparing the results of several translation algorithms to known proteins from other plant species. To clone the full-length cDNAs, reverse transcription (RT) followed by polymerase chain reaction (PCR; RT-PCR) was performed on total RNA extracted from leaves, flowers, siliques or other plant tissues, growing under normal conditions. Total RNA was extracted as described in Example 2 above. Production of cDNA and PCR amplification was performed using standard protocols described elsewhere (Sambrook J., E. F. Fritsch, and T. Maniatis. 1989. Molecular Cloning. A Laboratory Manual., 2nd Ed. Cold Spring Harbor Laboratory Press, New York.) which are well known to those skilled in the art. PCR products were purified using PCR purification kit (Qiagen). In case where the entire coding sequence was not found, RACE kit from Ambion (RACE=_R_apid_A_ccess to _c_DNA_E_nds) was used to access the full cDNA transcript of the gene from the RNA samples described above. The RACE procedure was performed for the genes BDL-108 (SEQ ID NO:726), BDL-110 (SEQ ID NO:728) and BDL-111 (SEQ ID NO:730) using the primers sequences listed in Table 12, below. RACE products were cloned into high copy vector followed by sequencing. The information from the RACE procedure was used for cloning of the full length ORF of the corresponding genes.





TABLE 12



RACE primers used for sequencing of the identified genes of the invention







High copy plasmid



used for cloning

Gene Name
Primers used for amplification
of RACE products



BDL108_Race
Fwd: BDL108_Outer_Race (SEQ ID NO: 853):
Topo TA


GCTATACAACATGGGAGTTATACC




BDL108_Race
Fwd: BDL108_Inner_Race (SEQ ID NO: 854):



CTATCGACAGTGCTGGTACA




BDL108_Race
Rev: 3′ Race Outer Primer (SEQ ID NO: 855):



GCGAGCACAGAATTAATACGACT




BDL108_Race
Rev: 3′ Race Inner Primer (SEQ ID NO: 856):



CGCGGATCCGAATTAATACGACTCACTATAGG




BDL110_Race
Fwd: BDL110_Outer_Race (SEQ ID NO: 857):
Topo TA


TGCAGTCTAAATACGATGGATCA




BDL110_Race
Fwd: BDL110_Inner_Race (SEQ ID NO: 858):



GAGTAGGAACACTTACATTCGA




BDL110_Race
Rev: 3′ Race Outer Primer (SEQ ID NO: 859):



GCGAGCACAGAATTAATACGACT




BDL110_Race
Rev: 3′ Race Inner Primer(SEQ ID NO: 860):



CGCGGATCCGAATTAATACGACTCACTATAGG




BDL111_Race
Fwd: BDL111_Outer_Race (SEQ ID NO: 861):
Topo TA


TCTCAAGAAGCTCTTCGTGGA




BDL111_Race
Fwd: BDL111_Inner_Race (SEQ ID NO: 862):



GAGGAAGAATCTGAGCCGAT




BDL111_Race
Rev: 3′ Race Outer Primer (SEQ ID NO: 863):



GCGAGCACAGAATTAATACGACT




BDL111_Race
Rev: 3′ Race Inner Primer (SEQ ID NO: 864):



CGCGGATCCGAATTAATACGACTCACTATAGG



Table 12. Provided are the PCR primers used for RACE sequencing. Fwd = forward primer; Rev = reverse primer;
























































In case genomic DNA was cloned, as in the case of BDL119 gene, the gene was amplified by direct PCR on genomic DNA extracted from leaf tissue using the DNEASY® (QIAGEN GmbH) kit (Qiagen Cat. No. 69104).
Usually, 2 sets of primers were synthesized for the amplification of each gene from a cDNA or a genomic sequence; an external set of primers and an internal set (nested PCR primers). When needed (e.g., when the first PCR reaction did not result in a satisfactory product for sequencing), an additional primer (or two) of the nested PCR primers were used. Table 13 below provides primers used for cloning of selected genes.





TABLE 13



The PCR primers used for cloning the genes of the invention






Restriction



Enzymes used


Gene Name
for cloning
Primers used for amplification



BDL42
SalI, XbaI
Fwd Nested: BDL42_NF_SalI (SEQ ID NO: 865)



AATGTCGACAGAAAATGGGAGTCATGATCAA



Fwd External: BDL42_EF_SalI (SEQ ID NO: 866)



AATGTCGACTGCTATAGAAAATGGGAGTCATG



Rev Nested: BDL42_NR_XbaI (SEQ ID NO: 867)



TATCTAGATCATCAAACGGTTTCAGGACGAG



Rev External: BDL42_ER_XbaI (SEQ ID NO: 868)



TATCTAGATGACACTTCAAACGGTTTCAG



BDL46
SalI, SmaI
Fwd Nested: BDL46_NF_S a lI (SEQ ID NO: 869)



ACGGTCGACACTTGATGACAATGGGCGAC



Rev Nested: BDL46_NR_SmaI (SEQ ID NO: 870)



TCCCGGGTTATTACCTACAAGTAGATGATTCTACACC



BDL51
XbaI, SacI
Fwd: BDL51_F_XbaI (SEQ ID NO: 871)



AATCTAGATCTCAATGGCTTCTAATTACCG



Rev Nested: BDL51_NR_SacI (SEQ ID NO: 872)



AGAGCTCGTGTCTTACTCACATCCCTTGG



Rev External: BDL51_ER_SacI (SEQ ID NO: 873)



TGAGCTCTGCCACGTGTCTTACTCACATC



BDL52
SalI, XbaI
Fwd: BDL52_F_SalI (SEQ ID NO: 874)



AATGTCGACCTATAATGGCTGGAATGTGTTG



Rev Nested: BDL52_NR_XbaI (SEQ ID NO: 875)



TATCTAGATTACCCATACTGTTATAGATTTTTTCTC



Rev External: BDL52_ER_XbaI (SEQ ID NO: 876)



TATCTAGACATCAACAAAGGCAGCTAAATC



BDL54
SalI, XbaI
Fwd Nested: BDL54_NF_SalI (SEQ ID NO: 877)



AATGTCGACAAACAATGGCGAATAAGTTCAC



Rev Nested: BDL54_NR_XbaI (SEQ ID NO: 878)



TATCTAGATCATCAAGAAAACAACGCTTCG



BDL56
SalI, XbaI
Fwd Nested: BDL56_NF_SalI (SEQ ID NO: 879)



AGCGTCGACCAAATATGACTGTGATGAATCACC



Fwd External: BDL56_EF_SalI (SEQ ID NO: 880)



ATAGTCGACAAAGAGATCTTCACAAATATGACTG



Rev Nested: BDL56_NR_XbaI (SEQ ID NO: 881)



TATCTAGACTACTATCTCTTATAAGTTGCAACCAAG



Rev External: BDL56_ER_XbaI (SEQ ID NO: 882)



TATCTAGAATAGAAATGGCAAAATGGGTG



BDL59
SalI, XbaI
Fwd Nested: BDL59_NF_SalI (SEQ ID NO: 883)



AATGTCGACCTGCAATGGCTTCTCCTCTT



Fwd External: BDL59_EF_SalI (SEQ ID NO: 884)



TAAGTCGACGATCTCTCTCTGCACTCTCTGAC



Rev Nested: BDL59_NR_XbaI (SEQ ID NO: 885)



TATCTAGATCAATCTCAGACTCGAACGCGTG



Rev External: BDL59_ER_XbaI (SEQ ID NO: 886)



TATCTAGACTTCAACAATCTCAGACTCGAAC



BDL60
SalI, SacI
Fwd Nested: BDL60_NF_SalI (SEQ ID NO: 887)



AGAGCTCAGGAAAATGACAGAATCGAGTC



Fwd External: BDL60_EF_SalI (SEQ ID NO: 888)



AATGTCGACGGAGAGGTTACTGATCTGAATTG



Rev Nested: BDL60_NR_SacI (SEQ ID NO: 889)



AGAGCTCAGGAAAATGACAGAATCGAGTC



Rev External: BDL60_ER_SacI (SEQ ID NO: 890)



TGAGCTCAGCTTAGGTGTATGAACATTCTG



BDL65
SalI, SmaI
Fwd Nested: BDL65_NF_SalI (SEQ ID NO: 891)



AATGTCGACTCCAATTCCATCTTCCCATG



Fwd External: BDL65_EF_SalI (SEQ ID NO: 892)



AATGTCGACCTCTCCTCTGCTCTCCAATTC



Rev Nested: BDL65_NR_SmaI (SEQ ID NO: 893)



TCCCGGGTCATCATTCGAGGATCGTCCCA



Rev External: BDL65_ER_SmaI (SEQ ID NO: 894)



TCCCGGGCTTATAATCATTCGAGGATCGT



BDL67
SalI, SmaI
Fwd Nested: BDL67_NF_SalI (SEQ ID NO: 895)



AATGTCGACGGATAATGGCTTCGTATGGC



Rev Nested: BDL67_NR_SmaI (SEQ ID NO: 896)



TCCCGGGTTATCAGTTTCTCTTGGCGATGA



BDL68
SalI, XbaI
Fwd Nested: BDL68_NF_SalI (SEQ ID NO: 897)



TAGGTCGACTAGCCATGGACAACGAAGG



Rev Nested: BDL68_NR_XbaI (SEQ ID NO: 898)



TATCTAGATTATTAGCCACTAGGATTATCAAGTC



BDL78
XbaI, SacI
Fwd: BDL78_F_XbaI (SEQ ID NO: 899)



AATCTAGATCCGATCATGCCGACCAG



Rev Nested: BDL78_NR_SacI-new (SEQ ID NO: 900)



TGAGCTCTTATCAGTAATCGGTGGTAGGCA



Rev External: BDL78_ER_SacI (SEQ ID NO: 901)



TGAGCTCCAGATTAACAACGTTGAATTTGAC



BDL82
SalI, XbaI
Fwd Nested: BDL82_NF_SalI (SEQ ID NO: 902)



AAGGTCGACCGAGAGAGACAGAGAGGTTTCG



Fwd External: BDL82_EF_SalI (SEQ ID NO: 903)



ATAGTCGACCGAAGTTTGAGCTAAGAATCC



Rev Nested: BDL82_NR_XbaI (SEQ ID NO: 904)



TATCTAGATTATTATTCTCCATGGTCGTGAAG



Rev External: BDL82_ER_XbaI (SEQ ID NO: 905)



TATCTAGATAGCTATTATTCTCCATGGTCG



BDL89
SalI, XbaI
Fwd Nested: BDL89_NF_SalI (SEQ ID NO: 906)



AATGTCGACCCAGGATGAAGTTCATTTCTG



Fwd External: BDL89_EF_SalI (SEQ ID NO: 907)



AATGTCGACTCTCTCCATCTCCCATCCAG



Rev Nested: BDL89_NR_XbaI (SEQ ID NO: 908)



TATCTAGATCATCGCATCACTCAGTCAAACAAAC



Rev External: BDL89_ER_XbaI (SEQ ID NO: 909)



TATCTAGAGATGATAGAAGAGGTGACCGC



BDL95Short
SalI, SacI
Fwd: BDL95_Short_F (SEQ ID NO: 910)



AATGTCGACGGCGAATGGCTGGATTTC



Rev Nested: BDL95_NR_SacI (SEQ ID NO: 911)



TGAGCTCTTATCAGTCCTGATGTGTCTGCTG



BDL100
SalI, SacI
Fwd Nested: BDL100_NF_SalI (SEQ ID NO: 912)



AATGTCGACAACAATGGAGAGCGAGATGGCG



Fwd External: BDL100_EF_SalI (SEQ ID NO: 913)



AATGTCGACGAGGAGGAACAAACAACTCATC



Rev Nested: BDL100_NR_SacI (SEQ ID NO: 914)



TGAGCTCTCATCATTGAATCATCGGATCACC



Rev External: BDL100_ER_sacI (SEQ ID NO: 915)



TGAGCTCGCAGGTCATTGAATCATCGG



BDL106
XbaI, SacI
Fwd Nested: BDL106_NF_XbaI (SEQ ID NO: 916)



ATTCTAGAAAACCATGACCGTCGTCTC



Fwd External: BDL106_EF_XbaI (SEQ ID NO: 917)



CTTCTAGAGGTCTCTTCTCAGATACTCATTCAC



Rev Nested: BDL106_NR_SacI (SEQ ID NO: 918)



TGAGCTCTTATTAGAATCTGCAGAAAGCTAG



Rev External: BDL106_ER_SacI (SEQ ID NO: 919)



TGAGCTCAGATGTCAAAGAGGGCTTACTC



BDL108
SalI, XbaI
Fwd Nested: BDL108_NF_SalI (SEQ ID NO: 920)



AATGTCGACCAGTGATGAGGAAGCTCAAGA



Fwd External: BDL108_EF_SalI (SEQ ID NO: 921)



ATAGTCGACCGTTGTTTGCACCACCTTG



Rev Nested: BDL108_NR_XbaI (SEQ ID NO: 922)



TATCTAGATTATTAAGCAAGCATGTCGTAGTCA



Rev External: BDL108_ER_XbaI (SEQ ID NO: 923)



TCTCTAGATTAGATCTTTTAAGCAAGCATGTCG



BDL110
SalI, XbaI
Fwd Nested: BDL110_NF_SalI (SEQ ID NO: 924)



ACGGTCGACTCCACATGACTTCAGATGCTC



Fwd External: BDL110_EF_SalI (SEQ ID NO: 925)



ACTGTCGACGAACATCACCCAATTCTCTAGC



Rev Nested: BDL110_NR_xbaI (SEQ ID NO: 926)



TATCTAGACTACTAGCCGGTGACAAAGTAATC



Rev External: BDL110_ER_XbaI (SEQ ID NO: 927)



TATCTAGACTAATCGTTGGTTGATGTGTCACTCTAG



BDL111
EcoRV
Fwd Nested: BDL111_NF_EcoRV(SEQ ID NO: 928)



TAGATATCAAAAGATGCAAGTTGTTTCTCC



Fwd External: BDL111_EF_EcoRV (SEQ ID NO: 929)



TAGATATCCTGTGTGTTTGTATTTATTTGGATC



Rev Nested: BDL111_NR_EcoRV(SEQ ID NO: 930)



TAGATATCTCATGATGATCAGTAAGGATGAACATTC



Rev External: BDL111_ER_EcoRV (SEQ ID NO: 931)



TAGATATCTCAGCAAGAAGGTGATGATCAGTAAGG



BDL112
SalI, XbaI
Fwd Nested: BDL112_NF_SI (SEQ ID NO: 932)



TTGGTCGACCGTAGACACGTATTTTGAAGGG



Fwd External: BDL112_EF_SI (SEQ ID NO: 933)



TATGTCGACTTAATGGTAGACCGTAGACACG



Rev Nested: BDL112_NR_Xb (SEQ ID NO: 934)



CAATCTAGATTAATGCTCTCAAGAGACACAATAAGC



Rev External: BDL112_ER_Xb (SEQ ID NO: 935)



CTTCTAGATTAGGTCATCAAATATTGTATAGATCG



BDL113_GA
SacI, XbaI
Synthetic product



BDL114
SalI, XbaI
Fwd: BDL114_NF_SI(SEQ ID NO: 936)



TTTGTCGACTCAGCTTCAGATGGTGATTCC



Rev: BDL114_NR_Xb (SEQ ID NO: 937)



TTTCTAGATCATCAGAGCAACTTGACACCAGC



BDL115
SmaI, SacI
Fwd Nested: BDL115_NF_SmaI (SEQ ID NO: 938)



ACCCGGGAGAAGATGAAGCTAAAATGGGAA



Fwd External: BDL115_EF_SmaI (SEQ ID NO: 939)



ACCCGGGGTATATCTCTCAGCGCGAGG



Rev Nested: BDL115_NR_SacI (SEQ ID NO: 940)



TGAGCTCTTATTATTTACCGGTTCGACCATT



Rev External: BDL115_ER_SacI (SEQ ID NO: 941)



TGAGCTCTTAGCCATTGACTACATACAAGCAA



BDL116
EcoRV
Fwd Nested: BDL116_NF_EcRV (SEQID NO: 942



TAGATATCACCTTGGAACGATTTTGCC



Fwd External: BDL116_EF_EcRV (SEQ ID NO: 943)



GAGATATCAAAGCTCTGACCTTGGAACG



Rev Nested: BDL116_NR_EcRV (SEQ ID NO: 944)



CAGATATCTTATCATAAGTACAAATCAGTCTGCTCAC



Rev External: BDL116_ER_EcRV(SEQ ID NO: 945)



TAGATATCTCACATTCATAAGTACAAATCAGTCTGC



BDL119
EcoRV
Fwd: BDL119_NF_EcRV (SEQ ID NO: 946)



TTGATATCAGTTTCTCCGTCGACGATACC



Rev: BDL119_NR_EcRV (SEQ ID NO: 947)



AAGATATCGGTCAAGTACATAAGCTAATAGATG



BDL120
SacI, SalI
Fwd: BDL120_F_SalI (SEQ ID NO: 948)



AATGTCGACAACAATGGTGCTTCTACTTGTGATTG



Rev: BDL120_R_SacI (SEQ ID NO: 949)



TGAGCTCTCACTTCCACTAGTCACTACAAGCG



BDL122
SalI, XbaI
Fwd: BDL122_NF_SI (SEQ ID NO: 950)



CTGGTCGACACAGTATTGAGAGACTTCCTGGTG



Rev: BDL122_NR_Xba (SEQ ID NO: 951)



GCTTCTAGACAATGTGAACTAAATCGACC



BDL123
SacI
Fwd: BDL123_F_Sac (SEQ ID NO: 952)



AGAGCTCGTTTTCTTCGCCATGGC



Rev: BDL123_R_Sac (SEQ ID NO: 953)



TGAGCTCTTAAACAGTGACTACCACAGTGCA



BDL124
EcoRV
Fwd Nested: BDL124_NF_EcRV (SEQ ID NO: 954)



TCGATATCGGAATCAGAATCTTTTCAGATGG



Fwd External: BDL124_EF_EcRV (SEQ ID NO: 955)



CTGATATCGAGTTTCTCTTCCTTAATTGTCG



Rev Nested: BDL124_NR_EcRV (SEQ ID NO: 956)



TTGATATCATCATCAGCTTGGAACCTCG



Rev External: BDL124_ER_EcRV (SEQ ID NO: 957)



TAGATATCTCTTTCCATCGATCATCAGC



BDL125
SalI, XbaI
Fwd: BDL125_NF_SI (SEQ ID NO: 958)



CTAGTCGACTAACAACAATGGAGAACCCTC



Rev: BDL125_NR_Xb (SEQ ID NO: 959)



ACTCTAGATTAATGATCAACCAATTGGTCTTAG



BDL127_GA
SacI, XbaI
Synthetic product



BDL128
XbaI
Fwd: BDL128_NF_XbaI (SEQ ID NO: 960)



TATCTAGAAGAAAATGGCGATGCGAC



Rev: BDL128_NR_XbaI (SEQ ID NO: 961)



TATCTAGATCATCACACATCCTGAGATACTTCATC



BDL129_GA
SacI, XbaI
Synthetic product



BDL130_GA
SacI, XbaI
Synthetic product



BDL131
SalI, XbaI
Fwd: BDL131_NF_SalI (SEQ ID NO: 962)



AATGTCGACAGAGAAATGTTGGCTATCTTCC



Rev: BDL131_NR_XbaI (SEQ ID NO: 963)



TATCTAGATCATCAGAGAGACCAATTGGCTTC



BDL132
SalI, XbaI
Fwd Nested: BDL132_NF_SalI (SEQ ID NO: 964)



AATGTCGACTTTGAATGGAACCATCATCTG



Fwd External: BDL132_EF_SalI (SEQ ID NO: 965)



TTAGTCGACCTGAATCTGTTTTTGAATGGAAC



Rev Nested: BDL132_NR_XbaI (SEQ ID NO: 966)



TATCTAGATTATTAGGTGGAAAGAACAAGCG



Rev External: BDL132_ER_XbaI (SEQ ID NO: 967)



TATCTAGATCAACAAGACAAGATAATGAAAGACACAG



BDL133
EcoRV
Fwd: BDL133_NF_EcoRV(SEQ ID NO: 968)



TAGATATCTTAAAATGCCGGAGAAAGG



Rev: BDL133_NR_EcoRV (SEQ ID NO: 969)



ATGATATCCTACTATCTTACACACAATGCATTCAG



BDL134_GA
SacI, XbaI
Synthetic product



BDL135
SalI, XbaI
Fwd: BDL135_NF_SalI (SEQ ID NO: 970)



ATAGTCGACGAAACATGGTTGAATCGGAC



Rev: BDL135_NR_XbaI (SEQ ID NO: 971)



TATCTAGATTAGACACTTTATGCCTCCTTTGTAG



BDL136
SalI, SacI
Fwd: BDL136_NF_SI (SEQ ID NO: 972)



AGCGTCGACTTAGAGAGAGATGCAGAAACGG



Rev: BDL136_NR_Sc (SEQ ID NO: 973)



CGAGCTCCTAATCTAGAGAAGACTTTTACATGCC



BDL137_GA
SacI, XbaI
Synthetic product



BDL139_GA
SacI, XbaI
Synthetic product



BDL141_GA
SacI, XbaI
Synthetic product



BDL142
SalI, XbaI
Fwd Nested: BDL142_NF_SalI (SEQ ID NO: 974)



AATGTCGACCATCCTCATGAATAATTCTACATC



Fwd External: BDL142_EF_SalI (SEQ ID NO: 975)



ACTGTCGACGCATTCCATTCATCCTCATGA



Rev Nested: BDL142_NR_Xba (SEQ ID NO: 976)



ATTCTAGAGTGTGATTATCAGTTTGTTCTCTC



Rev External: BDL142_ER_XbaI (SEQ ID NO: 977)



ATTCTAGAGAAACGACAAGTGATTATAATGG



BDL143
SalI, BamHI
Fwd: BDL143_F_SalI (SEQ ID NO: 978)



ACTGTCGACAACATGTTGTTTAACTGGACTAAG



Rev Nested: BDL143_NR_BamHI (SEQ ID NO: 979)



ATGGATCCTTACAGAACCGGTCAAGATGAAG



Rev External: BDL143_ER_BamHI (SEQ ID NO: 980)



ATGGATCCCAATAACTCGAACACGAACAAC



BDL144
EcoRV
Fwd: BDL144_F_EcoRV (SEQ ID NO: 981)



TAGATATCAACAATGATTACAGTAGCCCCCTTC



Rev Nested: BDL144_NR_EcoRV (SEQ ID NO: 982)



ATGATATCCTAACAAGCACAAGACTGATACAGC



Rev External: BDL144_ER_EcoRV (SEQ ID NO: 983)



ATGATATCCAAAAGCTAGCTACTAGTTTCATCAC



BDL145
SalI, XbaI
Fwd: BDL145_F_Sal (SEQ ID NO: 984)



ATAGTCGACGAAAGAAAGAGAAAGCAGAACATG



Rev: BDL145_NR_XbaI (SEQ ID NO: 985)



ATTCTAGATGGAGGAGCAAATACAAACTTG



BDL146
SalI, XbaI
Fwd: BDL146_F_SalI (SEQ ID NO: 986)



AATGTCGACGAAACTTGGTTTTGAGCTTAAC



Rev Nested: BDL146_NR_XbaI (SEQ ID NO: 987)



ATTCTAGATCATCCCATTGCTTTCTCTAGTATTAG



Rev External: BDL146_ER_XbaI (SEQ ID NO: 988)



ATTCTAGATTAAATGTATCGCTCCAAAAGAC



BDL148
SalI, SacI
Fwd Nested: BDL148_NF_SalI (SEQ ID NO: 989)



ACTGTCGACCTAATTCTCTCCGTCTCGATCG



Fwd External: BDL148_EF_SalI (SEQ ID NO: 990)



ACTGTCGACGACTGATTTTACGCTTTATTGCTC



Rev Nested: BDL148_NR_NEW_SacI (SEQ ID NO: 991)



GTGAGCTCTTAAACAGGTCATCTCGAGCCAC



Rev External: BDL148_ER_NEW_SacI (SEQ ID NO: 992)



GAGAGCTCCGTTGCCTGACAGAATCTTTG



Table 13. Provided are the PCR primers used for cloning the genes described in Table 12 above. Fwd = forward primer; Rev = reverse primer; Nested = nested primer for PCR (internal primer); External = external primer for PCR.














































































































































































































































































































































Sequencing of the amplified PCR products was performed, using ABI 377 sequencer (Amersham Biosciences Inc). To facilitate cloning of the cDNAs/genomic sequences, a 8-12 bp extension was added to the 5′ of each primer. The primer extension includes an endonuclease restriction site. The restriction sites were selected using two parameters: (a). The site did not exist in the cDNA sequence; and (b). The restriction sites in the forward and reverse primers were designed such that the digested cDNA is inserted in the sense formation into the binary vector utilized for transformation.
PCR products were digested with the restriction endonucleases (New England BioLabs Inc) according to the sites design in the primers (Table 13, above) and cloned into binary vectors according to Table 14, below. RACE products were sequenced as described hereinbelow for BDL108, BDL 110 and BDL111.





TABLE 14



Restriction enzyme sites used to clone the identified genes into binary vector









Restriction enzymes
Restriction enzymes




used for cloning into
used for cloning into
Restriction enzymes


Binary
binary vector-
binary vector-
used for digesting

Gene name
vector
FORWARD
REVERSE
the binary vector



BDL42
pBXYN
SaIl
EcoRI
SalI, EcoRI

BDL46
pBXYN
SalI
SmaI
SalI, Ecl136

BDL51
pBXYN
SaIl
EcoRI
SalI, EcoRI

BDL52
pBXYN
SaIl
EcoRI
SalI, EcoRI

BDL54
pBXYN
SaIl
EcoRI
SalI, EcoRI

BDL56
pBXYN
SaIl
EcoRI
SalI, EcoRI

BDL59
pBXYN
SaIl
EcoRI
SalI, EcoRI

BDL60
pBXYN
SaIl
EcoRI
SalI, EcoRI

BDL65
pBXYN
SalI
SmaI
SalI, Ecl136

BDL67
pBXYN
SalI
SmaI
SalI, Ecl136

BDL68
pBXYN
SalI
SmaI
SalI, Ecl136

BDL78
pBXYN
SaIl,
EcoRI
SalI, EcoRI

BDL82
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL89
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL95
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL100
pBXYN
SalI
SacI
SalI, SacI

BDL106
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL108
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL110
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL111
pBXYN
EcoRV
EcoRV
SmaI, Ecl136

BDL112
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL114
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL115
pBXYN
SmaI
SacI
SmaI, SacI

BDL116
pBXYN
EcoRV
EcoRV
SmaI, Ecl136

BDL119
pBXYN
EcoRV
EcoRV
SmaI, Ecl136

BDL120
pBXYN
SalI
SacI
SalI, SacI

BDL122
pBXYN
SaIl
EcoRI
SalI, EcoRI

BDL123
pBXYN
SaIl
EcoRI
SalI, EcoRI

BDL124
pBXYN
EcoRV
EcoRV
SmaI, Ecl136

BDL125
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL128
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL131
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL132
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL133
pBXYN
EcoRV
EcoRV
SmaI, Ecl 136 II

BDL135
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL136
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL142
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL143
pBXYN
BamHI
Sal I
SalI, Ecl 136 II

BDL144
pBXYN
EcoRV
EcoRV
SmaI, Ecl 136 II

BDL145
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL146
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL148
pBXYN
SaIl
EcoRI
SaIl, EcoRI

BDL113_GA
pBXYN
SacI
Xba I
SacI, Xba I

BDL127_GA
pBXYN
SacI
Xba I
SacI, Xba I

BDL129_GA
pBXYN
SacI
Xba I
SacI, Xba I

BDL130_GA
pBXYN
SacI
Xba I
SacI, Xba I

BDL134_GA
pBXYN
SacI
Xba I
SacI, Xba I

BDL137_GA
pBXYN
SacI
Xba I
SacI, Xba I

BDL139_GA
pBXYN
SacI
Xba I
SacI, Xba I

BDL141_GA
pBXYN
SacI
Xba I
SacI, Xba I



Table 14.








































































Each digested PCR product was inserted into a high copy vector pBlue-script KS plasmid vector [pBlue-script KS plasmid vector, stratagene (dot) com/manuals/212205 (dot) pdf] or into plasmids originating from these vectors. In cases where the pGXN high copy vector (originated from pBlue-script KS) was used, the PCR product was inserted upstream to the NOS terminator (SEQ ID NO:776) originated from pBI 101.3 binary vector (GenBank Accession No. U12640, nucleotides 4356 to 4693, SEQ ID NO:776) and downstream to the 35S promoter. In other cases (pKSJ — 6669a), the At6669 promoter (SEQ ID NO:775) was already cloned into the pBlue-script KS so the gene was introduced downstream of the promoter (Table 15 below). In all cases, after confirmation of the sequence of the cloned genes, the cloned cDNA accompanied or not with the NOS terminator was introduced into the pGI binary vector [pBXYN containing the 35S CaMV promoter] according to Table 14, hereinabove, via digestion with an appropriate restriction endonucleases. In any case the insert was followed by single copy of the NOS terminator (SEQ ID NO:776).





TABLE 15



Genes cloned from cDNA libraries or genomic DNA in a High copy number plasmid








High copy
Amplified from
Polynucleotide
Polypeptide








Gene Name
plasmid
Organism
Origin
SEQ ID NO:
SEQ ID NO:










BDL42
pGXN

Arabidopsis

mRNA
692
86

BDL46
pKS

Arabidopsis

mRNA
693
87

BDL51
pGXN

Arabidopsis

mRNA
694
88

BDL52
pGXN
Tomato
mRNA
695
713

BDL54
pGXN

Arabidopsis

mRNA
696
90

BDL56
pGXN

Arabidopsis

mRNA
697
91

BDL59
pGXN

Arabidopsis

mRNA
698
92

BDL60
pGXN

Arabidopsis

mRNA
699
93

BDL65
pKS

Arabidopsis

mRNA
700
94

BDL67
pKS

Arabidopsis

mRNA
701
714

BDL68
pKS

Arabidopsis

mRNA
702
96

BDL78
pGXN

Arabidopsis

mRNA
703
97

BDL82
pGXN

Arabidopsis

mRNA
704
98

BDL89
pGXN
Rice
mRNA
705
99

BDL95
pGXN
Rice
mRNA
706
715

BDL100
pGXN
Rice
mRNA
657
707

BDL106
pGXN
Canola
mRNA
658
52

BDL108
pGXN
Canola
mRNA
659
708

BDL110
pGXN
Canola
mRNA
660
709

BDL111
pKSJ_6669a
Canola
mRNA
661
710

BDL112
pGXN

Arabidopsis

mRNA
662
56

BDL114
pGXN

Arabidopsis

mRNA
664
58

BDL115
pKSJ

Arabidopsis

mRNA
665
59

BDL116
pKSJ_6669a

Arabidopsis

mRNA
666
60

BDL119
pKSJ_6669a

Arabidopsis

Genomic
667
711




DNA

BDL120
pGXN

Arabidopsis

mRNA
668
62

BDL122
pGXN

Arabidopsis

mRNA
669
63

BDL123
pGXN

Arabidopsis

mRNA
670
64

BDL124
pKSJ_6669a

Arabidopsis

mRNA
671
65

BDL125
pGXN

Arabidopsis

mRNA
672
66

BDL128
pGXN

Arabidopsis

mRNA
674
68

BDL131
pGXN

Arabidopsis

mRNA
677
71

BDL132
pGXN

Arabidopsis

mRNA
678
72

BDL133
pKSJ_6669a

Arabidopsis

mRNA
679
73

BDL135
pGXN

Arabidopsis

mRNA
681
75

BDL136
pGXN

Arabidopsis

mRNA
682
76

BDL142
pGXN

Arabidopsis

mRNA
686
80

BDL143
pKSJ

Arabidopsis

mRNA
687
81

BDL144
pKSJ_6669a

Arabidopsis

mRNA
688
82

BDL145
pGXN

Arabidopsis

mRNA
689
83

BDL146
pGXN

Arabidopsis

mRNA
690
84

BDL148
pGXN

Arabidopsis

mRNA
691
85

BDL113_GA
pGA4
Synthetic
GeneArt
663
57

BDL127_GA
pCR4Blunt-
Synthetic
GeneArt
673
67


TOPO

BDL129_GA
pGA4
Synthetic
GeneArt
675
69

BDL130_GA
pGA14
Synthetic
GeneArt
676
712

BDL134_GA
pGA4
Synthetic
GeneArt
680
74

BDL137_GA
pGA18
Synthetic
GeneArt
683
77

BDL139_GA
pGA15
Synthetic
GeneArt
684
78

BDL141_GA
pGA4
Synthetic
GeneArt
685
79



Table 15: Cloned and synthetic genes are provided along with the sequence identifiers of their polynucleotides and polypeptides. Also provided are the source organism, tissue and the cloning vectors.














































































The digested products and the linearized plasmid vector were ligated using T4 DNA ligase enzyme (Roche, Switzerland). The plasmid pPI was constructed by inserting a synthetic poly-(A) signal sequence, originating from pGL3 basic plasmid vector (Promega, Acc No U47295; by 4658-4811) into the HindIII restriction site of the binary vector pBI101.3 (Clontech, Acc. No. U12640). pGI ( FIG. 3 ) is similar to pPI, but the original gene in the backbone, the GUS gene, was replaced by the GUS-Intron gene followed by the NOS terminator (SEQ ID NO:776) (Vancanneyt. G, et al MGG 220, 245-50, 1990). pGI was used to clone the polynucleotide sequences, initially under the control of 35S promoter [Odell, J T, et al. Nature 313, 810-812 (28 Feb. 1985); SEQ ID NO:777.
Selected DNA sequences were synthesized by a commercial supplier GeneArt, GmbH [geneart (dot) com/)]. Synthetic DNA is designed in silico. Suitable restriction enzymes sites were added to the cloned sequences at the 5′ end and at the 3′ end to enabled later cloning into the pBXYN binary downstream of the CaMV 35S promoter (SEQ ID NO: 777).
Optimization of genes for expression in dicotyledonous plants—To optimize the coding sequence (in silico design), codon-usage Tables calculated from plant transcriptions were used [example of such Tables can be found in the Codon Usage Database available online at kazusa (dot) or (dot) jp/codon/]. The optimized coding sequences were designed in a way that no changes are introduced in the encoded amino acid sequence (of selected polypeptides from Table 1, Example 1) while using codons preferred for expression in dicotyledonous plants mainly Arabidopsis , Tomato, Canola and Soya while avoiding rare codons for Arabidopsis; and monocotyledonous plants such as maize. Such optimized sequences promote better translation rate and therefore higher protein expression levels. The genes for which codon optimized synthetic (artificial) sequences were prepared are: BDL-113 (SEQ ID NO:663 polynucleotide, SEQ ID NO:57 polypeptide), BDL-127 (SEQ ID NO:673 polynucleotide, SEQ ID NO:67 polypeptide), BDL-129 (SEQ ID NO:675 polynucleotide, SEQ ID NO:69 polypeptide), BDL-130 (SEQ ID NO:676 polynucleotide, SEQ ID NO:712 polypeptide), BDL-134 (SEQ ID NO:680 polynucleotide, SEQ ID NO:74 polypeptide), BDL-137 (SEQ ID NO:683 polynucleotide, SEQ ID NO:77 polypeptide), BDL-139 (SEQ ID NO:684 polynucleotide, SEQ ID NO:78 polypeptide), BDL-141 (SEQ ID NO:685 polynucleotide, SEQ ID NO:79 polypeptide).
Several polynucleotide sequences of the selected genes were cloned downstream of the CaMV 35S promoter (SEQ ID NO:777), the Arabidopsis At6669 promoter (SEQ ID NO:775) or the Napin seed specific promoter (SEQ ID NO:778).
The Napin (SEQ ID NO:778) promoter, which originates from Brassica napus , is characterized by a seed specific promoter activity [Stuitje A. R. et. al. Plant Biotechnology Journal 1 (4): 301-309]. The Napin promoter was amplified by direct PCR on genomic DNA extracted from leaf tissue [using the DNAeasy kit (Qiagen Cat. No. 69104)] using the following PCR primers: Napin F HindIII 5′-ATAAGCTTATTGATTCCTTTAAAGACTTATGTT (SEQ ID NO:993) and Napin R SalI 5′-TCGTCGACGGGTGTATGTTTTTAATCTTGTTT (SEQ ID NO:994). An example of a gene cloned downstream of the Napin promoter sequence is BDL65 (SEQ ID NO:700).
For 9 genes, namely BDL52, BDL67, BDL95, BDL100, BDL108, BDL110, BDL111, BDL119 and BDL130, the protein translation of the amplified cDNA sequence did not match the initial bioinformatics prediction of the protein sequences. The polypeptide sequences encoded by the cloned and their sequence identifiers are as follows: BDL52 (SEQ ID NO:713), BDL67 (SEQ ID NO:714), BDL95 (SEQ ID NO:715), BDL100 (SEQ ID NO:707), BDL108 (SEQ ID NO:708), BDL110 (SEQ ID NO:709), BDL111 (SEQ ID NO:710), BDL119 (SEQ ID NO:711) and BDL130 (SEQ ID NO:712). Note that the BDL119 gene is predicted to be a non-coding RNA (e.g., a regulatory RNA). The BDL119 polynucleotide was cloned from a genomic DNA and BDL119 cDNA is provided in SEQ ID NO:667.
Example 5
Producing Transgenic Arabidopsis Plants Expressing the Identified Polynucleotides of the Invention
Materials and Experimental Methods
Plant transformation—The Arabidopsis thaliana var Columbia (T 0 plants) were transformed according to the Floral Dip procedure [Clough S J, Bent A F. (1998) Floral dip: a simplified method for Agrobacterium-mediated transformation of Arabidopsis thaliana . Plant J. 16(6): 735-43; and Desfeux C, Clough S J, Bent A F. (2000) Female reproductive tissues are the primary targets of Agrobacterium-mediated transformation by the Arabidopsis floral-dip method. Plant Physiol. 123(3): 895-904] with minor modifications. Briefly, Arabidopsis thaliana Columbia (Col0) T 0 plants were sown in 250 ml pots filled with wet peat-based growth mix. The pots were covered with aluminum foil and a plastic dome, kept at 4° C. for 3-4 days, then uncovered and incubated in a growth chamber at 18-24° C. under 16/8 hours light/dark cycles. The T o plants were ready for transformation six days before anthesis.
Single colonies of Agrobacterium carrying the binary vectors harboring the seed oil genes were cultured in LB medium supplemented with kanamycin (50 mg/L) and gentamycin (50 mg/L). The cultures were incubated at 28° C. for 48 hours under vigorous shaking and centrifuged at 4000 rpm for 5 minutes. The pellets comprising Agrobacterium cells were resuspended in a transformation medium which contained half-strength (2.15 g/L) Murashige-Skoog (Duchefa); 0.044 μM benzylamino purine (Sigma); 112 μg/L B5 Gambourg vitamins (Sigma); 5% sucrose; and 0.2 ml/L Silwet L-77 (OSI Specialists, CT) in double-distilled water, at pH of 5.7.
Transformation of T 0 plants was performed by inverting each plant into an Agrobacterium suspension such that the above ground plant tissue was submerged for 3-5 seconds. Each inoculated T 0 plant was immediately placed in a plastic tray, then covered with clear plastic dome to maintain humidity and was kept in the dark at room temperature for 18 hours to facilitate infection and transformation. Transformed (transgenic) plants were then uncovered and transferred to a greenhouse for recovery and maturation. The transgenic T 0 plants were grown in the greenhouse for 3-5 weeks until siliques were brown and dry, then seeds were harvested from plants and kept at room temperature until sowing.
For generating T 1 and T 2 transgenic plants harboring the genes, seeds collected from transgenic T 0 plants were surface-sterilized by soaking in 70% ethanol for 1 minute, followed by soaking in 5% sodium hypochlorite and 0.05% triton for 5 minutes. The surface-sterilized seeds were thoroughly washed in sterile distilled water then placed on culture plates containing half-strength Murashig-Skoog (Duchefa); 2% sucrose; 0.8% plant agar; 50 mM kanamycin; and 200 mM carbenicylin (Duchefa). The culture plates were incubated at 4° C. for 48 hours then transferred to a growth room at 25° C. for an additional week of incubation. Vital T 1 Arabidopsis plants were transferred to a fresh culture plates for another week of incubation. Following incubation the T 1 plants were removed from culture plates and planted in growth mix contained in 250 ml pots. The transgenic plants were allowed to grow in a greenhouse to maturity. Seeds harvested from T 1 plants were cultured and grown to maturity as T 2 plants under the same conditions as used for culturing and growing the T 1 plants.
Example 6
Identification of Novel Promoters
Constitutive promoters allow continuous expression of genes regulated thereby throughout the plant. A widely used example for a constitutive promoter is the CaMV35S promoter from cauliflower mosaic virus (SEQ ID NO:777).
One of the important requirements for an engineered plant is to activate the gene-of-interest in the right tissue or organ, and/or at the appropriate time (e.g., a certain developmental stage, under certain environmental conditions). For example, in order to influence a unique tissue such as seed, the gene-of-interest may be induced for expression (activated) at a certain developmental stage such as pre embryo fertilization, post fertilization, early or late embryogenesis. For example, to improve yield and/or oil content of a plant, the expression of the gene-of-interest may be regulated by a promoter having an expression pattern appropriate for seed development. Thus, the combination of a target gene with specific promoters such as developmental specific promoter (such as seed, carpel, stem, seedling) may increase the desired effect of the gene (e.g., improve yield and/or oil content) and may avoid undesired influence of the gene on other biological processes in other tissues, for example, cell structure, plant architecture.
The present inventors have isolated and validated novel developmental specific promoters from different stages of plant development and/or plant tissues, having different levels of gene expression. The following description summarizes the process of selection and cloning of the novel Arabidopsis promoters.
Cloning and analysis of promoters—The novel Arabidopsis promoters of the invention were selected based on the expression profile of the native genes positioned downstream (3′) to the promoter sequences (see Table 16, below).





TABLE 16



Expression profile based on microarray analysis










Gene 3′ to








the

promoter
AT1G30860
AT2G31160
AT2G39640
AT3G21380
AT3G24510
AT3G61040
AT4G15975



Description
expressed
Protein of
Glycosyl
similar to
Encodes a
cytochrome
Zinc

of gene
protein
unknown
hydrolase
jacalin lectin
defensin-
P450
finger,

product

function
family
family protein
like
family
C3HC4



(DUF640)
17
[ Arabidopsis
(DEFL)
protein
type




protein
thaliana ]
family

(RING





(TAIR: At1g52040.1)
protein

finger)

Specificity/
Seed
Stem
Seed
Seed
Carpel
Seed
Seedling

normalized

expression

level

carpels
28.89
6.89
35.03
50.33
462.3
23.75
16.29

cauline
58.82
26.06
18.62
8.48
4
40.36
4

cotyledons
27.56
35.91
30.1
4
4.59
36.86
39.32

flower
21.59
97.92
35.48
32.46
23.73
26.94
18.92

hypocotyl
48.59
782.8
30.62
31.39
6.32
27.57
31.21

inflorescence
23.93
643.83
24.23
39.18
4
32.95
4

leaf
9.61
41.3
25
7.73
5.95
42.8
23.3

pedicels
4
12.22
22.78
13.35
4.12
39.68
20.16

petals
4
16
41.7
14
4.48
36.9
17.2

petiole
4
174.5
15.23
20.1
4
55.57
28.04

pollen
56.49
16.3
36.44
19.85
4
16.31
20.17

root
20
91.6
39
38.2
6.91
35.8
19.3

rosette
8.19
37.84
26.28
17.49
4.78
33.78
27.05

seed
1172.9
52.49
30.41
1702.9
10.89
1186.5
24.34

seedling
16.78
65.72
30.6
19.9
6.92
37.95
81.98

sepals
77.8
19.3
30
9.09
4
53.9
13.2

shoot
19.22
631.3
26.5
34.29
4.84
26.34
21.36

siliques
61.36
60.56
132.9
16.83
698.8
39.27
22.16

stamen
66.15
17.04
32.04
62.88
4
20.98
21.67

stem
24.18
449.5
18.17
15.99
6.77
38.93
5.62



Table 16. Provided are the results of a microarray expression profile of genes (GenBank Accession NOs.) positioned 3′ of the identified promoters.

Shown are the tissue specifcity of the promoters and the normalized expression levels of each gene in the specific tissue.




















































Table 17, hereinbelow, provides the sequence identifiers of the novel promoters of the invention, along with the sequence identifiers of the genes and the polypeptides encoded thereby positioned downstream of the novel promoters of the invention.





TABLE 17



Identification of novel promoters







The polynucleotides
The polypeptides (GenBank



(GenBank Accession Nos. and
Accession Nos. and SEQ ID NO:)

Promoter
SEQ ID NO:) positioned
encoded by the polynucleotides

designation
downstream of the identified
positioned downstream of the
Promoter

(SEQ ID NO:)
promoters
identified promoters
length (bp)








PrBDL40 L
AT1G30860 (SEQ ID
AT1G30860_P1 SEQ ID NO: 800
2970

(SEQ ID
NO: 793)

NO: 779)

PrBDL40 S
AT1G30860 (SEQ ID
AT1G30860_P1 SEQ ID NO: 800
2238

(SEQ ID
NO: 793)

NO: 780)

PrBDL34 L
AT2G31160 (SEQ ID
AT2G31160_P1 SEQ ID NO: 801
3097

(SEQ ID
NO: 794)

NO: 781)

PrBDL34 S
AT2G31160 (SEQ ID
AT2G31160_P1 SEQ ID NO: 801
3000

(SEQ ID
NO: 794)

NO: 782)

PrBDL36 L
AT2G39640 (SEQ ID
AT2G39640_P1 SEQ ID NO: 802
2889

(SEQ ID
NO: 795)

NO: 783)

PrBDL36 S
AT2G39640 (SEQ ID
AT2G39640_P1 SEQ ID NO: 802
831

(SEQ ID
NO: 795)

NO: 784)

PrBDL38 L
AT3G21380 (SEQ ID
AT3G21380_P1 SEQ ID NO: 803
3000

(SEQ ID
NO: 796)

NO: 785)

PrBDL38 S
AT3G21380 (SEQ ID
AT3G21380_P1 SEQ ID NO: 803
880

(SEQ ID
NO: 796)

NO: 786)

PrBDL37 L
AT3G24510 (SEQ ID
AT3G24510_P1 SEQ ID NO: 804
3000

(SEQ ID
NO: 797)

NO: 787)

PrBDL37 S
AT3G24510 (SEQ ID
AT3G24510_P1 SEQ ID NO: 804
1423

(SEQ ID
NO: 797)

NO: 788)

PrBDL39 L
AT3G61040 (SEQ ID
AT3G61040_P1 SEQ ID NO: 805
3000

(SEQ ID
NO: 798)

NO: 789)

PrBDL39 S
AT3G61040 (SEQ ID
AT3G61040_P1 SEQ ID NO: 805
1159

(SEQ ID
NO: 798)

NO: 790)

PrBDL35 L
AT4G15975 (SEQ ID
AT4G15975_P1 SEQ ID NO: 806
2881

(SEQ ID
NO: 799)

NO: 791)

PrBDL35 S
AT4G15975 (SEQ ID
AT4G15975_P1 SEQ ID NO: 806
942

(SEQ ID
NO: 799)

NO: 792)



Table 17. Provided are the identified promoters, their length and sequence identifiers along with the genes found downstream to the promoters.




































































Construction of promoter::GUS fusion nucleic acid construct for analysis of expression pattern of the identified promoters—For cloning of each of the promoter sequences two sets of primers that span the predicted promoter sequence were designed. The short sequence of the promoter was amplified using a 3′ primer sequence selected near the start codon of the coding sequence of the downstream gene (which is located downstream to the promoter sequences) and a 5′ primer sequence selected from the sequence that is downstream to the adjacent upstream gene. The long sequence of the promoter was using a 3′ primer sequence selected from the start of the untranslated region (5′UTR) of the gene downstream of the promoter and a 5′ primer sequence located 3 kb upstream of the 3′ primer (See Table 18, below). Each promoter sequences was translationally fused to the GUS coding sequence (a reporter gene).
All sequences were amplified by PCR. The PCR products were purified using MINELUTE® (QIAGEN GmbH) PCR purification kit (Qiagen) and sequencing of the amplified PCR products was performed, using ABI 377 sequencer (Applied Biosystems). To facilitate cloning of the promoter sequences, a 8-12 bp extension was added to the 5′ of each primer. The primer extension includes an endonuclease restriction site. The restriction sites are selected using two parameters: a.) The site does not exist in the promoter sequence. b.) The restriction sites in the forward and reverse primers are designed so the digested genomic DNA is inserted in the sense formation into the binary vector utilized for transformation. For instance, the pGI plasmid vector was constructed by inserting a synthetic poly-(A) signal sequence, originating from pGL3 basic plasmid vector (Promega, Acc. No. U47295; by 4658-4811) into the HindIII restriction site of the binary vector pBI101.3 (Clontech, Acc. No. U12640) and GUS-Intron gene (Vancanneyt. G, et al MGG 220, 245-50, 1990). Another plasmid vector used for cloning was the pMBLArt (Gleave A P. Plant Mol Biol. 1992 December; 20(6): 1203-7).
The digested PCR products were first subcloned into pBlue-script KS [(originated from the pBlue-script KS plasmid vector stratagene (dot) com/manuals/212205 (dot) pdf)] followed by cloning into pGI binary vector with the GUS-Intron gene (Vancanneyt. G, et al MGG 220, 245-50, 1990) and the NOS terminator originated from pBI 101.3 binary vector (GenBank Accession No. U12640; GI:529333 nucleotides 4356 to 4693, SEQ ID NO:776). Some of the PCR products were first sublcloned pBlue-script KS [(originated from the pBlue-script KS plasmid vector stratagene (dot) com/manuals/212205 (dot) pdf)] with the GUS-Intron gene (Vancanneyt. G, et al MGG 220, 245-50, 1990) and the NOS terminator originated from pBI 101.3 binary vector followed by cloning the entire cassette into the binary vector pMBLArt (according to Table 19). The digested PCR product and the linearized plasmid vector were ligated using T4 DNA ligase enzyme (Roche, Switzerland). The primers used for cloning are provided in Table 18.





TABLE 18



Primers used for the cloning of the novel promoters






Restriction



Enzymes used
Primers used for amplification/

Promoter Name
for cloning
SEQ ID NO:



PrBDL34_L
PstI, SalI
Fwd: PrBDL34_EF_PstI-



ATCTGCAGGAAATTGGAAAAGGGTTTAAC/



SEQ ID NO: 995



Rev: PrBDL34_ER_SalI-



ATTGTCGACGATTAGTTCTTGATTCTTGATCTTTC/



SEQ ID NO: 996



PrBDL35 L
HindIII, SalI
Fwd: PrBDL_35_F_HindIII-



ATAAAGCTTCATTGACTTGAGATTCAGTTCATG/



SEQ ID NO: 997



Rev: PrBDL_35_R_SalI-



ATTGTCGACAGAGAAGTGAATGAAGATTTTAGG/



SEQ ID NO: 98



PrBDL36 L
SalI, XbaI
Fwd: PrBDL_36_F_SalI-



AATGTCGACCGAATCAATACGTAACTTTCAATC/



SEQ ID NO: 999



Rev: PrBDL_36_R_XbaI-



TATCTAGATGCTTTGTTTTGTTTTGTTTTG/



SEQ ID NO: 1000



PrBDL37_S
HindIII, SalI
Fwd: PrBDL37_Short_F_HindIII-



ACTAAGCTTGACTTGATACTAACGAGGAAATG/



SEQ ID NO: 001



Rev: PrBDL37_Short_R_SalI-



TGTGTCGACTTTCAAATTTTTAGAATGGGAG/



SEQ ID NO: 1002



PrBDL38_S
PstI, SalI
Fwd: PrBDL38_Short_Fl_PstI-



AACTGCAGAGCTCACGAGTGTGTTTTTGG/



SEQ ID NO: 1003



Rev: PrBDL38_Short_R_SalI-



ATTGTCGACTGTATCTGATCATATCTTACCGG/



SEQ ID NO: 1004



PrBDL39 L
HIndIII, SmaI
Fwd: PrBDL_39_F_HindIII-



ATTAAGCTTCCTGCAACAATGATTTATTATG/



SEQ ID NO: 1005



Rev: PrBDL_39_R_SmaI-



TCCCGGGCTAATATTATGCACGCTTCGTC/



SEQ ID NO: 1006



PrBDL40 L
HindIII, SalI
Fwd: PrBDL_40_F_HindIII-



TATAAGCTTCATCTCGGACTTGATATCGTC/



SEQ ID NO: 1007



Rev: PrBDL_40_R_SalI-1-



ATTGTCGACGAATCGAACAAACGAACATAAA/



SEQ ID NO: 1008



Table 18.





































































Table 19, hereinbelow, provides the cloning vectors used to clone each of the identified promoters.





TABLE 19



Promoters cloned into different binary vectors







Promoter
Cloned In pGI
Cloned In pMBLArt





PrBDL40 L

V


PrBDL34 L

V


PrBDL36 L
V


PrBDL38 S

V


PrBDL37 S

V


PrBDL39 L

V


PrBDL35 L

V





Table 19: Provided are the promoter designations (sequence identifiers are given in Table 17, above) and the vectors used for their cloning.


“V” indicates that the promoter was cloned in the noted vector.



























Constructs were transformed into Arabidopsis plants as described in Example 5 above and expression analysis based on the monitoring the expression level of the GUS gene (GUS staining) was performed essentially as described in Jefferson R A. et. al. 1987 EMBO J 6 (13), 3901-3907; and Meissner et. al. 2000 Plant Journal 22 (3), 265-274.
The level of GUS staining was determined according to the intensity of the blue color. Table 20, below, provides the coloring level of GUS staining.





TABLE 20



Coloring level










no color
0


medium −
2


medium dark
3


medium +
4


darkest
5





Table 20: The index of blue color intensity.
























Table 21, hereinbelow, describes the expression pattern of the cloned promoters.





TABLE 21



Expression pattern of developmental stage promoters











Promoter








SEQ ID

Small
Large

Promoter
NO:
Event
flowers
flowers
Leaves
Stalk
Siliques



pMBL_GI
777
5681.1
4-5
2
3
2-5
2-5

pMBL_GI
777
5681.2
4-5
2
2-3
2-5
3-5

pMBL_GI
777
5681.3
4-5
2
3
2-5
2-5

pMBL_GI
777
5681.4
4-5
2
3
3-5
3-5

pMBL_GI
777
5681.5
4-5
2
3
2-5
2-5

pM_PrBDL40_YN
779
6552.1
0
0
1
1-3
1

pM_PrBDL40_YN
779
6552.2
0
0
1
0-2
0

pM_PrBDL40_YN
779
6552.3
3
3
3
3
3

pM_PrBDL40_YN
779
6552.4
0
5
1
5
0

pM_PrBDL40_YN
779
6554.1
0
0
0
0-1
0

pM_PrBDL40_YN
779
6554.2
1
4
0-5
3
0

pM_PrBDL40_YN
779
6554.3
0
4
0-5
5
0

pM_PrBDL40_YN
779
6554.4
0
1-2
0-2
0
0

pM_PrBDL39_YN
789
6501.1
0
0
0
0
0

pM_PrBDL39_YN
789
6501.2
1
0
0
0
0

pM_PrBDL39_YN
789
6501.3
0
0
0
0
0

pM_PrBDL39_YN
789
6501.4
0
0
0
0
0

pM_PrBDL39_YN
789
6501.5
0
0
0
0
0

pM_PrBDL39_YN
789
6502.1
0
0
0
0
0

pM_PrBDL39_YN
789
6502.2
0
0
0
0
0

pM_PrBDL39_YN
789
6502.3
0
0
0
0
0

pM_PrBDL39_YN
789
6502.4
0
0
0
0
0

pM_PrBDL39_YN
789
6502.5
0
0
0
0
0

pM_PrBDL35_YN
791
6512.1
0
0
0
0
0

pM_PrBDL35_YN
791
6512.2
0
0
0
0
0

pM_PrBDL35_YN
791
6512.3
0
0
0
0
3

pM_PrBDL35_YN
791
6512.4
0
0
0
0
0

pM_PrBDL35_YN
791
6512.5
0
0
0
0
0

pM_PrBDL35_YN
791
6511.1
0
0
0
0
0

pM_PrBDL35_YN
791
6511.2
0
0
0
0
3-5

pM_PrBDL35_YN
791
6511.3
0
0
0
0
1-2

pM_PrBDL35_YN
791
6511.4
0
0
0
0
0

pM_PrBDL35_YN
791
6511.5
0
0
0
0
0

WT


0
0
0
0
0



Table 21. “pM” or “pMBL” refer to the binary vector pMBLArt which includes the CaMV35S promoter (SEQ ID NO: 777).

“Y” or “GI” refer to GUS intron.

“N” refers to NOS terminator.

pMBL_GI serves as a positive control.

PrBDL40 = SEQ ID NO: 779 (L);

PrBDL39 = SEQ ID NO: 789 (L));

PrBDL35 = SEQ ID NO: 791 (L)





























































These results demonstrate that the novel promoters of the invention are capable of directing expression of a heterologous polynucleotide in a host cell in a tissue specific and/or developmental stage-specific manner.
Example 7
Improved Transgenic Plant Performance
To analyze the effect of expression of the isolated polynucleotides in plants, plants were grown in pots with an adequate amount of nutrients and water. The plants were analyzed for their overall size, growth rate, time to inflorescence emergence (bolting) and flowering, seed yield, weight of 1,000 seeds, dry matter and harvest index [(HI) seed yield/dry matter]. Transgenic plants performance was compared to control plants grown in parallel under the same conditions. Mock-transgenic plants with an empty vector or expressing the uidA reporter gene (GUS-Intron) under the same promoter were used as control.
Parameters were measured as described in Example 3 above.
Statistical analyses—Plant growth rate, plant area, time to bolt, time to flower, weight of 1,000 seeds, seed yield, oil yield, dry matter, and harvest index area data were analyzed using t-test. To identify outperforming genes and constructs, results from mix of transformation events or independent events were analyzed. For gene versus control analysis t-test was applied, using significance of p<0.1. The JMP statistics software package was used (Version 5.2.1, SAS Institute Inc., Cary, N.C., USA).
Experimental Results
Plants expressing the polynucleotides of the invention were assayed for a number of commercially desired traits. Table 22 provides the parameters measured in a tissue culture assay (results are presented in Table 23).






TABLE 22



Parameter


symbol used in result Table 23
Parameter name








1
Leaf Area time point 1

2
Leaf Area time point 2

3
Leaf Area time point 3

4
Roots Length time point 1

5
Roots Length time point 2

6
Roots Length time point 3

7
Roots Coverage time point 1

8
Roots Coverage time point 2

9
Roots Coverage time point 3

10
RGR of Leaf Area time point 2

11
RGR of Leaf Area time point 3

12
RGR of Roots Coverage time point 2

13
RGR of Roots Coverage time point 3

14
RGR of Roots Length time point 2

15
RGR of Roots Length time point 3

16
Fresh Weight

17
Dry Weight



Table 22.

RGR = relative growth rate.






































Analysis of plants in tissue culture assay—Table 23, hereinbelow, depicts analyses of seed yield in plants overexpressing the polynucleotides of the invention under the regulation of the constitutive 35S (SEQ ID NO:777) or At6669 (SEQ ID NO:775) promoters. In cases where a certain event appears more than once, the event was tested in several independent experiments.





TABLE 23



Results obtained in a tissue culture assay






















Gene
Ev.
Par.
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
























BDL100
7872.2
P










0.10

0.07
0.34
0.17



BDL100
7872.2
Av










1.15

1.77
1.24
1.40

BDL100
7872.3
P










0.22

0.19

0.01

BDL100
7872.3
Av










1.10

1.46

1.63

BDL100
7873.2
P










0.16
0.75
0.02
0.51
0.01

BDL100
7873.2
Av










1.12
1.13
1.94
1.17
1.75

BDL100
7873.3
P










0.24

0.09

0.01

BDL100
7873.3
Av










1.16

1.47

1.76

BDL100
7873.4
P







0.20
0.06
0.16


0.01

0.06

BDL100
7873.4
Av







1.12
1.25
1.22


1.17

1.12

BDL108
8122.1
P









0.20
0.24

0.50

0.11

BDL108
8122.1
Av









1.38
1.35

1.32

1.58

BDL108
8122.2
P









0.09

0.09

0.12

BDL108
8122.2
Av









1.83

1.47

1.27

BDL108
8123.5
P












0.77

0.32

BDL108
8123.5
Av












1.13

1.31

BDL108
8123.6
P

BDL108
8123.6
Av

BDL110
8092.1
P


0.05



0.41



0.13

0.42

0.31

0.31

BDL110
8092.1
Av


1.23



1.13



1.39

1.16

1.15

1.33

BDL110
8092.2
P










0.35
0.22
0.13
0.18
0.04

BDL110
8092.2
Av










1.22
3.01
1.25
2.69
1.33

BDL110
8092.5
P
0.00
0.01
0.00







0.01
0.18
0.16
0.11
0.33

0.01

BDL110
8092.5
Av
1.86
1.30
1.53







1.40
2.04
1.58
2.58
1.11

2.24

BDL110
8095.2
P
0.00









0.05
0.22
0.00

0.03

0.10

BDL110
8095.2
Av
1.53









1.47
1.23
1.62

1.40

1.56

BDL110
8722.3
P










0.07
0.01
0.22
0.05
0.06

0.16

BDL110
8722.3
Av










1.36
2.31
1.14
2.47
1.28

1.47

BDL114
7741.3
P









0.07
0.66
0.01
0.01
0.02
0.15

BDL114
7741.3
Av









1.51
1.17
1.84
1.51
1.75
1.37

BDL114
7741.6
P



0.24
0.34

0.64


0.00
0.25

BDL114
7741.6
Av



1.14
1.22

1.13


1.40
1.23

BDL114
7742.1
P



0.36

0.26
0.19
0.62
0.14
0.06




0.51

BDL114
7742.1
Av



1.12

1.15
1.32
1.14
1.29
1.49




1.16

BDL114
7742.3
P









0.17
0.69
0.08
0.09
0.08
0.01

BDL114
7742.3
Av









1.28
1.24
2.68
2.00
2.89
1.80

BDL114
7742.5
P









0.24
0.37
0.31
0.06
0.59
0.06

BDL114
7742.5
Av









1.22
1.40
1.47
2.31
1.27
2.05

BDL116
7481.2
P









0.32

0.06

0.16
0.04

BDL116
7481.2
Av









1.34

1.59

1.27
1.14

BDL116
7481.7
P











0.03
0.21
0.01
0.07

BDL116
7481.7
Av











1.85
1.44
2.11
1.59

BDL116
7481.8
P



0.30
0.13
0.24
0.59
0.30
0.42
0.27
0.36
0.62

0.17

BDL116
7481.8
Av



1.25
1.40
1.26
1.15
1.34
1.26
1.16
1.17
1.12

1.20

BDL116
7482.2
P









0.46
0.62
0.22
0.35
0.02
0.17

BDL116
7482.2
Av









1.11
1.16
1.40
1.56
1.44
1.58

BDL116
7485.1
P









0.21

0.26
0.20
0.03
0.10

BDL116
7485.1
Av









1.27

1.78
1.47
2.06
1.44

BDL120
7891.3
P











0.12
0.07
0.01
0.01

BDL120
7891.3
Av











1.35
1.41
1.63
1.52

BDL120
7892.4
P









0.28
0.42
0.04
0.15
0.02
0.03

BDL120
7892.4
Av









1.15
1.12
2.33
1.44
2.49
1.70

BDL120
7892.6
P












0.03
0.77
0.02

BDL120
7892.6
Av












1.63
1.12
1.44

BDL120
7893.2
P










0.36

0.17
0.57
0.06

0.28

BDL120
7893.2
Av










1.27

1.96
1.14
1.86

1.26

BDL120
7893.5
P












0.30

0.45

BDL120
7893.5
Av












1.73

1.49

BDL123
8082.1
P










0.05
0.54
0.07
0.17
0.11

BDL123
8082.1
Av










1.37
1.19
1.38
1.58
1.59

BDL123
8082.3
P











0.27
0.12
0.33
0.01

0.43

BDL123
8082.3
Av











1.64
1.75
1.41
1.85

1.18

BDL123
8082.6
P











0.03
0.07
0.07
0.01

BDL123
8082.6
Av











1.67
1.52
2.05
1.62

BDL123
8083.2
P










0.07
0.35
0.45
0.31
0.07

BDL123
8083.2
Av










1.25
1.62
1.50
1.67
1.86

BDL123
8083.3
P









0.20

0.72
0.11
0.34
0.18

BDL123
8083.3
Av









1.34

1.12
1.57
1.28
1.51

BDL125
7491.1
P









0.30


0.36

0.26

BDL125
7491.1
Av









1.16


1.46

1.38

BDL125
7491.5
P










0.16

0.03
0.43
0.01

BDL125
7491.5
Av










1.24

2.32
1.28
2.15

BDL125
7492.5
P









0.29

0.03
0.22
0.00
0.04

BDL125
7492.5
Av









1.22

2.17
1.54
2.83
1.61

BDL125
7494.1
P




0.04
0.07

0.05
0.14


0.30

0.08


0.23

BDL125
7494.1
Av




1.21
1.20

1.41
1.43


1.81

2.60


1.45

BDL125
7495.5
P









0.36
0.51
0.05
0.09
0.05
0.00

BDL125
7495.5
Av









1.12
1.10
3.54
1.45
3.05
1.82

BDL128
7711.3
P














0.37

BDL128
7711.3
Av














1.35

BDL128
8361.5
P











0.13
0.08
0.10
0.09

BDL128
8361.5
Av











1.74
1.43
1.91
1.66

BDL128
8362.2
P










0.32

0.18

0.35

BDL128
8362.2
Av










1.17

1.31

1.36

BDL128
8363.2
P










0.04
0.30
0.05
0.15
0.00

BDL128
8363.2
Av










1.24
1.37
1.46
1.83
1.46

BDL128
8365.2
P










0.02

0.01

0.11

BDL128
8365.2
Av










1.70

3.04

2.64

BDL129
7691.2
P
0.13
0.40
0.35





0.54

0.63
0.00
0.18
0.03
0.52
0.00
0.09

BDL129
7691.2
Av
1.40
1.30
1.34





1.27

1.14
2.99
1.77
2.10
1.17
1.83
1.73

BDL129
7692.2
P


0.10







0.16
0.01
0.00
0.03
0.00
0.03
0.09

BDL129
7692.2
Av


1.16







1.29
3.43
1.85
1.82
1.71
1.85
1.42

BDL129
7692.5
P









0.03


0.09

0.08

BDL129
7692.5
Av









1.37


1.71

1.61

BDL129
7693.1
P









0.51

0.00
0.27
0.00
0.27

BDL129
7693.1
Av









1.37

2.05
1.58
1.82
1.52

BDL129
7693.4
P











0.07
0.09
0.05
0.13

BDL129
7693.4
Av











2.43
1.83
1.69
1.60

BDL130
7661.7
P
0.06
0.01
0.00







0.00
0.02
0.12
0.04
0.01
0.01
0.27

BDL130
7661.7
Av
1.22
1.14
1.32







1.45
3.08
1.79
2.15
1.58
1.88
1.23

BDL130
7663.1
P

0.03
0.25






0.00


0.00

0.00

0.67

BDL130
7663.1
Av

1.24
1.20






1.40


1.41

1.53

1.10

BDL130
7663.3
P










0.06
0.42
0.01
0.62
0.01

BDL130
7663.3
Av










1.60
1.29
2.93
1.14
1.96

BDL130
7663.6
P










0.12
0.03
0.08
0.04
0.00

BDL130
7663.6
Av










1.21
2.28
1.75
1.98
1.79

BDL130
7664.5
P
0.33
0.03
0.00


0.10
0.07
0.26
0.00
0.02


0.00

0.00
0.51

BDL130
7664.5
Av
1.11
1.35
1.35


1.16
1.19
1.11
1.31
1.33


1.37

1.42
1.10

BDL130
8572.4
P
0.01
0.07
0.07







0.23
0.05
0.00
0.10
0.00
0.00
0.01

BDL130
8572.4
Av
1.47
1.18
1.29







1.20
2.51
2.92
1.72
2.16
2.33
2.68

BDL130
8573.5
P

0.35
0.08


0.32


0.15

0.29
0.28
0.09

0.09
0.04
0.18

BDL130
8573.5
Av

1.12
1.21


1.13


1.28

1.22
1.30
1.91

1.33
1.36
1.24

BDL130
8574.2
P








0.39
0.46
0.23
0.28
0.05

0.06
0.16
0.10

BDL130
8574.2
Av








1.17
1.15
1.28
1.44
1.84

1.64
1.37
1.60

BDL130
8574.4
P
0.03
0.05
0.01
0.37
0.13
0.05
0.17
0.03
0.02

0.14
0.61
0.55


0.05
0.05

BDL130
8574.4
Av
1.46
1.50
1.65
1.40
1.35
1.32
1.98
2.00
2.05

1.25
1.12
1.14


2.26
2.30

BDL130
8575.1
P
0.00
0.00
0.00

0.11
0.08
0.00
0.03
0.02


0.13

0.03
0.13
0.00
0.31

BDL130
8575.1
Av
1.44
1.51
1.56

1.21
1.28
1.50
1.94
1.88


1.32

1.35
1.20
2.07
1.59

BDL131
8631.1
P
0.02










0.40
0.06


0.05
0.00

BDL131
8631.1
Av
1.36










1.23
1.77


1.82
1.65

BDL131
8632.2
P
0.01
0.01
0.01

0.24
0.15

0.25
0.03


0.03
0.20
0.00

0.03
0.05

BDL131
8632.2
Av
1.61
1.64
1.66

1.20
1.19

1.30
1.60


2.05
1.58
1.65

3.33
2.82

BDL131
8633.2
P
0.14









0.39
0.48
0.05

0.14
0.11
0.08

BDL131
8633.2
Av
1.12









1.21
1.22
2.07

1.20
1.38
1.74

BDL131
8634.2
P
0.00
0.13
0.08





0.13

0.22
0.03
0.00
0.00
0.01
0.00
0.00

BDL131
8634.2
Av
1.34
1.23
1.35





1.27

1.23
2.70
2.39
2.04
1.54
2.04
2.49

BDL131
8635.4
P
0.00
0.15
0.23
0.08
0.12
0.18
0.12
0.09
0.11
0.49
0.30
0.27

0.51

0.05
0.03

BDL131
8635.4
Av
1.24
1.41
1.70
1.14
1.26
1.28
1.35
1.77
1.79
1.20
1.34
1.41

1.17

1.68
2.07

BDL133
8542.2
P











0.45



0.47
0.52

BDL133
8542.2
Av











1.10



1.11
1.20

BDL133
8542.3
P

0.04
0.02

0.02
0.00

0.02
0.01
0.05
0.21
0.01
0.16
0.01
0.03
0.10
0.00

BDL133
8542.3
Av

1.41
1.72

1.30
1.47

1.84
2.02
1.48
1.53
1.95
1.24
1.45
1.42
1.69
1.85

BDL133
8543.4
P
0.16
0.10
0.17





0.59
0.17

0.17
0.01
0.41
0.00
0.09
0.15

BDL133
8543.4
Av
1.21
1.36
1.43





1.18
1.18

1.39
1.91
1.25
1.58
2.03
1.73

BDL133
8544.3
P
0.22
0.26
0.17

0.14
0.04
0.51
0.23
0.07

0.30
0.26
0.31
0.35
0.29
0.38
0.17

BDL133
8544.3
Av
1.32
1.23
1.30

1.16
1.20
1.24
1.39
1.51

1.15
1.21
1.28
1.18
1.17
1.21
1.46

BDL133
8545.3
P
0.07
0.01
0.00

0.51
0.24

0.18
0.07
0.51

0.05
0.04
0.04
0.17
0.00
0.00

BDL133
8545.3
Av
1.51
1.68
1.63

1.10
1.18

1.44
1.81
1.32

2.76
1.55
2.12
1.26
2.51
3.55

BDL134
7671.2
P









0.69


0.61
0.21
0.07

BDL134
7671.2
Av









1.12


1.17
1.30
1.42

BDL134
7672.5
P









0.33
0.63
0.24
0.08
0.20
0.04

BDL134
7672.5
Av









1.16
1.11
1.27
1.47
1.56
1.74

BDL134
7673.1
P









0.40

0.12

0.00
0.43

BDL134
7673.1
Av









1.13

1.29

1.74
1.24

BDL134
7673.2
P










0.44

0.00

0.03

BDL134
7673.2
Av










1.33

2.67

2.32

BDL135
7723.9
P



0.02
0.22

0.04


0.00
0.08

BDL135
7723.9
Av



1.87
1.23

2.11


1.62
1.19

BDL135
8782.2
P









0.33
0.39
0.44
0.10
0.00
0.29

BDL135
8782.2
Av









1.30
1.81
1.43
1.73
1.75
1.20

BDL135
8783.1
P



0.00
0.00
0.00
0.00
0.00
0.09
0.00
0.23

BDL135
8783.1
Av



2.70
2.40
1.85
3.94
2.48
1.80
1.68
1.20

BDL135
8783.2
P









0.32
0.48

BDL135
8783.2
Av









1.74
1.18

BDL135
8785.5
P
0.02
0.07
0.14
0.10
0.01
0.02
0.03
0.03
0.05
0.20



0.32

BDL135
8785.5
Av
1.16
1.28
1.33
1.67
1.96
1.76
1.66
2.53
2.26
1.17



1.20

BDL137
7701.2
P










0.25
0.07
0.22
0.09
0.10

BDL137
7701.2
Av










1.14
1.48
1.61
1.91
1.68

BDL137
7701.5
P











0.33
0.02
0.21
0.03

BDL137
7701.5
Av











2.23
1.36
1.92
1.44

BDL137
7702.1
P









0.30
0.32
0.27
0.05
0.40
0.08

BDL137
7702.1
Av









1.21
1.44
1.49
1.96
1.41
1.87

BDL137
7703.3
P

0.10
0.16


0.12


0.51
0.31

0.03
0.13
0.03
0.08

BDL137
7703.3
Av

1.13
1.15


1.15


1.12
1.20

1.95
1.17
2.59
1.26

BDL137
7703.7
P










0.38
0.19
0.34
0.15
0.05

BDL137
7703.7
Av










1.24
2.04
2.78
2.12
1.86

BDL139
8581.5
P


0.38






0.23
0.30
0.10
0.01
0.15
0.09
0.05
0.02

BDL139
8581.5
Av


1.14






1.16
1.20
1.58
1.54
1.35
1.37
1.57
1.68

BDL139
8581.5
P
















0.57

BDL139
8581.5
Av
















1.21

BDL139
8581.6
P
0.01
0.01
0.07

0.28


0.19
0.56
0.36

0.12

0.31

0.00
0.00

BDL139
8581.6
Av
1.90
2.16
1.46

1.10


1.45
1.17
1.22

2.54

1.35

2.79
4.10

BDL139
8581.6
P

0.32
0.43












0.10
0.01

BDL139
8581.6
Av

1.11
1.14












1.64
1.85

BDL139
8583.1
P


0.24






0.09
0.12
0.00
0.00
0.03
0.00

0.22

BDL139
8583.1
Av


1.13






1.18
1.27
2.25
2.43
1.50
2.22

1.36

BDL139
8583.1
P











0.20
0.59
0.36
0.27

BDL139
8583.1
Av











1.24
1.12
1.10
1.26

BDL139
8584.1
P


0.31






0.59
0.23
0.06
0.00
0.09
0.01

0.00

BDL139
8584.1
Av


1.18






1.12
1.30
1.87
1.59
1.37
1.70

1.77

BDL139
8584.1
P










0.46
0.04
0.02
0.00
0.14

BDL139
8584.1
Av










1.35
1.66
1.57
1.58
1.32

BDL139
8585.2
P
0.00
0.01
0.02





0.35


0.05
0.05
0.03
0.05

0.11

BDL139
8585.2
Av
1.61
1.52
1.49





1.27


3.34
2.30
2.18
1.60

2.38

BDL139
8585.2
P
0.32

0.23







0.16

0.13

0.17
0.20
0.03

BDL139
8585.2
Av
1.14

1.22







1.42

1.33

1.29
2.06
1.83

BDL141
8641.3
P
0.02
0.06
0.01

0.09
0.10

0.16
0.11


0.00

0.00


0.01

BDL141
8641.3
Av
1.82
1.82
1.78

1.51
1.42

2.17
1.93


2.54

1.95


3.77

BDL141
8641.3
P

0.49
0.10






0.45
0.10
0.49
0.52


0.10
0.10

BDL141
8641.3
Av

1.10
1.43






1.10
1.69
1.13
1.12


1.51
1.83

BDL141
8641.4
P










0.50
0.01
0.14
0.02
0.11

0.17

BDL141
8641.4
Av










1.11
2.36
3.23
1.98
1.74

1.90

BDL141
8641.4
P


0.10







0.12
0.21
0.05
0.42
0.10
0.08
0.05

BDL141
8641.4
Av


1.18







1.66
1.35
1.98
1.13
1.19
1.27
1.64

BDL141
8642.3
P
0.01
0.05
0.01





0.13

0.18
0.01
0.03
0.03
0.02

0.00

BDL141
8642.3
Av
1.49
1.32
1.45





1.33

1.23
1.98
1.68
1.43
1.35

2.64

BDL141
8642.3
P










0.46





0.02

BDL141
8642.3
Av










1.26





1.66

BDL141
8642.6
P










0.24
0.15
0.22
0.24
0.15

0.08

BDL141
8642.6
Av










1.25
1.45
1.24
1.20
1.19

1.83

BDL141
8642.6
P
















0.31

BDL141
8642.6
Av
















1.30

BDL141
8643.3
P
0.00
0.07
0.08




0.63
0.22


0.06
0.11
0.01
0.19

0.00

BDL141
8643.3
Av
1.49
1.31
1.33




1.15
1.51


1.47
1.68
1.49
1.27

3.80

BDL141
8643.3
P










0.24




0.43
0.14

BDL141
8643.3
Av










1.38




1.21
1.38

BDL142
8283.2
P

BDL142
8283.2
Av

BDL142
8284.1
P











0.60
0.18
0.11
0.11

BDL142
8284.1
Av











1.10
1.17
1.47
1.36

BDL142
8285.1
P

0.07

0.22
0.06
0.03
0.08
0.00
0.01
0.19



0.42

BDL142
8285.1
Av

1.51

1.22
1.35
1.36
2.43
2.18
1.75
2.62



1.22

BDL142
8285.3
P









0.18

0.13
0.65
0.06
0.19

BDL142
8285.3
Av









1.22

1.65
1.13
1.89
1.24

BDL142
8285.5
P


0.48

0.38

0.15
0.42


0.33


0.60

BDL142
8285.5
Av


1.11

1.11

1.29
1.15


1.22


1.11

BDL143
8411.1
P











0.22
0.31
0.02
0.02

BDL143
8411.1
Av











1.51
1.22
2.08
1.50

BDL143
8412.2
P











0.28

0.08

BDL143
8412.2
Av











1.59

2.30

BDL143
8413.3
P









0.04

0.49
0.14
0.43
0.23

BDL143
8413.3
Av









1.49

1.22
1.39
1.31
1.30

BDL143
8414.4
P











0.69
0.17
0.59
0.01

BDL143
8414.4
Av











1.27
1.42
1.25
1.84

BDL143
8414.5
P









0.17
0.31

0.42
0.12

BDL143
8414.5
Av









1.28
1.21

1.10
1.40

BDL144
8381.3
P









0.53


0.03

0.11

BDL144
8381.3
Av









1.15


1.85

1.39

BDL144
8382.2
P
0.22
0.24
0.40





0.45
0.36

0.16
0.32
0.08

0.01
0.20

BDL144
8382.2
Av
1.36
1.61
1.34





1.37
1.31

2.95
1.30
1.73

1.55
1.20

BDL144
8384.4
P

0.04







0.33

0.01

0.01

BDL144
8384.4
Av

1.42







2.46

2.51

1.97

BDL144
8385.1
P









0.13

0.06
0.02
0.27
0.03

BDL144
8385.1
Av









1.59

1.51
2.26
1.36
1.60

BDL145
8233.2
P











0.08

0.11
0.00

BDL145
8233.2
Av











1.39

1.61
1.42

BDL145
8233.3
P










0.57
0.24
0.21
0.04
0.00

BDL145
8233.3
Av










1.12
1.71
1.43
2.15
1.51

BDL145
8235.3
P










0.40
0.31

0.01

BDL145
8235.3
Av










1.18
1.34

1.55

BDL145
8731.3
P










0.81
0.41
0.47
0.12
0.21

BDL145
8731.3
Av










1.12
1.45
1.36
1.60
1.52

BDL145
8734.2
P











0.09
0.32
0.02
0.00

BDL145
8734.2
Av











2.95
1.16
2.57
1.38

BDL146
8241.1
P

0.11
0.03






0.07
0.67
0.06
0.01
0.08
0.00
0.08
0.64

BDL146
8241.1
Av

1.18
1.28






1.20
1.12
1.85
1.52
1.50
1.52
1.37
1.11

BDL146
8241.3
P









0.06
0.17
0.25
0.01

0.00

BDL146
8241.3
Av









1.45
1.23
1.18
4.78

3.57

BDL146
8244.4
P
0.00
0.01
0.04








0.03
0.53
0.09
0.06
0.02

BDL146
8244.4
Av
1.76
1.74
1.66








1.45
1.45
1.43
1.52
1.78

BDL146
8244.7
P









0.12
0.31
0.00
0.05
0.01
0.02

BDL146
8244.7
Av









1.57
1.15
2.44
2.61
2.07
2.32

BDL146
8245.5
P
0.02
0.01
0.01






0.22


0.40

0.00
0.13

BDL146
8245.5
Av
1.23
1.43
1.32






1.26


1.12

1.33
1.32

BDL42
7771.3
P

0.20
0.01

0.29
0.06

0.41
0.04
0.17
0.01
0.17
0.18
0.02

0.04
0.09

BDL42
7771.3
Av

1.14
1.50

1.15
1.25

1.27
1.67
1.34
1.55
2.06
1.37
1.80

1.30
1.36

BDL42
7771.5
P









0.43
0.05

0.12

0.00

BDL42
7771.5
Av









1.51
1.15

3.36

1.69

BDL42
7772.6
P



0.00


0.00


0.01





0.10

BDL42
7772.6
Av



1.85


3.31


1.43





1.34

BDL42
7774.1
P










0.01

0.01

0.02

BDL42
7774.1
Av










1.57

4.16

2.03

BDL42
7774.5
P





0.55


0.63

0.02
0.20
0.24
0.06
0.44

BDL42
7774.5
Av





1.11


1.14

1.56
2.36
1.66
2.21
1.23

BDL51
8021.1
P










0.25

0.01

0.01

BDL51
8021.1
Av










1.14

1.92

1.50

BDL51
8022.4
P










0.06

0.02

0.01

BDL51
8022.4
Av










1.15

1.80

1.59

BDL51
8022.5
P









0.24
0.00

0.06

0.00

BDL51
8022.5
Av









1.11
1.27

2.05

1.84

BDL51
8022.7
P

0.08

0.00
0.18
0.25
0.00
0.02
0.03
0.34





0.16

BDL51
8022.7
Av

1.22

1.80
1.18
1.14
3.36
1.71
1.53
1.30





1.34

BDL51
8024.4
P









0.02


0.46

0.04

BDL51
8024.4
Av









1.20


1.25

1.38

BDL51
8024.7
P






0.02





0.05

0.02

BDL51
8024.7
Av






1.34





1.45

1.39

BDL52
7861.1
P
0.05

0.44







0.08
0.10
0.12
0.02
0.04

0.38

BDL52
7861.1
Av
1.26

1.20







1.73
3.22
1.90
2.82
1.37

1.19

BDL52
7863.2
P
0.00

0.55







0.52
0.16

0.29


0.08

BDL52
7863.2
Av
1.42

1.14







1.17
1.31

1.32


1.47

BDL52
7864.2
P
0.10










0.26
0.57
0.22

BDL52
7864.2
Av
1.22










3.45
1.10
2.55

BDL52
7864.3
P



0.00
0.27

0.01
0.41
0.46

BDL52
7864.3
Av



1.28
1.11

1.76
1.16
1.12

BDL52
7864.5
P
0.27
0.47










0.10

BDL52
7864.5
Av
1.19
1.10










1.12

BDL59
7792.1
P

BDL59
7792.1
Av

BDL59
7792.2
P











0.20

BDL59
7792.2
Av











1.27

BDL59
7792.3
P

BDL59
7792.3
Av

BDL59
7793.3
P









0.01

0.00

0.04

BDL59
7793.3
Av









1.76

1.65

1.45

BDL59
7794.1
P









0.12

BDL59
7794.1
Av









1.15

BDL65
7824.1
P












0.08

0.11

BDL65
7824.1
Av












1.79

1.37

BDL65
7825.2
P
0.18















0.48

BDL65
7825.2
Av
1.12















1.16

BDL65
8761.1
P











0.16

0.07
0.04

0.66

BDL65
8761.1
Av











2.09

1.51
1.39

1.11

BDL65
8762.3
P
0.10














0.15
0.70

BDL65
8762.3
Av
1.14














1.27
1.15

BDL65
8764.1
P











0.08
0.03
0.39
0.00
0.39

BDL65
8764.1
Av











1.42
1.81
1.10
1.98
1.46

BDL67
7901.5
P












0.18

0.16

BDL67
7901.5
Av












1.71

1.58

BDL67
7902.3
P










0.07

0.10

0.00

BDL67
7902.3
Av










1.20

1.22

1.49

BDL67
7902.7
P










0.06
0.03
0.50
0.08
0.35

0.27

BDL67
7902.7
Av










1.42
5.05
1.16
4.84
1.19

1.23

BDL67
7903.3
P












0.00

0.19

BDL67
7903.3
Av












1.40

1.21

BDL67
7903.5
P
0.01









0.01
0.29

0.02

BDL67
7903.5
Av
1.26









1.34
1.35

2.25

BDL68
7761.3
P



0.11


0.24

BDL68
7761.3
Av



1.16


1.13

BDL68
7761.5
P











0.02

0.01
0.68

BDL68
7761.5
Av











1.79

1.42
1.16

BDL68
7761.9
P

BDL68
7761.9
Av

BDL68
7764.1
P









0.49

BDL68
7764.1
Av









1.16

BDL68
7765.2
P





0.11


0.10
0.03

0.26
0.25

0.22

BDL68
7765.2
Av





1.23


1.51
1.84

1.40
1.43

1.37

BDL78
7911.11
P

0.47
0.27


0.07


0.18
0.01
0.24

0.04

0.01

BDL78
7911.11
Av

1.10
1.16


1.16


1.19
1.58
1.16

1.24

1.36

BDL78
7911.8
P


0.53







0.04
0.05
0.22
0.05
0.08
0.09

BDL78
7911.8
Av


1.12







1.31
2.55
1.36
1.87
1.47
1.63

BDL78
7912.6
P

0.00
0.03






0.44
0.29
0.22
0.04
0.00
0.00
0.53

BDL78
7912.6
Av

1.16
1.25






1.13
1.23
2.15
1.85
1.30
1.82
1.16

BDL78
7913.6
P










0.61
0.27
0.20
0.20
0.47

BDL78
7913.6
Av










1.16
1.83
1.50
1.35
1.16

BDL78
7913.8
P

0.34
0.43






0.01


0.11

0.02

0.39

BDL78
7913.8
Av

1.14
1.13






1.57


1.28

1.39

4.27

BDL78
7913.9
P











0.00

0.05
0.08
0.22

BDL78
7913.9
Av











2.56

1.75
1.56
1.40

BDL82
7801.1
P












0.05

0.00

BDL82
7801.1
Av












1.97

1.57

BDL82
7801.2
P









0.11
0.21
0.83

0.33

BDL82
7801.2
Av









1.13
1.14
1.12

1.33

BDL82
7801.3
P










0.00

0.20

0.01

BDL82
7801.3
Av










1.32

1.78

1.69

BDL82
7801.3
P










0.09

0.00

0.02

BDL82
7801.3
Av










2.47

5.03

2.49

BDL82
7802.2
P










0.00

0.02

0.00

BDL82
7802.2
Av










1.62

3.16

2.56

BDL82
7802.2
P










0.58

BDL82
7802.2
Av










1.11

BDL82
7802.3
P










0.22

0.07

0.02

BDL82
7802.3
Av










1.33

1.67

1.46

BDL82
7803.4
P












0.11
0.28
0.03

BDL82
7803.4
Av












1.51
1.28
1.36

BDL82
7803.8
P










0.11

0.12

0.03
0.41
0.40

BDL82
7803.8
Av










1.55

1.90

2.13
1.37
1.15

BDL82
7803.9
P









0.00
0.06
0.33
0.35

0.37
0.41
0.01

BDL82
7803.9
Av









1.27
1.27
1.15
1.33

1.34
1.16
1.17

BDL82
7803.9
P










0.31
0.12
0.16
0.05
0.43

BDL82
7803.9
Av










1.12
2.57
1.28
2.36
1.13

BDL82
7808.6
P
0.00
0.02
0.05


0.04


0.10


0.14
0.17
0.08
0.08

BDL82
7808.6
Av
1.50
1.18
1.22


1.29


1.42


2.35
1.48
2.32
1.26

BDL89
7812.2
P










0.07
0.00
0.00
0.01
0.00

BDL89
7812.2
Av










1.16
1.75
1.41
1.50
1.35

BDL89
7812.5
P










0.16

0.04

0.01

BDL89
7812.5
Av










1.43

3.01

2.30

BDL89
7814.1
P










0.05
0.64
0.07

0.07

BDL89
7814.1
Av










1.17
1.13
1.60

1.57

BDL89
7814.4
P









0.19


0.12

0.12

BDL89
7814.4
Av









1.40


1.39

1.39

BDL89
7814.5
P









0.11
0.28
0.41
0.02
0.37
0.05

BDL89
7814.5
Av









1.30
1.16
2.04
2.01
1.21
1.68

BDL95
7841.2
P










0.03
0.55
0.16
0.70
0.08

BDL95
7841.2
Av










1.21
1.23
1.40
1.10
1.37

BDL95
7842.12
P


0.41






0.02
0.10
0.31
0.17
0.36
0.02

BDL95
7842.12
Av


1.12






1.26
1.26
1.28
1.27
1.17
1.46

BDL95
7842.2
P









0.11


0.34

0.00

BDL95
7842.2
Av









1.30


1.19

1.34

BDL95
7842.8
P









0.18
0.14

0.00
0.33
0.06

BDL95
7842.8
Av









1.22
1.22

1.63
1.19
1.49

BDL95
7843.4
P










0.02

0.04

0.01

BDL95
7843.4
Av










1.58

2.93

2.20



Table 23.

“P” = P-value;

“Av” = ratio between the averages of event and control. Note that when the average ratio is higher than “1” the effect of exogenous expression of the gene is an increase of the desired trait;

“Par” = Parameter according to the parameters listed in Table 22 above;

“Ev” = event.
























































































































































































































































































































































































































Greenhouse assays—Tables 25, 26 and 27 represent experiments that were done using greenhouse assays. Table 24 specifies the parameters that were measured in the green house assays and which are presented in Tables 25, 26 and 27. In cases where a certain event appears more than once, the event was tested in several independent experiments.






TABLE 24



Parameter symbol in


result Tables 25, 26

and 27
Parameter name








1
Rosette Diameter Time


point 1

2
Rosette Diameter Time


point 2

3
Rosette Diameter Time


point 3

4
Rosette Diameter Time


point 4

5
Rosette Area Time point 1

6
Rosette Area Time point 2

7
Rosette Area Time point 3

8
Rosette Area Time point 4

9
Plot Coverage Time


point 1

10
Plot Coverage Time


point 2

11
Plot Coverage Time


point 3

12
Plot Coverage Time


point 4

13
Leaf Number Time


point 1

14
Leaf Number Time


point 2

15
Leaf Number Time


point 3

16
Leaf Number Time


point 4

17
Leaf Blade Area Time


point 1

18
Leaf Blade Area Time


point 2

19
Leaf Blade Area Time


point 3

20
Leaf Blade Area Time


point 4

21
Leaf Petiole Area Time


point 1

22
Leaf Petiole Area Time


point 2

23
Leaf Petiole Area Time


point 3

24
Leaf Petiole Area Time


point 4

25
Blade Relative Area


Time point 1

26
Blade Relative Area


Time point 2

27
Blade Relative Area


Time point 3

28
Blade Relative Area


Time point 4

29
Petiole Relative Area


Time point 1

30
Petiole Relative Area


Time point 2

31
Petiole Relative Area


Time point 3

32
Petiole Relative Area


Time point 4

33
RGR of Leaf Blade Area


Time point 2

34
RGR of Leaf Blade Area


Time point 3

35
RGR of Leaf Blade Area


Time point 4

36
RGR of Leaf Number


Time point 2

37
RGR of Leaf Number


Time point 3

38
RGR of Leaf Number


Time point 4

39
RGR of Rosette Area


Time point 2

40
RGR of Rosette Area


Time point 3

41
RGR of Rosette Area


Time point 4

42
RGR of Rosette Diameter


Time point 2

43
RGR of Rosette Diameter


Time point 3

44
RGR of Rosette Diameter


Time point 4

45
RGR of Plot Coverage


Time point 2

46
RGR of Plot Coverage


Time point 3

47
RGR of Plot Coverage


Time point 4

48
Bolting

49
Flowering

50
Dry Weight

51
Seed Yield

52
Harvest Index

53
1000 Seeds Weight

54
oil content

55
Fresh Weight



Table 24.















































































































































TABLE 25



Gene
Ev.
Par.
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17


























BDL95
7841.5
P


















BDL95
7841.5
Av.

BDL95
7842.12
P

BDL95
7842.12
Av.

BDL95
7842.2
P
















0.35

BDL95
7842.2
Av.
















1.12

BDL95
7842.8
P

BDL95
7842.8
Av.

BDL95
7843.4
P

BDL95
7843.4
Av.

BDL100
7871.2
P

BDL100
7871.2
Av.

BDL100
7872.2
P

BDL100
7872.2
Av.

BDL100
7872.3
P


0.35

0.31
0.53
0.33
0.10
0.31
0.53
0.33
0.10


0.23
0.02
0.23

BDL100
7872.3
Av.


1.11

1.38
1.21
1.19
1.20
1.38
1.21
1.19
1.20


1.13
1.08
1.38

BDL100
7873.3
P

BDL100
7873.3
Av.

BDL100
7873.4
P
0.43



0.23

0.57
0.53
0.23

0.57
0.53




0.39

BDL100
7873.4
Av.
1.11



1.23

1.12
1.14
1.23

1.12
1.14




1.15

BDL106
7881.1
P





0.24



0.24

BDL106
7881.1
Av.





1.13



1.13

BDL106
7881.4
P

BDL106
7881.4
Av.

BDL106
7882.6
P

BDL106
7882.6
Av.

BDL106
7884.1
P

BDL106
7884.1
Av.

BDL106
7884.9
P

BDL106
7884.9
Av.

BDL106
7881.1
P

BDL106
7881.1
Av.

BDL106
7881.2
P

BDL106
7881.2
Av.

BDL106
7882.2
P




0.79



0.79







0.04

BDL106
7882.2
Av.




1.13



1.13







1.17

BDL106
7882.4
P

BDL106
7882.4
Av.

BDL106
7882.5
P

BDL106
7882.5
Av.

BDL108
8122.2
P

BDL108
8122.2
Av.

BDL108
8122.3
P













0.02


0.42

BDL108
8122.3
Av.













1.10


1.11

BDL108
8123.1
P

BDL108
8123.1
Av.

BDL108
8123.2
P

BDL108
8123.2
Av.

BDL108
8123.5
P

BDL108
8123.5
Av.

BDL108
8121.1
P

BDL108
8121.1
Av.

BDL108
8121.3
P

BDL108
8121.3
Av.

BDL108
8121.4
P

BDL108
8121.4
Av.

BDL108
8122.7
P

BDL108
8122.7
Av.

BDL108
8123.7
P

BDL108
8123.7
Av.

BDL110
8092.1
P
0.46

0.01

0.56



0.56



0.46

BDL110
8092.1
Av.
1.13

1.43

1.17



1.17



1.27

BDL110
8092.2
P


0.15

BDL110
8092.2
Av.


1.21

BDL110
8092.5
P
0.10

0.01

0.28
0.00
0.30
0.11
0.53


0.05
0.10

BDL110
8092.5
Av.
1.27

1.52

1.26
1.17
1.11
1.19
1.19


1.11
1.35

BDL110
8095.2
P


0.01

0.21



0.21



0.05

BDL110
8095.2
Av.


1.44

1.23



1.23



1.45

BDL111
8102.7
P

BDL111
8102.7
Av.

BDL111
8103.1
P

BDL111
8103.1
Av.

BDL111
8103.2
P

BDL111
8103.2
Av.

BDL111
8103.4
P

BDL111
8103.4
Av.

BDL111
8103.5
P















0.04

BDL111
8103.5
Av.















1.04

BDL111
8102.7
P

BDL111
8102.7
Av.

BDL111
8103.1
P
0.41

0.56
0.39

0.67

0.55

0.67

0.55

BDL111
8103.1
Av.
1.11

1.13
1.10

1.12

1.15

1.12

1.15

BDL111
8103.2
P

BDL111
8103.2
Av.

BDL111
8103.4
P

BDL111
8103.4
Av.

BDL111
8103.5
P

BDL111
8103.5
Av.

BDL112
7502.1
P

BDL112
7502.1
Av.

BDL112
7502.14
P

BDL112
7502.14
Av.

BDL112
7502.4
P

BDL112
7502.4
Av.

BDL112
7502.7
P

BDL112
7502.7
Av.

BDL112
7502.9
P

BDL112
7502.9
Av.

BDL112
7502.1
P
















0.01

BDL112
7502.1
Av.
















1.36

BDL112
7502.4
P

BDL112
7502.4
Av.

BDL112
7502.7
P

BDL112
7502.7
Av.

BDL112
7502.8
P

BDL112
7502.8
Av.

BDL112
7502.9
P

BDL112
7502.9
Av.

BDL113
7683.4
P

BDL113
7683.4
Av.

BDL113
7683.6
P

BDL113
7683.6
Av.

BDL113
7684.3
P

BDL113
7684.3
Av.

BDL113
7684.6
P

BDL113
7684.6
Av.

BDL113
7684.7
P

BDL113
7684.7
Av.

BDL113
7683.1
P

BDL113
7683.1
Av.

BDL113
7683.11
P

BDL113
7683.11
Av.

BDL113
7683.4
P

BDL113
7683.4
Av.

BDL113
7684.1
P

BDL113
7684.1
Av.

BDL113
7684.5
P

BDL113
7684.5
Av.

BDL114
7741.3
P

BDL114
7741.3
Av.

BDL114
7741.6
P
















0.44

BDL114
7741.6
Av.
















1.10

BDL114
7742.1
P

BDL114
7742.1
Av.

BDL114
7742.3
P

BDL114
7742.3
Av.

BDL114
7742.5
P

BDL114
7742.5
Av.

BDL115
8152.3
P
0.09

BDL115
8152.3
Av.
1.13

BDL115
8152.4
P





0.18

0.24







0.06

BDL115
8152.4
Av.





1.13

1.12







1.13

BDL115
8154.1
P

BDL115
8154.1
Av.

BDL115
8155.2
P
















0.46

BDL115
8155.2
Av.
















1.11

BDL115
8155.4
P

BDL115
8155.4
Av.

BDL115
8152.3
P

BDL115
8152.3
Av.

BDL115
8152.4
P

BDL115
8152.4
Av.

BDL115
8154.1
P

BDL115
8154.1
Av.

BDL115
8155.2
P

BDL115
8155.2
Av.

BDL115
8155.4
P
0.06

BDL115
8155.4
Av.
1.15

BDL116
7481.2
P

BDL116
7481.2
Av.

BDL116
7481.7
P

BDL116
7481.7
Av.

BDL116
7481.8
P

BDL116
7481.8
Av.

BDL116
7482.2
P

BDL116
7482.2
Av.

BDL116
7485.1
P

BDL116
7485.1
Av.

BDL119
7732.2
P


0.41

BDL119
7732.2
Av.


1.16

BDL119
7733.2
P


0.18

BDL119
7733.2
Av.


1.20

BDL119
7734.1
P

BDL119
7734.1
Av.

BDL119
7734.5
P


0.08

BDL119
7734.5
Av.


1.26

BDL119
7734.7
P
0.07

0.00
0.08


0.64
0.39


0.64
0.39
0.53

BDL119
7734.7
Av.
1.33

1.57
1.09


1.13
1.19


1.13
1.19
1.27

BDL120
7891.3
P

BDL120
7891.3
Av.

BDL120
7892.4
P

BDL120
7892.4
Av.

BDL120
7892.6
P

BDL120
7892.6
Av.

BDL120
7893.2
P

BDL120
7893.2
Av.

BDL120
7893.5
P
0.14



0.52
0.12
0.34
0.43
0.52
0.12
0.34
0.43

0.26

0.00
0.35

BDL120
7893.5
Av.
1.18



1.13
1.28
1.19
1.17
1.13
1.28
1.19
1.17

1.14

1.10
1.13

BDL122
7513.1
P

BDL122
7513.1
Av.

BDL122
7513.1
P













0.07

BDL122
7513.1
Av.













1.09

BDL122
7513.14
P

BDL122
7513.14
Av.

BDL122
7513.9
P

BDL122
7513.9
Av.

BDL122
7514.3
P
0.25

0.51
0.47
0.11

0.27
0.28
0.20

0.07
0.07
0.01



0.33

BDL122
7514.3
Av.
1.29

1.18
1.14
1.35

1.36
1.34
1.17

1.17
1.15
1.25



1.21

BDL122
7513.1
P
0.02
0.06
0.08

0.03
0.07
0.23
0.23
0.03
0.07
0.23
0.23
0.02

BDL122
7513.1
Av.
1.18
1.13
1.13

1.25
1.20
1.12
1.12
1.25
1.20
1.12
1.12
1.17

BDL122
7513.14
P

BDL122
7513.14
Av.

BDL122
7513.9
P
0.28




0.19



0.19

BDL122
7513.9
Av.
1.14




1.12



1.12

BDL122
7514.3
P

BDL122
7514.3
Av.

BDL123
8082.1
P
0.21



0.32

0.20
0.25
0.32

0.20
0.25




0.26

BDL123
8082.1
Av.
1.15



1.21

1.17
1.12
1.21

1.17
1.12




1.20

BDL123
8082.3
P
0.00



0.00

0.02
0.05
0.00

0.02
0.05
0.01

0.00

0.00

BDL123
8082.3
Av.
1.23



1.32

1.25
1.23
1.32

1.25
1.23
1.26

1.16

1.18

BDL123
8082.6
P
0.16



0.24



0.24






0.20

BDL123
8082.6
Av.
1.13



1.11



1.11






1.12

BDL123
8083.2
P

BDL123
8083.2
Av.

BDL123
8083.3
P
0.00
0.00
0.02

0.00
0.00
0.00

0.00
0.00
0.00

0.03
0.29
0.01

0.00

BDL123
8083.3
Av.
1.33
1.19
1.18

1.64
1.46
1.44

1.64
1.46
1.44

1.30
1.10
1.12

1.46

BDL124
8482.1
P

BDL124
8482.1
Av.

BDL125
7491.1
P
0.00



0.08
0.34

0.18
0.08
0.34

0.18




0.00

BDL125
7491.1
Av.
1.24



1.29
1.23

1.20
1.29
1.23

1.20




1.28

BDL125
7491.5
P




0.58



0.58







0.23

BDL125
7491.5
Av.




1.13



1.13







1.12

BDL125
7492.5
P

BDL125
7492.5
Av.

BDL125
7494.1
P















0.00

BDL125
7494.1
Av.















1.12

BDL125
7495.5
P

BDL125
7495.5
Av.

BDL128
7711.3
P
0.26

BDL128
7711.3
Av.
1.14

BDL128
8361.5
P



0.07



0.28



0.28



0.43

BDL128
8361.5
Av.



1.10



1.14



1.14



1.12

BDL128
8362.2
P
0.00
0.05
0.16

0.02
0.23


0.25



0.11


0.06
0.01

BDL128
8362.2
Av.
1.21
1.10
1.12

1.24
1.14


1.16



1.18


1.08
1.15

BDL128
8363.2
P

BDL128
8363.2
Av.

BDL128
8365.2
P

BDL128
8365.2
Av.

BDL129
7691.4
P

BDL129
7691.4
Av.

BDL129
7691.6
P

BDL129
7691.6
Av.

BDL129
7692.2
P
0.14














0.00
0.41

BDL129
7692.2
Av.
1.11














1.12
1.15

BDL129
7692.6
P

BDL129
7692.6
Av.

BDL129
7693.1
P

BDL129
7693.1
Av.

BDL130
7663.1
P


0.03









0.53

BDL130
7663.1
Av.


1.33









1.15

BDL130
7663.3
P

BDL130
7663.3
Av.

BDL130
7663.6
P


0.00

0.73







0.26

BDL130
7663.6
Av.


1.49

1.12







1.37

BDL130
7664.5
P
0.31

0.02

0.52



0.66



0.38

BDL130
7664.5
Av.
1.17

1.51

1.28



1.22



1.40

BDL131
7461.2
P
0.00

0.20

0.00
0.13
0.01
0.05
0.00
0.13
0.01
0.05




0.08

BDL131
7461.2
Av.
1.21

1.13

1.41
1.13
1.34
1.26
1.41
1.13
1.34
1.26




1.53

BDL131
7461.4
P
0.01



0.01
0.05
0.05
0.17
0.22
0.24
0.41
0.58
0.47
0.01
0.02
0.06
0.02

BDL131
7461.4
Av.
1.27



1.42
1.18
1.19
1.18
1.33
1.11
1.12
1.11
1.12
1.12
1.09
1.08
1.38

BDL131
7462.2
P
0.00
0.04
0.08
0.05
0.35
0.03
0.11
0.00
0.35
0.03
0.11
0.00
0.36
0.25


0.33

BDL131
7462.2
Av.
1.37
1.21
1.15
1.11
1.43
1.50
1.39
1.31
1.43
1.50
1.39
1.31
1.14
1.17


1.40

BDL131
7463.4
P
0.01





0.13
0.15


0.13
0.15



0.06
0.21

BDL131
7463.4
Av.
1.13





1.13
1.15


1.13
1.15



1.04
1.12

BDL131
7464.5
P















0.05

BDL131
7464.5
Av.















1.06

BDL132
7471.1
P
0.00
0.28
0.06
0.35

0.30
0.11
0.22

0.30
0.11
0.22

0.43
0.09
0.02

BDL132
7471.1
Av.
1.27
1.22
1.20
1.12

1.50
1.33
1.23

1.50
1.33
1.23

1.23
1.12
1.14

BDL132
7471.1
P
0.07
0.31
0.14

0.56
0.28
0.09
0.07
0.56
0.28
0.09
0.07
0.19
0.08

BDL132
7471.4
Av.
1.08
1.11
1.12

1.15
1.27
1.21
1.19
1.15
1.27
1.21
1.19
1.14
1.18

BDL132
7472.4
P

BDL132
7472.4
Av.

BDL132
7473.1
P
0.02

0.06



0.03
0.13


0.03
0.13

BDL132
7473.1
Av.
1.12

1.09



1.31
1.15


1.31
1.15

BDL132
7474.4
P

BDL132
7474.4
Av.

BDL132
7471.1
P

BDL132
7471.1
Av.

BDL132
7471.4
P

BDL132
7471.4
Av.

BDL132
7472.4
P

BDL132
7472.4
Av.

BDL132
7473.1
P

BDL132
7473.1
Av.

BDL132
7475.4
P

BDL132
7475.4
Av.

BDL133
8161.1
P


0.27

BDL133
8161.1
Av.


1.34

BDL133
8161.2
P
0.07

0.00

0.03
0.01

0.28
0.05



0.02



0.46

BDL133
8161.2
Av.
1.29

1.52

1.48
1.16

1.13
1.39



1.58



1.12

BDL133
8161.3
P


0.06




0.32



0.32

BDL133
8161.3
Av.


1.47




1.13



1.13

BDL133
8161.4
P


0.15

BDL133
8161.4
Av.


1.32

BDL133
8162.1
P


0.07

BDL133
8162.1
Av.


1.26

BDL133
8162.3
P


0.03









0.31

BDL133
8162.3
Av.


1.34









1.21

BDL133
8162.5
P
0.30

0.00

0.24

0.02
0.01
0.24

0.02
0.01
0.17

BDL133
8162.5
Av.
1.15

1.53

1.27

1.17
1.22
1.27

1.17
1.22
1.45

BDL133
8163.2
P


0.27









0.59

BDL133
8163.2
Av.


1.33









1.29

BDL134
7671.2
P

BDL134
7671.2
Av.

BDL134
7672.1
P

BDL134
7672.1
Av.

BDL134
7673.1
P

BDL134
7673.1
Av.

BDL134
7673.2
P


0.21

BDL134
7673.2
Av.


1.19

BDL135
7722.1
P


0.03









0.55

BDL135
7722.1
Av.


1.35









1.12

BDL135
7723.1
P


0.01

BDL135
7723.1
Av.


1.40

BDL135
7723.3
P


0.27

BDL135
7723.3
Av.


1.17

BDL135
7723.8
P


0.11

BDL135
7723.8
Av.


1.31

BDL135
7723.9
P
0.35

0.00

0.36
0.37
0.03
0.01
0.36
0.37
0.03
0.01
0.24

BDL135
7723.9
Av.
1.18

1.57

1.41
1.17
1.15
1.17
1.41
1.17
1.15
1.17
1.54

BDL136
7751.4
P
0.36

0.01









0.55

BDL136
7751.4
Av.
1.17

1.39









1.12

BDL136
7751.5
P


0.25

BDL136
7751.5
Av.


1.16

BDL136
7751.8
P
0.06

0.01
0.33
0.18
0.06
0.17
0.20
0.18
0.06
0.17
0.20
0.24
0.36


0.06

BDL136
7751.8
Av.
1.31

1.65
1.16
1.25
1.33
1.28
1.33
1.25
1.33
1.28
1.33
1.24
1.13


1.11

BDL136
7752.6
P


0.01









0.10

BDL136
7752.6
Av.


1.44









1.36

BDL137
7701.2
P


0.00



0.30
0.29


0.30
0.29

BDL137
7701.2
Av.


1.51



1.16
1.13


1.16
1.13

BDL137
7701.5
P


0.09

BDL137
7701.5
Av.


1.34

BDL137
7701.6
P


0.06









0.67

BDL137
7701.6
Av.


1.44









1.21

BDL137
7702.1
P

BDL137
7702.1
Av.

BDL137
7703.2
P


0.06

BDL137
7703.2
Av.


1.38

BDL137
7703.3
P


0.16

BDL137
7703.3
Av.


1.20

BDL137
7703.7
P


0.13









0.46

BDL137
7703.7
Av.


1.36









1.27

BDL139
8131.1
P

BDL139
8131.1
Av.

BDL139
8131.2
P

BDL139
8131.2
Av.

BDL139
8132.7
P

BDL139
8132.7
Av.

BDL139
8133.2
P

BDL139
8133.2
Av.

BDL141
8141.2
P


0.06









0.30

BDL141
8141.2
Av.


1.39









1.21

BDL141
8142.2
P

BDL141
8142.2
Av.

BDL142
8282.1
P


0.18

BDL142
8282.1
Av.


1.34

BDL142
8283.1
P


0.11

BDL142
8283.1
Av.


1.24

BDL142
8283.2
P


0.01

0.47



0.47



0.06

BDL142
8283.2
Av.


1.45

1.18



1.18



1.42

BDL142
8284.1
P


0.02

BDL142
8284.1
Av.


1.36

BDL142
8285.3
P


0.13

BDL142
8285.3
Av.


1.23

BDL142
8285.5
P
0.49

0.06

0.51
0.57


0.51
0.57


0.24

BDL142
8285.5
Av.
1.10

1.53

1.12
1.11


1.12
1.11


1.24

BDL143
8411.1
P
0.33

0.00

0.28
0.03
0.00
0.06
0.28
0.03
0.00
0.06
0.30
0.08


0.03

BDL143
8411.1
Av.
1.18

1.73

1.47
1.36
1.28
1.32
1.47
1.36
1.28
1.32
1.51
1.12


1.17

BDL143
8411.5
P
0.37

0.04









0.64

BDL143
8411.5
Av.
1.13

1.37









1.12

BDL143
8412.2
P


0.24

BDL143
8412.2
Av.


1.20

BDL143
8412.4
P

BDL143
8412.4
Av.

BDL143
8413.3
P


0.21

BDL143
8413.3
Av.


1.18

BDL143
8414.4
P


0.35

BDL143
8414.4
Av.


1.35

BDL143
8414.5
P


0.19

BDL143
8414.5
Av.


1.19

BDL144
8384.1
P


0.05

BDL144
8384.1
Av.


1.30

BDL144
8384.5
P


0.06

BDL144
8384.5
Av.


1.29

BDL144
8385.1
P

BDL144
8385.1
Av.

BDL145
8233.2
P


0.10

BDL145
8233.2
Av.


1.26

BDL145
8233.3
P

BDL145
8233.3
Av.

BDL145
8235.1
P


0.13

BDL145
8235.1
Av.


1.24

BDL145
8235.3
P

BDL145
8235.3
Av.

BDL145
8235.4
P

BDL145
8235.4
Av.

BDL146
8241.1
P
0.42

0.13

0.32

0.60

0.32

0.60

0.15

BDL146
8241.1
Av.
1.12

1.46

1.18

1.13

1.18

1.13

1.30

BDL146
8241.3
P


0.08

BDL146
8241.3
Av.


1.28

BDL146
8243.2
P


0.06









0.55

BDL146
8243.2
Av.


1.37









1.12

BDL146
8243.5
P


0.45

BDL146
8243.5
Av.


1.21

BDL146
8244.4
P


0.07


0.33
0.27
0.42

0.33
0.27
0.42


0.21

BDL146
8244.4
Av.


1.57


1.16
1.26
1.22

1.16
1.26
1.22


1.11

BDL146
8244.7
P


0.47

BDL146
8244.7
Av.


1.10

BDL146
8245.2
P


0.02

BDL146
8245.2
Av.


1.35

BDL146
8245.5
P
0.32

0.00

0.23

0.21
0.47
0.23

0.21
0.47
0.05

BDL146
8245.5
Av.
1.16

1.51

1.21

1.13
1.11
1.21

1.13
1.11
1.45

BDL42
7771.1
P

BDL42
7771.1
Av.

BDL42
7772.1
P

BDL42
7772.1
Av.

BDL42
7772.7
P

BDL42
7772.7
Av.

BDL42
7774.1
P

BDL42
7774.1
Av.

BDL42
7774.2
P

BDL42
7774.2
Av.

BDL42
7774.4
P


0.56

BDL42
7774.4
Av.


1.11

BDL46
7833.3
P

BDL46
7833.3
Av.

BDL46
7833.4
P
0.27













0.10

BDL46
7833.4
Av.
1.10













1.08

BDL46
7833.5
P

BDL46
7833.5
Av.

BDL46
7833.6
P

BDL46
7833.6
Av.

BDL46
7834.1
P

BDL46
7834.1
Av.

BDL46
7833.1
P

BDL46
7833.1
Av.

BDL46
7833.3
P

BDL46
7833.3
Av.

BDL46
7833.4
P

BDL46
7833.4
Av.

BDL46
7833.5
P

BDL46
7833.5
Av.

BDL46
7834.4
P
















0.19

BDL46
7834.4
Av.
















1.25

BDL51
7291.1
P

BDL51
7291.1
Av.

BDL51
8021.1
P

BDL51
8021.1
Av.

BDL51
8022.4
P

BDL51
8022.4
Av.

BDL51
8022.5
P

BDL51
8022.5
Av.

BDL51
8024.4
P

BDL51
8024.4
Av.

BDL51
8024.7
P

BDL51
8024.7
Av.

BDL52
7861.1
P















0.02

BDL52
7861.1
Av.















1.08

BDL52
7861.5
P

BDL52
7861.5
Av.

BDL52
7863.2
P












0.17

BDL52
7863.2
Av.












1.12

BDL52
7864.5
P






0.14
0.14


0.14
0.14

BDL52
7864.5
Av.






1.16
1.12


1.16
1.12

BDL54
7781.1
P

BDL54
7781.1
Av.

BDL54
7781.4
P

BDL54
7781.4
Av.

BDL54
7784.3
P

BDL54
7784.3
Av.

BDL54
7784.5
P

BDL54
7784.5
Av.

BDL54
7785.4
P

BDL54
7785.4
Av.

BDL54
7781.1
P

BDL54
7781.1
Av.

BDL54
7781.4
P

BDL54
7781.4
Av.

BDL54
7784.3
P

BDL54
7784.3
Av.

BDL54
7785.4
P

BDL54
7785.4
Av.

BDL54
7785.8
P

BDL54
7785.8
Av.

BDL56
7181.2
P

BDL56
7181.2
Av.

BDL56
8301.1
P
0.00
0.05
0.04
0.04
0.31
0.00
0.02
0.02
0.31
0.00
0.02
0.02
0.38
0.07
0.02

0.28

BDL56
8301.1
Av.
1.26
1.18
1.21
1.12
1.36
1.33
1.33
1.33
1.36
1.33
1.33
1.33
1.16
1.09
1.09

1.32

BDL56
8301.3
P

BDL56
8301.3
Av.

BDL56
8304.1
P
0.14

0.04

0.45

0.09
0.06
0.45

0.09
0.06
0.58

0.06
0.17
0.39

BDL56
8304.1
Av.
1.19

1.11

1.28

1.17
1.16
1.28

1.17
1.16
1.14

1.09
1.12
1.23

BDL56
8305.1
P

BDL56
8305.1
Av.

BDL56
8301.1
P

BDL56
8301.1
Av.

BDL56
8301.2
P
















0.39

BDL56
8301.2
Av.
















1.24

BDL56
8301.3
P

BDL56
8301.3
Av.

BDL56
8303.1
P
















0.43

BDL56
8303.1
Av.
















1.11

BDL56
8303.2
P

BDL56
8303.2
Av.

BDL59
7792.1
P
0.00
0.05

0.14
0.23
0.06

0.04
0.23
0.06

0.04
0.08
0.00

0.06
0.09

BDL59
7792.1
Av.
1.21
1.15

1.10
1.25
1.24

1.24
1.25
1.24

1.24
1.16
1.17

1.13
1.16

BDL59
7792.2
P














0.05
0.20

BDL59
7792.2
Av.














1.09
1.12

BDL59
7792.3
P
0.21
0.16
0.03
0.05
0.57
0.03
0.12
0.10
0.57
0.03
0.12
0.10
0.58
0.07
0.09
0.00
0.62

BDL59
7792.3
Av.
1.12
1.13
1.17
1.11
1.22
1.23
1.18
1.13
1.22
1.23
1.18
1.13
1.14
1.09
1.12
1.20
1.13

BDL59
7793.3
P














0.07
0.09

BDL59
7793.3
Av.














1.05
1.07

BDL59
7794.1
P

BDL59
7794.1
Av.

BDL60
8011.4
P





0.47
0.40
0.42

0.47
0.40
0.42


0.27
0.00

BDL60
8011.4
Av.





1.18
1.21
1.19

1.18
1.21
1.19


1.11
1.11

BDL60
8011.7
P

BDL60
8011.7
Av.

BDL60
8013.4
P

BDL60
8013.4
Av.

BDL60
8013.6
P

BDL60
8013.6
Av.

BDL60
8014.5
P

BDL60
8014.5
Av.

BDL60
8013.6
P

BDL60
8013.6
Av.

BDL60
8014.2
P
















0.00

BDL60
8014.2
Av.
















1.20

BDL60
8014.7
P
















0.48

BDL60
8014.7
Av.
















1.27

BDL60
8014.8
P

BDL60
8014.8
Av.

BDL65
7824.1
P

BDL65
7824.1
Av.

BDL65
7825.2
P












0.36

BDL65
7825.2
Av.












1.27

BDL65
8473.2
P

BDL65
8473.2
Av.

BDL65
8474.1
P


0.03

0.50



0.50



0.30

BDL65
8474.1
Av.


1.32

1.14



1.14



1.36

BDL67
7901.5
P

BDL67
7901.5
Av.

BDL67
7902.3
P

BDL67
7902.3
Av.

BDL67
7902.7
P

BDL67
7902.7
Av.

BDL67
7903.3
P

BDL67
7903.3
Av.

BDL67
7903.5
P

BDL67
7903.5
Av.

BDL68
7761.3
P

BDL68
7761.3
Av.

BDL68
7761.8
P

BDL68
7761.8
Av.

BDL68
7761.9
P

BDL68
7761.9
Av.

BDL68
7763.2
P

BDL68
7763.2
Av.

BDL68
7764.1
P

BDL68
7764.1
Av.

BDL78
7911.11
P


0.03









0.55

BDL78
7911.11
Av.


1.34









1.12

BDL78
7911.8
P


0.31

BDL78
7911.8
Av.


1.20

BDL78
7911.9
P

BDL78
7911.9
Av.

BDL78
7912.6
P


0.11

BDL78
7912.6
Av.


1.23

BDL78
7913.11
P


0.48

BDL78
7913.11
Av.


1.11

BDL78
7913.3
P


0.00

0.47



0.47



0.19

BDL78
7913.3
Av.


1.46

1.13



1.13



1.33

BDL78
7913.6
P

BDL78
7913.6
Av.

BDL78
7913.8
P


0.39

BDL78
7913.8
Av.


1.12

BDL78
7913.9
P


0.01

BDL78
7913.9
Av.


1.38

BDL82
7801.1
P

BDL82
7801.1
Av.

BDL82
7801.3
P

BDL82
7801.3
Av.

BDL82
7802.2
P

BDL82
7802.2
Av.

BDL82
7802.3
P

BDL82
7802.3
Av.

BDL82
7803.9
P
0.14
0.02
0.01
0.02
0.00
0.13
0.01
0.08
0.00
0.13
0.01
0.08
0.01
0.02
0.00
0.12
0.00

BDL82
7803.9
Av.
1.29
1.13
1.16
1.14
1.48
1.25
1.38
1.30
1.48
1.25
1.38
1.30
1.26
1.14
1.11
1.12
1.34

BDL89
7812.2
P















0.07

BDL89
7812.2
Av.















1.05

BDL89
7812.5
P

BDL89
7812.5
Av.

BDL89
7814.1
P
0.19

BDL89
7814.1
Av.
1.20

BDL89
7814.4
P

BDL89
7814.4
Av.

BDL89
7814.5
P

BDL89
7814.5
Av.



Table 25.

“P” = P-value;

“Av” = ratio between the averages of event and control. Note that when the average ratio is higher than “1” the effect of exogenous expression of the gene is an increase of the desired trait;

“Par” = Parameter according to the parameters listed in Table 24 above;

“Ev” = event.





































































































































































































































































































































































































































































































































































































































































TABLE 26



Gene
Ev.
Par.
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34


























BDL95
7841.5
P



0.71


0.78




0.70


0.66



BDL95
7841.5
Av.



1.23


1.18




1.19


1.31



BDL95
7842.12
P



0.67

0.75
0.19






0.70
0.32



BDL95
7842.12
Av.



1.11

1.18
2.66






1.28
2.84



BDL95
7842.2
P



0.78


0.47







0.41



BDL95
7842.2
Av.



1.11


55.83







28.99



BDL95
7842.8
P




0.56
0.56
0.46





0.35
0.41
0.46



BDL95
7842.8
Av.




1.36
1.29
3.76





1.56
1.57
4.32



BDL95
7843.4
P



0.03
0.56

0.54




0.00
0.53
0.16
0.48

0.54

BDL95
7843.4
Av.



2.00
2.47

1.84




1.84
2.94
1.23
2.18

2.06

BDL100
7871.2
P











0.72



0.47


BDL100
7871.2
Av.











1.17



1.28


BDL100
7872.2
P



0.00


0.82




0.00
0.13
0.75
0.57

0.36

BDL100
7872.2
Av.



1.63


1.13




1.53
1.18
1.18
1.35

1.11

BDL100
7872.3
P
0.47

0.39



0.76
0.24






0.76



BDL100
7872.3
Av.
1.26

1.11



2.13
1.10






2.04



BDL100
7873.3
P





0.24
0.19






0.22
0.15

0.59

BDL100
7873.3
Av.





1.13
6.24






1.17
5.93

1.16

BDL100
7873.4
P

0.33


0.54

0.55





0.55

0.57

0.31

BDL100
7873.4
Av.

1.17


1.87

2.80





2.06

2.78

2.02

BDL106
7881.1
P



0.03


0.57




0.03


0.60
0.00


BDL106
7881.1
Av.



1.21


1.33




1.21


1.34
1.32


BDL106
7881.4
P



0.44

0.63
0.35




0.27
0.27
0.21
0.01

0.34

BDL106
7881.4
Av.



5.50

1.25
1.74




2.42
1.63
1.81
3.39

1.20

BDL106
7882.6
P



0.48


0.31




0.61
0.70

0.27

0.06

BDL106
7882.6
Av.



1.37


1.61




1.35
1.14

1.98

1.49

BDL106
7884.1
P



0.22
0.46
0.65





0.31
0.47
0.00


0.60

BDL106
7884.1
Av.



1.87
2.65
1.11





1.67
3.05
1.34


1.56

BDL106
7884.9
P



0.50
0.41
0.67
0.22




0.48
0.38
0.57
0.05

0.44

BDL106
7884.9
Av.



2.57
1.15
1.20
1.76




1.86
1.47
1.56
2.59

1.13

BDL106
7881.1
P



0.59
0.66

0.47




0.58
0.61
0.23
0.38



BDL106
7881.1
Av.



4.09
1.25

1.56




4.38
1.29
1.32
1.69



BDL106
7881.2
P
0.22


0.01


0.30




0.17


0.22
0.58


BDL106
7881.2
Av.
1.16


5.82


1.38




6.35


1.42
2.85


BDL106
7882.2
P
0.10


0.57

0.46
0.59

0.03


0.65

0.54
0.66
0.15


BDL106
7882.2
Av.
1.32


1.75

1.84
1.58

1.05


1.55

1.82
1.64
1.68


BDL106
7882.4
P





0.77
0.60





0.67
0.66
0.46



BDL106
7882.4
Av.





1.23
1.49





1.13
1.42
1.71



BDL106
7882.5
P






0.21






0.75
0.21
0.84


BDL106
7882.5
Av.






1.53






1.19
1.58
1.19


BDL108
8122.2
P



0.08
0.39






0.17
0.30
0.48


0.45

BDL108
8122.2
Av.



2.85
1.94






2.11
3.00
1.38


2.73

BDL108
8122.3
P



0.46

0.00





0.50
0.08
0.04


0.09

BDL108
8122.3
Av.



2.61

1.46





1.58
1.20
1.50


1.18

BDL108
8123.1
P



0.20







0.00

0.22

0.41


BDL108
8123.1
Av.



1.96







1.91

1.21

1.59


BDL108
8123.2
P



0.30
0.42






0.20
0.38
0.62


0.53

BDL108
8123.2
Av.



3.17
3.64






2.36
4.07
1.26


2.81

BDL108
8123.5
P



0.42
0.31
0.27
0.04




0.36
0.35
0.31
0.14



BDL108
8123.5
Av.



2.96
1.12
1.42
3.68




1.86
1.38
1.68
4.42



BDL108
8121.1
P



0.12
0.63
0.26
0.73




0.10
0.51
0.00
0.18
0.64


BDL108
8121.1
Av.



4.75
1.33
1.54
1.19




6.16
1.59
2.33
2.15
1.28


BDL108
8121.3
P



0.65
0.35
0.44





0.68
0.62
0.35
0.50



BDL108
8121.3
Av.



2.11
1.24
1.36





1.88
1.12
1.61
1.34



BDL108
8121.4
P



0.44
0.48






0.44
0.13
0.14
0.74



BDL108
8121.4
Av.



2.83
1.17






3.66
1.46
1.32
1.14



BDL108
8122.7
P



0.67


0.28




0.63
0.84
0.30
0.05
0.85


BDL108
8122.7
Av.



4.00


1.52




5.66
1.22
1.64
2.58
1.56


BDL108
8123.7
P



0.71
0.38
0.06
0.32




0.72
0.23
0.00
0.08



BDL108
8123.7
Av.



2.15
1.54
1.18
1.32




2.11
1.77
1.48
1.67



BDL110
8092.1
P















0.00


BDL110
8092.1
Av.















1.28


BDL110
8092.2
P




0.52
0.24
0.44




0.22
0.37
0.26
0.45
0.27


BDL110
8092.2
Av.




1.35
1.76
1.62




1.14
1.48
1.96
1.92
1.22


BDL110
8092.5
P
0.23
0.01
0.01



0.37








0.09


BDL110
8092.5
Av.
1.16
1.15
1.17



1.28








1.32


BDL110
8095.2
P















0.00


BDL110
8095.2
Av.















1.24


BDL111
8102.7
P



0.00
0.25






0.01
0.02
0.30


0.25

BDL111
8102.7
Av.



1.62
1.11






1.57
1.42
1.12


1.26

BDL111
8103.1
P



0.41
0.06
0.08
0.32




0.36
0.29
0.30
0.12

0.32

BDL111
8103.1
Av.



2.15
1.27
1.11
2.44




1.85
1.76
1.40
3.38

1.37

BDL111
8103.2
P



0.00







0.00
0.13





BDL111
8103.2
Av.



1.79







1.66
1.20





BDL111
8103.4
P



0.41
0.12
0.00
0.50




0.28
0.22
0.00
0.40



BDL111
8103.4
Av.



1.87
1.44
1.52
2.06




1.58
1.72
1.87
2.83



BDL111
8103.5
P



0.06
0.71
0.34
0.00




0.12
0.35
0.18
0.00
0.73


BDL111
8103.5
Av.



1.77
1.11
1.21
4.29




1.66
1.25
1.37
5.17
1.14


BDL111
8102.7
P



0.46
0.20
0.63
0.13




0.44
0.28
0.34
0.06



BDL111
8102.7
Av.



2.95
1.35
1.15
1.51




3.43
1.57
1.37
1.68



BDL111
8103.1
P
0.57
0.65
0.26
0.27







0.24



0.32


BDL111
8103.1
Av.
1.12
1.11
1.13
2.19







2.28



1.58


BDL111
8103.2
P



0.96

0.51
0.20




0.88
0.68
0.34
0.33



BDL111
8103.2
Av.



1.35

1.16
1.53




2.21
1.21
1.47
2.07



BDL111
8103.4
P



0.90







0.79



0.83


BDL111
8103.4
Av.



1.51







2.47



1.42


BDL111
8103.5
P



0.88

0.58





0.82

0.53
0.69



BDL111
8103.5
Av.



2.94

1.19





4.21

1.46
1.37



BDL112
7502.1
P




0.69

0.43





0.44

0.37

0.32

BDL112
7502.1
Av.




1.20

2.10





1.46

2.26

1.63

BDL112
7502.14
P



0.52
0.50
0.57





0.50
0.48
0.47


0.46

BDL112
7502.14
Av.



1.67
3.18
1.34





1.44
3.42
1.55


2.15

BDL112
7502.4
P



0.19


0.75




0.11
0.29
0.02
0.44
0.65
0.51

BDL112
7502.4
Av.



2.17


1.18




2.04
1.46
1.24
1.48
1.24
1.36

BDL112
7502.7
P



0.19

0.19





0.07
0.18
0.00
0.84

0.25

BDL112
7502.7
Av.



1.88

1.36





1.70
1.36
1.44
1.13

1.52

BDL112
7502.9
P






0.30




0.62
0.62
0.26
0.16

0.50

BDL112
7502.9
Av.






2.12




1.23
1.22
1.20
2.29

1.30

BDL112
7502.1
P






0.42
0.41






0.41

0.61

BDL112
7502.1
Av.






1.29
1.15






1.27

1.40

BDL112
7502.4
P
0.58


0.55







0.48



0.18


BDL112
7502.4
Av.
1.19


1.84







2.27



2.78


BDL112
7502.7
P



0.64


0.82




0.61

0.71
0.72



BDL112
7502.7
Av.



3.88


1.14




4.86

1.19
1.36



BDL112
7502.8
P



0.54

0.67
0.57




0.51

0.54
0.60



BDL112
7502.8
Av.



2.50

1.20
1.40




2.33

1.41
1.52



BDL112
7502.9
P



0.07


0.79




0.07

0.48
0.62
0.56


BDL112
7502.9
Av.



4.27


1.11




4.93

1.12
1.23
1.22


BDL113
7683.4
P



0.13

0.00
0.69




0.18
0.35
0.10
0.58
0.24


BDL113
7683.4
Av.



1.51

1.24
1.63




1.76
1.13
1.53
2.03
1.60


BDL113
7683.6
P



0.06
0.10
0.09
0.20




0.01
0.04
0.00
0.02

0.00

BDL113
7683.6
Av.



2.09
1.38
1.25
1.80




1.93
2.10
1.67
2.80

1.59

BDL113
7684.3
P



0.24
0.56
0.38
0.62




0.05
0.53
0.35
0.52



BDL113
7684.3
Av.



1.45
1.34
1.50
1.69




1.42
1.61
1.90
2.95



BDL113
7684.6
P



0.12

0.04
0.54




0.17

0.00
0.51



BDL113
7684.6
Av.



1.81

1.29
3.37




1.68

1.63
4.60



BDL113
7684.7
P





0.57
0.90






0.31
0.70



BDL113
7684.7
Av.





1.15
1.19






1.59
1.88



BDL113
7683.1
P



0.18
0.41
0.63
0.16




0.23
0.33
0.06
0.11

0.61

BDL113
7683.1
Av.



4.92
1.37
1.11
1.68




6.15
1.83
1.32
2.01

2.09

BDL113
7683.11
P




0.00







0.00





BDL113
7683.11
Av.




3.76







4.28





BDL113
7683.4
P




0.29

0.47




0.94
0.36

0.47

0.78

BDL113
7683.4
Av.




1.28

1.32




1.72
1.56

1.62

1.47

BDL113
7684.1
P


















BDL113
7684.1
Av.


















BDL113
7684.5
P




0.00







0.00





BDL113
7684.5
Av.




3.01







4.03





BDL114
7741.3
P




0.41
0.12
0.30





0.40
0.00
0.23

0.53

BDL114
7741.3
Av.




3.87
1.92
3.64





4.33
2.51
4.94

2.47

BDL114
7741.6
P



0.36
0.50

0.01




0.58
0.49

0.06

0.43

BDL114
7741.6
Av.



1.37
12.18

2.96




1.16
4.68

2.99

3.15

BDL114
7742.1
P



0.36







0.30
0.30



0.50

BDL114
7742.1
Av.



1.56







1.35
1.21



1.29

BDL114
7742.3
P



0.39
0.23
0.59





0.29
0.00
0.02


0.10

BDL114
7742.3
Av.



4.22
1.73
1.24





2.30
2.68
1.73


1.70

BDL114
7742.5
P



0.16
0.25
0.18
0.63




0.00
0.25
0.13
0.27

0.53

BDL114
7742.5
Av.



3.66
1.85
1.38
1.33




2.39
2.81
2.01
2.23

1.62

BDL115
8152.3
P



0.05







0.34






BDL115
8152.3
Av.



1.28







1.14






BDL115
8152.4
P
0.13




0.71
0.08






0.79
0.08
0.39


BDL115
8152.4
Av.
1.16




1.15
2.16






1.11
2.20
1.39


BDL115
8154.1
P






0.40







0.36

0.60

BDL115
8154.1
Av.






2.40







2.88

1.11

BDL115
8155.2
P




0.51

0.26





0.52

0.26

0.54

BDL115
8155.2
Av.




2.70

2.22





3.09

2.28

2.66

BDL115
8155.4
P



0.36
0.48






0.25
0.47



0.53

BDL115
8155.4
Av.



2.31
1.84






1.88
2.66



2.33

BDL115
8152.3
P



0.43
0.35
0.01
0.36




0.37
0.20
0.24
0.09



BDL115
8152.3
Av.



1.84
1.26
1.22
1.88




1.96
1.41
1.51
2.04



BDL115
8152.4
P



0.25
0.59






0.25
0.05
0.15
0.41



BDL115
8152.4
Av.



2.58
1.13






2.87
1.61
1.42
1.30



BDL115
8154.1
P



0.02

0.27





0.16

0.12




BDL115
8154.1
Av.



5.48

1.16





5.83

1.36




BDL115
8155.2
P



0.05

0.24





0.20

0.13
0.80
0.85


BDL115
8155.2
Av.



3.97

1.36





3.99

1.33
1.13
1.25


BDL115
8155.4
P
0.52


0.01
0.43
0.09
0.28




0.02

0.27
0.23
0.02


BDL115
8155.4
Av.
1.11


4.85
1.20
1.64
1.42




5.32

1.71
1.86
2.24


BDL116
7481.2
P



0.10







0.07


0.54
0.52
0.49

BDL116
7481.2
Av.



1.59







1.64


1.46
1.16
1.14

BDL116
7481.7
P



0.06


0.51




0.14

0.23
0.41
0.64


BDL116
7481.7
Av.



1.17


1.40




1.19

1.13
1.52
1.22


BDL116
7481.8
P



0.75
0.51

0.32




0.68
0.50

0.18

0.54

BDL116
7481.8
Av.



1.15
5.20

1.78




1.17
3.75

2.05

1.87

BDL116
7482.2
P



0.19


0.22




0.03


0.16
0.35


BDL116
7482.2
Av.



1.14


2.69




1.25


2.82
1.46


BDL116
7485.1
P



0.00
0.52

0.40




0.02
0.29
0.07
0.37

0.59

BDL116
7485.1
Av.



2.16
1.17

2.56




1.92
1.62
1.27
3.36

1.26

BDL119
7732.2
P



0.05
0.61
0.00
0.74




0.00
0.39
0.00
0.62
0.34


BDL119
7732.2
Av.



2.07
1.16
1.63
1.36




1.83
1.47
2.00
1.76
1.30


BDL119
7733.2
P



0.42
0.46
0.11





0.15
0.07
0.01
0.73
0.32
0.10

BDL119
7733.2
Av.



1.27
1.15
1.19





1.37
1.38
1.39
1.19
1.10
1.13

BDL119
7734.1
P



0.23







0.07
0.01
0.01


0.00

BDL119
7734.1
Av.



1.50







1.66
1.42
1.56


1.30

BDL119
7734.5
P



0.37
0.26
0.62
0.69




0.00
0.15
0.42
0.41
0.15


BDL119
7734.5
Av.



1.12
1.37
1.16
1.16




1.30
1.58
1.39
1.34
1.21


BDL119
7734.7
P
0.62
0.60
0.25


0.58
0.54




0.75

0.62
0.56
0.52


BDL119
7734.7
Av.
1.11
1.12
1.15


1.41
2.92




1.16

1.18
2.29
1.90


BDL120
7891.3
P



0.09


0.01




0.00

0.01
0.01
0.43


BDL120
7891.3
Av.



3.31


2.89




2.31

1.30
3.58
1.24


BDL120
7892.4
P



0.23


0.62




0.12
0.31

0.53

0.48

BDL120
7892.4
Av.



1.53


1.55




1.46
1.36

1.94

1.14

BDL120
7892.6
P




0.39

0.60





0.59

0.58
0.69


BDL120
7892.6
Av.




1.20

2.56





1.13

2.70
1.10


BDL120
7893.2
P



0.38
0.30

0.91




0.43
0.14

0.77

0.13

BDL120
7893.2
Av.



1.48
4.78

1.11




1.26
5.34

1.42

3.99

BDL120
7893.5
P
0.02
0.46




0.60

0.08





0.61



BDL120
7893.5
Av.
1.18
1.10




2.19

1.04





2.28



BDL122
7513.1
P





0.74
0.47






0.69
0.46



BDL122
7513.1
Av.





1.20
2.77






1.22
2.94



BDL122
7513.1
P



0.49


0.80




0.35


0.83
0.35


BDL122
7513.1
Av.



1.56


1.40




1.57


1.31
1.70


BDL122
7513.14
P



0.17


0.19




0.17
0.53

0.06

0.59

BDL122
7513.14
Av.



1.87


1.82




1.82
1.26

2.38

1.27

BDL122
7513.9
P



0.01
0.46

0.52




0.00
0.44

0.52

0.45

BDL122
7513.9
Av.



1.79
2.20

4.29




1.57
3.19

4.97

3.28

BDL122
7514.3
P

0.22
0.15

0.58

0.57
0.01

0.04


0.61

0.65

0.55

BDL122
7514.3
Av.

1.29
1.23

1.68

2.10
1.12

1.03


2.11

1.63

2.58

BDL122
7513.1
P
0.17
0.09

0.01







0.02



0.12


BDL122
7513.1
Av.
1.18
1.11

4.25







4.24



1.89


BDL122
7513.14
P
0.50


0.88







0.74



0.54


BDL122
7513.14
Av.
1.13


1.32







1.97



3.21


BDL122
7513.9
P
0.31


0.35


0.86




0.31



0.37


BDL122
7513.9
Av.
1.19


4.01


1.34




3.97



2.13


BDL122
7514.3
P



0.32







0.28



0.81


BDL122
7514.3
Av.



2.36







2.69



1.22


BDL123
8082.1
P

0.31
0.09



0.06







0.11

0.17

BDL123
8082.1
Av.

1.16
1.12



2.47







2.20

1.37

BDL123
8082.3
P

0.14
0.48



0.26
0.05

0.04




0.40



BDL123
8082.3
Av.

1.11
1.12



2.00
1.13

1.02




1.85



BDL123
8082.6
P


















BDL123
8082.6
Av.


















BDL123
8083.2
P



0.64
0.53

0.81




0.56
0.55

0.86

0.62

BDL123
8083.2
Av.



1.39
3.11

1.43




1.36
3.02

1.27

1.69

BDL123
8083.3
P
0.07
0.00




0.39
0.01






0.28



BDL123
8083.3
Av.
1.37
1.32




1.77
1.15






1.75



BDL124
8482.1
P



0.38

0.31





0.22
0.00
0.29
0.35
0.00


BDL124
8482.1
Av.



2.25

1.48





1.85
1.50
2.12
1.54
1.20


BDL125
7491.1
P
0.21

0.06



0.20







0.15



BDL125
7491.1
Av.
1.23

1.18



5.44







4.43



BDL125
7491.5
P






0.51







0.55



BDL125
7491.5
Av.






1.67







1.56



BDL125
7492.5
P



0.72







0.66



0.65


BDL125
7492.5
Av.



1.11







1.16



1.38


BDL125
7494.1
P



0.46

0.78
0.44




0.43

0.77
0.41



BDL125
7494.1
Av.



1.41

1.12
2.37




1.24

1.13
2.53



BDL125
7495.5
P



0.36


0.43




0.02


0.31
0.23


BDL125
7495.5
Av.



1.22


2.05




1.34


2.25
1.54


BDL128
7711.3
P



0.11
0.72
0.46
0.66




0.14
0.73
0.32
0.63



BDL128
7711.3
Av.



1.44
1.14
1.14
1.90




1.32
1.18
1.18
2.03



BDL128
8361.5
P



0.36
0.45






0.61
0.50



0.59

BDL128
8361.5
Av.



1.24
1.80






1.14
2.15



2.09

BDL128
8362.2
P
0.10





0.09







0.10



BDL128
8362.2
Av.
1.12





2.14







2.13



BDL128
8363.2
P



0.42


0.54




0.36
0.00

0.50

0.29

BDL128
8363.2
Av.



1.88


3.77




1.84
1.54

5.39

1.30

BDL128
8365.2
P



0.41
0.47






0.42
0.47



0.48

BDL128
8365.2
Av.



1.22
2.55






1.27
3.56



3.78

BDL129
7691.4
P






0.39





0.65
0.00
0.16



BDL129
7691.4
Av.






1.53





1.17
1.61
2.61



BDL129
7691.6
P



0.20


0.64




0.04
0.21
0.52
0.38

0.23

BDL129
7691.6
Av.



1.91


1.48




1.92
1.75
1.37
2.87

1.38

BDL129
7692.2
P




0.50







0.51



0.53

BDL129
7692.2
Av.




3.65







3.67



3.01

BDL129
7692.6
P




0.23

0.26







0.22
0.08


BDL129
7692.6
Av.




1.12

2.87







3.20
1.17


BDL129
7693.1
P



0.35
0.47
0.00
0.21




0.27
0.45
0.00
0.23

0.52

BDL129
7693.1
Av.



1.50
4.24
1.22
3.15




1.43
4.30
1.44
4.15

3.58

BDL130
7663.1
P









0.03





0.48


BDL130
7663.1
Av.









1.02





1.14


BDL130
7663.3
P



0.39
0.39
0.33





0.13
0.23
0.24
0.59

0.06

BDL130
7663.3
Av.



4.91
1.51
1.44





2.34
2.51
2.32
1.93

1.37

BDL130
7663.6
P





0.36
0.48






0.48
0.41
0.40


BDL130
7663.6
Av.





1.30
2.15






1.30
2.24
1.28


BDL130
7664.5
P





0.76







0.76

0.09


BDL130
7664.5
Av.





1.17







1.20

1.06


BDL131
7461.2
P
0.02
0.01
0.14



0.54
0.06






0.67

0.01

BDL131
7461.2
Av.
1.18
1.33
1.22



1.74
1.10






1.48

1.28

BDL131
7461.4
P
0.14
0.06
0.24




0.09
0.00
0.00
0.06







BDL131
7461.4
Av.
1.12
1.14
1.11




1.08
1.05
1.04
1.02







BDL131
7462.2
P
0.00
0.08
0.01



0.66
0.30
0.04
0.08




0.70



BDL131
7462.2
Av.
1.38
1.43
1.25



3.42
1.12
1.07
1.05




2.57



BDL131
7463.4
P


0.19



0.85


0.02




0.93



BDL131
7463.4
Av.


1.11



1.25


1.03




1.10



BDL131
7464.5
P




0.01
0.01
0.16





0.21
0.49
0.04

0.38

BDL131
7464.5
Av.




1.26
1.19
2.44





1.29
1.17
2.63

1.15

BDL132
7471.1
P
0.07
0.09

0.43


0.67







0.71
0.13


BDL132
7471.1
Av.
1.31
1.21

1.17


1.76







1.57
1.41


BDL132
7471.4
P
0.51
0.07
0.09



0.26







0.27
0.76
0.68

BDL132
7471.4
Av.
1.11
1.20
1.13



3.00







2.64
1.19
1.20

BDL132
7472.4
P



0.48


0.94




0.48


0.96



BDL132
7472.4
Av.



1.33


1.18




1.27


1.12



BDL132
7473.1
P

0.00
0.39

0.48




0.03


0.51



0.40

BDL132
7473.1
Av.

1.27
1.15

1.70




1.02


2.06



2.66

BDL132
7474.4
P



0.20
0.51
0.09





0.17
0.51
0.02
0.81
0.89
0.56

BDL132
7474.4
Av.



1.74
1.92
1.20





1.74
2.41
1.29
1.16
1.15
1.87

BDL132
7471.1
P



0.01







0.00
0.75


0.32


BDL132
7471.1
Av.



4.76







6.37
1.12


2.49


BDL132
7471.4
P



0.08

0.20
0.61




0.11

0.00
0.18
0.16


BDL132
7471.4
Av.



5.36

1.12
1.16




6.92

1.49
1.50
3.72


BDL132
7472.4
P



0.05







0.04


0.54



BDL132
7472.4
Av.



3.38







3.70


1.22



BDL132
7473.1
P












0.83
0.36
0.62
0.38


BDL132
7473.1
Av.












1.13
1.27
1.16
1.35


BDL132
7475.4
P






0.13





0.72
0.76
0.11

0.51

BDL132
7475.4
Av.






1.64





1.22
1.11
1.73

1.40

BDL133
8161.1
P



0.34
0.26
0.47





0.39
0.27
0.02


0.30

BDL133
8161.1
Av.



1.55
1.14
1.28





1.41
1.32
1.35


1.18

BDL133
8161.2
P
0.04
0.05
0.02

0.31
0.46
0.01
0.16




0.46

0.01

0.35

BDL133
8161.2
Av.
1.08
1.17
1.13

1.31
1.20
2.62
1.16




1.18

2.22

1.20

BDL133
8161.3
P

0.17
0.00
0.48
0.09

0.71




0.39


0.82
0.36


BDL133
8161.3
Av.

1.11
1.20
7.63
1.19

1.59




2.03


1.29
2.21


BDL133
8161.4
P



0.02
0.53
0.00





0.00
0.04
0.01

0.20


BDL133
8161.4
Av.



1.26
1.15
1.46





1.47
1.28
1.60

1.61


BDL133
8162.1
P




0.27
0.01
0.54




0.06
0.10
0.00
0.39
0.13
0.34

BDL133
8162.1
Av.




1.15
1.41
1.27




1.17
1.37
1.59
1.50
1.16
1.11

BDL133
8162.3
P










0.05




0.11
0.48

BDL133
8162.3
Av.










1.02




1.49
1.16

BDL133
8162.5
P

0.08
0.19



0.00







0.00
0.25
0.02

BDL133
8162.5
Av.

1.12
1.19



3.57







2.84
1.23
1.17

BDL133
8163.2
P




0.59

0.74





0.57
0.78
0.65



BDL133
8163.2
Av.




1.53

1.26





1.69
1.33
1.53



BDL134
7671.2
P



0.00
0.23
0.14





0.00
0.08
0.07
0.49
0.17


BDL134
7671.2
Av.



1.93
1.18
1.20





1.94
1.73
1.76
1.38
1.39


BDL134
7672.1
P



0.01







0.00
0.00
0.07
0.45
0.14
0.46

BDL134
7672.1
Av.



3.86







2.37
1.49
1.38
1.31
1.46
1.27

BDL134
7673.1
P



0.46
0.46
0.40
0.77




0.18
0.09
0.06
0.06
0.17


BDL134
7673.1
Av.



11.84
1.30
1.26
1.10




2.40
2.03
2.04
1.95
1.14


BDL134
7673.2
P



0.19
0.39
0.26
0.01




0.18
0.11
0.16
0.00
0.62


BDL134
7673.2
Av.



1.67
1.26
1.42
2.03




1.66
1.62
1.78
2.56
1.20


BDL135
7722.1
P




0.51
0.34
0.66




0.07
0.45
0.43
0.64
0.24
0.10

BDL135
7722.1
Av.




1.13
1.11
1.85




1.14
1.17
1.11
1.86
1.25
1.11

BDL135
7723.1
P









0.02






0.24

BDL135
7723.1
Av.









1.02






1.22

BDL135
7723.3
P





0.43
0.27




0.51

0.06
0.29
0.02


BDL135
7723.3
Av.





1.13
5.05




1.20

1.29
6.62
1.34


BDL135
7723.8
P



0.72







0.61



0.35
0.26

BDL135
7723.8
Av.



1.12







1.13



1.10
1.13

BDL135
7723.9
P
0.03
0.12
0.05




0.17
0.04






0.29


BDL135
7723.9
Av.
1.19
1.15
1.12




1.16
1.03






1.21


BDL136
7751.4
P




0.19
0.57






0.19
0.48




BDL136
7751.4
Av.




1.26
1.18






1.21
1.19




BDL136
7751.5
P



0.53

0.75
0.53




0.39
0.44
0.44
0.36
0.01


BDL136
7751.5
Av.



1.57

1.12
1.40




1.49
1.35
1.41
1.77
1.12


BDL136
7751.8
P
0.03
0.02
0.05




0.05
0.10






0.39


BDL136
7751.8
Av.
1.20
1.23
1.31




1.08
1.02






1.14


BDL136
7752.6
P















0.12


BDL136
7752.6
Av.















1.35


BDL137
7701.2
P

0.21
0.05
0.50





0.06

0.47



0.40
0.05

BDL137
7701.2
Av.

1.15
1.14
5.92





1.02

1.90



2.37
1.21

BDL137
7701.5
P



0.61


0.73




0.47


0.68

0.68

BDL137
7701.5
Av.



1.28


1.41




1.23


1.57

1.12

BDL137
7701.6
P



0.84


0.75




0.73


0.76
0.01
0.14

BDL137
7701.6
Av.



1.10


1.42




1.15


1.41
1.30
1.13

BDL137
7702.1
P



0.19
0.14

0.25




0.02
0.10
0.00
0.15

0.00

BDL137
7702.1
Av.



2.42
1.29

1.38




1.95
1.94
1.49
2.00

1.42

BDL137
7703.2
P




0.41
0.45
0.59




0.35
0.41
0.46
0.61
0.30


BDL137
7703.2
Av.




1.55
1.52
2.47




1.15
1.50
1.59
2.22
1.27


BDL137
7703.3
P





0.32





0.01
0.18
0.30
0.52
0.19


BDL137
7703.3
Av.





1.19





1.25
1.23
1.42
1.20
1.27


BDL137
7703.7
P





0.53
0.55





0.53
0.53
0.41
0.17


BDL137
7703.7
Av.





1.12
1.45





1.16
1.18
1.42
1.32


BDL139
8131.1
P


















BDL139
8131.1
Av.


















BDL139
8131.2
P



0.12
0.44
0.10
0.83




0.00
0.27
0.00
0.64
0.38
0.50

BDL139
8131.2
Av.



1.70
1.21
1.21
1.19




1.79
1.78
1.71
1.64
1.20
1.18

BDL139
8132.7
P


















BDL139
8132.7
Av.


















BDL139
8133.2
P


















BDL139
8133.2
Av.


















BDL141
8141.2
P











0.30



0.01


BDL141
8141.2
Av.











1.12



1.13


BDL141
8142.2
P


















BDL141
8142.2
Av.


















BDL142
8282.1
P



0.43
0.35
0.52
0.15




0.27
0.38
0.42
0.13
0.01


BDL142
8282.1
Av.



1.17
1.21
1.20
1.47




1.31
1.37
1.33
1.49
1.25


BDL142
8283.1
P



0.27


0.26




0.14
0.03
0.65
0.24

0.33

BDL142
8283.1
Av.



4.32


1.94




2.12
1.30
1.17
2.04

1.10

BDL142
8283.2
P
0.04

0.01












0.30


BDL142
8283.2
Av.
1.07

1.14












1.42


BDL142
8284.1
P





0.68





0.35

0.64
0.85
0.29
0.17

BDL142
8284.1
Av.





1.18





1.20

1.23
1.11
1.21
1.13

BDL142
8285.3
P



0.21


0.60




0.14
0.45
0.61
0.56
0.22
0.03

BDL142
8285.3
Av.



2.01


1.50




1.82
1.21
1.28
1.66
1.40
1.16

BDL142
8285.5
P






0.52







0.65
0.36


BDL142
8285.5
Av.






1.33







1.26
1.29


BDL143
8411.1
P
0.00
0.00
0.11




0.15
0.00
0.02
0.02




0.06


BDL143
8411.1
Av.
1.28
1.24
1.41




1.17
1.05
1.02
1.03




1.17


BDL143
8411.5
P






0.91









0.17

BDL143
8411.5
Av.






1.24









1.11

BDL143
8412.2
P



0.31
0.43
0.09
0.77




0.00
0.24
0.13
0.69

0.02

BDL143
8412.2
Av.



1.22
1.24
1.49
1.35




1.31
1.51
1.63
1.52

1.34

BDL143
8412.4
P




0.23
0.63
0.59





0.03
0.42
0.28

0.78

BDL143
8412.4
Av.




1.14
1.21
1.26





1.80
1.90
2.17

1.22

BDL143
8413.3
P



0.09
0.42
0.03
0.43




0.00
0.27
0.00
0.31
0.44


BDL143
8413.3
Av.



1.69
1.28
1.29
1.40




1.61
1.50
1.55
1.64
1.20


BDL143
8414.4
P





0.34
0.68




0.73
0.66
0.07
0.67



BDL143
8414.4
Av.





1.16
1.72




1.17
1.13
1.25
1.68



BDL143
8414.5
P



0.35
0.60
0.20





0.26
0.40
0.30


0.29

BDL143
8414.5
Av.



1.23
1.13
1.19





1.28
1.38
1.40


1.13

BDL144
8384.1
P





0.09





0.35

0.10

0.37
0.36

BDL144
8384.1
Av.





1.24





1.18

1.23

1.17
1.35

BDL144
8384.5
P











0.36

0.13




BDL144
8384.5
Av.











1.18

1.24




BDL144
8385.1
P



0.00
0.07
0.39
0.73




0.00
0.05
0.00
0.06

0.13

BDL144
8385.1
Av.



2.50
1.35
1.25
1.14




2.06
2.23
1.86
1.71

1.50

BDL145
8233.2
P



0.25







0.00


0.73
0.08


BDL145
8233.2
Av.



1.47







1.47


1.24
1.15


BDL145
8233.3
P



0.37
0.45
0.58





0.08
0.06
0.30
0.48
0.39
0.23

BDL145
8233.3
Av.



9.00
1.13
1.21





2.55
1.79
1.75
1.51
1.35
1.36

BDL145
8235.1
P



0.36

0.41





0.22

0.32
0.79
0.32


BDL145
8235.1
Av.



1.25

1.57





1.27

1.73
1.34
1.16


BDL145
8235.3
P



0.21

0.16
0.65




0.02
0.14
0.00
0.43
0.41
0.38

BDL145
8235.3
Av.



3.39

1.17
1.35




2.32
1.87
1.92
2.33
1.31
1.21

BDL145
8235.4
P


















BDL145
8235.4
Av.


















BDL146
8241.1
P
0.29
0.42
0.72

0.32










0.30


BDL146
8241.1
Av.
1.18
1.14
1.11

1.10










1.37


BDL146
8241.3
P



0.10

0.11
0.31




0.01
0.45
0.01
0.42
0.04


BDL146
8241.3
Av.



1.19

1.29
1.88




1.26
1.24
1.41
1.96
1.08


BDL146
8243.2
P






0.62





0.72

0.59
0.15
0.05

BDL146
8243.2
Av.






1.52





1.12

1.42
1.18
1.16

BDL146
8243.5
P



0.50
0.59
0.68





0.32
0.56
0.59

0.62
0.70

BDL146
8243.5
Av.



1.42
1.20
1.13





1.46
1.47
1.34

1.31
1.11

BDL146
8244.4
P
0.29
0.21
0.33



0.77


0.01




0.89



BDL146
8244.4
Av.
1.15
1.17
1.30



1.39


1.04




1.17



BDL146
8244.7
P



0.07
0.00
0.01
0.29




0.01
0.00
0.00
0.18

0.47

BDL146
8244.7
Av.



1.74
1.58
1.42
1.41




1.66
2.03
1.77
1.97

1.26

BDL146
8245.2
P





0.69
0.50




0.43
0.35
0.59
0.47



BDL146
8245.2
Av.





1.21
3.35




1.11
1.12
1.30
3.30



BDL146
8245.5
P


0.02



0.67
0.08






0.71
0.00


BDL146
8245.5
Av.


1.13



2.48
1.07






2.05
1.25


BDL42
7771.1
P


















BDL42
7771.1
Av.


















BDL42
7772.1
P


















BDL42
7772.1
Av.


















BDL42
7772.7
P


















BDL42
7772.7
Av.


















BDL42
7774.1
P



0.01
0.15
0.35
0.73




0.00
0.00
0.15
0.01



BDL42
7774.1
Av.



4.17
1.16
1.25
1.11




2.40
2.04
2.29
2.15



BDL42
7774.2
P


















BDL42
7774.2
Av.


















BDL42
7774.4
P



0.43

0.31
0.73




0.24
0.06
0.00
0.12
0.46


BDL42
7774.4
Av.



3.46

1.18
1.10




2.06
1.55
1.85
2.09
1.15


BDL46
7833.3
P



0.02
0.70
0.33
0.47




0.00
0.34
0.09
0.43

0.31

BDL46
7833.3
Av.



1.53
1.11
1.19
4.71




1.55
1.52
1.51
6.07

1.24

BDL46
7833.4
P








0.02






0.02


BDL46
7833.4
Av.








1.04






1.17


BDL46
7833.5
P



0.49







0.43






BDL46
7833.5
Av.



1.55







1.44






BDL46
7833.6
P



0.12

0.54
0.52




0.33

0.53
0.50



BDL46
7833.6
Av.



1.24

1.74
3.06




1.18

1.94
3.78



BDL46
7834.1
P


















BDL46
7834.1
Av.


















BDL46
7833.1
P



0.81
0.15
0.06
0.37




0.80
0.25
0.00
0.04



BDL46
7833.1
Av.



2.17
1.81
1.26
1.29




2.21
2.29
1.66
1.76



BDL46
7833.3
P




0.75







0.30
0.00
0.79



BDL46
7833.3
Av.




1.13







1.50
1.41
1.44



BDL46
7833.4
P


















BDL46
7833.4
Av.


















BDL46
7833.5
P





0.54







0.25
0.09



BDL46
7833.5
Av.





1.22







1.77
1.68



BDL46
7834.4
P



0.25
0.00
0.13
0.04




0.41
0.00
0.04
0.00



BDL46
7834.4
Av.



2.23
3.05
2.50
3.07




1.88
3.45
2.95
3.50



BDL51
7291.1
P



0.17
0.34
0.24
0.07




0.06
0.22
0.13
0.04

0.10

BDL51
7291.1
Av.



2.46
1.84
1.59
3.10




2.14
2.30
2.12
4.63

1.11

BDL51
8021.1
P





0.00
0.58






0.03
0.50



BDL51
8021.1
Av.





2.43
3.13






4.73
7.50



BDL51
8022.4
P




0.02
0.31
0.63





0.02
0.25
0.16

0.49

BDL51
8022.4
Av.




2.50
1.54
1.30





4.06
3.15
3.24

1.29

BDL51
8022.5
P



0.28
0.31
0.21
0.15




0.16
0.15
0.12
0.14



BDL51
8022.5
Av.



3.27
2.22
1.66
2.02




2.40
3.77
4.00
5.31



BDL51
8024.4
P



0.23
0.06
0.32
0.55




0.10
0.12
0.30
0.51

0.85

BDL51
8024.4
Av.



2.16
1.60
1.55
3.05




1.80
2.19
2.27
4.90

1.14

BDL51
8024.7
P






0.40





0.45

0.29

0.79

BDL51
8024.7
Av.






1.50





1.12

1.71

1.12

BDL52
7861.1
P





0.64







0.68




BDL52
7861.1
Av.





1.20







1.15




BDL52
7861.5
P



0.38


0.03




0.38


0.04

0.01

BDL52
7861.5
Av.



1.28


2.63




1.19


2.58

1.16

BDL52
7863.2
P


















BDL52
7863.2
Av.


















BDL52
7864.5
P

0.16













0.63
0.62

BDL52
7864.5
Av.

1.12













1.30
1.14

BDL54
7781.1
P




0.51







0.51



0.51

BDL54
7781.1
Av.




4.05







3.55



2.68

BDL54
7781.4
P



0.18







0.29



0.72


BDL54
7781.4
Av.



1.67







1.57



1.15


BDL54
7784.3
P



0.21
0.43






0.17
0.31



0.29

BDL54
7784.3
Av.



2.32
2.78






2.05
3.64



2.55

BDL54
7784.5
P



0.11


0.40




0.01
0.27

0.35

0.18

BDL54
7784.5
Av.



1.38


3.91




1.29
1.23

4.08

1.29

BDL54
7785.4
P



0.00







0.00

0.02




BDL54
7785.4
Av.



1.70







1.56

1.23




BDL54
7781.1
P



0.08
0.78






0.25
0.59
0.52
0.23



BDL54
7781.1
Av.



3.23
1.30






3.98
1.88
1.41
1.72



BDL54
7781.4
P



0.55







0.54

0.24
0.92



BDL54
7781.4
Av.



3.16







3.57

1.52
1.12



BDL54
7784.3
P






0.52







0.17



BDL54
7784.3
Av.






1.21







1.51



BDL54
7785.4
P



0.04


0.53




0.13


0.11
0.34


BDL54
7785.4
Av.



6.70


1.20




10.24


1.62
3.57


BDL54
7785.8
P



0.14


0.37




0.16


0.33
0.00


BDL54
7785.8
Av.



6.30


1.51




8.24


1.48
3.47


BDL56
7181.2
P



0.15
0.21
0.73
0.52




0.14
0.26
0.66
0.50

0.46

BDL56
7181.2
Av.



1.26
1.91
1.41
2.39




1.44
2.65
1.64
3.57

2.09

BDL56
8301.1
P
0.00
0.05
0.11



0.55
0.32
0.01
0.03




0.66



BDL56
8301.1
Av.
1.28
1.27
1.22



1.82
1.13
1.04
1.03




1.45



BDL56
8301.3
P






0.40





0.81

0.35

0.75

BDL56
8301.3
Av.






2.62





1.11

2.83

1.15

BDL56
8304.1
P

0.38
















BDL56
8304.1
Av.

1.11
















BDL56
8305.1
P



0.38


0.43




0.07


0.46
0.79


BDL56
8305.1
Av.



1.19


1.52




1.17


1.58
1.12


BDL56
8301.1
P





0.29







0.00




BDL56
8301.1
Av.





1.27







1.63




BDL56
8301.2
P
















0.77

BDL56
8301.2
Av.
















1.68

BDL56
8301.3
P
0.54


0.95







0.91


0.84
0.36


BDL56
8301.3
Av.
1.25


1.36







1.62


1.11
1.80


BDL56
8303.1
P


















BDL56
8303.1
Av.


















BDL56
8303.2
P
0.53


0.01




0.33


0.00

0.08
0.51
0.12


BDL56
8303.2
Av.
1.11


6.56




1.13


9.42

1.25
1.22
5.45


BDL59
7792.1
P






0.39
0.07






0.50



BDL59
7792.1
Av.






1.69
1.08






1.58



BDL59
7792.2
P






0.69







0.68



BDL59
7792.2
Av.






2.56







2.78



BDL59
7792.3
P
0.16







0.05









BDL59
7792.3
Av.
1.17







1.03









BDL59
7793.3
P



0.64


0.83




0.57


0.73
0.36


BDL59
7793.3
Av.



1.21


1.15




1.26


1.24
1.35


BDL59
7794.1
P




0.27

0.86





0.17

0.81

0.00

BDL59
7794.1
Av.




2.60

1.13





3.67

1.18

3.34

BDL60
8011.4
P
0.45
0.45
















BDL60
8011.4
Av.
1.13
1.12
















BDL60
8011.7
P



0.00
0.48






0.01
0.44
0.41


0.45

BDL60
8011.7
Av.



2.02
2.83






1.98
3.86
1.35


2.63

BDL60
8013.4
P



0.08


0.40




0.01

0.05
0.27



BDL60
8013.4
Av.



2.96


2.37




2.30

1.57
3.52



BDL60
8013.6
P



0.21


0.49




0.00
0.70
0.04
0.47

0.26

BDL60
8013.6
Av.



1.96


6.84




1.85
1.11
1.20
8.09

1.42

BDL60
8014.5
P



0.36


0.90




0.23
0.62
0.76
0.70



BDL60
8014.5
Av.



2.07


1.16




1.84
1.19
1.29
1.76



BDL60
8013.6
P



0.01
0.34
0.32
0.21




0.00
0.04
0.19
0.09
0.77
0.89

BDL60
8013.6
Av.



6.90
1.59
1.30
2.17




8.76
1.88
1.59
2.45
1.23
1.17

BDL60
8014.2
P




0.04
0.18
0.01





0.00
0.16
0.00



BDL60
8014.2
Av.




1.58
1.50
2.12





2.04
2.11
3.09



BDL60
8014.7
P






0.56
0.43




0.42
0.45
0.50



BDL60
8014.7
Av.






1.55
1.26




1.23
1.29
2.00



BDL60
8014.8
P
0.81


0.12

0.16
0.66




0.17

0.25
0.24
0.41


BDL60
8014.8
Av.
1.12


7.59

1.18
1.14




9.76

1.41
1.39
4.18


BDL65
7824.1
P



0.57
0.36

0.65




0.41
0.01
0.55
0.47

0.03

BDL65
7824.1
Av.



1.51
1.24

1.37




1.51
1.72
1.21
2.26

1.36

BDL65
7825.2
P




0.40
0.49
0.11





0.17
0.21
0.15



BDL65
7825.2
Av.




1.29
1.18
1.76





1.49
1.45
2.51



BDL65
8473.2
P



0.13
0.20
0.07
0.51




0.01
0.05
0.00
0.42

0.13

BDL65
8473.2
Av.



3.11
1.16
1.31
2.00




2.17
1.78
1.82
2.80

1.34

BDL65
8474.1
P





0.13
0.22






0.05
0.33
0.64


BDL65
8474.1
Av.





1.25
1.78






1.28
2.01
1.12


BDL67
7901.5
P



0.38
0.26
0.15
0.17




0.36
0.18
0.23
0.12



BDL67
7901.5
Av.



1.56
1.22
1.29
1.92




1.46
1.34
1.48
2.49



BDL67
7902.3
P


0.46
0.65
0.47






0.68
0.48



0.49

BDL67
7902.3
Av.


1.12
1.11
2.65






1.11
3.06



2.43

BDL67
7902.7
P



0.19
0.54






0.20
0.51
0.66


0.55

BDL67
7902.7
Av.



1.49
1.94






1.46
2.91
1.15


2.69

BDL67
7903.3
P



0.68


0.73




0.71


0.68



BDL67
7903.3
Av.



1.19


1.99




1.17


2.50



BDL67
7903.5
P



0.12


0.54




0.00
0.00
0.05
0.49

0.04

BDL67
7903.5
Av.



2.41


2.43




2.03
1.41
1.33
2.85

1.26

BDL68
7761.3
P



0.59


0.74




0.59

0.66
0.72



BDL68
7761.3
Av.



1.42


1.55




1.32

1.17
1.60



BDL68
7761.8
P



0.45


0.21




0.23
0.00
0.29
0.04

0.09

BDL68
7761.8
Av.



7.80


1.77




2.62
2.04
1.30
2.56

2.02

BDL68
7761.9
P












0.39
0.64
0.96

0.63

BDL68
7761.9
Av.












1.60
1.67
1.12

1.41

BDL68
7763.2
P



0.24


0.30




0.19


0.14
0.46


BDL68
7763.2
Av.



2.08


1.62




1.91


1.99
1.28


BDL68
7764.1
P



0.42
0.54

0.83




0.13
0.46
0.53
0.45

0.40

BDL68
7764.1
Av.



9.83
2.45

1.14




2.76
3.43
1.26
1.50

2.71

BDL78
7911.11
P





0.40





0.08
0.56
0.14

0.00


BDL78
7911.11
Av.





1.11





1.16
1.14
1.21

1.24


BDL78
7911.8
P






0.63




0.15
0.57

0.60
0.36


BDL78
7911.8
Av.






1.79




1.21
1.22

2.17
1.30


BDL78
7911.9
P



0.20







0.00
0.14
0.00
0.69

0.00

BDL78
7911.9
Av.



6.36







2.58
1.94
1.88
1.25

1.48

BDL78
7912.6
P





0.70






0.61
0.63


0.37

BDL78
7912.6
Av.





1.21






1.14
1.28


1.16

BDL78
7913.11
P



0.24

0.66





0.05
0.32
0.24

0.13
0.67

BDL78
7913.11
Av.



1.72

1.13





1.84
1.18
1.50

1.60
1.11

BDL78
7913.3
P





0.53







0.44

0.00


BDL78
7913.3
Av.





1.14







1.20

1.31


BDL78
7913.6
P



0.45
0.25
0.49
0.68




0.18
0.12
0.06
0.24
0.49
0.42

BDL78
7913.6
Av.



8.48
1.13
1.22
1.23




2.37
1.90
1.81
1.92
1.16
1.44

BDL78
7913.8
P




0.31
0.21
0.68




0.04
0.23
0.10
0.53
0.07
0.48

BDL78
7913.8
Av.




1.36
1.28
1.29




1.30
1.69
1.58
1.69
1.14
1.11

BDL78
7913.9
P



0.51

0.52
0.20




0.34
0.49
0.46
0.15
0.07


BDL78
7913.9
Av.



1.37

1.14
1.41




1.48
1.25
1.28
1.50
1.53


BDL82
7801.1
P



0.20
0.00
0.24
0.34




0.00
0.00
0.12
0.25



BDL82
7801.1
Av.



2.67
1.39
1.66
2.12




2.04
1.80
2.22
3.05



BDL82
7801.3
P



0.33


0.83




0.03
0.03

0.14



BDL82
7801.3
Av.



8.14


1.12




2.90
1.28

2.08



BDL82
7802.2
P



0.18


0.44




0.14
0.77
0.01
0.41
0.09


BDL82
7802.2
Av.



2.55


5.01




2.16
1.11
1.26
6.53
1.35


BDL82
7802.3
P



0.16
0.67
0.00
0.43




0.08
0.48
0.21
0.06



BDL82
7802.3
Av.



2.36
1.21
1.20
1.58




2.03
1.70
1.72
2.45



BDL82
7803.9
P
0.24
0.01
0.37




0.00

0.00






0.46

BDL82
7803.9
Av.
1.15
1.30
1.18




1.14

1.04






1.28

BDL89
7812.2
P



0.49







0.67




0.34

BDL89
7812.2
Av.



1.15







1.14




1.11

BDL89
7812.5
P




0.44
0.55
0.26





0.45
0.46
0.29

0.49

BDL89
7812.5
Av.




3.98
1.46
7.37





3.87
1.49
7.29

2.55

BDL89
7814.1
P



0.03
0.20
0.29
0.44




0.42
0.49
0.45
0.43

0.77

BDL89
7814.1
Av.



1.22
1.11
1.17
2.98




1.12
1.12
1.14
2.97

1.11

BDL89
7814.4
P



0.51
0.42
0.00
0.44




0.51
0.39
0.15
0.10

0.33

BDL89
7814.4
Av.



3.96
2.15
1.23
1.63




1.94
3.04
1.58
2.16

1.96

BDL89
7814.5
P



0.42

0.55
0.43




0.31
0.20
0.42
0.19
0.32
0.13

BDL89
7814.5
Av.



3.45

1.14
1.67




2.25
1.16
1.45
2.21
1.39
1.12



Table 26.



























































































































































































































































































































































































































































































































































































































































TABLE 27



Gene
Ev.
Par.
35
36
37
38
39
40
41
42
43
44
45



BDL95
7841.5
P

0.67

0.70
0.74

0.55

0.14

0.74

BDL95
7841.5
Av.

1.64

1.36
1.22

1.11

1.18

1.22

BDL95
7842.12
P








0.77
0.03


BDL95
7842.12
Av.








1.12
1.19


BDL95
7842.2
P


0.71





0.58



BDL95
7842.2
Av.


1.14





1.11



BDL95
7842.8
P
0.28

0.58
0.78


0.01

0.00



BDL95
7842.8
Av.
1.18

1.14
1.11


1.21

1.29



BDL95
7843.4
P


0.49


0.49


0.49



BDL95
7843.4
Av.


10.16


5.89


9.51



BDL100
7871.2
P
0.39

0.36


0.37


0.08
0.21


BDL100
7871.2
Av.
1.13

1.25


1.14


1.25
1.15


BDL100
7872.2
P

0.03
0.29
0.46

0.26


0.32
0.09


BDL100
7872.2
Av.

1.40
1.25
1.40

1.20


1.40
1.20


BDL100
7872.3
P


0.01









BDL100
7872.3
Av.


1.49









BDL100
7873.3
P





0.42
0.03


0.02


BDL100
7873.3
Av.





1.18
1.16


1.23


BDL100
7873.4
P


0.50
0.01

0.43






BDL100
7873.4
Av.


2.93
1.37

2.58






BDL106
7881.1
P

0.01

0.50
0.00





0.00

BDL106
7881.1
Av.

1.41

1.39
1.40





1.40

BDL106
7881.4
P

0.47

0.06
0.68





0.68

BDL106
7881.4
Av.

8.12

1.69
1.12





1.12

BDL106
7882.6
P

0.63

0.25

0.04






BDL106
7882.6
Av.

1.42

1.19

1.15






BDL106
7884.1
P


0.49


0.50


0.51
0.16


BDL106
7884.1
Av.


12.26


5.79


4.04
1.36


BDL106
7884.9
P

0.54

0.31
0.69

0.47

0.62
0.24
0.69

BDL106
7884.9
Av.

3.90

2.59
1.32

1.13

1.12
1.19
1.32

BDL106
7881.1
P
0.44
0.00
0.46

0.01

0.23


0.21
0.01

BDL106
7881.1
Av.
1.19
1.37
1.49

1.15

1.16


1.21
1.15

BDL106
7881.2
P


0.74
0.29
0.40



0.62

0.40

BDL106
7881.2
Av.


1.17
1.69
1.16



1.21

1.16

BDL106
7882.2
P


0.11
0.73








BDL106
7882.2
Av.


1.30
1.54








BDL106
7882.4
P



0.08


0.24

0.60
0.09


BDL106
7882.4
Av.



2.00


1.12

1.22
1.25


BDL106
7882.5
P


0.14
0.44


0.43
0.26
0.06
0.03


BDL106
7882.5
Av.


1.30
1.72


1.21
1.12
1.39
1.16


BDL108
8122.2
P
0.05
0.62
0.48
0.58

0.49
0.39

0.48
0.25


BDL108
8122.2
Av.
1.15
3.47
4.92
1.26

4.63
1.16

2.58
1.40


BDL108
8122.3
P

0.42

0.53
0.44

0.31

0.44
0.05
0.44

BDL108
8122.3
Av.

4.07

1.46
1.37

1.13

1.22
1.17
1.37

BDL108
8123.1
P

0.14

0.78
0.03


0.37
0.40

0.03

BDL108
8123.1
Av.

3.19

1.13
1.93


1.25
1.22

1.93

BDL108
8123.2
P

0.59
0.51
0.39
0.71
0.52
0.50

0.54
0.38
0.71

BDL108
8123.2
Av.

6.61
11.57
2.13
2.17
6.48
1.30

3.24
1.56
2.17

BDL108
8123.5
P

0.45

0.22
0.47

0.13


0.43
0.47

BDL108
8123.5
Av.

4.40

1.30
1.34

1.11


1.30
1.34

BDL108
8121.1
P



0.21








BDL108
8121.1
Av.



3.08








BDL108
8121.3
P



0.01








BDL108
8121.3
Av.



1.65








BDL108
8121.4
P

0.76

0.06








BDL108
8121.4
Av.

1.23

1.44








BDL108
8122.7
P



0.02








BDL108
8122.7
Av.



1.90








BDL108
8123.7
P

0.48
0.34
0.09




0.74
0.00


BDL108
8123.7
Av.

1.21
1.15
1.58




1.11
1.21


BDL110
8092.1
P



0.24








BDL110
8092.1
Av.



1.18








BDL110
8092.2
P



0.11


0.01


0.01


BDL110
8092.2
Av.



1.75


1.20


1.24


BDL110
8092.5
P



0.27


0.04





BDL110
8092.5
Av.



1.17


1.09





BDL110
8095.2
P









0.61


BDL110
8095.2
Av.









1.11


BDL111
8102.7
P

0.24
0.54
0.14

0.04


0.02
0.21


BDL111
8102.7
Av.

1.33
1.24
1.81

1.24


1.30
1.13


BDL111
8103.1
P

0.68
0.09
0.04

0.20


0.00
0.07


BDL111
8103.1
Av.

1.37
1.70
1.77

1.54


1.37
1.15


BDL111
8103.2
P

0.26


0.72


0.76


0.72

BDL111
8103.2
Av.

2.29


1.13


1.14


1.13

BDL111
8103.4
P

0.52
0.53
0.08




0.47



BDL111
8103.4
Av.

2.01
1.22
1.81




1.19



BDL111
8103.5
P

0.25
0.40
0.17
0.67
0.64
0.27


0.03
0.67

BDL111
8103.5
Av.

1.87
1.19
1.71
1.20
1.12
1.13


1.20
1.20

BDL111
8102.7
P

0.31

0.52


0.44


0.27


BDL111
8102.7
Av.

1.32

1.29


1.12


1.23


BDL111
8103.1
P



0.45


0.24

0.00



BDL111
8103.1
Av.



1.24


1.12

1.31



BDL111
8103.2
P

0.61

0.51




0.33
0.25


BDL111
8103.2
Av.

1.93

1.80




1.25
1.22


BDL111
8103.4
P



0.15




0.25
0.40


BDL111
8103.4
Av.



1.66




1.18
1.17


BDL111
8103.5
P

0.15

0.34


0.10





BDL111
8103.5
Av.

1.80

1.72


1.11





BDL112
7502.1
P





0.07


0.38
0.09


BDL112
7502.1
Av.





1.30


1.22
1.14


BDL112
7502.14
P


0.50


0.49


0.49



BDL112
7502.14
Av.


9.53


4.98


9.33



BDL112
7502.4
P

0.40
0.33
0.02
0.65
0.48


0.00
0.03
0.65

BDL112
7502.4
Av.

2.81
1.20
1.35
1.37
1.31


1.23
1.19
1.37

BDL112
7502.7
P

0.26

0.31

0.45


0.00
0.20


BDL112
7502.7
Av.

2.00

1.76

1.21


1.22
1.15


BDL112
7502.9
P


0.59


0.48


0.28
0.15


BDL112
7502.9
Av.


1.14


1.29


1.15
1.11


BDL112
7502.1
P

0.31

0.39


0.03

0.04
0.02


BDL112
7502.1
Av.

2.00

1.38


1.11

1.38
1.26


BDL112
7502.4
P
0.01

0.22

0.01

0.02

0.26
0.43
0.01

BDL112
7502.4
Av.
1.26

1.85

1.15

1.13

1.29
1.19
1.15

BDL112
7502.7
P
0.25
0.11
0.20

0.41

0.00

0.25
0.57
0.41

BDL112
7502.7
Av.
1.28
1.50
1.20

1.11

1.23

1.30
1.10
1.11

BDL112
7502.8
P
0.38
0.49
0.58

0.01

0.01
0.07
0.15
0.01
0.01

BDL112
7502.8
Av.
1.21
1.64
1.17

1.14

1.15
1.16
1.21
1.25
1.14

BDL112
7502.9
P

0.06

0.07


0.11

0.00



BDL112
7502.9
Av.

1.22

1.63


1.12

1.34



BDL113
7683.4
P

0.29

0.06
0.28

0.01

0.02
0.07
0.28

BDL113
7683.4
Av.

2.64

2.49
1.88

1.23

1.11
1.15
1.88

BDL113
7683.6
P

0.30
0.24
0.00

0.03



0.33


BDL113
7683.6
Av.

2.33
1.40
1.67

1.47



1.21


BDL113
7684.3
P

0.68
0.14
0.00








BDL113
7684.3
Av.

1.42
1.21
1.92








BDL113
7684.6
P

0.25

0.21
0.70

0.51


0.37
0.70

BDL113
7684.6
Av.

2.21

1.55
1.20

1.12


1.10
1.20

BDL113
7684.7
P



0.02





0.32


BDL113
7684.7
Av.



1.67





1.15


BDL113
7683.1
P

0.05

0.43

0.54


0.41
0.01


BDL113
7683.1
Av.

1.39

1.62

1.15


1.20
1.20


BDL113
7683.11
P












BDL113
7683.11
Av.












BDL113
7683.4
P

0.72

0.77

0.69


0.39
0.00


BDL113
7683.4
Av.

1.33

1.21

1.12


1.14
1.24


BDL113
7684.1
P












BDL113
7684.1
Av.












BDL113
7684.5
P












BDL113
7684.5
Av.












BDL114
7741.3
P


0.50
0.00

0.50
0.10

0.49
0.33


BDL114
7741.3
Av.


24.74
1.73

10.33
1.14

6.56
1.14


BDL114
7741.6
P


0.50


0.49


0.50



BDL114
7741.6
Av.


65.41


11.28


9.24



BDL114
7742.1
P

0.50



0.39


0.01
0.20


BDL114
7742.1
Av.

1.51



1.22


1.16
1.11


BDL114
7742.3
P

0.48
0.00


0.03


0.15



BDL114
7742.3
Av.

6.61
1.94


1.69


1.30



BDL114
7742.5
P

0.22
0.29
0.02

0.45
0.17

0.02
0.34


BDL114
7742.5
Av.

3.37
1.93
2.22

1.58
1.14

1.57
1.32


BDL115
8152.3
P

0.27










BDL115
8152.3
Av.

1.28










BDL115
8152.4
P

0.05

0.00
0.02

0.07



0.02

BDL115
8152.4
Av.

1.42

1.67
1.58

1.12



1.58

BDL115
8154.1
P


0.15
0.11

0.40



0.22


BDL115
8154.1
Av.


1.41
1.31

1.32



1.23


BDL115
8155.2
P


0.49
0.03

0.50


0.50



BDL115
8155.2
Av.


9.95
1.32

6.80


12.32



BDL115
8155.4
P

0.72
0.49
0.00

0.51


0.45



BDL115
8155.4
Av.

2.26
4.22
1.60

3.59


1.83



BDL115
8152.3
P

0.51

0.24


0.01

0.12
0.33


BDL115
8152.3
Av.

1.56

1.84


1.27

1.22
1.13


BDL115
8152.4
P

0.01
0.57
0.01

0.25
0.08

0.08
0.02


BDL115
8152.4
Av.

2.40
1.29
2.01

1.20
1.19

1.63
1.25


BDL115
8154.1
P

0.35
0.85
0.00
0.29

0.01

0.40
0.42
0.29

BDL115
8154.1
Av.

1.78
1.15
2.51
1.19

1.16

1.47
1.14
1.19

BDL115
8155.2
P



0.11








BDL115
8155.2
Av.



1.60








BDL115
8155.4
P



0.05








BDL115
8155.4
Av.



2.30








BDL116
7481.2
P

0.24
0.16
0.18

0.12


0.22



BDL116
7481.2
Av.

1.61
1.19
1.16

1.21


1.17



BDL116
7481.7
P
0.48
0.69
0.26

0.74

0.44

0.63

0.74

BDL116
7481.7
Av.
1.11
1.11
1.44

1.14

1.13

1.11

1.14

BDL116
7481.8
P


0.49


0.50


0.49
0.33


BDL116
7481.8
Av.


15.78


5.33


13.31
1.10


BDL116
7482.2
P

0.45

0.10
0.46

0.02


0.13
0.46

BDL116
7482.2
Av.

1.23

1.53
1.34

1.18


1.22
1.34

BDL116
7485.1
P

0.00
0.13
0.36

0.46
0.08

0.55
0.20


BDL116
7485.1
Av.

2.03
1.35
1.47

1.27
1.20

1.10
1.31


BDL119
7732.2
P

0.09

0.03


0.09


0.10


BDL119
7732.2
Av.

2.30

1.61


1.16


1.44


BDL119
7733.2
P
0.70
0.01
0.23


0.06



0.27


BDL119
7733.2
Av.
1.12
1.47
1.28


1.21



1.39


BDL119
7734.1
P
0.30
0.02



0.52
0.21


0.15


BDL119
7734.1
Av.
1.21
1.50



1.12
1.13


1.36


BDL119
7734.5
P


0.39









BDL119
7734.5
Av.


1.16









BDL119
7734.7
P












BDL119
7734.7
Av.












BDL120
7891.3
P

0.00

0.06
0.15

0.02

0.35
0.10
0.15

BDL120
7891.3
Av.

5.30

1.42
1.84

1.19

1.30
1.13
1.84

BDL120
7892.4
P

0.36
0.01


0.03


0.00
0.26


BDL120
7892.4
Av.

1.37
1.48


1.28


1.37
1.15


BDL120
7892.6
P












BDL120
7892.6
Av.












BDL120
7893.2
P
0.65

0.36
0.86

0.19
0.14





BDL120
7893.2
Av.
1.11

22.46
1.20

11.26
1.13





BDL120
7893.5
P

0.39


0.22





0.22

BDL120
7893.5
Av.

1.13


1.19





1.19

BDL122
7513.1
P









0.16


BDL122
7513.1
Av.









1.20


BDL122
7513.1
P
0.17
0.48


0.06


0.76

0.30
0.06

BDL122
7513.1
Av.
1.12
1.90


1.51


1.13

1.26
1.51

BDL122
7513.14
P

0.23



0.31


0.00
0.02


BDL122
7513.14
Av.

2.17



1.18


1.27
1.30


BDL122
7513.9
P


0.49


0.48


0.45



BDL122
7513.9
Av.


5.96


5.25


3.93



BDL122
7514.3
P


0.53


0.53


0.42



BDL122
7514.3
Av.


4.10


4.19


1.34



BDL122
7513.1
P



0.44








BDL122
7513.1
Av.



1.17








BDL122
7513.14
P


0.36
0.42
0.04





0.04

BDL122
7513.14
Av.


1.28
1.17
1.26





1.26

BDL122
7513.9
P












BDL122
7513.9
Av.












BDL122
7514.3
P



0.34








BDL122
7514.3
Av.



1.73








BDL123
8082.1
P





0.00






BDL123
8082.1
Av.





1.30






BDL123
8082.3
P












BDL123
8082.3
Av.












BDL123
8082.6
P


0.72
0.38

0.68



0.08


BDL123
8082.6
Av.


1.21
1.45

1.17



1.15


BDL123
8083.2
P


0.50


0.50


0.50



BDL123
8083.2
Av.


20.40


9.06


17.24



BDL123
8083.3
P












BDL123
8083.3
Av.












BDL124
8482.1
P
0.17
0.39

0.04


0.01


0.09


BDL124
8482.1
Av.
1.12
2.21

1.35


1.12


1.18


BDL125
7491.1
P












BDL125
7491.1
Av.












BDL125
7491.5
P


0.37


0.05






BDL125
7491.5
Av.


1.27


1.16






BDL125
7492.5
P

0.43

0.54
0.56



0.40
0.13
0.56

BDL125
7492.5
Av.

1.72

1.62
1.53



1.12
1.16
1.53

BDL125
7494.1
P

0.54

0.03
0.59

0.20



0.59

BDL125
7494.1
Av.

1.65

1.65
1.21

1.10



1.21

BDL125
7495.5
P

0.48
0.33
0.17
0.43



0.37
0.47
0.43

BDL125
7495.5
Av.

1.41
1.28
1.75
1.50



1.14
1.24
1.50

BDL128
7711.3
P

0.55
0.79
0.59
0.82
0.85
0.53



0.82

BDL128
7711.3
Av.

1.41
1.26
1.73
1.12
1.12
1.13



1.12

BDL128
8361.5
P


0.50
0.64

0.53
0.43


0.36


BDL128
8361.5
Av.


4.09
1.61

3.76
1.14


1.30


BDL128
8362.2
P



0.72








BDL128
8362.2
Av.



1.15








BDL128
8363.2
P

0.48

0.60








BDL128
8363.2
Av.

2.28

1.46








BDL128
8365.2
P


0.48
0.49

0.48


0.46



BDL128
8365.2
Av.


7.01
1.50

5.56


3.18



BDL129
7691.4
P


0.26
0.70








BDL129
7691.4
Av.


1.41
1.25








BDL129
7691.6
P

0.25
0.04
0.34

0.16


0.02



BDL129
7691.6
Av.

1.88
1.34
1.38

1.34


1.28



BDL129
7692.2
P


0.50
0.09

0.51


0.51



BDL129
7692.2
Av.


11.03
1.77

6.06


7.47



BDL129
7692.6
P


0.06
0.68








BDL129
7692.6
Av.


1.31
1.19








BDL129
7693.1
P


0.50


0.50


0.49



BDL129
7693.1
Av.


12.70


6.16


3.58



BDL130
7663.1
P


0.35


0.08



0.66


BDL130
7663.1
Av.


1.26


1.14



1.15


BDL130
7663.3
P

0.43
0.33
0.27

0.01
0.19

0.03
0.05


BDL130
7663.3
Av.

6.12
1.67
1.82

1.41
1.13

1.21
1.43


BDL130
7663.6
P



0.11








BDL130
7663.6
Av.



1.24








BDL130
7664.5
P












BDL130
7664.5
Av.












BDL131
7461.2
P


0.38


0.00


0.00



BDL131
7461.2
Av.


1.16


1.30


1.16



BDL131
7461.4
P












BDL131
7461.4
Av.












BDL131
7462.2
P












BDL131
7462.2
Av.












BDL131
7463.4
P


0.41


0.16



0.01


BDL131
7463.4
Av.


1.26


1.21



1.24


BDL131
7464.5
P


0.57
0.34

0.06


0.26



BDL132
7464.5
Av.


1.13
1.57

1.14


1.25



BDL132
7471.1
P

0.00

0.43
0.05





0.05

BDL132
7471.1
Av.

1.79

1.10
1.74





1.74

BDL132
7471.4
P




0.72





0.72

BDL132
7471.4
Av.




1.21





1.21

BDL132
7472.4
P

0.45
0.27
0.03
0.45





0.45

BDL132
7472.4
Av.

1.89
1.15
1.31
1.30





1.30

BDL132
7473.1
P


0.47


0.46


0.50



BDL132
7473.1
Av.


4.65


4.79


69.02



BDL132
7474.4
P

0.93
0.50
0.68

0.51


0.49



BDL132
7474.4
Av.

1.24
8.05
1.24

5.70


10.13



BDL132
7471.1
P



0.50




0.23



BDL132
7471.1
Av.



1.28




1.24



BDL132
7471.4
P


0.45

0.10





0.10

BDL132
7471.4
Av.


1.84

1.16





1.16

BDL132
7472.4
P



0.49


0.10





BDL132
7472.4
Av.



1.87


1.09





BDL132
7473.1
P
0.63

0.29
0.61


0.28

0.03



BDL132
7473.1
Av.
1.20

1.38
1.36


1.23

1.21



BDL132
7475.4
P

0.37





0.70
0.51



BDL132
7475.4
Av.

1.75





1.11
1.16



BDL133
8161.1
P

0.02

0.56



0.74




BDL133
8161.1
Av.

2.12

1.17



1.43




BDL133
8161.2
P



0.34








BDL133
8161.2
Av.



1.16








BDL133
8161.3
P
0.32
0.48
0.66

0.73
0.63

0.60

0.30
0.73

BDL133
8161.3
Av.
1.12
15.21
1.24

1.31
1.13

1.76

1.22
1.31

BDL133
8161.4
P
0.16
0.36

0.12


0.24

0.00



BDL133
8161.4
Av.
1.13
1.48

1.24


1.13

1.43



BDL133
8162.1
P



0.07








BDL133
8162.1
Av.



1.39








BDL133
8162.3
P









0.19


BDL133
8162.3
Av.









1.13


BDL133
8162.5
P





0.02






BDL133
8162.5
Av.





1.20






BDL133
8163.2
P


0.51









BDL133
8163.2
Av.


1.38









BDL134
7671.2
P

0.40

0.02


0.26
0.57

0.11


BDL134
7671.2
Av.

3.72

1.79


1.15
3.46

1.22


BDL134
7672.1
P

0.26
0.44


0.08


0.49
0.00


BDL134
7672.1
Av.

4.40
1.24


1.26


1.14
1.29


BDL134
7673.1
P

0.46
0.16
0.07

0.07


0.01



BDL134
7673.1
Av.

13.42
1.44
1.30

1.14


1.37



BDL134
7673.2
P

0.02
0.16


0.15



0.32


BDL134
7673.2
Av.

1.63
1.28


1.18



1.12


BDL135
7722.1
P


0.47


0.29






BDL135
7722.1
Av.


1.18


1.16






BDL135
7723.1
P


0.56

0.62
0.03

0.57
0.54

0.62

BDL135
7723.1
Av.


1.14

2.29
1.18

3.83
1.22

2.29

BDL135
7723.3
P












BDL135
7723.3
Av.












BDL135
7723.8
P



0.74

0.25



0.56


BDL135
7723.8
Av.



1.15

1.12



1.13


BDL135
7723.9
P



0.71








BDL135
7723.9
Av.



1.14








BDL136
7751.4
P


0.05


0.13






BDL136
7751.4
Av.


1.51


1.12






BDL136
7751.5
P

0.38
0.39
0.42

0.24


0.40
0.42


BDL136
7751.5
Av.

1.51
1.34
1.11

1.11


1.11
1.12


BDL136
7751.8
P
0.12











BDL136
7751.8
Av.
1.10











BDL136
7752.6
P


0.40





0.16



BDL136
7752.6
Av.


1.16





1.16



BDL137
7701.2
P

0.50
0.52

0.75
0.13

0.73
0.41
0.41
0.75

BDL137
7701.2
Av.

14.76
1.24

1.41
1.25

1.42
1.11
1.14
1.41

BDL137
7701.5
P

0.53

0.64





0.05


BDL137
7701.5
Av.

1.50

1.25





1.14


BDL137
7701.6
P



0.76

0.55






BDL137
7701.6
Av.



1.13

1.11






BDL137
7702.1
P

0.05
0.37
0.03

0.17
0.25

0.16



BDL137
7702.1
Av.

2.52
1.20
1.51

1.25
1.13

1.43



BDL137
7703.2
P
0.18

0.10






0.07


BDL137
7703.2
Av.
1.24

1.43






1.19


BDL137
7703.3
P


0.34
0.21

0.67
0.22


0.00


BDL137
7703.3
Av.


1.27
1.35

1.11
1.15


1.29


BDL137
7703.7
P


0.15


0.02



0.10


BDL137
7703.7
Av.


1.32


1.21



1.12


BDL139
8131.1
P












BDL139
8131.1
Av.












BDL139
8131.2
P
0.25
0.01
0.63


0.56


0.05
0.26


BDL139
8131.2
Av.
1.19
1.83
1.16


1.13


1.23
1.16


BDL139
8132.7
P












BDL139
8132.7
Av.












BDL139
8133.2
P












BDL139
8133.2
Av.












BDL141
8141.2
P








0.15



BDL141
8141.2
Av.








1.16



BDL141
8142.2
P












BDL141
8142.2
Av.












BDL142
8282.1
P
0.03
0.43
0.62


0.20


0.03
0.10


BDL142
8282.1
Av.
1.16
1.25
1.25


1.14


1.20
1.12


BDL142
8283.1
P
0.41
0.33
0.52


0.11

0.59

0.16


BDL142
8283.1
Av.
1.23
8.56
1.27


1.16

2.47

1.28


BDL142
8283.2
P
0.27

0.05


0.30


0.48



BDL142
8283.2
Av.
1.14

1.42


1.18


1.15



BDL142
8284.1
P


0.83
0.57

0.41


0.38



BDL142
8284.1
Av.


1.11
1.14

1.16


1.32



BDL142
8285.3
P
0.03
0.34
0.65


0.41
0.44
0.57
0.01
0.18


BDL142
8285.3
Av.
1.17
2.67
1.20


1.22
1.16
2.90
1.31
1.21


BDL142
8285.5
P












BDL142
8285.5
Av.












BDL143
8411.1
P
0.40







0.37



BDL143
8411.1
Av.
1.21







1.24



BDL143
8411.5
P





0.54



0.54


BDL143
8411.5
Av.





1.13



1.10


BDL143
8412.2
P

0.43

0.01

0.03



0.14


BDL143
8412.2
Av.

1.32

1.54

1.22



1.28


BDL143
8412.4
P



0.01


0.47

0.56
0.03


BDL143
8412.4
Av.



2.08


1.18

1.17
1.30


BDL143
8413.3
P

0.02
0.15


0.18



0.00


BDL143
8413.3
Av.

1.72
1.35


1.11



1.24


BDL143
8414.4
P



0.36




0.79



BDL143
8414.4
Av.



1.18




1.15



BDL143
8414.5
P

0.16










BDL143
8414.5
Av.

1.17










BDL144
8384.1
P

0.58

0.28

0.18



0.41


BDL144
8384.1
Av.

1.33

1.47

1.13



1.18


BDL144
8384.5
P



0.08


0.14





BDL144
8384.5
Av.



1.45


1.20





BDL144
8385.1
P

0.00
0.76
0.06

0.40
0.05


0.23


BDL144
8385.1
Av.

3.33
1.11
1.69

1.24
1.20


1.40


BDL145
8233.2
P

0.15
0.05


0.13


0.15



BDL145
8233.2
Av.

1.48
1.51


1.23


1.14



BDL145
8233.3
P

0.39

0.02

0.58
0.56

0.05
0.00


BDL145
8233.3
Av.

14.58

1.62

1.15
1.12

1.28
1.28


BDL145
8235.1
P

0.30

0.15





0.21


BDL145
8235.1
Av.

1.19

1.53





1.20


BDL145
8235.3
P

0.19

0.02


0.29

0.39
0.11


BDL145
8235.3
Av.

5.48

1.65


1.20

1.31
1.27


BDL145
8235.4
P












BDL145
8235.4
Av.












BDL146
8241.1
P


0.17









BDL146
8241.1
Av.


1.32









BDL146
8241.3
P
0.31
0.60




0.00


0.00


BDL146
8241.3
Av.
1.18
1.24




1.17


1.35


BDL146
8243.2
P





0.20






BDL146
8243.2
Av.





1.14






BDL146
8243.5
P

0.73
0.33
0.44

0.03



0.00


BDL146
8243.5
Av.

1.22
1.43
1.42

1.23



1.39


BDL146
8244.4
P
0.43

0.19

0.58
0.08

0.67
0.43

0.58

BDL146
8244.4
Av.
1.15

1.26

2.83
1.16

1.68
1.21

2.83

BDL146
8244.7
P

0.00
0.61
0.23

0.15


0.07



BDL146
8244.7
Av.

1.96
1.18
1.39

1.14


1.33



BDL146
8245.2
P


0.10


0.03


0.02



BDL146
8245.2
Av.


1.34


1.18


1.50



BDL146
8245.5
P












BDL146
8245.5
Av.












BDL42
7771.1
P












BDL42
7771.1
Av.












BDL42
7772.1
P












BDL42
7772.1
Av.












BDL42
7772.7
P












BDL42
7772.7
Av.












BDL42
7774.1
P

0.07
0.58
0.00


0.06

0.24
0.12


BDL42
7774.1
Av.

5.75
1.14
1.59


1.11

1.21
1.19


BDL42
7774.2
P












BDL42
7774.2
Av.












BDL42
7774.4
P

0.47

0.01








BDL42
7774.4
Av.

4.18

1.81








BDL46
7833.3
P

0.02
0.32
0.45

0.19






BDL46
7833.3
Av.

1.37
1.44
1.68

1.36






BDL46
7833.4
P


0.56









BDL46
7833.4
Av.


1.19









BDL46
7833.5
P

0.47
0.45
0.51
0.54





0.54

BDL46
7833.5
Av.

2.25
1.14
1.32
1.31





1.31

BDL46
7833.6
P


0.14
0.30

0.61






BDL46
7833.6
Av.


1.21
1.24

1.19






BDL46
7834.1
P



0.75





0.46


BDL46
7834.1
Av.



1.13





1.15


BDL46
7833.1
P

0.20
0.43
0.09

0.02


0.21
0.39


BDL46
7833.1
Av.

2.16
1.47
1.70

1.18


1.32
1.20


BDL46
7833.3
P



0.81








BDL46
7833.3
Av.



1.20








BDL46
7833.4
P



0.33








BDL46
7833.4
Av.



1.73








BDL46
7833.5
P

0.65

0.17





0.32


BDL46
7833.5
Av.

1.14

1.77





1.24


BDL46
7834.4
P
0.02
0.27

0.02


0.02

0.29
0.00


BDL46
7834.4
Av.
1.22
1.96

2.26


1.29

1.13
1.33


BDL51
7291.1
P

0.19
0.78
0.00
0.31


0.81
0.49
0.04
0.31

BDL51
7291.1
Av.

3.97
1.19
1.77
1.82


1.21
1.32
1.23
1.82

BDL51
8021.1
P



0.02
0.93
0.50
0.13



0.93

BDL51
8021.1
Av.



3.28
1.18
26.01
1.15



1.18

BDL51
8022.4
P


0.04
0.03

0.34

0.77

0.40


BDL51
8022.4
Av.


2.98
2.43

1.54

1.17

1.15


BDL51
8022.5
P
0.35
0.44
0.44
0.13


0.03


0.50


BDL51
8022.5
Av.
1.19
4.24
2.39
3.03


1.43


1.25


BDL51
8024.4
P

0.39
0.00
0.28
0.66
0.53
0.30
0.55
0.28

0.66

BDL51
8024.4
Av.

3.38
1.69
1.63
1.32
1.30
1.15
1.30
1.26

1.32

BDL51
8024.7
P


0.33
0.37

0.41






BDL51
8024.7
Av.


1.29
1.39

1.21






BDL52
7861.1
P

0.72

0.57
0.61





0.61

BDL52
7861.1
Av.

1.25

1.24
1.18





1.18

BDL52
7861.5
P


0.11
0.68

0.01






BDL52
7861.5
Av.


1.31
1.14

1.27






BDL52
7863.2
P



0.82








BDL52
7863.2
Av.



1.21








BDL52
7864.5
P



0.61
0.76
0.71


0.40

0.76

BDL52
7864.5
Av.



1.25
1.17
1.10


1.26

1.17

BDL54
7781.1
P


0.50
0.73

0.50


0.47



BDL54
7781.1
Av.


13.03
1.16

6.59


3.90



BDL54
7781.4
P

0.06
0.09
0.78

0.27


0.55



BDL54
7781.4
Av.

1.28
1.25
1.13

1.19


1.22



BDL54
7784.3
P

0.87
0.49
0.16

0.48
0.05

0.49
0.06


BDL54
7784.3
Av.

1.49
9.56
1.68

5.77
1.15

14.83
1.26


BDL54
7784.5
P

0.44



0.47


0.07



BDL54
7784.5
Av.

1.49



1.19


1.27



BDL54
7785.4
P

0.16
0.06


0.36



0.00


BDL54
7785.4
Av.

1.52
1.40


1.22



1.30


BDL54
7781.1
P

0.55
0.19
0.08


0.23


0.10


BDL54
7781.1
Av.

1.50
1.33
3.05


1.13


1.27


BDL54
7781.4
P

0.04
0.25
0.01


0.52

0.00



BDL54
7781.4
Av.

1.87
1.36
1.85


1.18

1.37



BDL54
7784.3
P

0.49
0.47
0.43


0.02


0.03


BDL54
7784.3
Av.

1.54
1.37
1.81


1.14


1.30


BDL54
7785.4
P



0.40





0.67


BDL54
7785.4
Av.



1.57





1.13


BDL54
7785.8
P


0.41





0.07
0.10


BDL54
7785.8
Av.


1.39





1.21
1.28


BDL56
7181.2
P


0.51
0.51

0.50


0.43



BDL56
7181.2
Av.


3.81
1.79

3.28


3.75



BDL56
8301.1
P












BDL56
8301.1
Av.












BDL56
8301.3
P


0.42


0.64



0.34


BDL56
8301.3
Av.


1.10


1.15



1.11


BDL56
8304.1
P



0.40








BDL56
8304.1
Av.



1.12








BDL56
8305.1
P

0.19
0.52

0.76
0.71




0.76

BDL56
8305.1
Av.

1.17
1.26

1.11
1.13




1.11

BDL56
8301.1
P
0.64
0.70
0.70
0.65


0.41


0.40


BDL56
8301.1
Av.
1.21
1.29
1.11
1.33


1.15


1.19


BDL56
8301.2
P

0.44

0.13


0.01

0.01
0.12


BDL56
8301.2
Av.

2.00

1.67


1.17

1.30
1.32


BDL56
8301.3
P

0.23
0.23
0.63
0.61



0.38

0.61

BDL56
8301.3
Av.

1.11
1.70
1.46
1.18



1.36

1.18

BDL56
8303.1
P



0.53








BDL56
8303.1
Av.



1.39








BDL56
8303.2
P


0.29
0.39
0.16





0.16

BDL56
8303.2
Av.


1.32
1.78
1.12





1.12

BDL56
7792.1
P












BDL59
7792.1
Av.












BDL59
7792.2
P



0.70




0.20



BDL59
7792.2
Av.



1.19




1.16



BDL59
7792.3
P



0.31








BDL59
7792.3
Av.



1.43








BDL59
7793.3
P

0.66
0.04

0.57
0.56




0.57

BDL59
7793.3
Av.

1.48
1.43

1.40
1.11




1.40

BDL59
7794.1
P


0.13


0.01


0.36



BDL59
7794.1
Av.


7.90


6.46


4.80



BDL60
8011.4
P












BDL60
8011.4
Av.












BDL60
8011.7
P


0.49
0.00

0.48


0.47
0.06


BDL60
8011.7
Av.


10.85
1.51

5.59


2.44
1.28


BDL60
8013.4
P

0.97

0.39

0.50
0.38

0.49
0.35


BDL60
8013.4
Av.

1.10

1.66

27.18
1.13

16.70
1.20


BDL60
8013.6
P

0.35

0.74

0.62
0.14

0.25



BDL60
8013.6
Av.

2.43

1.34

1.18
1.10

1.12



BDL60
8014.5
P

0.48

0.10
0.61


0.72
0.37

0.61

BDL60
8014.5
Av.

3.21

1.73
1.43


1.20
1.12

1.43

BDL60
8013.6
P

0.78

0.59


0.02

0.24
0.35


BDL60
8013.6
Av.

1.15

1.37


1.12

1.22
1.15


BDL60
8014.2
P

0.02

0.01




0.02
0.01


BDL60
8014.2
Av.

2.03

2.05




1.35
1.19


BDL60
8014.7
P

0.40
0.17
0.72

0.07


0.01
0.04


BDL60
8014.7
Av.

1.23
1.32
1.20

1.22


1.33
1.17


BDL60
8014.8
P


0.72
0.01
0.46

0.14
0.61
0.29

0.46

BDL60
8014.8
Av.


1.53
1.95
1.30

1.10
1.19
1.18

1.30

BDL65
7824.1
P

0.73

0.69





0.27


BDL65
7824.1
Av.

1.40

1.11





1.13


BDL65
7825.2
P


0.20
0.56





0.03


BDL65
7825.2
Av.


1.25
1.33





1.33


BDL65
8473.2
P

0.10
0.37
0.00

0.01
0.01
0.45
0.50
0.05


BDL65
8473.2
Av.

4.55
1.17
1.69

1.27
1.22
3.42
1.42
1.33


BDL65
8474.1
P



0.58








BDL65
8474.1
Av.



1.11








BDL65
7901.5
P

0.42
0.46
0.00
0.52




0.38
0.52

BDL67
7901.5
Av.

1.92
1.10
1.70
1.27




1.13
1.27

BDL67
7902.3
P
0.30

0.48


0.48


0.50
0.50


BDL67
7902.3
Av.
1.22

8.10


5.44


20.18
1.19


BDL67
7902.7
P


0.49
0.12

0.50
0.08

0.50



BDL67
7902.7
Av.


8.01
1.43

6.31
1.13

6.95



BDL67
7903.3
P

0.52
0.33









BDL67
7903.3
Av.

1.23
1.21









BDL67
7903.5
P
0.26
0.00

0.35
0.47

0.00


0.15
0.47

BDL67
7903.5
Av.
1.10
3.19

1.61
1.29

1.26


1.39
1.29

BDL68
7761.3
P



0.26

0.49


0.50



BDL68
7761.3
Av.



1.25

12.65


24.18



BDL68
7761.8
P

0.48
0.50
0.01

0.19
0.08

0.36
0.08


BDL68
7761.8
Av.

10.41
1.23
1.49

1.67
1.18

1.42
1.41


BDL68
7761.9
P



0.25
0.49
0.44

0.59
0.13
0.00
0.49

BDL68
7761.9
Av.



1.73
2.09
1.22

1.23
1.69
1.45
2.09

BDL68
7763.2
P

0.40

0.03
0.51

0.02
0.75
0.05
0.20
0.51

BDL68
7763.2
Av.

3.14

1.55
1.54

1.18
1.20
1.46
1.21
1.54

BDL68
7764.1
P

0.55
0.50
0.33

0.49
0.03

0.47
0.01


BDL68
7764.1
Av.

10.21
13.08
1.50

7.93
1.16

5.30
1.27


BDL78
7911.11
P
0.13

0.52






0.35


BDL78
7911.11
Av.
1.12

1.17






1.23


BDL78
7911.8
P
0.51

0.64



0.07


0.22


BDL78
7911.8
Av.
1.15

1.26



1.07


1.11


BDL78
7911.9
P

0.22

0.00

0.06


0.38
0.39


BDL78
7911.9
Av.

7.52

1.82

1.19


1.17
1.16


BDL78
7912.6
P


0.58
0.14

0.20


0.24



BDL78
7912.6
Av.


1.10
1.31

1.19


1.22



BDL78
7913.11
P
0.20
0.21



0.14
0.29

0.53
0.36


BDL78
7913.11
Av.
1.18
1.99



1.13
1.11

1.23
1.43


BDL78
7913.3
P












BDL78
7913.3
Av.












BDL78
7913.6
P

0.42

0.04

0.09


0.61
0.01


BDL78
7913.6
Av.

11.13

1.45

1.21


1.23
1.22


BDL78
7913.8
P


0.11


0.07



0.04


BDL78
7913.8
Av.


1.33


1.16



1.15


BDL78
7913.9
P

0.48

0.63


0.24
0.54

0.01


BDL78
7913.9
Av.

1.85

1.26


1.16
5.72

1.22


BDL82
7801.1
P

0.31

0.01
0.23

0.05
0.37

0.27
0.23

BDL82
7801.1
Av.

3.94

1.88
1.44

1.14
1.45

1.41
1.44

BDL82
7801.3
P

0.39


0.47


0.51


0.47

BDL82
7801.3
Av.

13.27


1.36


1.21


1.36

BDL82
7802.2
P

0.41

0.46
0.52



0.07
0.45
0.52

BDL82
7802.2
Av.

3.78

1.20
1.54



1.34
1.17
1.54

BDL82
7802.3
P

0.18
0.02
0.45

0.32


0.12
0.06


BDL82
7802.3
Av.

2.14
1.41
1.40

1.14


1.16
1.24


BDL82
7803.9
P





0.54






BDL82
7803.9
Av.





1.18






BDL89
7812.2
P

0.67

0.26





0.42


BDL89
7812.2
Av.

1.12

1.17





1.13


BDL89
7812.5
P


0.51


0.51
0.18

0.50



BDL89
7812.5
Av.


12.24


5.84
1.18

16.66



BDL89
7814.1
P


0.23
0.39

0.58



0.06


BDL89
7814.1
Av.


1.16
1.14

1.16



1.16


BDL89
7814.4
P


0.47
0.42

0.46
0.05

0.48
0.43


BDL89
7814.4
Av.


9.40
2.02

5.59
1.17

6.76
1.21


BDL89
7814.5
P

0.47

0.26
0.46


0.52
0.20
0.15
0.46

BDL89
7814.5
Av.

7.62

1.57
1.98


1.65
1.26
1.14
1.98



















Gene
Ev.
Par.
46
47
48
49
50
51
52
53
54
55




BDL95
7841.5
P

0.55
0.03
0.01








BDL95
7841.5
Av.

1.11
1.14
1.09








BDL95
7842.12
P


0.12
0.12

0.32


0.05



BDL95
7842.12
Av.


1.24
1.11

1.28


1.04



BDL95
7842.2
P


0.07
0.12

0.19

0.20
0.00



BDL95
7842.2
Av.


1.07
1.11

1.33

1.14
1.12



BDL95
7842.8
P

0.01
0.20
0.01








BDL95
7842.8
Av.

1.21
1.31
1.09








BDL95
7843.4
P
0.49

0.01









BDL95
7843.4
Av.
5.89

1.24









BDL100
7871.2
P
0.37

0.09
0.34

0.39






BDL100
7871.2
Av.
1.14

1.12
1.10

1.16






BDL100
7872.2
P
0.26

0.27
0.12

0.00






BDL100
7872.2
Av.
1.20

1.17
1.11

1.49






BDL100
7872.3
P


0.56


0.32






BDL100
7872.3
Av.


1.11


1.27






BDL100
7873.3
P
0.42
0.03
0.32
0.12








BDL100
7873.3
Av.
1.18
1.16
1.20
1.11








BDL100
7873.4
P
0.43




0.06






BDL100
7873.4
Av.
2.58




1.41






BDL106
7881.1
P


0.03









BDL106
7881.1
Av.


1.14









BDL106
7881.4
P


0.23
0.16








BDL106
7881.4
Av.


1.42
1.23








BDL106
7882.6
P
0.04







0.30



BDL106
7882.6
Av.
1.15







1.10



BDL106
7884.1
P
0.50

0.47
0.12








BDL106
7884.1
Av.
5.79

1.22
1.11








BDL106
7884.9
P

0.47
0.03
0.00




0.00



BDL106
7884.9
Av.

1.13
1.26
1.09




1.09



BDL106
7881.1
P

0.23










BDL106
7881.1
Av.

1.16










BDL106
7881.2
P




0.38




0.37


BDL106
7881.2
Av.




1.14




1.16


BDL106
7882.2
P












BDL106
7882.2
Av.












BDL106
7882.4
P

0.24










BDL106
7882.4
Av.

1.12










BDL106
7882.5
P

0.43


0.35




0.50


BDL106
7882.5
Av.

1.21


1.14




1.13


BDL108
8122.2
P
0.49
0.39
0.06
0.26




0.08



BDL108
8122.2
Av.
4.63
1.16
1.27
1.15




1.09



BDL108
8122.3
P

0.31
0.05




0.25
0.00



BDL108
8122.3
Av.

1.13
1.20




1.17
1.11



BDL108
8123.1
P


0.15









BDL108
8123.1
Av.


1.13









BDL108
8123.2
P
0.52
0.50
0.00
0.05



0.53




BDL108
8123.2
Av.
6.48
1.30
1.35
1.15



1.21




BDL108
8123.5
P

0.13
0.09
0.05








BDL108
8123.5
Av.

1.11
1.30
1.15








BDL108
8121.1
P












BDL108
8121.1
Av.












BDL108
8121.3
P












BDL108
8121.3
Av.












BDL108
8121.4
P












BDL108
8121.4
Av.












BDL108
8122.7
P












BDL108
8122.7
Av.












BDL108
8123.7
P












BDL108
8123.7
Av.












BDL110
8092.1
P


0.18
0.02








BDL110
8092.1
Av.


1.12
1.15








BDL110
8092.2
P

0.01
0.00
0.03








BDL110
8092.2
Av.

1.20
1.30
1.21








BDL110
8092.5
P

0.04
0.05
0.00








BDL110
8092.5
Av.

1.09
1.14
1.12








BDL110
8095.2
P


0.20
0.01








BDL110
8095.2
Av.


1.16
1.10








BDL111
8102.7
P
0.04

0.15
0.00

0.37






BDL111
8102.7
Av.
1.24

1.26
1.15

1.28






BDL111
8103.1
P
0.20

0.00
0.00








BDL111
8103.1
Av.
1.54

1.20
1.16








BDL111
8103.2
P


0.03
0.30

0.00






BDL111
8103.2
Av.


1.34
1.14

1.37






BDL111
8103.4
P


0.00
0.12

0.12


0.00



BDL111
8103.4
Av.


1.19
1.11

1.15


1.08



BDL111
8103.5
P
0.64
0.27
0.00
0.01








BDL111
8103.5
Av.
1.12
1.13
1.16
1.09








BDL111
8102.7
P

0.44










BDL111
8102.7
Av.

1.12










BDL111
8103.1
P

0.24







0.18


BDL111
8103.1
Av.

1.12







1.17


BDL111
8103.2
P












BDL111
8103.2
Av.












BDL111
8103.4
P












BDL111
8103.4
Av.












BDL111
8103.5
P

0.10










BDL111
8103.5
Av.

1.11










BDL112
7502.1
P
0.07

0.31


0.07






BDL112
7502.1
Av.
1.30

1.13


1.22






BDL112
7502.14
P
0.49

0.56


0.12






BDL112
7502.14
Av.
4.98

1.11


1.16






BDL112
7502.4
P
0.48

0.00
0.00




0.03



BDL112
7502.4
Av.
1.31

1.16
1.09




1.07



BDL112
7502.7
P
0.45

0.03









BDL112
7502.7
Av.
1.21

1.08









BDL112
7502.9
P
0.48

0.00
0.08








BDL112
7502.9
Av.
1.29

1.21
1.10








BDL112
7502.1
P

0.03










BDL112
7502.1
Av.

1.11










BDL112
7502.4
P

0.02







0.08


BDL112
7502.4
Av.

1.13







1.10


BDL112
7502.7
P

0.00


0.34




0.05


BDL112
7502.7
Av.

1.23


1.12




1.23


BDL112
7502.8
P

0.01










BDL112
7502.8
Av.

1.15










BDL112
7502.9
P

0.11


0.28




0.09


BDL112
7502.9
Av.

1.12


1.25




1.41


BDL113
7683.4
P

0.01
0.39
0.23








BDL113
7683.4
Av.

1.23
1.28
1.14








BDL113
7683.6
P
0.03

0.39
0.26








BDL113
7683.6
Av.
1.47

1.29
1.12








BDL113
7684.3
P


0.34
0.17








BDL113
7684.3
Av.


1.30
1.14








BDL113
7684.6
P

0.51
0.00
0.01








BDL113
7684.6
Av.

1.12
1.17
1.09








BDL113
7684.7
P


0.22
0.00








BDL113
7684.7
Av.


1.19
1.15








BDL113
7683.1
P
0.54











BDL113
7683.1
Av.
1.15











BDL113
7683.11
P












BDL113
7683.11
Av.












BDL113
7683.4
P
0.69











BDL113
7683.4
Av.
1.12











BDL113
7684.1
P












BDL113
7684.1
Av.












BDL113
7684.5
P












BDL113
7684.5
Av.












BDL114
7741.3
P
0.50
0.10
0.26
0.10








BDL114
7741.3
Av.
10.33
1.14
1.27
1.15








BDL114
7741.6
P
0.49

0.40




0.72




BDL114
7741.6
Av.
11.28

1.23




1.12




BDL114
7742.1
P
0.39

0.16









BDL114
7742.1
Av.
1.22

1.13









BDL114
7742.3
P
0.03

0.20
0.15








BDL114
7742.3
Av.
1.69

1.41
1.16








BDL114
7742.5
P
0.45
0.17
0.06
0.07








BDL114
7742.5
Av.
1.58
1.14
1.44
1.21








BDL115
8152.3
P


0.11
0.24

0.03

0.08




BDL115
8152.3
Av.


1.26
1.14

1.25

1.13




BDL115
8152.4
P

0.07
0.15









BDL115
8152.4
Av.

1.12
1.13









BDL115
8154.1
P
0.40

0.05
0.00

0.31






BDL115
8154.1
Av.
1.32

1.31
1.14

1.36






BDL115
8155.2
P
0.50

0.00
0.12



0.50




BDL115
8155.2
Av.
6.80

1.24
1.11



1.13




BDL115
8155.4
P
0.51

0.12
0.12








BDL115
8155.4
Av.
3.59

1.27
1.11








BDL115
8152.3
P

0.01










BDL115
8152.3
Av.

1.27










BDL115
8152.4
P
0.25
0.08










BDL115
8152.4
Av.
1.20
1.19










BDL115
8154.1
P

0.01







0.17


BDL115
8154.1
Av.

1.16







1.43


BDL115
8155.2
P












BDL115
8155.2
Av.












BDL115
8155.4
P












BDL115
8155.4
Av.












BDL116
7481.2
P
0.12

0.02
0.00








BDL116
7481.2
Av.
1.21

1.32
1.17








BDL116
7481.7
P

0.44
0.00
0.00

0.27






BDL116
7481.7
Av.

1.13
1.24
1.13

1.10






BDL116
7481.8
P
0.50

0.56
0.36

0.04

0.60




BDL116
7481.8
Av.
5.33

1.12
1.11

1.22

1.33




BDL116
7482.2
P

0.02
0.00
0.00








BDL116
7482.2
Av.

1.18
1.20
1.04








BDL116
7485.1
P
0.46
0.08
0.12


0.24






BDL116
7485.1
Av.
1.27
1.20
1.27


1.24






BDL119
7732.2
P

0.09
0.02
0.00
0.12







BDL119
7732.2
Av.

1.16
1.10
1.11
1.13







BDL119
7733.2
P
0.06











BDL119
7733.2
Av.
1.21











BDL119
7734.1
P
0.52
0.21
0.02
0.01








BDL119
7734.1
Av.
1.12
1.13
1.11
1.10








BDL119
7734.5
P






0.14





BDL119
7734.5
Av.






1.13





BDL119
7734.7
P












BDL119
7734.7
Av.












BDL120
7891.3
P

0.02
0.00
0.12

0.51






BDL120
7891.3
Av.

1.19
1.34
1.11

1.22






BDL120
7892.4
P
0.03

0.23


0.37






BDL120
7892.4
Av.
1.28

1.15


1.11






BDL120
7892.6
P


0.15




0.00
0.07



BDL120
7892.6
Av.


1.13




1.34
1.11



BDL120
7893.2
P
0.19
0.14
0.07
0.21

0.06






BDL120
7893.2
Av.
11.26
1.13
1.29
1.11

1.20






BDL120
7893.5
P


0.03


0.25






BDL120
7893.5
Av.


1.08


1.17






BDL122
7513.1
P





0.29

0.13




BDL122
7513.1
Av.





1.15

1.13




BDL122
7513.1
P







0.18




BDL122
7513.1
Av.







1.22




BDL122
7513.14
P
0.31

0.14


0.01

0.10
0.00



BDL122
7513.14
Av.
1.18

1.25


1.37

1.13
1.08



BDL122
7513.9
P
0.48

0.21





0.01



BDL122
7513.9
Av.
5.25

1.14





1.10



BDL122
7514.3
P
0.53






0.51




BDL122
7514.3
Av.
4.19






1.20




BDL122
7513.1
P




0.33




0.47


BDL122
7513.1
Av.




1.16




1.14


BDL122
7513.14
P












BDL122
7513.14
Av.












BDL122
7513.9
P












BDL122
7513.9
Av.












BDL122
7514.3
P












BDL122
7514.3
Av.












BDL123
8082.1
P
0.00




0.49






BDL123
8082.1
Av.
1.30




1.21






BDL123
8082.3
P





0.03






BDL123
8082.3
Av.





1.24






BDL123
8082.6
P
0.68




0.13






BDL123
8082.6
Av.
1.17




1.21






BDL123
8083.2
P
0.50

0.28
0.26

0.07






BDL123
8083.2
Av.
9.06

1.38
1.15

1.32






BDL123
8083.3
P



0.07








BDL123
8083.3
Av.



1.03








BDL124
8482.1
P

0.01
0.13
0.22








BDL124
8482.1
Av.

1.12
1.30
1.29








BDL125
7491.1
P





0.04






BDL125
7491.1
Av.





1.23






BDL125
7491.5
P
0.05











BDL125
7491.5
Av.
1.16











BDL125
7492.5
P


0.02
0.00

0.40


0.06



BDL125
7492.5
Av.


1.21
1.13

1.23


1.04



BDL125
7494.1
P

0.20
0.00
0.00








BDL125
7494.1
Av.

1.10
1.17
1.09








BDL125
7495.5
P


0.06
0.00

0.28






BDL125
7495.5
Av.


1.14
1.09

1.20






BDL128
7711.3
P
0.85
0.53
0.18
0.00

0.24






BDL128
7711.3
Av.
1.12
1.13
1.29
1.15

1.20






BDL128
8361.5
P
0.53
0.43
0.26


0.30


0.05



BDL128
8361.5
Av.
3.76
1.14
1.16


1.12


1.04



BDL128
8362.2
P


0.26
0.02

0.01

0.31
0.04



BDL128
8362.2
Av.


1.12
1.08

1.36

1.23
1.11



BDL128
8363.2
P





0.16

0.41
0.06



BDL128
8363.2
Av.





1.14

1.24
1.11



BDL128
8365.2
P
0.48

0.06
0.00

0.01






BDL128
8365.2
Av.
5.56

1.43
1.17

1.42






BDL129
7691.4
P


0.05
0.00




0.04



BDL129
7691.4
Av.


1.17
1.15




1.08



BDL129
7691.6
P
0.16

0.33
0.12








BDL129
7691.6
Av.
1.34

1.26
1.16








BDL129
7692.2
P
0.51

0.42









BDL129
7692.2
Av.
6.06

1.15









BDL129
7692.6
P












BDL129
7692.6
Av.












BDL129
7693.1
P
0.50

0.00




0.17




BDL129
7693.1
Av.
6.16

1.21




1.14




BDL130
7663.1
P
0.08



0.33


0.03




BDL130
7663.1
Av.
1.14



1.16


1.13




BDL130
7663.3
P
0.01
0.19
0.03
0.13








BDL130
7663.3
Av.
1.41
1.13
1.35
1.28








BDL130
7663.6
P












BDL130
7663.6
Av.












BDL130
7664.5
P












BDL130
7664.5
Av.












BDL131
7461.2
P
0.00




0.17






BDL131
7461.2
Av.
1.30




1.25






BDL131
7461.4
P





0.16






BDL131
7461.4
Av.





1.17






BDL131
7462.2
P












BDL131
7462.2
Av.












BDL131
7463.4
P
0.16


0.00








BDL131
7463.4
Av.
1.21


1.09








BDL131
7464.5
P
0.06

0.00
0.03

0.11






BDL132
7464.5
Av.
1.14

1.27
1.15

1.16






BDL132
7471.1
P












BDL132
7471.1
Av.












BDL132
7471.4
P





0.60






BDL132
7471.4
Av.





1.27






BDL132
7472.4
P


0.02









BDL132
7472.4
Av.


1.17









BDL132
7473.1
P
0.46











BDL132
7473.1
Av.
4.79











BDL132
7474.4
P
0.51

0.06
0.04








BDL132
7474.4
Av.
5.70

1.28
1.15








BDL132
7471.1
P












BDL132
7471.1
Av.












BDL132
7471.4
P




0.41







BDL132
7471.4
Av.




1.25







BDL132
7472.4
P

0.10


0.57




0.81


BDL132
7472.4
Av.

1.09


1.34




1.14


BDL132
7473.1
P

0.28







0.21


BDL132
7473.1
Av.

1.23







1.11


BDL132
7475.4
P












BDL132
7475.4
Av.












BDL133
8161.1
P












BDL133
8161.1
Av.












BDL133
8161.2
P












BDL133
8161.2
Av.












BDL133
8161.3
P
0.63



0.32
0.02

0.15




BDL133
8161.3
Av.
1.13



1.11
1.21

1.16




BDL133
8161.4
P

0.24
0.05
0.04
0.43







BDL133
8161.4
Av.

1.13
1.08
1.12
1.17







BDL133
8162.1
P


0.42
0.01








BDL133
8162.1
Av.


1.10
1.13








BDL133
8162.3
P


0.03
0.04



0.58




BDL133
8162.3
Av.


1.09
1.07



1.34




BDL133
8162.5
P
0.02



0.10


0.06




BDL133
8162.5
Av.
1.20



1.16


1.25




BDL133
8163.2
P




0.51


0.27




BDL133
8163.2
Av.




1.13


1.27




BDL134
7671.2
P

0.26
0.11
0.01








BDL134
7671.2
Av.

1.15
1.21
1.17








BDL134
7672.1
P
0.08

0.05
0.05
0.50


0.00




BDL134
7672.1
Av.
1.26

1.08
1.10
1.12


1.25




BDL134
7673.1
P
0.07

0.02




0.02




BDL134
7673.1
Av.
1.14

1.23




1.13




BDL134
7673.2
P
0.15

0.00
0.00








BDL134
7673.2
Av.
1.18

1.16
1.10








BDL135
7722.1
P
0.29











BDL135
7722.1
Av.
1.16











BDL135
7723.1
P
0.03











BDL135
7723.1
Av.
1.18











BDL135
7723.3
P



0.21



0.40




BDL135
7723.3
Av.



1.22



1.15




BDL135
7723.8
P
0.25


0.01








BDL135
7723.8
Av.
1.12


1.10








BDL135
7723.9
P




0.55


0.47
0.09



BDL135
7723.9
Av.




1.20


1.15
1.03



BDL136
7751.4
P
0.13






0.01




BDL136
7751.4
Av.
1.12






1.18




BDL136
7751.5
P
0.24

0.02
0.01
0.33







BDL136
7751.5
Av.
1.11

1.10
1.08
1.10







BDL136
7751.8
P




0.00







BDL136
7751.8
Av.




1.24







BDL136
7752.6
P


0.06
0.21








BDL136
7752.6
Av.


1.20
1.11








BDL137
7701.2
P
0.13



0.27







BDL137
7701.2
Av.
1.25



1.10







BDL137
7701.5
P


0.01
0.10


0.62





BDL137
7701.5
Av.


1.22
1.15


1.13





BDL137
7701.6
P
0.55




0.77






BDL137
7701.6
Av.
1.11




1.11






BDL137
7702.1
P
0.17
0.25
0.07
0.15








BDL137
7702.1
Av.
1.25
1.13
1.24
1.19








BDL137
7703.2
P







0.37




BDL137
7703.2
Av.







1.15




BDL137
7703.3
P
0.67
0.22
0.00
0.14
0.48







BDL137
7703.3
Av.
1.11
1.15
1.27
1.16
1.17







BDL137
7703.7
P
0.02

0.06
0.18








BDL137
7703.7
Av.
1.21

1.23
1.13








BDL139
8131.1
P












BDL139
8131.1
Av.












BDL139
8131.2
P
0.56

0.08
0.02


0.10





BDL139
8131.2
Av.
1.13

1.15
1.15


1.19





BDL139
8132.7
P












BDL139
8132.7
Av.












BDL139
8133.2
P












BDL139
8133.2
Av.












BDL141
8141.2
P


0.15
0.05








BDL141
8141.2
Av.


1.11
1.12








BDL141
8142.2
P












BDL141
8142.2
Av.












BDL142
8282.1
P
0.20

0.01
0.00
0.68







BDL142
8282.1
Av.
1.14

1.24
1.19
1.11







BDL142
8283.1
P
0.11











BDL142
8283.1
Av.
1.16











BDL142
8283.2
P
0.30




0.32

0.43




BDL142
8283.2
Av.
1.18




1.12

1.20




BDL142
8284.1
P
0.41











BDL142
8284.1
Av.
1.16











BDL142
8285.3
P
0.41
0.44
0.00
0.00


0.63





BDL142
8285.3
Av.
1.22
1.16
1.27
1.16


1.12





BDL142
8285.5
P




0.49







BDL142
8285.5
Av.




1.13







BDL143
8411.1
P












BDL143
8411.1
Av.












BDL143
8411.5
P
0.54


0.03

0.38
0.24





BDL143
8411.5
Av.
1.13


1.08

1.10
1.21





BDL143
8412.2
P
0.03

0.03
0.00




0.05



BDL143
8412.2
Av.
1.22

1.32
1.24




1.03



BDL143
8412.4
P

0.47
0.00
0.00








BDL143
8412.4
Av.

1.18
1.37
1.29








BDL143
8413.3
P
0.18

0.24
0.05








BDL143
8413.3
Av.
1.11

1.18
1.16








BDL143
8414.4
P


0.16
0.00








BDL143
8414.4
Av.


1.11
1.18








BDL143
8414.5
P


0.11
0.01








BDL143
8414.5
Av.


1.23
1.19








BDL144
8384.1
P
0.18

0.03
0.00




0.03



BDL144
8384.1
Av.
1.13

1.29
1.21




1.03



BDL144
8384.5
P

0.14
0.00
0.01








BDL144
8384.5
Av.

1.20
1.33
1.32








BDL144
8385.1
P
0.40
0.05
0.12
0.04








BDL144
8385.1
Av.
1.24
1.20
1.44
1.33








BDL145
8233.2
P
0.13











BDL145
8233.2
Av.
1.23











BDL145
8233.3
P
0.58
0.56
0.11
0.10








BDL145
8233.3
Av.
1.15
1.12
1.27
1.21








BDL145
8235.1
P


0.05
0.17
0.19







BDL145
8235.1
Av.


1.08
1.12
1.10







BDL145
8235.3
P

0.29
0.02
0.03








BDL145
8235.3
Av.

1.20
1.21
1.15








BDL145
8235.4
P












BDL145
8235.4
Av.












BDL146
8241.1
P












BDL146
8241.1
Av.












BDL146
8241.3
P

0.00
0.00
0.00
0.47


0.02




BDL146
8241.3
Av.

1.17
1.16
1.15
1.11


1.15




BDL146
8243.2
P
0.20

0.00
0.02








BDL146
8243.2
Av.
1.14

1.20
1.15








BDL146
8243.5
P
0.03

0.10
0.01








BDL146
8243.5
Av.
1.23

1.19
1.10








BDL146
8244.4
P
0.08



0.17







BDL146
8244.4
Av.
1.16



1.17







BDL146
8244.7
P
0.15

0.04
0.15








BDL146
8244.7
Av.
1.14

1.18
1.19








BDL146
8245.2
P
0.03





0.38





BDL146
8245.2
Av.
1.18





1.35





BDL146
8245.5
P




0.20
0.22

0.06




BDL146
8245.5
Av.




1.24
1.21

1.44




BDL42
7771.1
P












BDL42
7771.1
Av.












BDL42
7772.1
P












BDL42
7772.1
Av.












BDL42
7772.7
P












BDL42
7772.7
Av.












BDL42
7774.1
P

0.06
0.00
0.01








BDL42
7774.1
Av.

1.11
1.31
1.27








BDL42
7774.2
P












BDL42
7774.2
Av.












BDL42
7774.4
P


0.06
0.21








BDL42
7774.4
Av.


1.36
1.21








BDL46
7833.3
P
0.19

0.16
0.00

0.54






BDL46
7833.3
Av.
1.36

1.30
1.15

1.15






BDL46
7833.4
P





0.00






BDL46
7833.4
Av.





1.40






BDL46
7833.5
P


0.04
0.07

0.19






BDL46
7833.5
Av.


1.14
1.03

1.15






BDL46
7833.6
P
0.61

0.63


0.22






BDL46
7833.6
Av.
1.19

1.16


1.52






BDL46
7834.1
P


0.33
0.00




0.01



BDL46
7834.1
Av.


1.15
1.09




1.07



BDL46
7833.1
P
0.02



0.12




0.02


BDL46
7833.1
Av.
1.18



1.12




1.14


BDL46
7833.3
P












BDL46
7833.3
Av.












BDL46
7833.4
P




0.73




0.75


BDL46
7833.4
Av.




1.25




1.25


BDL46
7833.5
P












BDL46
7833.5
Av.












BDL46
7834.4
P

0.02










BDL46
7834.4
Av.

1.29










BDL51
7291.1
P


0.04
0.01




0.00



BDL51
7291.1
Av.


1.22
1.09




1.13



BDL51
8021.1
P
0.50
0.13
0.10
0.11








BDL51
8021.1
Av.
26.01
1.15
1.69
1.24








BDL51
8022.4
P
0.34

0.18
0.00








BDL51
8022.4
Av.
1.54

1.41
1.19








BDL51
8022.5
P

0.03
0.11
0.01




0.07



BDL51
8022.5
Av.

1.43
1.26
1.14




1.05



BDL51
8024.4
P
0.53
0.30
0.49









BDL51
8024.4
Av.
1.30
1.15
1.14









BDL51
8024.7
P
0.41




0.35






BDL51
8024.7
Av.
1.21




1.24






BDL52
7861.1
P





0.30






BDL52
7861.1
Av.





1.38






BDL52
7861.5
P
0.01

0.36
0.10








BDL52
7861.5
Av.
1.27

1.17
1.12








BDL52
7863.2
P



0.07



0.14
0.02



BDL52
7863.2
Av.



1.03



1.11
1.09



BDL52
7864.5
P
0.71




0.39






BDL52
7864.5
Av.
1.10




1.35






BDL54
7781.1
P
0.50

0.01
0.00








BDL54
7781.1
Av.
6.59

1.12
1.09








BDL54
7781.4
P
0.27


0.00

0.50






BDL54
7781.4
Av.
1.19


1.09

1.31






BDL54
7784.3
P
0.48
0.05
0.00
0.05

0.22






BDL54
7784.3
Av.
5.77
1.15
1.35
1.15

1.12






BDL54
7784.5
P
0.47

0.23


0.75






BDL54
7784.5
Av.
1.19

1.15


1.12






BDL54
7785.4
P
0.36

0.25
0.15

0.16






BDL54
7785.4
Av.
1.22

1.16
1.12

1.20






BDL54
7781.1
P

0.23










BDL54
7781.1
Av.

1.13










BDL54
7781.4
P

0.52







0.15


BDL54
7781.4
Av.

1.18







1.19


BDL54
7784.3
P

0.02










BDL54
7784.3
Av.

1.14










BDL54
7785.4
P




0.34




0.26


BDL54
7785.4
Av.




1.18




1.20


BDL54
7785.8
P









0.32


BDL54
7785.8
Av.









1.21


BDL56
7181.2
P
0.50

0.00
0.00

0.70






BDL56
7181.2
Av.
3.28

1.42
1.19

1.13






BDL56
8301.1
P



0.01

0.05






BDL56
8301.1
Av.



1.05

1.24






BDL56
8301.3
P
0.64











BDL56
8301.3
Av.
1.15











BDL56
8304.1
P












BDL56
8304.1
Av.












BDL56
8305.1
P
0.71




0.23






BDL56
8305.1
Av.
1.13




1.20






BDL56
8301.1
P

0.41










BDL56
8301.1
Av.

1.15










BDL56
8301.2
P

0.01







0.07


BDL56
8301.2
Av.

1.17







1.10


BDL56
8301.3
P









0.25


BDL56
8301.3
Av.









1.11


BDL56
8303.1
P












BDL56
8303.1
Av.












BDL56
8303.2
P




0.57







BDL56
8303.2
Av.




1.11







BDL56
7792.1
P


0.02









BDL59
7792.1
Av.


1.10









BDL59
7792.2
P












BDL59
7792.2
Av.












BDL59
7792.3
P



0.04








BDL59
7792.3
Av.



1.06








BDL59
7793.3
P
0.56

0.36


0.20






BDL59
7793.3
Av.
1.11

1.24


1.14






BDL59
7794.1
P
0.01

0.02
0.00








BDL59
7794.1
Av.
6.46

1.13
1.09








BDL60
8011.4
P


0.29


0.03

0.12




BDL60
8011.4
Av.


1.13


1.24

1.15




BDL60
8011.7
P
0.48

0.15
0.04

0.38

0.04




BDL60
8011.7
Av.
5.59

1.37
1.18

1.11

1.18




BDL60
8013.4
P
0.50
0.38
0.06
0.00

0.60






BDL60
8013.4
Av.
27.18
1.13
1.56
1.19

1.15






BDL60
8013.6
P
0.62
0.14
0.00
0.08








BDL60
8013.6
Av.
1.18
1.10
1.53
1.19








BDL60
8014.5
P


0.07
0.08








BDL60
8014.5
Av.


1.38
1.17








BDL60
8013.6
P

0.02










BDL60
8013.6
Av.

1.12










BDL60
8014.2
P












BDL60
8014.2
Av.












BDL60
8014.7
P
0.07











BDL60
8014.7
Av.
1.22











BDL60
8014.8
P

0.14


0.25




0.10


BDL60
8014.8
Av.

1.10


1.16




1.24


BDL65
7824.1
P


0.13
0.18








BDL65
7824.1
Av.


1.44
1.22








BDL65
7825.2
P


0.00
0.05








BDL65
7825.2
Av.


1.27
1.14








BDL65
8473.2
P
0.01
0.01
0.00
0.00








BDL65
8473.2
Av.
1.27
1.22
1.25
1.18








BDL65
8474.1
P



0.01








BDL65
8474.1
Av.



1.08








BDL65
7901.5
P


0.00
0.00

0.31


0.02



BDL67
7901.5
Av.


1.29
1.15

1.13


1.14



BDL67
7902.3
P
0.48

0.12
0.21

0.04


0.00



BDL67
7902.3
Av.
5.44

1.36
1.13

1.40


1.11



BDL67
7902.7
P
0.50
0.08
0.04
0.04



0.44
0.00



BDL67
7902.7
Av.
6.31
1.13
1.42
1.16



1.16
1.11



BDL67
7903.3
P


0.19


0.19






BDL67
7903.3
Av.


1.18


1.46






BDL67
7903.5
P

0.00
0.00
0.13








BDL67
7903.5
Av.

1.26
1.34
1.13








BDL68
7761.3
P
0.49

0.34
0.00








BDL68
7761.3
Av.
12.65

1.21
1.14








BDL68
7761.8
P
0.19
0.08
0.00
0.08

0.27






BDL68
7761.8
Av.
1.67
1.18
1.36
1.16

1.18






BDL68
7761.9
P
0.44

0.00
0.00








BDL68
7761.9
Av.
1.22

1.52
1.18








BDL68
7763.2
P

0.02
0.00
0.04

0.29

0.22




BDL68
7763.2
Av.

1.18
1.32
1.13

1.31

1.13




BDL68
7764.1
P
0.49
0.03
0.09
0.24

0.33






BDL68
7764.1
Av.
7.93
1.16
1.47
1.17

1.13






BDL78
7911.11
P


0.00
0.12








BDL78
7911.11
Av.


1.20
1.14








BDL78
7911.8
P

0.07
0.05
0.08








BDL78
7911.8
Av.

1.07
1.12
1.13








BDL78
7911.9
P
0.06

0.07
0.00


0.19
0.37




BDL78
7911.9
Av.
1.19

1.37
1.27


1.22
1.12




BDL78
7912.6
P
0.20


0.02


0.37





BDL78
7912.6
Av.
1.19


1.09


1.11





BDL78
7913.11
P
0.14
0.29
0.00
0.00








BDL78
7913.11
Av.
1.13
1.11
1.19
1.15








BDL78
7913.3
P







0.03
0.04



BDL78
7913.3
Av.







1.14
1.03



BDL78
7913.6
P
0.09

0.00
0.01








BDL78
7913.6
Av.
1.21

1.27
1.22








BDL78
7913.8
P
0.07

0.21
0.00

0.37
0.02





BDL78
7913.8
Av.
1.16

1.25
1.16

1.11
1.19





BDL78
7913.9
P

0.24
0.16
0.07








BDL78
7913.9
Av.

1.16
1.15
1.10








BDL82
7801.1
P

0.05
0.07
0.02

0.63


0.03



BDL82
7801.1
Av.

1.14
1.41
1.15

1.13


1.07



BDL82
7801.3
P


0.13
0.00








BDL82
7801.3
Av.


1.44
1.21








BDL82
7802.2
P


0.00
0.16








BDL82
7802.2
Av.


1.17
1.12








BDL82
7802.3
P
0.32

0.13
0.00








BDL82
7802.3
Av.
1.14

1.30
1.16








BDL82
7803.9
P
0.54




0.28






BDL82
7803.9
Av.
1.18




1.35






BDL89
7812.2
P












BDL89
7812.2
Av.












BDL89
7812.5
P
0.51
0.18
0.11
0.18




0.03



BDL89
7812.5
Av.
5.84
1.18
1.26
1.12




1.04



BDL89
7814.1
P
0.58

0.00
0.00








BDL89
7814.1
Av.
1.16

1.17
1.04








BDL89
7814.4
P
0.46
0.05
0.36
0.21








BDL89
7814.4
Av.
5.59
1.17
1.24
1.13








BDL89
7814.5
P


0.02
0.05

0.00


0.10



BDL89
7814.5
Av.


1.38
1.21

1.59


1.15



Table 27.

































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































































Example 8
Evaluating Transgenic Arabidopsis Plant Growth Under Abiotic Stress and Nitrogen Deficiency Conditions in Tissue Culture Assay
Assay 1: plant growth under osmotic stress [poly (ethylene glycol) (PEG)] in tissue culture conditions—One of the consequences of drought is the induction of osmotic stress in the area surrounding the roots; therefore, in many scientific studies, PEG (e.g., 1.5% PEG8000) is used to simulate the osmotic stress conditions resembling the high osmolarity found during drought stress.
Surface sterilized seeds were sown in basal media [50% Murashige-Skoog medium (MS) supplemented with 0.8% plant agar as solidifying agent] in the presence of Kanamycin (for selecting only transgenic plants). After sowing, plates were transferred for 2-3 days for stratification at 4° C. and then grown at 25° C. under 12-hour light 12-hour dark daily cycles for 7 to 10 days. At this time point, seedlings randomly chosen were carefully transferred to plates containing 1.5% PEG: 0.5 MS media or Normal growth conditions (0.5 MS media). Each plate contained 5 seedlings of the same transgenic event, and 3-4 different plates (replicates) for each event. For each polynucleotide of the invention at least four independent transformation events were analyzed from each construct. Plants expressing the polynucleotides of the invention were compared to the average measurement of the control plants (empty vector or GUS reporter gene under the same promoter) used in the same experiment.
Assay 2: plant growth at nitrogen deficiency under tissue culture conditions—The present inventors have found the nitrogen use efficiency (NUE) assay to be relevant for the evaluation of the ABST candidate genes, since nitrogen deficiency encourages root elongation, increase of root coverage and allows detecting the potential of the plant to generate a better root system under drought conditions. In addition, there are indications in the literature that biological mechanisms of NUE and drought tolerance are linked (Wesley et al., 2002 Journal of Experiment Botany Vol 53, No. 366, pp. 13-25).
Surface sterilized seeds were sown in basal media [50% Murashige-Skoog medium (MS) supplemented with 0.8% plant agar as solidifying agent] in the presence of Kanamycin (for selecting only transgenic plants). After sowing, plates were transferred for 2-3 days for stratification at 4° C. and then grown at 25° C. under 12-hour light 12-hour dark daily cycles for 7 to 10 days. At this time point, seedlings randomly chosen were carefully transferred to plates with nitrogen-limiting conditions: 0.5 MS media in which the combined nitrogen concentration (NH 4 NO 3 and KNO 3 ) is 0.75 mM (nitrogen deficient conditions). Each plate contains 5 seedlings of same event, and 3-4 different plates (replicates) for each event. For each polynucleotide of the invention at least four independent transformation events were analyzed from each construct. Plants expressing the polynucleotides of the invention were compared to the average measurement of the control plants (empty vector or GUS reporter under the same promoter) used in the same experiment.
Digital imaging—A laboratory image acquisition system, which consists of a digital reflex camera (Canon EOS 300D) attached with a 55 mm focal length lens (Canon EF-S series), mounted on a reproduction device (Kaiser RS), which included 4 light units (4×150 Watts light bulb) and located in a darkroom, was used for capturing images of plantlets sawn in agar plates.
The image capturing process was repeated every 2-5 days starting at day 1 till day 10-15 (see for example the images in FIGS. 2A-B )
An image analysis system was used, which consists of a personal desktop computer (Intel P4 3.0 GHz processor) and a public domain program—ImageJ 1.39 (Java based image processing program which was developed at the U.S. National Institutes of Health and freely available on the internet at rsbweb (dot) nih (dot) gov/). Images were captured in resolution of 10 Mega Pixels (3888×2592 pixels) and stored in a low compression JPEG (Joint Photographic Experts Group standard) format. Next, analyzed data was saved to text files and processed using the JMP statistical analysis software (SAS institute).
Seedling analysis—Using the digital analysis seedling data was calculated, including leaf area, root coverage and root length.
The relative growth rate for the various seedling parameters was calculated according to the following Formulas.

Relative growth rate of leaf area=(Δrosette area/Δ t )*(1/rosette area t 1 ) Formula VI:

Δ rosette area is the interval between the current rosette area (measured at t 2 ) and the rosette area measured at the previous day (Area t 1 )
Δt is the time interval (t 2 −t 1 , in days) between the current analyzed image day (t 2 ) and the previous day (t 1 ).
Thus, the relative growth rate of leaf area is in units of 1/day.

Relative growth rate of root coverage=(Δroot coverage area/Δ t )*(1/root coverage area t 1 ) Formula VII

Δ root coverage area is the interval between the current root coverage area (measured at t 2 ) and the root coverage area measured at the previous day (Area t 1 )
Δt is the time interval (t 2 −t 1 , in days) between the current analyzed image day (t 2 ) and the previous day (t 1 ).
Thus, the relative growth rate of root coverage area is in units of 1/day.

Relative growth rate of root length=(Δroot length/Δ t )*(1/root length t 1 ) Formula VIII

Δ root length is the interval between the current root length (measured at t 2 ) and the root length measured at the previous day (Area t 1 )
Δt is the time interval (t 2 −t 1 , in days) between the current analyzed image day (t 2 ) and the previous day (t 1 ).
Thus, the relative growth rate of root length is in units of 1/day.
At the end of the experiment, plantlets were removed from the media and weighed for the determination of plant fresh weight. Plantlets were then dried for 24 hours at 60° C., and weighed again to measure plant dry weight for later statistical analysis. Growth rate was determined by comparing the leaf area coverage, root coverage and root length, between each couple of sequential photographs, and results were used to resolve the effect of the gene introduced on plant vigor, under osmotic stress, as well as under optimal conditions. Similarly, the effect of the gene introduced on biomass accumulation, under osmotic stress as well as under optimal conditions, was determined by comparing the plants' fresh and dry weight to that of control plants (containing an empty vector or the GUS reporter gene under the same promoter). From every construct created, 3-5 independent transformation events were examined in replicates.
Statistical analyses—To identify genes conferring significantly improved tolerance to abiotic stresses or enlarged root architecture, the results obtained from the transgenic plants were compared to those obtained from control plants. To identify outperforming genes and constructs, results from the independent transformation events tested were analyzed separately. To evaluate the effect of a gene event over a control the data was analyzed by Student's t-test and the p value was calculated. Results were considered significant if p≦0.1. The JMP statistics software package was used (Version 5.2.1, SAS Institute Inc., Cary, N.C., USA).
Experimental Results—The polynucleotide sequences of the invention were assayed for a number of commercially desired traits. Table 28 provides the parameters measured in a tissue culture assay (results are presented in Tables 29 and 30). In cases where a certain event appears more than once, the event was tested in several independent experiments.






TABLE 28



Parameter symbol used in result


Table 29
Parameter name








1
Leaf Area time point 1

2
Leaf Area time point 2

3
Leaf Area time point 3

4
Roots Length time point 1

5
Roots Length time point 2

6
Roots Length time point 3

7
Roots Coverage time point 1

8
Roots Coverage time point 2

9
Roots Coverage time point 3

10
RGR of Leaf Area time point 2

11
RGR of Leaf Area time point 3

12
RGR of Roots Coverage time point 2

13
RGR of Roots Coverage time point 3

14
RGR of Roots Length time point 2

15
RGR of Roots Length time point 3

16
Fresh Weight

17
Dry Weight



Table 28.






















































TABLE 29




p.n.













SEQ


ID

Gene
NO:
Ev.
Par.
1
2
3
4
5
6
7
8
9



BDL100
657
7872.2
P

BDL100
657
7872.2
Av

BDL100
657
7872.3
P

BDL100
657
7872.3
Av

BDL100
657
7873.2
P

BDL100
657
7873.2
Av

BDL100
657
7873.4
P
0.28
0.32
0.13
0.33


0.21
0.36
0.47

BDL100
657
7873.4
Av
1.16
1.18
1.39
1.17


1.41
1.19
1.12

BDL51
694
8021.1
P

BDL51
694
8021.1
Av

BDL51
694
8022.4
P

BDL51
694
8022.4
Av

BDL51
694
8022.5
P

BDL51
694
8022.5
Av

BDL51
694
8024.4
P

BDL51
694
8024.4
Av

BDL51
694
8024.7
P

BDL51
694
8024.7
Av

BDL82
704
7801.3
P








0.23

BDL82
704
7801.3
Av








1.18

BDL82
704
7802.2
P

BDL82
704
7802.2
Av

BDL82
704
7802.3
P

BDL82
704
7802.3
Av

BDL82
704
7803.8
P

BDL82
704
7803.8
Av

BDL82
704
7803.9
P

BDL82
704
7803.9
Av

BDL89
705
7812.2
P

BDL89
705
7812.2
Av

BDL89
705
7812.5
P

BDL89
705
7812.5
Av

BDL89
705
7814.1
P

BDL89
705
7814.1
Av

BDL89
705
7814.4
P

BDL89
705
7814.4
Av

BDL89
705
7814.5
P

BDL89
705
7814.5
Av

BDL95_Short
706
7841.2
P

BDL95_Short
706
7841.2
Av

BDL95_Short
706
7842.12
P

BDL95_Short
706
7842.12
Av

BDL95_Short
706
7842.2
P

BDL95_Short
706
7842.2
Av

BDL95_Short
706
7842.8
P

BDL95_Short
706
7842.8
Av

BDL95_Short
706
7843.4
P

BDL95_Short
706
7843.4
Av

BDL108
659
8122.1
P

BDL108
659
8122.1
Av

BDL108
659
8122.2
P

BDL108
659
8122.2
Av

BDL108
659
8123.6
P

BDL108
659
8123.6
Av

BDL108
659
8123.5
P

BDL108
659
8123.5
Av

BDL59
698
7792.1
P

BDL59
698
7792.1
Av

BDL59
698
7792.2
P

BDL59
698
7792.2
Av

BDL59
698
7792.3
P

BDL59
698
7792.3
Av

BDL59
698
7793.3
P

BDL59
698
7793.3
Av

BDL59
698
7794.1
P

BDL59
698
7794.1
Av

BDL68
702
7761.3
P

BDL68
702
7761.3
Av

BDL68
702
7761.5
P

BDL68
702
7761.5
Av

BDL68
702
7761.9
P

BDL68
702
7761.9
Av

BDL68
702
7764.1
P

BDL68
702
7764.1
Av

















p.n.












SEQ


ID

Gene
NO:
Ev.
Par.
10
11
12
13
14
15
16
17



BDL100
657
7872.2
P
0.29
0.10
0.53
0.08
0.54
0.03

BDL100
657
7872.2
Av
1.55
1.21
1.66
1.95
1.49
1.63

BDL100
657
7872.3
P
0.60
0.08

0.12

0.18

BDL100
657
7872.3
Av
1.10
1.13

1.71

1.51

BDL100
657
7873.2
P
0.41
0.12

0.01

0.00

BDL100
657
7873.2
Av
1.23
1.12

1.61

1.50

BDL100
657
7873.4
P

0.01




0.45
0.48

BDL100
657
7873.4
Av

1.28




1.22
1.19

BDL51
694
8021.1
P
0.13

0.02

0.08

BDL51
694
8021.1
Av
1.23

2.20

1.47

BDL51
694
8022.4
P
0.00

0.09

0.05

BDL51
694
8022.4
Av
1.32

1.97

1.49

BDL51
694
8022.5
P
0.08

0.04

BDL51
694
8022.5
Av
1.14

1.49

BDL51
694
8024.4
P
0.36

0.00

0.16

BDL51
694
8024.4
Av
1.41

2.12

1.55

BDL51
694
8024.7
P
0.34




0.23

BDL51
694
8024.7
Av
1.29




1.28

BDL82
704
7801.3
P
0.00

0.04

0.00

BDL82
704
7801.3
Av
1.51

2.15

1.67

BDL82
704
7802.2
P

0.01

0.00

0.01

BDL82
704
7802.2
Av

1.24

2.69

1.98

BDL82
704
7802.3
P

0.02

0.11

0.03

BDL82
704
7802.3
Av

1.24

1.57

1.42

BDL82
704
7803.8
P

0.15

0.16

0.12
0.04
0.02

BDL82
704
7803.8
Av

1.29

2.22

1.63
1.41
1.33

BDL82
704
7803.9
P

BDL82
704
7803.9
Av

BDL89
705
7812.2
P
0.30
0.05
0.58
0.05
0.38
0.01

BDL89
705
7812.2
Av
1.19
1.50
1.52
2.31
1.41
1.65

BDL89
705
7812.5
P

0.05

0.01

0.00

BDL89
705
7812.5
Av

1.32

3.25

2.10

BDL89
705
7814.1
P
0.60
0.00

0.24

0.01

BDL89
705
7814.1
Av
1.13
1.40

2.18

1.70

BDL89
705
7814.4
P
0.07
0.33

0.07

0.07

BDL89
705
7814.4
Av
1.35
1.19

1.74

1.52

BDL89
705
7814.5
P
0.08
0.19
0.33
0.30
0.20
0.36

BDL89
705
7814.5
Av
1.29
1.26
1.79
1.56
1.56
1.30

BDL95_Short
706
7841.2
P
0.14

0.66
0.14
0.65
0.04

BDL95_Short
706
7841.2
Av
1.22

1.29
1.42
1.17
1.27

BDL95_Short
706
7842.12
P
0.30
0.05

0.04

0.07
0.20

BDL95_Short
706
7842.12
Av
1.14
1.17

1.36

1.19
1.19

BDL95_Short
706
7842.2
P
0.15


0.29

0.08

BDL95_Short
706
7842.2
Av
1.45


1.27

1.28

BDL95_Short
706
7842.8
P
0.35
0.00

0.07

0.07

BDL95_Short
706
7842.8
Av
1.10
1.37

2.82

2.07

BDL95_Short
706
7843.4
P
0.43
0.00

0.01

0.01

0.41

BDL95_Short
706
7843.4
Av
1.14
1.42

3.00

2.12

1.26

BDL108
659
8122.1
P
0.11
0.18
0.45
0.61
0.73
0.51

BDL108
659
8122.1
Av
1.28
1.24
1.44
1.13
1.16
1.20

BDL108
659
8122.2
P
0.09
0.02
0.00
0.00
0.12
0.01
0.77
0.38

BDL108
659
8122.2
Av
1.59
1.37
1.82
2.09
1.29
1.71
1.11
1.17

BDL108
659
8123.6
P

0.59
0.57
0.40

0.08

BDL108
659
8123.6
Av

1.10
1.33
1.27

1.53

BDL108
659
8123.5
P

0.04

0.29

0.25

BDL108
659
8123.5
Av

1.14

1.75

1.36

BDL59
698
7792.1
P



0.26



0.70

BDL59
698
7792.1
Av



1.38



1.11

BDL59
698
7792.2
P
0.33
0.31
0.02
0.25
0.14
0.01

BDL59
698
7792.2
Av
1.33
1.23
1.63
1.26
1.28
1.40

BDL59
698
7792.3
P

0.02

0.11

0.29

BDL59
698
7792.3
Av

1.36

1.43

1.28

BDL59
698
7793.3
P
0.06
0.32
0.30
0.16
0.11
0.05

BDL59
698
7793.3
Av
1.76
1.19
1.99
1.56
1.65
1.27

BDL59
698
7794.1
P

0.18

0.11

0.13

BDL59
698
7794.1
Av

1.15

1.83

1.35

BDL68
702
7761.3
P
0.32





0.46

BDL68
702
7761.3
Av
1.15





1.17

BDL68
702
7761.5
P

0.40
0.15
0.21
0.14
0.20

BDL68
702
7761.5
Av

2.43
1.86
1.58
1.60
1.42

BDL68
702
7761.9
P

BDL68
702
7761.9
Av

BDL68
702
7764.1
P
0.00


0.53

0.22

BDL68
702
7764.1
Av
1.44


1.45

1.61



Table 29. Provided are the growth and biomass parameters of transgenic vs. control plants as measured in Tssue Culture assay under 1.5% PEG.

“P” = P-value;

“Av” = ratio between the averages of event and control. Note that when the average ratio is higher than “1” the effect of exogenous expression of the gene is an increase of the desired trait;

“Par” = Parameter according to the parameters listed in Table 28 above;

“Ev” = event.

“p.n.” = polynucleotide.





































































































































































































TABLE 30




p.n.













SEQ


ID

Gene
NO:
Ev.
Par.
1
2
3
4
5
6
7
8
9



BDL100
657
7872.2
P

BDL100
657
7872.2
Av

BDL100
657
7872.3
P


0.40

BDL100
657
7872.3
Av


1.13

BDL100
657
7873.2
P

BDL100
657
7873.2
Av

BDL100
657
7873.3
P





0.60
0.36

0.56

BDL100
657
7873.3
Av





1.15
1.12

1.27

BDL100
657
7873.4
P
0.24
0.03
0.03
0.00


0.01

0.33

BDL100
657
7873.4
Av
1.25
1.36
1.39
1.59


1.96

1.12

BDL51
694
8021.1
P

BDL51
694
8021.1
Av

BDL51
694
8022.4
P






0.51

BDL51
694
8022.4
Av






1.31

BDL51
694
8022.5
P



0.02


0.09

BDL51
694
8022.5
Av



1.24


1.30

BDL51
694
8024.4
P

BDL51
694
8024.4
Av

BDL51
694
8024.7
P

0.55

0.04

0.09
0.05

0.24

BDL51
694
8024.7
Av

1.11

1.48

1.09
2.30

1.12

BDL82
704
7801.1
P

BDL82
704
7801.1
Av

BDL82
704
7801.3
P

BDL82
704
7801.3
Av

BDL82
704
7802.2
P

BDL82
704
7802.2
Av

BDL82
704
7802.3
P






0.52

BDL82
704
7802.3
Av






1.14

BDL82
704
7803.8
P

BDL82
704
7803.8
Av

BDL82
704
7803.9
P

BDL82
704
7803.9
Av

BDL89
705
7812.2
P

BDL89
705
7812.2
Av

BDL89
705
7812.5
P

BDL89
705
7812.5
Av

BDL89
705
7814.1
P

BDL89
705
7814.1
Av

BDL89
705
7814.4
P



0.19


0.30

BDL89
705
7814.4
Av



1.19


1.21

BDL89
705
7814.5
P








0.42

BDL89
705
7814.5
Av








1.11

BDL95_Short
706
7841.2
P

BDL95_Short
706
7841.2
Av

BDL95_Short
706
7842.12
P

0.28
0.17
0.19


0.22

BDL95_Short
706
7842.12
Av

1.15
1.13
1.17


1.26

BDL95_Short
706
7842.2
P






0.17

BDL95_Short
706
7842.2
Av






1.32

BDL95_Short
706
7842.8
P

BDL95_Short
706
7842.8
Av

BDL95_Short
706
7843.4
P

BDL95_Short
706
7843.4
Av

BDL108
659
8122.1
P

BDL108
659
8122.1
Av

BDL108
659
8122.2
P




0.08
0.00


0.08

BDL108
659
8122.2
Av




1.10
1.22


1.24

BDL108
659
8123.6
P

BDL108
659
8123.6
Av

BDL108
659
8123.5
P

BDL108
659
8123.5
Av

BDL59
698
7792.1
P

BDL59
698
7792.1
Av

BDL59
698
7792.2
P

BDL59
698
7792.2
Av

BDL59
698
7792.3
P

BDL59
698
7792.3
Av

BDL59
698
7793.3
P








0.33

BDL59
698
7793.3
Av








1.12

BDL59
698
7794.1
P

BDL59
698
7794.1
Av

BDL68
702
7761.3
P

0.22






0.26

BDL68
702
7761.3
Av

1.20






1.15

BDL68
702
7761.5
P

BDL68
702
7761.5
Av

BDL68
702
7761.9
P

BDL68
702
7761.9
Av

BDL68
702
7764.1
P

BDL68
702
7764.1
Av



















p.n.













SEQ



ID


Gene
NO:
Ev.
Par.
10
11
12
13
14
15
16
17





BDL100
657
7872.2
P
0.16
0.11

0.08

0.01


BDL100
657
7872.2
Av
1.36
1.58

2.18

1.65


BDL100
657
7872.3
P

0.19

0.02

0.03


BDL100
657
7872.3
Av

1.13

1.96

1.60


BDL100
657
7873.2
P

0.03

0.00

0.00


BDL100
657
7873.2
Av

1.52

2.08

1.72


BDL100
657
7873.3
P
0.52
0.15

0.02

0.01


BDL100
657
7873.3
Av
1.12
1.23

1.32

1.23


BDL100
657
7873.4
P
0.21


0.23

0.16
0.02


BDL100
657
7873.4
Av
1.18


1.22

1.13
1.42


BDL51
694
8021.1
P

0.06

0.00

0.00


BDL51
694
8021.1
Av

1.33

2.61

1.60


BDL51
694
8022.4
P

0.03

0.02

0.14


BDL51
694
8022.4
Av

1.17

2.13

1.46


BDL51
694
8022.5
P
0.08
0.00

0.02

0.06


BDL51
694
8022.5
Av
1.22
1.36

2.42

1.75


BDL51
694
8024.4
P

0.00

0.35

0.07


BDL51
694
8024.4
Av

1.32

3.10

1.86


BDL51
694
8024.7
P
0.18


0.38

0.23


BDL51
694
8024.7
Av
1.24


1.19

1.15


BDL82
704
7801.1
P

0.11

0.02

0.14


BDL82
704
7801.1
Av

1.26

3.23

1.76


BDL82
704
7801.3
P

0.13

0.00

0.00


BDL82
704
7801.3
Av

1.27

3.07

1.76


BDL82
704
7802.2
P

0.14

0.01

0.00


BDL82
704
7802.2
Av

1.37

5.55

2.69


BDL82
704
7802.3
P

0.43

0.41

0.50


BDL82
704
7802.3
Av

1.11

1.17

1.17


BDL82
704
7803.8
P



0.01

0.00


BDL82
704
7803.8
Av



2.16

1.77


BDL82
704
7803.9
P

0.61

0.12

0.01

0.53


BDL82
704
7803.9
Av

1.11

1.81

1.49

1.14


BDL89
705
7812.2
P
0.29
0.00

0.00
0.30
0.18


BDL89
705
7812.2
Av
1.13
1.30

1.38
1.11
1.16


BDL89
705
7812.5
P

0.03

0.02

0.01


BDL89
705
7812.5
Av

1.39

5.28

2.83


BDL89
705
7814.1
P

0.00

0.01

0.00


BDL89
705
7814.1
Av

1.45

1.84

1.38


BDL89
705
7814.4
P
0.03
0.39

0.01

0.17


BDL89
705
7814.4
Av
1.61
1.16

1.49

1.14


BDL89
705
7814.5
P
0.29
0.04

0.00

0.03


BDL89
705
7814.5
Av
1.20
1.36

1.74

1.59


BDL95_Short
706
7841.2
P

0.07

0.00

0.00


BDL95_Short
706
7841.2
Av

1.31

2.75

1.81


BDL95_Short
706
7842.12
P
0.44


0.02

0.11
0.43
0.64


BDL95_Short
706
7842.12
Av
1.14


1.24

1.16
1.25
1.11


BDL95_Short
706
7842.2
P

0.19

0.02

0.00


BDL95_Short
706
7842.2
Av

1.17

2.06

1.61


BDL95_Short
706
7842.8
P
0.17
0.03

0.00

0.00


BDL95_Short
706
7842.8
Av
1.14
1.18

2.17

1.44


BDL95_Short
706
7843.4
P

0.01

0.01

0.00


BDL95_Short
706
7843.4
Av

1.67

4.58

2.59


BDL108
659
8122.1
P
0.32


0.31


BDL108
659
8122.1
Av
1.25


1.91


BDL108
659
8122.2
P
0.01
0.27
0.00
0.05
0.00
0.02


BDL108
659
8122.2
Av
2.01
1.16
1.81
1.50
1.55
1.39


BDL108
659
8123.6
P

0.15
0.02
0.09
0.07
0.07


BDL108
659
8123.6
Av

1.25
1.56
1.57
1.21
1.36


BDL108
659
8123.5
P



0.18

0.19


BDL108
659
8123.5
Av



1.62

1.40


BDL59
698
7792.1
P



0.11


BDL59
698
7792.1
Av



1.50


BDL59
698
7792.2
P
0.17

0.21
0.16
0.33
0.50


BDL59
698
7792.2
Av
1.31

1.31
1.62
1.11
1.17


BDL59
698
7792.3
P



0.01

0.27


BDL59
698
7792.3
Av



1.73

1.18


BDL59
698
7793.3
P
0.03

0.01
0.03
0.02
0.04


BDL59
698
7793.3
Av
1.89

1.75
1.87
1.39
1.40


BDL59
698
7794.1
P


0.14
0.08

0.29


BDL59
698
7794.1
Av


1.22
1.59

1.18


BDL68
702
7761.3
P
0.14


0.17

0.34


BDL68
702
7761.3
Av
1.32


1.38

1.13


BDL68
702
7761.5
P


0.30
0.02
0.46
0.02


BDL68
702
7761.5
Av


1.56
1.71
1.22
1.59


BDL68
702
7761.9
P



0.33


BDL68
702
7761.9
Av



1.30


BDL68
702
7764.1
P
0.08


0.15

0.38


BDL68
702
7764.1
Av
1.27


1.77

1.21





Table 30. Provided are the growth and biomass parameters of transgenic vs. control plants as measured in Tissue Calture assay under 0.75 mM Nitrogen concentration.


“P” = P-value;


“Av” = ratio between the averages of event and control. Note that when the average ratio is higher than “1” the effect of exogenous expression of the gene is an increase of the desired trait;


“Par” = Parameter according to the parameters listed in Table 28 above;


“Ev” = event.



























































































































































































Example 9
Improving Desired Traits of Interest in Transgenic Plants Grown Under Normal Conditions by Reducing Gene Expression
Transgenic plants exogenously expressing the BDL127 gene (SEQ ID NO:673) were assayed for a number of commercially desired traits under normal conditions.
To analyze the effect of expression of the BDL127 exogenous polynucleotide in transgenic plants, plants were grown in pots with an adequate amount of nutrients and water. The plants were evaluated using various parameters for their overall size (biomass), structure (plant architecture), relative growth rate, time to inflorescence emergence (bolting) and flowering, seed yield, weight of 1,000 seeds, dry matter, oil content and harvest index [(HI) seed yield/dry matter]. Transgenic plants performance was compared to control plants grown in parallel under the same conditions. Mock-transgenic plants with an empty vector or expressing the uidA reporter gene (GUS-Intron) under the same promoter were used as control.
Parameters were measured as described in Example 3 above.
Statistical analyses—All parameters including plant growth rate, plant area, biomass, plant architecture, time to bolting, time to flowering, weight of 1,000 seeds, seed yield, oil yield, dry matter, and harvest index area data were analyzed using t-test. To identify outperforming genes and constructs, results from mix of transformation events or independent events were analyzed. For gene versus control analysis t-test was applied, using significance threshold of p<0.1.
Experimental Results
The polynucleotide sequences of the invention were assayed for a number of commercially desired traits. Table 22 provides the parameters measured in a tissue culture and green house assays (results are presented in Tables 31 and 32). In cases where a certain event appears more than once, the event was tested in several independent experiments.
Analysis of plants in tissue culture assay—Table 31, hereinbelow, depicts analyses of transgenic plants overexpressing the BDL127 polynucleotide of the invention under the regulation of the constitutive 35S (SEQ ID NO:777) promoter.
















TABLE 31



Gene
Ev.
Par.
1
2
3
4
5
6
7
8
9



BDL127
8172.1
P
8.5E−03
1.5E−03
2.0E−03
2.4E−04
1.4E−03
1.6E−01
1.3E−03
4.7E−03
1.2E−01

BDL127
8172.1
Av
7.4E−01
6.1E−01
6.3E−01
2.8E−01
5.1E−01
6.5E−01
1.7E−01
3.6E−01
5.3E−01

BDL127
8172.4
P
4.5E−03
1.9E−05
3.3E−03
7.4E−04
2.2E−05
2.3E−04
2.4E−03
9.2E−04
4.1E−03

BDL127
8172.4
Av
7.7E−01
6.2E−01
7.0E−01
4.1E−01
3.9E−01
5.2E−01
2.7E−01
2.1E−01
3.1E−01

BDL127
8172.7
P


1.8E−01
3.8E−04
2.0E−03
3.4E−02
1.8E−03
1.7E−02
7.9E−02

BDL127
8172.7
Av


8.4E−01
3.5E−01
6.0E−01
6.7E−01
2.3E−01
5.3E−01
6.0E−01

BDL127
8172.8
P

4.8E−01
3.5E−01
3.1E−03
2.7E−01

2.2E−01

BDL127
8172.8
Av

8.9E−01
8.5E−01
5.4E−01
8.0E−01

6.0E−01

BDL127
8172.9
P
3.3E−03
1.8E−05
3.0E−03
3.1E−04
2.3E−05
4.5E−05
1.5E−03
6.5E−04
1.2E−03

BDL127
8172.9
Av
7.9E−01
5.2E−01
5.4E−01
3.4E−01
3.4E−01
3.7E−01
2.1E−01
1.6E−01
1.4E−01

















Gene
Ev.
Par.
10
11
12
13
14
15
16
17





BDL127
8172.1
P
2.6E−02
3.8E−01




2.3E−02


BDL127
8172.1
Av
7.5E−01
8.7E−01




7.6E−01


BDL127
8172.4
P
1.6E−02

4.9E−01



2.0E−02


BDL127
8172.4
Av
7.3E−01

8.1E−01



7.6E−01


BDL127
8172.7
P
2.9E−01
2.8E−01


BDL127
8172.7
Av
8.9E−01
7.5E−01


BDL127
8172.8
P
5.4E−01





3.8E−01
3.1E−01


BDL127
8172.8
Av
9.0E−01





8.3E−01
8.7E−01


BDL127
8172.9
P
1.3E−03

2.0E−01
7.4E−01


6.1E−02
4.9E−02


BDL127
8172.9
Av
5.1E−01

6.9E−01
9.0E−01


7.3E−01
6.4E−01





Table 31.


“P” = P-value;


“Av” = ratio between the averages of event and control. Note that when the average ratio is less than “1” the effect of exogenous expression of the gene is a decrease of the desired trait;


“Par” = Parameter according to the parameters listed in Table 22 above;


“Ev” = event.













































Greenhouse assays—Tables 33-36 represent experiments that were done using greenhouse assays. Table 32 specifies the parameters that were measured in the green house assays and which are presented in Tables 33-36. In cases where a certain event appears more than once, the event was tested in several independent experiments.






TABLE 32



Parameter


symbol used in result Tables

33-36
Parameter name








1
Rosette Diameter time point 1

2
Rosette Diameter time point 2

3
Rosette Diameter time point 3

4
Rosette Diameter time point 4

5
Rosette Area time point 1

6
Rosette Area time point 2

7
Rosette Area time point 3

8
Rosette Area time point 4

9
Plot Coverage time point 1

10
Plot Coverage time point 2

11
Plot Coverage time point 3

12
Plot Coverage time point 4

13
Leaf Number time point 1

14
Leaf Number time point 2

15
Leaf Number time point 3

16
Leaf Number time point 4

17
Leaf Blade Area time point 1

18
Leaf Blade Area time point 2

19
Leaf Blade Area time point 3

20
Leaf Blade Area time point 4

21
Leaf Petiole Area time point 1

22
Leaf Petiole Area time point 2

23
Leaf Petiole Area time point 3

24
Leaf Petiole Area time point 4

25
Blade Relative Area time point 1

26
Blade Relative Area time point 2

27
Blade Relative Area time point 3

28
Blade Relative Area time point 4

29
Petiole Relative Area time point 1

30
Petiole Relative Area time point 2

31
Petiole Relative Area time point 3

32
Petiole Relative Area time point 4

33
RGR of Leaf Blade Area time point 2

34
RGR of Leaf Blade Area time point 3

35
RGR of Leaf Blade Area time point 4

36
RGR of Leaf Number time point 2

37
RGR of Leaf Number time point 3

38
RGR of Leaf Number time point 4

39
RGR of Rosette Area time point 2

40
RGR of Rosette Area time point 3

41
RGR of Rosette Area time point 4

42
RGR of Rosette Diameter time point 2

43
RGR of Rosette Diameter time point 3

44
RGR of Rosette Diameter time point 4

45
RGR of Plot Coverage time point 2

46
RGR of Plot Coverage time point 3

47
RGR of Plot Coverage time point 4

48
Bolting

49
Flowering

50
Dry Weight

51
Seed Yield

52
Harvest Index

53
1000 Seeds Weight

54
oil content

55
Fresh Weight



Table 32.



























































































TABLE 33



Gene
Ev
Par
1
2
3
4
5
6
7
8



BDL127
8172.10
P

BDL127
8172.10
Av

BDL127
8172.4
P


1.2E−03
1.7E−03
7.1E−03
1.7E−03
5.9E−03
1.6E−03

BDL127
8172.4
Av


7.6E−01
7.7E−01
7.1E−01
2.0E−01
6.7E−01
6.5E−01

BDL127
8172.7
P

BDL127
8172.7
Av

BDL127
8172.8
P
8.0E−04
2.2E−04


1.8E−02
1.2E−02
1.7E−02
3.3E−02

BDL127
8172.8
Av
7.4E−01
7.0E−01


6.2E−01
5.7E−01
5.2E−01
5.2E−01

BDL127
8172.9
P
2.1E−02
6.4E−03
8.8E−04
7.1E−04


1.1E−02
4.4E−04

BDL127
8172.9
Av
8.0E−01
7.1E−01
7.3E−01
7.3E−01


6.1E−01
5.6E−01

















Gene
Ev
Par
9
10
11
12
13
14
15
16





BDL127
8172.10
P


BDL127
8172.10
Av


BDL127
8172.4
P
7.1E−03
1.7E−03
5.9E−03
1.6E−03


BDL127
8172.4
Av
7.1E−01
2.0E−01
6.7E−01
6.5E−01


BDL127
8172.7
P


BDL127
8172.7
Av


BDL127
8172.8
P
1.8E−02
1.2E−02
1.7E−02
3.3E−02

3.6E−04


BDL127
8172.8
Av
6.2E−01
5.7E−01
5.2E−01
5.2E−01

7.8E−01


BDL127
8172.9
P


1.1E−02
4.4E−04

4.5E−02


BDL127
8172.9
Av


6.1E−01
5.6E−01

8.5E−01





Table 33.


“P” = P-value;


“Av” = ratio between the averages of event and control. Note that when the average ratio is less than “1” the effect of exogenous expression of the gene is a decrease of the desired trait;


“Par” = Parameter according to the parameters listed in Table 22 above;


“Ev” = event.




































































TABLE 34



Gene
Ev
Par
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32



















BDL127
8172.10
P











BDL127
8172.10
Av

BDL127
8172.4
P

5.4E−04
2.0E−03
7.7E−03

BDL127
8172.4
Av

3.3E−01
6.9E−01
6.3E−01

BDL127
8172.7
P






1.8E−02

3.1E−02

BDL127
8172.7
Av






6.8E−01

8.0E−01

BDL127
8172.8
P
3.3E−03

1.4E−03
2.1E−02

BDL127
8172.8
Av
6.9E−01

6.2E−01
5.6E−01

BDL127
8172.9
P



3.8E−04

BDL127
8172.9
Av



5.7E−01



Table 34.

“P” = P-value;

“Av” = ratio between the averages of event and control. Note that when the average ratio is less than “1” the effect of exogenous expression of the gene is a decrease of the desired trait;

“Par” = Parameter according to the parameters listed in Table 22 above;

“Ev” = event.
























































TABLE 35



Gene
Ev
Par
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48

















BDL127
8172.10
P









BDL127
8172.10
Av

BDL127
8172.4
P
3.0E−07

4.1E−02



4.1E−02

BDL127
8172.4
Av
−1.1E−02

−5.2E−02



−5.2E−02

BDL127
8172.7
P

BDL127
8172.7
Av

BDL127
8172.8
P

BDL127
8172.8
Av

BDL127
8172.9
P


3.4E−02

2.1E−02

3.4E−02

BDL127
8172.9
Av


8.0E−01

7.4E−01

8.0E−01



Table 35.

“P” = P-value;

“Av” = ratio between the averages of event and control. Note that when the average rato is less than “1” the effect of exogenous expression of the gene is a decrease of the desired trait;

“Par” = Parameter according to the parameters listed in Table 22 above;

“Ev” = event.















































TABLE 36



Gene
Ev
Par
49
50
51
52
53
54
55













BDL127
8172.10
P





BDL127
8172.10
Av

BDL127
8172.4
P
2.0E−02

BDL127
8172.4
Av
6.9E−01

BDL127
8172.7
P
2.0E−02

BDL127
8172.7
Av
7.3E−01

BDL127
8172.8
P

BDL127
8172.8
Av

BDL127
8172.9
P


3.1E−02

BDL127
8172.9
Av


8.1E−01



Table 36.

“P” = P-value;

“Av” = ratio between the averages of event and control. Note that when the average ratio is less than “1” the effect of exogenous expression of the gene is a decrease of the desired trait;

“Par” = Parameter according to the parameters listed in Table 22 above;

“Ev” = event.

































These results demonstrate that transformation of plants with the BDL127 gene results in decreased yield, seed yield, biomass and growth rate and thus agents which downregulate the expression level of the BDL127 gene in plants such as co-suppression agents, antisense suppression, RNA interference, remodeling of the promoter structure and/or Ribozyme can increase yield, seed yield, biomass and growth rate of a plant.
The genes identified herein improve plant yield in general, and more specifically oil yield, seed yield, oil content, plant growth rate, plant biomass, root measurements, ABST, NUE and plant vigor. The output of the bioinformatics method described herein is a set of genes highly predicted to improve yield (seed yield, oil yield and content, biomass) and/or other agronomic important yields by modifying their expression. Although each gene is predicted to have its own impact, modifying the mode of expression of more than one gene is expected to provide an additive or synergistic effect on the plant yield, plant growth rate, root measurements, ABST, NUE, plant vigor and/or other agronomic important yields performance. Altering the expression of each gene described here alone or set of genes together increases the overall yield plant growth rate, root measurements, ABST, NUE, plant vigor and/or other agronomic important yields performance.
Although the invention has been described in conjunction with specific embodiments thereof, it is evident that many alternatives, modifications and variations will be apparent to those skilled in the art. Accordingly, it is intended to embrace all such alternatives, modifications and variations that fall within the spirit and broad scope of the appended claims.
All publications, patents and patent applications mentioned in this specification are herein incorporated in their entirety by reference into the specification, to the same extent as if each individual publication, patent or patent application was specifically and individually indicated to be incorporated herein by reference. In addition, citation or identification of any reference in this application shall not be construed as an admission that such reference is available as prior art to the present invention. To the extent that section headings are used, they should not be construed as necessarily limiting.