Patent Application
20100122382
The present invention relates generally to the field of plant cell cycle genes and polypeptides encoded by such genes, and the use of such polynucleotide and polypeptide sequences for regulating a plant cell cycle. The invention specifically provides cell cycle polynucleotide and polypeptide sequences isolated from Eucalyptus and Pinus and sequences related thereto.
Cell growth and division are controlled by the temporal expression of different sets of genes, allowing the dividing cell to progress through the different phases of the cell cycle. Continued growth and organogesis in plants requires precise function of the cell cycle machinery. Plant development, which is directly affected by cell division rates and patterns, also is influenced by environmental factors, such as temperature, nutrient availability, light, etc. See Gastal and Nelon, Plant Physiol. 105:191-7 (1994), Ben-Haj-Sahal and Tardieu, Plant Physiol. 109:861-7 (1995), and Sacks et al., Plant Physiol. 114:519-27 (1997). Plant development and phenotype are connected with the cell cycle, and altering expression of the genes involved in the cell cycle can be a useful method of modifying plant development and altering plant phenotype.
The ability to alter expression of cell cycle genes is extremely powerful because the cell cycle drives plant development, including growth rates, responses to environmental cues, and resulting plant phenotype. Control of the plant cell cycle and phenotypes associated with alteration of cell cycle gene expression, in the vascular cambium, in particular, has applications for, inter alia, alteration of wood properties and, in particular, lumber and wood pulp properties. For example, improvements to wood pulp that can be effected by altering cell cycle gene expression include increased or decreased lignin and cellulose content, and altered length, diameter, and lumen diameter of cells. Manipulating the plant cell cycle, and in particular the cambium cell cycle (i.e. the rate and angle of cell division), can also engineer better lumber having increased dimensional stability, increased tensile strength, increased shear strength, increased compression strength, increased shock resistance, increased stiffness, increased or decreased hardness, decreased spirality, decreased shrinkage, and desirable characteristics with respect to weight, density, and specific gravity.
A. Cell Cycle Genes and Proteins
1. Cyclin Dependent Protein Kinase
Progression through the cell cycle is regulated primarily by cyclin-dependent kinases (CDKs). CDKs are a conserved family of eukaryotic serine/threonine protein kinases, which require heterodimer formation with a cyclin subunit for activity. For review see, e.g. Joubes et al., Plant Mol. Biol. 43: 607-20 (2000), Stals and Inze, Trends Plant Sci. 6:359-64 (2001), and John et al., Protoplasma 216: 119-42 (2001).
The are five subclasses of CDK's, each having a different cyclin binding consensus sequence. In CDK type A the cyclin binding consensus sequence is PSTAIRE. Id. The cyclin binding consensus sequence in CDK types B-1, B-2, and C are PPTTLRE, PPTALRE, and PITAIRE, respectively. Joubes et al, Plant Physiol, 126: 1403-15 (2001).
Cell cycle progression is directed, in part, by changes in CDK activity. CDK activity is modulated by a number of different cell cycle protein components, such as changes in the abundance of individual cyclins due to changing rates of biosynthesis and proteolysis. Fluctuations in cyclin concentrations result in commensurate fluctuations in CDK activity. Cyclin accumulation is especially important in terminating the G1 phase of the cell cycle because DNA replication is initiated by an increase in CDK activity.
Activation of CDK also requires phosphorylation of a threonine residue within the T-loop of CDK by a CDK-activating kinase (CAK). Umeda et al., Proc. Nat'l Acad. Sci. U.S.A. 97: 13396-400 (2000). It was suggested by Yamaguchi et al., Plant J. 24: 11-20 (2000), that cyclin H is a regulatory subunit of CAK. CDK activity is further regulated by interaction with a CDK regulatory subunit, a small (70-100 AA) protein involved in cell cycle regulation.
A cell must exit the cell cycle in order to commit to differentiation, senescence or apoptosis. This process involves the down-regulation of CDK activities. CDK inhibitors (CKI) are low molecular weight proteins, which are important for cell cycle regulation and development. CKIs bind stoichiometrically to CDK and down-regulate the activity of CDKs.
Many biochemical properties of ICK1, the first plant CKI to be identified from Arabidopsis thaliana, are known. Wang et al., Nature 386:451-2 (1997) Wang et al., Plant J. 24: 613-23 (2000). ICK1 is expressed at low levels in many tissue types, and there can be a threshold level of ICK1 that must be overcome before a cell can enter the cell cycle. Wang et al., Plant J. 24: 613-23 (2000). ICK1 is induced by the plant growth regulator abscisic acid (ABA), which inhibits cell division by blocking DNA replication. When the expression of ICK1 increases, there is a corresponding decrease in Cdc2-like H1 histone activity. ICK1 has been shown to bind in vitro with the cyclins C2c2a and CycD3, and deletion experiments have identified different domain regions for these two interactions.
Altering the expression of CDK regulatory protein or a subunit thereof is known to cause changes in plant phenotype. Overexpression of the Arabidopsis CDK regulatory subunit, CKS1At, resulted in a reduction of leaf size, root growth rates and meristem size. Additionally, overexpression of CKS1At resulted in inhibition of cell-cycle progression, with an extension in the duration of the G1 and G2 phases of the cell cycle.
2. Cyclins
Cyclins are positive regulatory subunits of cyclin-dependent kinase (CDK) enzymes and are required for CDK activity. Fowler et al., Mol. Biotech. 10, 123, 126. Cyclins and CDK complexes provide temporal regulation of transition through the cell cycle. Evidence also suggests that cyclins provide spatial regulation of specific CDK activity, differentially targeting the cytoskeleton, spindle, phragmoplast, nuclear envelope, and chromosomes.
Plant cyclins are classified into five major groups: A, B, C, D, and H. Renaudin et al., Plant Mol. Biol. 32: 1003-18 (1996) and Yamaguchi et al., (supra 2000). Cyclins can be divided into mitotic cyclins (A and B) and G1 cyclins.
The mitotic cyclins possess a consensus sequence (R-x-x-L-x-x-I-x-N) located at the N-terminal region, termed a destruction box, adjacent to a lysine-rich region. The destruction box and lysine-rich region target the mitotic cyclins for ubiquitin-dependent proteolysis during mitosis. Stals, supra at 361, and Fowler, supra at 126. The destruction box in A versus B cyclins differs slightly and this difference is thought to result in slightly different timing of degradation of A versus B cyclins. Fowler, supra at 126. A-type cyclins accumulate during the S, G2, and early M phase of the cell cycle, whereas B-type cyclins accumulate during the late G2 and early M phase. Mironov et al., Plant Cell 11: 509-22 (1999). Three subgroups of A-type cyclins are known in plants, but only one is known in animals. Cyclin A1 (cycA1;zm;1 from Zea cans) is most concentrated during cytokinesis at the microtubule-containing phragmoplast. Expression of cyclin A2 is upregulated by auxins in roots, and by cytokinins in the shoot apex. Abrahams et al., Biochim. Biophys. Acta 28: 1-2 (2001).
D-type cyclins, of which five subgroups are known, are thought to control the progression through the G1 phase in response to growth factors and nutrients. Riou-Khamlichi et al., Mol. Cell Biol. 20: 4513-21 (2000). For example, the expression of D-type cyclins is upregulated by sucrose as shown by an increase in cycD2 mRNA 30 minutes after sucrose exposure, and an increase in cycD3 four hours after sucrose exposure. This timing corresponds to early G1-phase and late G1-phase, respectively. Cockcroft et al., Nature 405: 575-9 (2000). Furthermore, in Arabidopsis, a D3 cyclin was shown to be upregulated by the brassinosteroid, epi-brassinolide.
Cyclin D2 proteins bind with CDKA to produce an active complex, which binds to and phosphorylates retinoblastoma-related protein (Rb). This process is found in actively proliferating tissue, suggesting it plays an important function during late G1- and early S-phase. Three different D3-type cyclins are active during tomato fruit development. These proteins all contain a retinoblastoma binding motif and a PEST-destruction motif. There are differences in the spatial and temporal expression of these D3 cyclins, inferring different roles during fruit development.
Overexpression of cyclin D was shown to increase overall growth rate. Over-expression of cyclin D2 in tobacco increases causes shortening the G1-phase which producing a faster rate of cell cycling.
C- and H-type cyclins were characterized in poplar (Populus tremula×tremuloides) and rice (Oryza sativa) but their exact function is still unclear. Putative cyclins with a lesser degree of peptide sequence conservation have also been identified. For example, Arabidopsis CycJ18 has only 20% identity with homologues over the cyclin box domain. CycJ18 is expressed predominantly in young seedlings. Arabidopsis F3O9.13 protein also has similarity to the cyclin family.
3. Histone Acetyltransferase/Deacetyltransferase
Histone acetyltransferase (HA) and histone deacetyltransferase (HAD) control the net level of acetylation of histones. Histone acetylation and deacetylation are thought to exert their regulatory effects on gene expression by altering the accessibility of nucleosomal DNA to DNA-binding transcriptional activators, other chromatin-modifying enzymes or multi-subunit chromatin remodeling complexes capable of displacing nucleosomes. Lusser et al., Nucleic Acids Res. 27: 4427-35 (1999). Therefore, in general, the HDAs are involved in the repression of gene expression, while HAs are correlated with gene activation.
HA effects acetylation at the ε-amino group of conserved lysine residues clustered near the amino terminus of core histones which up-regulates gene expression.
HDAs remove acetyl groups from the core histones of the nucleosome. There are numerous family members in the HDA group, many of which are conserved throughout evolution. Lechner et al., Biochim Biophys Acta 5:181-8 (1996). HDAs function as part of multi-protein complexes facilitating chromatin condensation.
HDAs and HAs recognize highly distinct acetylation patterns on the nucleosome. It is thought that different types of HDAs interact with specific regions of the genome, to influence gene silencing.
Schultz et al., Genes Dev. 15: 428-43 (2001), demonstrated that the superfamily of Kruppel-associated-box zinc finger proteins (KRAB-ZFPs) are linked to the nucleosome remodeling and histone deacetylation complex via the PHD (plant homeodomain) and bromodomains of co-repressor KAP-1, to form a cooperative unit that is required for transcriptional repression. A maize HDAC (HD2) has been identified that has no sequence homology to other eukaryotic HDACs, but instead contains sequence similarity to peptidyl-prolyl cis-trans isomerases (PPIases).
The effects of interfering with histone deacetylation are discussed in e.g. Tian and Chen, Proc. Nat'l Acad. Sci. USA 98: 200-5 (2001).
4. Peptidyl Prolyl Cis-Trans Isomerase
Peptidylprolyl isomerases (e.g., peptidylprolyl cis-trans isomerase, peptidyl-prolyl cis-trans isomerase, PPIase, rotamase, cyclophilin) catalyze the interconversion of peptide bonds between the cis and trans conformations at proline residues. Sheldon and Venis, Biochem J. 315: 965-70 (1996). This interconversion is thought to be the rate limiting step of protein folding. PPIases belong to a conserved family of proteins that are present in animals, fungi, bacteria and plants. PPIases are implicated in a number of responses including the response to environmental stress, calcium signals, transcriptional repression, cell cycle control, etc. Viaud, et al., Plant Cell 14: 917-30 (2002).
5. Retinoblastoma-Related Protein
Retinoblastoma (Rb)-related protein putatively regulates progression of the cell cycle through the G1 phase and into S phase. Xie et al., EMBO J. 15: 4900-8 (1996) and Ach et al., Mol. Cell Biol. 17: 5077-86 (1997).
Although Rb is well-characterized in mammalian systems, the role of Rb-related proteins in regulation of G1 phase progression and S phase entry is not well characterized in plants. It is known, however, that RB-related protein functions through its association with various other cellular proteins involved in cell cycle regulation, such as the cyclins, WD40 proteins, Soni et al., Plant. Cell. 7:85-103 (1995); Grafi et al., Proc. Natl. Acad. Sci. U.S.A. 93:8962 (1996); Ach et al., Plant Cell 9:1595-606 (1997); Umen and Goodenough, Genes Dev. 15:1652-61 (2001); Mariconti et al., J. Biol. Chem. 277:9911-9 (2002).
6. WD40 Repeat Protein
WD40 is a common repeating motif involved in many different protein-protein interactions. The WD40 domain is found in proteins having a wide variety of functions including adaptor/regulatory modules in signal transduction, pre-mRNA processing and cytoskeleton assembly. Goh et al., Eur. J. Biochem. 267: 434-49 (2000).
The WD40 domain, which is 40 residues long, typically contains a GH dipeptide 11-24 residues from the N-terminus and the WD dipeptide at the C-terminus. Id. Between the GH dipeptide and the WD dipeptide lies a conserved core which serves as a stable platform where proteins can bind either stably or reversibly. The core forms a propeller-like structure with several blades. Each blade is composed of a four-stranded anti-parallel β-sheet. Each WD40 sequence repeat forms the first three strands of one blade and the last strand in the next blade. The last C-terminal WD40 repeat completes the blade structure of the first WD40 repeat to create the closed ring propeller-structure. The residues on the top and bottom surface of the propeller are proposed to coordinate interactions with other proteins and/or small ligands.
Studies in yeast demonstrated that Cdc20, which contains the WD40 motif, is required for the proteolysis of mitotic cyclins. This process is mediated by an ubiquitin-protein ligase called anaphase-promoting complex (APC) or cyclosome. Following ubiquitination and proteolysis by the 26S proteasome, the cell can segregate chromosomes, and exit from mitosis. Cdc20 also contains a destruction-box domain.
7. WEE1-Like Protein
WEE1 controls the activity of cyclin-dependent kinases. WEE1 itself is a serine/threonine kinase. Sorrell et al., Planta 215: 518-22 (2002). The enzymatic activity of these protein kinases is controlled by phosphorylation of specific residues in the activation segment of the catalytic domain, sometimes combined with reversible conformational changes in the C-terminal autoregulatory tail. This process is conserved among eukaryotes, from fungi to animals and plants. Similarly, there is a high degree of homology between WEE1 proteins from various organisms. For example, there is 50% identity between the protein kinase domains of the human and maize WEE1 proteins.
Expression of WEE1 is shown to occur only in actively dividing tissues and is believed to inhibit cell division by acting as a negative regulator of mitosis. WEE1 is believed to prevent entry from G2 to M by protecting the nucleus from cytoplasmically-activated cyclin B1-complexed CDC2 before the onset of mitosis. For example, over-expression of AtWEE1 (from Arabidopsis) and ZmWEE1 (from Zea cans) in fission yeast inhibits cell division which results in elongated cells. Sun et al., Proc. Nat'l Acad. Sci. USA 96: 4180-5 (1999).
B. Expression Profiling and Microarray Analysis in Plant Development
The multigenic control of plant phenotype presents difficulties in determining the genes responsible for phenotypic determination. One major obstacle to identifying genes and gene expression differences that contribute to phenotype in plants is the difficulty with which the expression of more than a handful of genes can be studied concurrently. Another difficulty in identifying and understanding gene expression and the interrelationship of the genes that contribute to plant phenotype is the high degree of sensitivity to environmental factors that plants demonstrate.
There have been recent advances using genome-wide expression profiling. In particular, the use of DNA microarrays has been useful to examine the expression of a large number of genes in a single experiment. Several studies of plant gene responses to developmental and environmental stimuli have been conducted using expression profiling. For example, microarray analysis was employed to study gene expression during fruit ripening in strawberry, Aharoni et al., Plant Physiol. 129:1019-1031 (2002), wound response in Arabodopsis, Cheong et al., Plant Physiol. 129:661-7 (2002), pathogen response in Arabodopsis, Schenk et al., Proc. Nat'l Acad. Sci. 97:11655-60 (2000), and auxin response in soybean, Thibaud-Nissen et al., Plant Physiol. 132:118. Whetten et al., Plant Mol. Biol. 47:275-91 (2001) discloses expression profiling of cell wall biosynthetic genes in Pinus taeda L. using cDNA probes. Whetten et al. examined genes which were differentially expressed between differentiating juvenile and mature secondary xylem. Additionally, to determine the effect of certain environmental stimuli on gene expression, gene expression in compression wood was compared to normal wood. 156 of the 2300 elements examined showed differential expression. Whetten, supra at 285. Comparison of juvenile wood to mature wood showed 188 elements as differentially expressed. Id. at 286.
Although expression profiling and, in particular, DNA microarrays provide a convenient tool for genome-wide expression analysis, their use has been limited to organisms for which the complete genome sequence or a large cDNA collection is available. See Hertzberg et al., Proc. Nat'l Acad. Sci. 98:14732-7 (2001a), Hertzberg et al., Plant J., 25:585 (2001b). For example, Whetten, supra, states, “A more complete analysis of this interesting question awaits the completion of a larger set of both pine and poplar ESTs.” Whetten et al. at 286. Furthermore, microarrays comprising cDNA or EST probes may not be able to distinguish genes of the same family because of sequence similarities among the genes. That is, cDNAs or ESTs, when used as microarray probes, may bind to more than one gene of the same family.
Methods of manipulating gene expression to yield a plant with a more desirable phenotype would be facilitated by a better understanding of cell cycle gene expression in various types of plant tissue, at different stages of plant development, and upon stimulation by different environmental cues. The ability to control plant architecture and agronomically important traits would be improved by a better understanding of how cell cycle gene expression effects formation of plant tissues, how cell cycle gene expression causes plant cells to enter or exit cell division, and how plant growth and the cell cycle are connected. Among the large number of genes, the expression of which can change during development of a plant, only a fraction are likely to effect phenotypic changes during any given stage of the plant development.
Accordingly, there is a need for tools and methods useful in determining the changes in the expression of cell cycle genes that occur during the plant cell cycle. There is also a need for polynucleotides useful in such methods. There is a further need for methods which can correlate changes in cell cycle gene expression to phenotype or stage of plant development. There is a further need for methods of identifying cell cycle genes and gene products that impact plant phenotype, and that can be manipulated to obtain a desired phenotype.
In one aspect, the present invention provides an isolated polynucleotide comprising a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237 and conservative variants thereof.
In another aspect, the present invention provides a DNA construct comprising at least one polynucleotide having the sequence of any one of SEQ ID NOs: 1-237 and conservative variants thereof.
Another aspect of the invention is a plant cell transformed with a DNA construct of comprising a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237 and conservative variants thereof.
A further aspect of the invention is a transgenic plant comprising a plant cell transformed with a DNA construct comprising a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237 and conservative variants thereof.
Another aspect of the invention is an isolated polynucleotide comprising a sequence encoding the catalytic or substrate-binding domain of a polypeptide selected from of any one of SEQ ID NOs: 261-497, wherein the polynucleotide encodes a polypeptide having the activity of said polypeptide selected from any one of SEQ ID NOs: 261-497.
A further aspect of the invention is a method of making a transformed plant comprising transforming a plant cell with a DNA construct comprising at least one polynucleotide having the sequence of any of SEQ ID NOs: 1-237; and culturing the transformed plant cell under conditions that promote growth of a plant.
In another aspect, the invention provides a wood obtained from a transgenic tree.
In a further aspect, the invention provides a wood pulp obtained from a transgenic tree which has been transformed with the DNA construct of the invention.
Another aspect of the invention is a method of making wood, comprising transforming a plant with a DNA construct comprising a polynucleotide having a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237 and conservative variants thereof; culturing the transformed plant under conditions that promote growth of a plant; and obtaining wood from the plant.
The invention further provides a method of making wood pulp, comprising transforming a plant with a DNA construct comprising a polynucleotide having a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237 and conservative variants thereof; culturing the transformed plant under conditions that promote growth of a plant; and obtaining wood pulp from the plant.
In another aspect, the invention provides an isolated polypeptide comprising an amino acid sequence encoded by the isolated polynucleotide comprising a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237 and conservative variants thereof.
The invention also provides, an isolated polypeptide comprising an amino acid sequence selected from the group consisting of 261-497.
The invention further provides a method of altering a plant phenotype of a plant, comprising altering expression in the plant of a polypeptide encoded by any one of SEQ ID NOs: 1-237.
In another aspect, the invention provides a polynucleotide comprising a nucleic acid selected from the group comprising of SEQ ID NOs: 471-697.
An aspect of the invention is a method of correlating gene expression in two different samples, comprising detecting a level of expression of one or more genes encoding a product encoded by a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237 and conservative variants thereof in a first sample; detecting a level of expression of the one or more genes in a second sample; comparing the level of expression of the one or more genes in the first sample to the level of expression of the one or more genes in the second sample; and correlating a difference in expression level of the one or more genes between the first and second samples.
A further aspect of the invention is a method of correlating the possession of a plant phenotype to the level of gene expression in the plant of one or more genes comprising detecting a level of expression of one or more genes encoding a product encoded by a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237 and conservative variants thereof in a first plant possessing a phenotype; detecting a level of expression of the one or more genes in a second plant lacking the phenotype; comparing the level of expression of the one or more genes in the first plant to the level of expression of the one or more genes in the second plant; and correlating a difference in expression level of the one or more genes between the first and second plants to possession of the phenotype.
In a further aspect, the invention provides a method of correlating gene expression to a stage of the cell cycle, comprising detecting a level of expression of one or more genes encoding a product encoded by a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237 and conservative variants thereof in a first plant cell in a first stage of the cell cycle; detecting a level of expression of the one or more genes in a second plant cell in a second, different stage of the cell cycle; comparing the level of the expression of the one or more genes in the first plant cells to the level of expression of the one or more genes in the second plants cells; and correlating a difference in expression level of the one or more genes between the first and second samples to the first or second stage of the cell cycle.
An aspect of the invention is a combination for detecting expression of one or more genes, comprising two or more oligonucleotides, wherein each oligonucleotide is capable of hybridizing to a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237.
Another aspect of the invention is a combination for detecting expression of one or more genes, comprising two or more oligonucleotides, wherein each oligonucleotide is capable of hybridizing to a nucleic acid sequence encoded by a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237.
The invention further provides a microarray comprising a combination for detecting expression of one or more genes, comprising two or more oligonucleotides, wherein each oligonucleotide is capable of hybridizing to a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237 or wherein each oligonucleotide is capable of hybridizing to a nucleic acid sequence encoded by a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237, wherein each of said two or more oligonucleotides occupies a unique location on said solid support.
In another aspect, the invention provides a method for detecting one or more genes in a sample, comprising contacting the sample with two or more oligonucleotides, wherein each oligonucleotide is capable of hybridizing to a gene comprising a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237 under standard hybridization conditions; and detecting the one or more genes of interest which are hybridized to the one or more oligonucleotides.
The invention also provides a method for detecting one or more nucleic acid sequences encoded by one or more genes in a sample, comprising contacting the sample with two or more oligonucleotides, wherein each oligonucleotide is capable of hybridizing to a nucleic acid sequence encoded by a gene comprising a nucleic acid sequence selected from the group consisting of SEQ ID NOs: 1-237 under standard hybridization conditions; and detecting the one or more nucleic acid sequences which are hybridized to the one or more oligonucleotides.
The invention further provides a kit for detecting gene expression comprising the microarray of the invention together with one or more buffers or reagents for a nucleotide hybridization reaction.
Other features, objects, and advantages of the present invention are apparent from the detailed description that follows. It should be understood, however, that the detailed description, while indicating preferred embodiments of the invention, are given by way of illustration only, not limitation. Various changes and modifications within the spirit and scope of the invention will be apparent to those skilled in the art from the detailed description.
Table 1: shows genes having greater than doubled signal with any one sample as compared to the mean signal of the other three samples.
Table 2: identifies plasmid(s), genes, and Genesis ID numbers for constructs described in Example 17.
Table 3: Rooting medium for Populus deltoids.
Table 4: pGrowth information.
Table 5: shows genes having greater than doubled signal with any one sample as compared to the mean signal of the other three samples.
Table 6: Differentially expressed cDNAs.
Table 7: Consensus ID information.
Table 8: pGrowth information.
Table 9: Eucalyptus grandis cell cycle genes and proteins.
Table 10: Pinus radiata cell cycle genes and proteins.
Table 11: Annotated peptide sequences of the present invention.
Table 12: Eucalyptus in silico data.
Table 13: Pine in silico data.
Table 14: Oligo table.
Table 15: Peptide table.
Table 16: BLAST sequence alignment table.
The inventors have discovered novel isolated cell cycle genes and polynucleotides useful for identifying the multigenic factors that contribute to a phenotype and for manipulating gene expression to affect a plant phenotype. These genes, which are derived from plants of commercially important forestry genera, pine and eucalyptus, are involved in the plant cell cycle and are, at least in part, responsible for expression of phenotypic characteristics important in commercial wood, such as stiffness, strength, density, fiber dimensions, coarseness, cellulose and lignin content, and extractives content. Generally speaking, the genes and polynucleotides encode a protein which can be a cyclin, cyclin dependent kinase, cyclin dependent kinase inhibitor, histone acetyltransferase, histone deacetylase, peptidyl-prolyl cis-trans isomerase, retinoblastoma-related protein, WEE1-like protein, or WD40 repeat protein, or a catalytic domain thereof, or a polypeptide having the same function, and the invention further includes such proteins and polypeptides.
The methods of the present invention for selecting cell cycle gene sequences to target for manipulation will permit better design and control of transgenic plants with more highly engineered phenotypes. The ability to control plant architecture and agronomically important traits in commercially important forestry species will be improved by the information obtained from the methods, such as which genes affect which phenotypes, which genes affect entry into which stage of the cell cycle, which genes are active in which stage of plant development, and which genes are expressed in which tissue at a given point in the cell cycle or plant development.
Unless indicated otherwise, all technical and scientific terms are used herein in a manner that conforms to common technical usage. Generally, the nomenclature of this description and the described laboratory procedures, including cell culture, molecular genetics, and nucleic acid chemistry and hybridization, respectively, are well known and commonly employed in the art. Standard techniques are used for recombinant nucleic acid methods, oligonucleotide synthesis, cell culture, tissue culture, transformation, transfection, transduction, analytical chemistry, organic synthetic chemistry, chemical syntheses, chemical analysis, and pharmaceutical formulation and delivery. Generally, enzymatic reactions and purification and/or isolation steps are performed according to the manufacturers' specifications. Absent an indication to the contrary, the techniques and procedures in question are performed according to conventional methodology disclosed, for example, in Sambrook et al., M
A. Plant Cell Cycle Genes and Proteins
1. Cell Cycle Genes, Polynucleotide and Polypeptide Sequences
One aspect of the present invention relates to novel plant cell cycle genes and polypeptides encoded by such genes. As used herein, the term “plant cell cycle genes” refers to genes encoding proteins that function during the plant cell cycle, and the term “plant cell cycle proteins” refers to proteins that function during the plant cell cycle. There are several known families of plant cell cycle proteins, including cyclin, cyclin dependent kinase, cyclin dependent kinase inhibitor, histone acetyltransferase, histone deacetylase, peptidyl-prolyl cis-trans isomerase, retinoblastoma-related protein, WEE1-like protein, and WD40 repeat protein. Although there is significant sequence homology within each gene and protein family, each member of each family can display different biochemical properties and altering the expression of at least one of these genes can result in a different plant phenotype.
The present invention provides novel plant cell cycle genes and polynucleotides and novel cell cycle proteins and polypeptides. In accordance with one embodiment of the invention, the novel plant cell cycle genes are the same as those expressed in a wild-type plant of a species of Pinus or Eucalyptus. Exemplary novel plant cell cycle gene sequences of the invention are set forth in Tables 9 and 10, which depict Eucalyptus grandis sequences and Pinus radiata sequences, respectively. Corresponding gene products, i.e., oligonucleotides and polypeptides, are also listed in Tables 14, 15, and 16. The Sequence Listing in APPENDIX 1 provides the sequences of these aspects of the invention.
The sequences of the invention have cell cycle activity and encode proteins that are active in the cell cycle, such as proteins of the cell cycle families discussed above. As discussed in more detail below, manipulation of the expression of the cell cycle genes and polynucleotides, or manipulation of the activity of the encoded proteins and polypeptides, can result in a transgenic plant with a desired phenotype that differs from the phenotype of a wild-type plant of the same species.
Throughout this description, reference is made to cell cycle gene products. As used herein, a “cell cycle gene product” is a product encoded by a cell cycle gene, and includes both nucleotide products, such as RNA, and amino acid products, such as proteins and polypeptides. Examples of specific cell cycle genes of the invention include SEQ ID NOs: 1-237. Examples of specific cell cycle gene products of the invention include products encoded by any one of SEQ ID NOs: 1-237. Reference also is made herein to cell cycle proteins and cell cycle polypeptides. Examples of specific cell cycle proteins and polypeptides of the invention include polypeptides encoded by any of SEQ ID NOs: 1-237 or polypeptides comprising the amino acid sequence of any of SEQ ID NOs: 261-497. One aspect of the invention is directed to a subset of these cell cycle genes and cell cycle gene products, namely SEQ ID NOs: 1-12, 14-58, 60-62, 64-70, 72-75, 77-83, 85-86, 88-91, 93-119, 121-130, 132-148, 150-156, 158-191, 193-207, 209-218, 220-221, 223-231, 233-237, their respective conservative variants (as that term is defined below), and the nucleotide and amino acid products encoded thereby. Another aspect of the invention is directed to a subset of the cell cycle genes and cell cycle gene products, namely SEQ ID NOs: 1-12, 14, 16-26, 30-37, 40-41, 43-76, 78-103, 106, 108-113, 116-121, 124-125, 128-147, 150-152, 154-155, 161-162, 164-172, 174, 177-183, 185-191, 193-197, 200-204, 208-213, and 215-234 their respective conservative variants, and the nucleotide and amino acid products encoded thereby. A further aspect of the invention is directed to a subset of the cell cycle genes and cell cycle gene products, namely SEQ ID NOs: 1-12, 14, 16-26, 30-37, 40-41, 43-58, 60-62, 64-70, 72-75, 78-83, 85-86, 88-91, 93-103, 106, 108-113, 116-119, 121, 124-125, 128-130, 132-147, 150-152, 154-155, 161-162, 164-172, 174, 177-183, 185-191, 193-197, 200-204, 209-213, 215-218, 220-221, 223-231, and 233-234 their respective conservative variants, and the nucleotide and amino acid products encoded thereby.
The present invention also includes sequences that are complements, reverse sequences, or reverse complements to the nucleotide sequences disclosed herein.
The present invention also includes conservative variants of the sequences disclosed herein. The term “variant,” as used herein, refers to a nucleotide or amino acid sequence that differs in one or more nucleotide bases or amino acid residues from the reference sequence of which it is a variant.
Thus, in one aspect, the invention includes conservative variant polynucleotides. As used herein, the term “conservative variant polynucleotide” refers to a polynucleotide that hybridizes under stringent conditions to an oligonucleotide probe that, under comparable conditions, binds to the reference gene the conservative variant is a variant of. Thus, for example, a conservative variant of SEQ ID NO: 1 hybridizes under stringent conditions to an oligonucleotide probe that, under comparable conditions, binds to SEQ ID NO: 1. One aspect of the invention provides conservative variant polynucleotides that exhibit at least about 75% sequence identity to their respective reference sequences.
“Sequence identity” has an art-recognized meaning and can be calculated using published techniques. See C
The invention includes conservative variant polynucleotides having a sequence identity that is greater than or equal to 99%, 98%, 97%, 96%, 95%, 94%, 93%, 92%, 91%, 90%, 89%, 88%, 87%, 86%, 85%, 84%, 83%, 82%, 81%, 80%, 79%, 78%, 77%, 76%, 75%, 74%, 73%, 72%, 71%, 70%, 69%, 68%, 67%, 66%, 65%, 64%, 63%, 62%, 61%, or 60% to any one of SEQ ID NOs: 1 to 237. In such variants, differences between the variant and the reference sequence can occur at the 5′ or 3′ terminal positions of the reference nucleotide sequence or anywhere between those terminal positions, interspersed either individually among nucleotides in the reference sequence or in one or more contiguous groups within the reference sequence.
Additional conservative variant polynucleotides contemplated by and encompassed within the present invention include polynucleotides comprising sequences that differ from the polynucleotide sequences of SEQ ID NO: 1-237, or complements, reverse complements or reverse sequences thereof, as a result of deletions and/or insertions totaling less than 10% of the total sequence length.
The invention also includes conservative variant polynucleotides that, in addition to sharing a high degree of similarity in their primary structure (sequence) to SEQ ID NOs: 1 to 237, have at least one of the following features: (i) they contain an open reading frame or partial open reading frame encoding a polypeptide having substantially the same functional properties in the cell cycle as the polypeptide encoded by the reference polynucleotide, or (ii) they have nucleotide domains or encoded protein domains in common. The invention includes conservative variants of SEQ ID NOs: 1-237 that encode proteins having the enzyme or biological activity or binding properties of the protein encoded by the reference polynucleotide. Such conservative variants are functional variants, in that they have the enzymatic or binding activity of the protein encoded by the reference polynucleotide.
In accordance with the invention, polynucleotide variants can include a “shuffled gene” such as those described in e.g. U.S. Pat. Nos. 6,500,639, 6,500,617 6,436,675, 6,379,964, 6,352,859 6,335,198 6,326,204, and 6,287,862. A variant of a nucleotide sequence of the present invention also can be a polynucleotide modified as disclosed in U.S. Pat. No. 6,132,970, which is incorporated herein by reference.
In accordance with one embodiment, the invention provides a polynucleotide that encodes a cell cycle protein from one of the following families: cyclin, cyclin dependent kinase, cyclin dependent kinase inhibitor, histone acetyltransferase, histone deacetylase, peptidyl-prolyl cis-trans isomerase, retinoblastoma-related protein, WEE1-like protein, or WD40 repeat protein. SEQ ID NOs: 1-237 provide examples of such polynucleotides.
In accordance with another embodiment, a polynucelotide of the invention encodes the catalytic or protein binding domain of a polypeptide encoded by any of SEQ ID NOs: 1-237 or of a polypeptide comprising any of SEQ ID NOs: 261-497. The catalytic and protein binding domains of the cell cycle proteins of the invention are known in the art. The conserved sequences of these proteins are shown in Entries 1-195 as underlined, bold, and/or italicized text.
The invention also encompasses as conservative variants polynucleotides that differ from the sequences discussed above but that, as a consequence of the degeneracy of the genetic code, encode a polypeptide which is the same as that encoded by a polynucleotide of the present invention. The invention also includes as conservative variants polynucleotides comprising sequences that differ from the polynucleotide sequences discussed above as a result of substitutions that do not affect the amino acid sequence of the encoded polypeptide sequence, or that result in conservative substitutions in the encoded polypeptide sequence.
The present invention also includes an isolated polypeptide encoded by a polynucleotide comprising any of SEQ ID NOs: 1-237 or any of the conservative variants thereof discussed above. The invention also includes polypeptides comprising SEQ ID NOs: 261-497 and 495-497 and conservative variants of these polypeptides. Another aspect of the invention include polypeptides comprising SEQ ID NOs: 261-272, 274-318, 320-322, 324-330, 332-335, 337-343, 345-346, 348-351, 353-379, 381-390, 392-408, 410-416, 418-451, 453-467, 469-478, 480-481, 483-491, and 493-494 and conservative variants thereof. A further aspect of the invention includes polypeptides comprising SEQ ID NOs: 261-272, 274, 276-286, 289, 290-297, 300-301, 303-345, 347-363, 366, 368-373, 376-381, 384-385, 388-407, 410-412, 414-415, 420-422, 424-432, 434, 437-443, 445-451, 453-457, 460-464, 468-473, and 475-494 and conservative variants thereof. Another aspect of the invention includes polypeptides comprising SEQ ID NOs: 261-272, 274, 276-286, 290-297, 300-301, 303-318, 320-322, 324-330, 332-335, 337-343, 345, 348-351, 353-363, 366, 368-373, 376-381, 384-385, 388-390, 392-407, 410-412, 414-415, 421-422, 424-432, 434, 437-443, 445-451, 453-457, 460-464, 469-473, 475-478, 480-481, 483-491, and 493-494 and conservative variants thereof.
In accordance with the invention, a variant polypeptide or protein refers to an amino acid sequence that is altered by the addition, deletion or substitution of one or more amino acids.
The invention includes conservative variant polypeptides. As used herein, the term “conservative variant polypeptide” refers to a polypeptide that has similar structural, chemical or biological properties to the protein it is a conservative variant of. Guidance in determining which amino acid residues can be substituted, inserted, or deleted can be found using computer programs well known in the art such as Vector NTI Suite (InforMax, MD) software. In one embodiment of the invention, conservative variant polypeptides that exhibit at least about 75% sequence identity to their respective reference sequences.
Conservative variant protein includes an “isoform” or “analog” of the polypeptide. Polypeptide isoforms and analogs refers to proteins having the same physical and physiological properties and the same biological function, but whose amino acid sequences differs by one or more amino acids or whose sequence includes a non-natural amino acid.
Polypeptides comprising sequences that differ from the polypeptide sequences of SEQ ID NO: 261-497 as a result of amino acid substitutions, insertions, and/or deletions totaling less than 10% of the total sequence length are contemplated by and encompassed within the present invention.
One aspect of the invention provides conservative variant polypeptides that have the same function in the cell cycle as the proteins of which they are variants, as determined by one or more appropriate assays, such as those described below. The invention includes variant polypeptides that function as cell cycle proteins, such as those having the biological activity of cyclin, cyclin dependent kinase, cyclin dependent kinase inhibitor, histone acetyltransferase, histone deacetylase, peptidyl-prolyl cis-trans isomerase, retinoblastoma-related protein, WEE1-like protein, and WD40 repeat protein, and are thus capable of modulating the cell cycle in a plant. As discussed above, the invention includes variant polynucleotides that encode polypeptides that function as cell cycle proteins.
The activities and physical properties of cell cycle proteins can be examined using any method known in the art. The following examples of assay methods are not exhaustive and are included to provide some guidance in examining the activity and distinguishing protein characteristics of cell cycle protein variants.
CDK activity can be assessed using roscovitine as described in Yamaguchi et al., Proc. Natl. Acad. Sci. U.S.A. 100:8019 (2003). CDK histone kinase activity can be assayed using autoradiography to detect histone H1 phosphorylation by CDK as described in Joubés et al., Plant Physiol. 121:857 (1999).
CKI activity can be assayed using a variation of the method described in Zhou et al., Planta. 6:604 (2003). The modified method can employ co-transformation or subsequent transformations to identify the interaction of CKI and cyclins in vivo. For example, in the first transformation pine tissue can be transformed using the method described in U.S. Patent Application Publication No. 2002/0100083 using geneticin selection to obtain transgenic plants possessing cycD3 and cdc2a homologs. The second transformation can be performed using alpha-methyltryptophan as a selectable marker to obtain transformants having an ICK1 homologue as described in U.S. Provisional Application No. 60/476,189. Tissue capable of growing on both on geneticin and on alpha-methyltryptophan contains the ICK1 homologue and the cycD3 and cdc2a homologues. The CKI activity is determined by comparison of the phenotype of transformants having the cycD3 and cdc2a homologues to the transformants having ICK1 homologue and the cycD3 and cdc2a homologs.
Histone deacetylase activity can be assessed by complementation of the Arabidopsis mutants described in Tian et al., Genetics 165:399 (2003). Histone acetyltransferase activity can be assayed using anacardic acid as described in Balasubramanyam et al., J. Biol. Chem. 278:19134 (2003). Histone acetyltransferase also can be assayed using trichostatin A-treated plant lines as is described in Bhat et al., Plant J. 33:455 (2003). The plant lines described in Bhat et al., supra, also can be used to assay retinoblastoma-related proteins using the co-precipitation method described in Rossi et al., Plant Mol. Biol. 51:401 (2003).
Peptidyl-prolyl isomerase can be assayed as described in Edvardsson et al., FEBS Lett. 542:137 (2003). WD40 proteins can be evaluated based on the possession of the WD40 motif as well as their ability to interact with cdc2. WEE-1 can be assayed using any kinase activity assay known in the art.
2. Methods of Using Cell Cycle Genes, Polynucleotide and Polypeptide Sequences
The present invention provides methods of using plant cell cycle genes and conservative variants thereof. The invention includes methods and constructs for altering expression of plant cell cycle genes and/or gene products for purposes including, but not limited to (i) investigating function during the cell cycle and ultimate effect on plant phenotype and (ii) to effect a change in plant phenotype. For example, the invention includes methods and tools for modifying wood quality, fiber development, cell wall polysaccharide content, fruit ripening, and plant growth and yield by altering expression of one or more plant cell cycle genes.
The invention comprises methods of altering the expression of any of the cell cycle genes and variants discussed above. Thus, for example, the invention comprises altering expression of a cell cycle gene present in the genome of a wild-type plant of a species of Eucalyptus or Pinus. In one embodiment, the cell cycle gene comprises a nucleotide sequence selected from SEQ ID NOs: 1-237, from the subset thereof comprising SEQ ID NOs: SEQ ID NOs: 1-12, 14-58, 60-62, 64-70, 72-75, 77-83, 85-86, 88-91, 93-119, 121-130, 132-148, 150-156, 158-191, 193-207, 209-218, 220-221, 223-231, and 233-237, from the subset thereof comprising SEQ ID NOs: 1-12, 14, 16-26, 30-37, 40-41, 43-76, 78-103, 106, 108-113, 116-121, 124-125, 128-147, 150-152, 154-155, 161-162, 164-172, 174, 177-183, 185-191, 193-197, 200-204, 208-213, and 215-234, from the subset thereof comprising SEQ ID NOs: 1-12, 14, 16-26, 30-37, 40-41, 43-58, 60-62, 64-70, 72-75, 78-83, 85-86, 88-91, 93-103, 106, 108-113, 116-119, 121, 124-125, 128-130, 132-147, 150-152, 154-155, 161-162, 164-172, 174, 177-183, 185-191, 193-197, 200-204, 209-213, 215-218, 220-221, 223-231, and 233-234, or the conservative variants thereof, as discussed above.
Techniques which can be employed in accordance with the present invention to alter gene expression, include, but are not limited to: (i) over-expressing a gene product, (ii) disrupting a gene's transcript, such as disrupting a gene's mRNA transcript; (iii) disrupting the function of a polypeptide encoded by a gene, or (iv) disrupting the gene itself Over-expression of a gene product, the use of antisense RNAs, ribozymes, and the use of double-stranded RNA interference (dsRNAi) are valuable techniques for discovering the functional effects of a gene and for generating plants with a phenotype that is different from a wild-type plant of the same species.
Over-expression of a target gene often is accomplished by cloning the gene or cDNA into an expression vector and introducing the vector into recipient cells. Alternatively, over-expression can be accomplished by introducing exogenous promoters into cells to drive expression of genes residing in the genome. The effect of over-expression of a given gene on cell function, biochemical and/or physiological properties can then be evaluated by comparing plants transformed to over-express the gene to plants that have not been transformed to over-express the gene.
Antisense RNA, ribozyme, and dsRNAi technologies typically target RNA transcripts of genes, usually mRNA. Antisense RNA technology involves expressing in, or introducing into, a cell an RNA molecule (or RNA derivative) that is complementary to, or antisense to, sequences found in a particular mRNA in a cell. By associating with the mRNA, the antisense RNA can inhibit translation of the encoded gene product. The use of antisense technology to reduce or inhibit the expression of specific plant genes has been described, for example in European Patent Publication No. 271988, Smith et al., Nature, 334:724-726 (1988); Smith et. al., Plant Mol. Biol., 14:369-379 (1990)).
A ribozyme is an RNA that has both a catalytic domain and a sequence that is complementary to a particular mRNA. The ribozyme functions by associating with the mRNA (through the complementary domain of the ribozyme) and then cleaving (degrading) the message using the catalytic domain.
RNA interference (RNAi) involves a post-transcriptional gene silencing (PTGS) regulatory process, in which the steady-state level of a specific mRNA is reduced by sequence-specific degradation of the transcribed, usually fully processed mRNA without an alteration in the rate of de novo transcription of the target gene itself. The RNAi technique is discussed, for example, in Elibashir, et al., Methods Enzymol. 26: 199 (2002); McManus & Sharp, Nature Rev. Genetics 3: 737 (2002); PCT application WO 01/75164; Martinez et al., Cell 110: 563 (2002); Elbashir et al., supra; Lagos-Quintana et al., Curr. Biol. 12: 735 (2002); Tuschl et al., Nat. Biotechnol. 20:446 (2002); Tuschl, Chembiochem. 2: 239 (2001); Harborth et al., J. Cell Sci. 114: 4557 (2001); et al., EMBO J. 20:6877 (2001); Lagos-Quintana et al., Science. 294: 8538 (2001); Hutvagner et al., loc cit, 834; Elbashir et al., Nature. 411: 494 (2001).
The present invention provides a DNA construct comprising at least one polynucleotide of SEQ ID NOs: 1-235 or conservative variants thereof, such as the conservative variants discussed above. Any method known in the art can be used to generate the DNA constructs of the present invention. See, e.g. Sambrook et al., supra.
The invention includes DNA constructs that optionally comprise a promoter. Any suitable promoter known in the art can be used. A promoter is a nucleic acid, preferably DNA, that binds RNA polymerase and/or other transcription regulatory elements. As with any promoter, the promoters of the invention facilitate or control the transcription of DNA or RNA to generate an mRNA molecule from a nucleic acid molecule that is operably linked to the promoter. The RNA can encode a protein or polypeptide or can encode an antisense RNA molecule or a molecule useful in RNAi. Promoters useful in the invention include constitutive promoters, inducible promoters, temporally regulated promoters and tissue-preferred promoters.
Examples of useful constitutive plant promoters include: the cauliflower mosaic virus (CaMV) 35S promoter, which confers constitutive, high-level expression in most plant tissues (Odel et al. Nature 313:810(1985)); the nopaline synthase promoter (An et al. Plant Physiol. 88:547 (1988)); and the octopine synthase promoter (Fromm et al., Plant Cell 1: 977 (1989)). It should be noted that, although the CaMV 35S promoter is commonly referred to as a constitutive promoter, some tissue preference can be seen. The use of CaMV 35S is envisioned by the present invention, regardless of any tissue preference which may be exhibited during use in the present invention.
Inducible promoters regulate gene expression in response to environmental, hormonal, or chemical signals. Examples of hormone inducible promoters include auxin-inducible promoters (Baumann et al. Plant Cell 11:323-334(1999)), cytokinin-inducible promoters (Guevara-Garcia, Plant Mol. Biol. 38:743-753(1998)), and gibberellin-responsive promoters (Shi et al. Plant Mol. Biol. 38:1053-1060(1998)). Additionally, promoters responsive to heat, light, wounding, pathogen resistance, and chemicals such as methyl jasmonate or salicylic acid, can be used in the DNA constructs and methods of the present invention.
Tissue-preferred promoters allow for preferred expression of polynucleotides of the invention in certain plant tissue. Tissue-preferred promoters are also useful for directing the expression of antisense RNA or siRNA in certain plant tissues, which can be useful for inhibiting or completely blocking the expression of targeted genes as discussed above. As used herein, vascular plant tissue refers to xylem, phloem or vascular cambium tissue. Other preferred tissue includes apical meristem, root, seed, and flower. In one aspect, the tissue-preferred promoters of the invention are either “xylem-preferred,” “cambium-preferred” or “phloem-preferred,” and preferentially direct expression of an operably linked nucleic acid sequence in the xylem, cambium or phloem, respectively. In another aspect, the DNA constructs of the invention comprise promoters that are tissue-specific for xylem, cambium or phloem, wherein the promoters are only active in the xylem, cambium or phloem.
A vascular-preferred promoter is preferentially active in any of the xylem, phloem or cambium tissues, or in at least two of the three tissue types. A vascular-specific promoter is specifically active in any of the xylem, phloem or cambium, or in at least two of the three. In other words, the promoters are only active in the xylem, cambium or phloem tissue of plants. Note, however, that because of solute transport in plants, a product that is specifically or preferentially expressed in a tissue may be found elsewhere in the plant after expression has occurred.
In another embodiment, the promoter is under temporal regulation, wherein the ability of the promoter to initiate expression is linked to factors such as the stage of the cell cycle or the stage of plant development. For example, the promoter of a cyclin D2 gene may be expressed only during the G1 and early S-phase, and the promoters of particular cyclin genes may be expressed only within the primary vascular poles of the developing seedling.
Additionally, the promoters of particular cell cycle genes may be expressed only within the cambium in developing secondary vasculature. Within the cambium, particular cell cycle gene promoters may be expressed exclusively in the stem or in the root. Moreover, the cell cycle promoters may be expressed only in the spring (for early wood formation) or only in the summer.
A promoter may be operably linked to the polynucleotide. As used in this context, operably linked refers to linking a polynucleotide encoding a structural gene to a promoter such that the promoter controls transcription of the structural gene. If the desired polynucleotide comprises a sequence encoding a protein product, the coding region can be operably linked to regulatory elements, such as to a promoter and a terminator, that bring about expression of an associated messenger RNA transcript and/or a protein product encoded by the desired polynucleotide. In this instance, the polynucleotide is operably linked in the 5′- to 3′-orientation to a promoter and, optionally, a terminator sequence.
Alternatively, the invention provides DNA constructs comprising a polynucleotide in an “antisense” orientation, the transcription of which produces nucleic acids that can form secondary structures that affect expression of an endogenous cell cycle gene in the plant cell. In another variation, the DNA construct may comprise a polynucleotide that yields a double-stranded RNA product upon transcription that initiates RNA interference of a cell cycle gene with which the polynucleotide is associated. A polynucleotide of the present invention can be positioned within a t-DNA, such that the left and right t-DNA border sequences flank or are on either side of the polynucleotide.
It should be understood that the invention includes DNA constructs comprising one or more of any of the polynucleotides discussed above. Thus, for example, a construct may comprise a t-DNA comprising one, two, three, four, five, six, seven, eight, nine, ten, or more polynucleotides.
The invention also includes DNA constructs comprising a promoter that includes one or more regulatory elements. Alternatively, the invention includes DNA constructs comprising a regulatory element that is separate from a promoter. Regulatory elements confer a number of important characteristics upon a promoter region. Some elements bind transcription factors that enhance the rate of transcription of the operably linked nucleic acid. Other elements bind repressors that inhibit transcription activity. The effect of transcription factors on promoter activity can determine whether the promoter activity is high or low, i.e. whether the promoter is “strong” or “weak.”
A DNA construct of the invention can include a nucleotide sequence that serves as a selectable marker useful in identifying and selecting transformed plant cells or plants. Examples of such markers include, but are not limited to, a neomycin phosphotransferase (nptII) gene (Potrykus et al., Mol. Gen. Genet. 199:183-188 (1985)), which confers kanamycin resistance. Cells expressing the nptII gene can be selected using an appropriate antibiotic such as kanamycin or G418. Other commonly used selectable markers include a mutant EPSP synthase gene (Hinchee et al., Bio/Technology 6:915-922 (1988)), which confers glyphosate resistance; and a mutant acetolactate synthase gene (ALS), which confers imidazolinone or sulphonylurea resistance (European Patent Application 154,204, 1985).
The present invention also includes vectors comprising the DNA constructs discussed above. The vectors can include an origin of replication (replicons) for a particular host cell. Various prokaryotic replicons are known to those skilled in the art, and function to direct autonomous replication and maintenance of a recombinant molecule in a prokaryotic host cell.
In one embodiment, the present invention utilizes a pWVR8 vector as described in U.S. Application No. 60/476,222, filed Jun. 6, 2003, or pART27 as described in Gleave, Plant Mol. Biol, 20:1203-27 (1992).
The invention also provides host cells which are transformed with the DNA constructs of the invention. As used herein, a host cell refers to the cell in which a polynucleotide of the invention is expressed. Accordingly, a host cell can be an individual cell, a cell culture or cells that are part of an organism. The host cell can also be a portion of an embryo, endosperm, sperm or egg cell, or a fertilized egg. In one embodiment, the host cell is a plant cell.
The present invention further provides transgenic plants comprising the DNA constructs of the invention. The invention includes transgenic plants that are angiosperms or gymnosperms. The DNA constructs of the present invention can be used to transform a variety of plants, both monocotyledonous (e.g. grasses, corn, grains, oat, wheat and barley), dicotyledonous (e.g., Arabidopsis, tobacco, legumes, alfalfa, oaks, eucalyptus, maple), and Gymnosperms (e.g., Scots pine; see Aronen, Finnish Forest Res. Papers, Vol. 595, 1996), white spruce (Ellis et al., Biotechnology 11:84-89, 1993), and larch (Huang et al., In Vitro Cell 27:201-207, 1991).
The plants also include turfgrass, wheat, maize, rice, sugar beet, potato, tomato, lettuce, carrot, strawberry, cassava, sweet potato, geranium, soybean, and various types of woody plants. Woody plants include trees such as palm oak, pine, maple, fir, apple, fig, plum and acacia. Woody plants also include rose and grape vines.
In one embodiment, the DNA constructs of the invention are used to transform woody plants, i.e., trees or shrubs whose stems live for a number of years and increase in diameter each year by the addition of woody tissue. The invention includes methods of transforming plants including eucalyptus and pine species of significance in the commercial forestry industry such as plants selected from the group consisting of Eucalyptus grandis and its hybrids, and Pinus taeda, as well as the transformed plants and wood and wood pulp derived therefrom. Other examples of suitable plants include those selected from the group consisting of Pinus banksiana, Pinus brutia, Pinus caribaea, Pinus clausa, Pinus contorta, Pinus coulteri, Pinus echinata, Pinus eldarica, Pinus ellioti, Pinus jeffreyi, Pinus lambertiana, Pinus massoniana, Pinus monticola, Pinus nigra, Pinus palustris, Pinus pinaster, Pinus ponderosa, Pinus radiata, Pinus resinosa, Pinus rigida, Pinus serotina, Pinus strobus, Pinus sylvestris, Pinus taeda, Pinus virginiana, Abies amabilis, Abies balsamea, Abies concolor, Abies grandis, Abies lasiocarpa, Abies magnifica, Abies procera, Chamaecyparis lawsoniona, Chamaecyparis nootkatensis, Chamaecyparis thyoides, Juniperus virginiana, Larix decidua, Larix laricina, Larix leptolepis, Larix occidentalis, Larix siberica, Libocedrus decurrens, Picea abies, Picea engelmanni, Picea glauca, Picea mariana, Picea pungens, Picea rubens, Picea sitchensis, Pseudotsuga menziesii, Sequoia gigantea, Sequoia sempervirens, Taxodium distichum, Tsuga canadensis, Tsuga heterophylla, Tsuga mertensiana, Thuja occidentalis, Thuja plicata, Eucalyptus alba, Eucalyptus bancroftii, Eucalyptus botryoides, Eucalyptus bridgesiana, Eucalyptus calophylla, Eucalyptus camaldulensis, Eucalyptus citriodora, Eucalyptus cladocalyx, Eucalyptus coccifera, Eucalyptus curtisii, Eucalyptus dalrympleana, Eucalyptus deglupta, Eucalyptus delagatensis, Eucalyptus diversicolor, Eucalyptus dunnii, Eucalyptus ficifolia, Eucalyptus globulus, Eucalyptus gomphocephala, Eucalyptus gunnii, Eucalyptus henryi, Eucalyptus laevopinea, Eucalyptus macarthurii, Eucalyptus macrorhyncha, Eucalyptus maculata, Eucalyptus marginata, Eucalyptus megacarpa, Eucalyptus melliodora, Eucalyptus nicholii, Eucalyptus nitens, Eucalyptus nova-angelica, Eucalyptus obliqua, Eucalyptus occidentalis, Eucalyptus obtusiflora, Eucalyptus oreades, Eucalyptus pauciflora, Eucalyptus polybractea, Eucalyptus regnans, Eucalyptus resinifera, Eucalyptus robusta, Eucalyptus rudis, Eucalyptus saligna, Eucalyptus sideroxylon, Eucalyptus stuartiana, Eucalyptus tereticornis, Eucalyptus torelliana, Eucalyptus urnigera, Eucalyptus urophylla, Eucalyptus viminalis, Eucalyptus viridis, Eucalyptus wandoo, and Eucalyptus youmanni.
As used herein, the term “plant” also is intended to include the fruit, seeds, flower, strobilus, etc. of the plant. A transformed plant of the current invention can be a direct transfectant, meaning that the DNA construct was introduced directly into the plant, such as through Agrobacterium, or the plant can be the progeny of a transfected plant. The second or subsequent generation plant can be produced by sexual reproduction, i.e., fertilization. Furthermore, the plant can be a gametophyte (haploid stage) or a sporophyte (diploid stage).
As used herein, the term “plant tissue” encompasses any portion of a plant, including plant cells. Plant cells include suspension cultures, callus, embryos, meristematic regions, callus tissue, leaves, roots, shoots, gametophytes, sporophytes, pollen, seeds and microspores. Plant tissues can be grown in liquid or solid culture, or in soil or suitable media in pots, greenhouses or fields. As used herein, “plant tissue” also refers to a clone of a plant, seed, progeny, or propagule, whether generated sexually or asexually, and descendents of any of these, such as cuttings or seeds.
In accordance with one aspect of the invention, a transgenic plant that has been transformed with a DNA construct of the invention has a phenotype that is different from a plant that has not been transformed with the DNA construct.
As used herein, “phenotype” refers to a distinguishing feature or characteristic of a plant which can be altered according to the present invention by integrating one or more DNA constructs of the invention into the genome of at least one plant cell of a plant. The DNA construct can confer a change in the phenotype of a transformed plant by modifying any one or more of a number of genetic, molecular, biochemical, physiological, morphological, or agronomic characteristics or properties of the transformed plant cell or plant as a whole.
In one embodiment, transformation of a plant with a DNA construct of the present invention can yield a phenotype including, but not limited to any one or more of increased drought tolerance, herbicide resistance, reduced or increased height, reduced or increased branching, enhanced cold and frost tolerance, improved vigor, enhanced color, enhanced health and nutritional characteristics, improved storage, enhanced yield, enhanced salt tolerance, enhanced resistance of the wood to decay, enhanced resistance to fungal diseases, altered attractiveness to insect pests, enhanced heavy metal tolerance, increased disease tolerance, increased insect tolerance, increased water-stress tolerance, enhanced sweetness, improved texture, decreased phosphate content, increased germination, increased micronutrient uptake, improved starch composition, improved flower longevity, production of novel resins, and production of novel proteins or peptides.
In another embodiment, the affected phenotype includes one or more of the following traits: propensity to form reaction wood, a reduced period of juvenility, an increased period of juvenility, self-abscising branches, accelerated reproductive development or delayed reproductive development, as compared to a plant of the same species that has not been transformed with the DNA construct.
In a further embodiment, the phenotype that is different in the transgenic plant includes one or more of the following: lignin quality, lignin structure, wood composition, wood appearance, wood density, wood strength, wood stiffness, cellulose polymerization, fiber dimensions, lumen size, other plant components, plant cell division, plant cell development, number of cells per unit area, cell size, cell shape, cell wall composition, rate of wood formation, aesthetic appearance of wood, formation of stem defects, average microfibril angle, width of the S2 cell wall layer, rate of growth, rate of root formation ratio of root to branch vegetative development, leaf area index, and leaf shape.
Phenotype can be assessed by any suitable means. The plants can be evaluated based on their general morphology. Transgenic plants can be observed with the naked eye, can be weighed and their height measured. The plant can be examined by isolating individual layers of plant tissue, namely phloem and cambium, which is further sectioned into meristematic cells, early expansion, late expansion, secondary wall formation, and late cell maturation. See, e.g., Hertzberg, supra. The plants also can be assessed using microscopic analysis or chemical analysis.
Microscopic analysis includes examining cell types, stage of development, and stain uptake by tissues and cells. Fiber morphology, such as fiber wall thickness and microfibril angle of wood pulp fibers can be observed using, for example, microscopic transmission ellipsometry. See Ye and Sundström, Tappi J., 80:181 (1997). Wood strength, density, and grain slope in wet wood and standing trees can be determined by measuring the visible and near infrared spectral data in conjunction with multivariate analysis. See, U.S. Patent Application Publication Nos. 2002/0107644 and 2002/0113212. Lumen size can be measured using scanning electron microscopy. Lignin structure and chemical properties can be observed using nuclear magnetic resonance spectroscopy as described in Marita et al., J. Chem. Soc., Perkin Trans. I 2939 (2001).
The biochemical characteristic of lignin, cellulose, carbohydrates and other plant extracts can be evaluated by any standard analytical method known including spectrophotometry, fluorescence spectroscopy, HPLC, mass spectroscopy, and tissue staining methods.
As used herein, “transformation” refers to a process by which a nucleic acid is inserted into the genome of a plant cell. Such insertion encompasses stable introduction into the plant cell and transmission to progeny. Transformation also refers to transient insertion of a nucleic acid, wherein the resulting transformant transiently expresses the nucleic acid. Transformation can occur under natural or artificial conditions using various methods well known in the art. Transformation can be achieved by any known method for the insertion of nucleic acid sequences into a prokaryotic or eukaryotic host cell, including Agrobacterium-mediated transformation protocols, viral infection, whiskers, electroporation, microinjection, polyethylene glycol-treatment, heat shock, lipofection, and particle bombardment. Transformation can also be accomplished using chloroplast transformation as described in e.g. Svab et al., Proc. Natl Acad. Sci. 87:8526-30 (1990).
In accordance with one embodiment of the invention, transformation in Eucalyptus is performed as described in U.S. Patent Application No. 60/476,222 (supra) which is incorporated herein by reference in its entirety. In accordance with another embodiment, transformation of Pinus is accomplished using the methods described in U.S. Patent Application Publication No. 2002/0100083.
Another aspect of the invention provides methods of obtaining wood and/or making wood pulp from a plant transformed with a DNA construct of the invention. Methods of producing a transgenic plant are provided above and are known in the art. A transformed plant can be cultured or grown under any suitable conditions. For example, pine can be cultured and grown as described in U.S. Patent Application Publication No. 2002/0100083. Eucalyptus can be cultured and grown as in, for example, Rydelius, et al., G
As noted above, the wood or wood pulp obtained in accordance with this invention may demonstrate improved characteristics including, but not limited to any one or more of lignin composition, lignin structure, wood composition, cellulose polymerization, fiber dimensions, ratio of fibers to other plant components, plant cell division, plant cell development, number of cells per unit area, cell size, cell shape, cell wall composition, rate of wood formation, aesthetic appearance of wood, formation of stem defects, rate of growth, rate of root formation ratio of root to branch vegetative development, leaf area index, and leaf shape include increased or decreased lignin content, increased accessibility of lignin to chemical treatments, improved reactivity of lignin, increased or decreased cellulose content increased dimensional stability, increased tensile strength, increased shear strength, increased compression strength, increased shock resistance, increased stiffness, increased or decreased hardness, decreased spirality, decreased shrinkage, and differences in weight, density, and specific gravity.
B. Expression Profiling of Cell Cycle Genes
The present invention also provides methods and tools for performing expression profiling of cell cycle genes. Expression profiling is useful in determining whether genes are transcribed or translated, comparing transcript levels for particular genes in different tissues, genotyping, estimating DNA copy number, determining identity of descent, measuring mRNA decay rates, identifying protein binding sites, determining subcellular localization of gene products, correlating gene expression to a phenotype or other phenomenon, and determining the effect on other genes of the manipulation of a particular gene. Expression profiling is particularly useful for identifying gene expression in complex, multigenic events. For this reason, expression profiling is useful in correlating gene expression to plant phenotype and formation of plant tissues and the interconnection thereof to the cell cycle.
Only a small fraction of the genes of a plant's genome are expressed at a given time in a given tissue sample, and all of the expressed genes may not affect the plant phenotype. To identify genes capable of affecting a phenotype of interest, the present invention provides methods and tools for determining, for example, a gene expression profile at a given point in the cell cycle, a gene expression profile at a given point in plant development, and a gene expression profile a given tissue sample. The invention also provides methods and tools for identifying cell cycle genes whose expression can be manipulated to alter plant phenotype or to alter the biological activity of cell cycle gene products. In support of these methods, the invention also provides methods and tools that distinguish expression of different genes of the same family.
As used herein, “gene expression” refers to the process of transcription of a DNA sequence into an RNA sequence, followed by translation of the RNA into a protein, which may or may not undergo post-translational processing. Thus, the relationship between cell cycle stage and/or developmental stage and gene expression can be observed by detecting, quantitatively or qualitatively, changes in the level of an RNA or a protein. As used herein, the term “biological activity” includes, but is not limited to, the activity of a protein gene product, including enzyme activity.
The present invention provides oligonucleotides that are useful in these expression profiling methods. Each oligonucleotide is capable of hybridizing under a given set of conditions to a cell cycle gene or gene product. In one aspect of the invention, a plurality of oligonucleotides is provided, wherein each oligonucleotide hybridizes under a given set of conditions to a different cell cycle gene product. Examples of oligonucleotides of the present invention include SEQ ID NOs: 471-697. Each of the oligos of SEQ ID NOs 471-697 hybridizes under standard conditions to a different gene product of one of SEQ ID NOs: 1-237. The oligonucleotides of the invention are useful in determining the expression of one or more cell cycle genes in any of the above-described methods.
1. Cell, Tissue, Nucleic Acid, and Protein Samples
Samples for use in methods of the present invention may be derived from plant tissue. Suitable plant tissues include, but are not limited to, somatic embryos, pollen, leaves, stems, calli, stolons, microtubers, shoots, xylem, male strolbili, pollen cones, vascular tissue, apical meristem, vascular cambium, xylem, root, flower, and seed.
According to the present invention “plant tissue” is used as described previously herein. Plant tissue can be obtained from any of the plants types or species described supra.
In accordance with one aspect of the invention, samples are obtained from plant tissue at different stages of the cell cycle, from plant tissue at different developmental stages, from plant tissue at various times of the year (e.g. spring versus summer), from plant tissues subject to different environmental conditions (e.g. variations in light and temperature) and/or from different types of plant tissue and cells. In accordance with one embodiment, plant tissue is obtained during various stages of maturity and during different seasons of the year. For example, plant tissue can be collected from stem dividing cells, differentiating xylem, early developing wood cells, differentiated spring wood cells, and differentiated summer wood cells. As another example, gene expression in a sample obtained from a plant with developing wood can be compared to gene expression in a sample obtained from a plant which does not have developing wood.
Differentiating xylem includes samples obtained from compression wood, side-wood, and normal vertical xylem. Methods of obtaining samples for expression profiling from pine and eucalyptus are known. See, e.g., Allona et al., Proc. Nat'l Acad. Sci. 95:9693-8 (1998) and Whetton et al., Plant Mol. Biol. 47:275-91, and Kirst et al., I
In one embodiment of the invention, gene expression in one type of tissue is compared to gene expression in a different type of tissue or to gene expression in the same type of tissue in a difference stage of development. Gene expression can also be compared in one type of tissue which is sampled at various times during the year (different seasons). For example, gene expression in juvenile secondary xylem can be compared to gene expression in mature secondary xylem. Similarly, gene expression in cambium can be compared to gene expression in xylem. Furthermore, gene expression in apical meristems can be compared to gene expression in cambium.
In an alternative embodiment, differences in gene expression are determined as cells from different tissues advance during the cell cycle. In this method, the cells from the different tissues are synchronized and their gene expression is profiled. Methods of synchronizing the stage of cell cycle in a sample are known. These methods include, e.g., cold acclimation, photoperiod, and aphidicoline. See, e.g., Nagata et al., Int. Rev. Cytol. 132:1-30 (1992), Breyne and Zabeau, Curr. Opin. Plant Biol. 4:136-42, 140 (2001). A sample is obtained during a specific stage of the cell cycle and gene expression in that sample is compared to a sample obtained during a different stage of the cell cycle. For example, tissue can be examined in any of the phases of the cell cycle, such as mitosis, G1, G0, S, and G2. In particular, one can examine the changes in gene expression at the G1, G2, and metaphase checkpoints.
In another embodiment of the invention, a sample is obtained from a plant having a specific phenotype and gene expression in that sample is compared to a sample obtained from a plant of the same species that does not have that phenotype. For example, a sample can be obtained from a plant exhibiting a fast rate of growth and gene expression can be compared with that of a sample obtained from a plant exhibiting a normal or slow rate of growth. Differentially expressed genes identified from such a comparison can be correlated with growth rate and, therefore, useful for manipulating growth rate.
In a further embodiment, a sample is obtained from clonally propagated plants. In one embodiment the clonally propagated plants are of the species Pinus or Eucalyptus. Individual ramets from the same genotype can be sacrificed at different times of year. Thus, for any genotype there can be at least two genetically identical trees sacrificed, early in the season and late in the season. Each of these trees can be divided into juvenile (top) to mature (bottom) samples. Further, tissue samples can be divided into, for example, phloem to xylem, in at least 5 layers of peeling. Each of these samples can be evaluated for phenotype and gene expression. See Entry 196.
Where cellular components may interfere with an analytical technique, such as a hybridization assay, enzyme assay, a ligand binding assay, or a biological activity assay, it may be desirable to isolate the gene products from such cellular components. Gene products, including nucleic acid and amino acid gene products, can be isolated from cell fragments or lysates by any method known in the art.
Nucleic acids used in accordance with the invention can be prepared by any available method or process, or by other processes as they become known in the art. Conventional techniques for isolating nucleic acids are detailed, for example, in Tijssen, L
A suitable nucleic acid sample can contain any type of nucleic acid derived from the transcript of a cell cycle gene, i.e., RNA or a subsequence thereof or a nucleic acid for which an mRNA transcribed from a cell cycle gene served as a template. Suitable nucleic acids include cDNA reverse-transcribed from a transcript, RNA transcribed from that cDNA, DNA amplified from the cDNA, and RNA transcribed from the amplified DNA. Detection of such products or derived products is indicative of the presence and/or abundance of the transcript in the sample. Thus, suitable samples include, but are not limited to, transcripts of the gene or genes, cDNA reverse-transcribed from the transcript, cRNA transcribed from the cDNA, DNA amplified from the genes, and RNA transcribed from amplified DNA. As used herein, the category of “transcripts” includes but is not limited to pre-mRNA nascent transcripts, transcript processing intermediates, and mature mRNAs and degradation products thereof.
It is not necessary to monitor all types of transcripts to practice the invention. For example, the expression profiling methods of the invention can be conducted by detecting only one type of transcript, such as mature mRNA levels only.
In one aspect of the invention, a chromosomal DNA or cDNA library (comprising, for example, fluorescently labeled cDNA synthesized from total cell mRNA) is prepared for use in hybridization methods according to recognized methods in the art. See Sambrook et al., supra.
In another aspect of the invention, mRNA is amplified using, e.g., the MessageAmp kit (Ambion). In a further aspect, the mRNA is labeled with a detectable label. For example, mRNA can be labeled with a fluorescent chromophore, such as CyDye (Amersham Biosciences).
In some applications, it may be desirable to inhibit or destroy RNase that often is present in homogenates or lysates, before use in hybridization techniques. Methods of inhibiting or destroying nucleases are well known. In one embodiment of the invention, cells or tissues are homogenized in the presence of chaotropic agents to inhibit nuclease. In another embodiment, RNase is inhibited or destroyed by heat treatment, followed by proteinase treatment.
Protein samples can be obtained by any means known in the art. Protein samples useful in the methods of the invention include crude cell lysates and crude tissue homogenates. Alternatively, protein samples can be purified. Various methods of protein purification well known in the art can be found in Marshak et al., S
2. Detecting Level of Gene Expression
For methods of the invention that comprise detecting a level of gene expression, any method for observing gene expression can be used, without limitation. Such methods include traditional nucleic acid hybridization techniques, polymerase chain reaction (PCR) based methods, and protein determination. The invention includes detection methods that use solid support-based assay formats as well as those that use solution-based assay formats.
Absolute measurements of the expression levels need not be made, although they can be made. The invention includes methods comprising comparisons of differences in expression levels between samples. Comparison of expression levels can be done visually or manually, or can be automated and done by a machine, using for example optical detection means. Subrahmanyam et al., Blood. 97: 2457 (2001); Prashar et al., Methods Enzymol. 303: 258 (1999). Hardware and software for analyzing differential expression of genes are available, and can be used in practicing the present invention. See, e.g., GenStat Software and GeneExpress® GX Explorer™ Training Manual, supra; Baxevanis & Francis-Ouellette, supra.
In accordance with one embodiment of the invention, nucleic acid hybridization techniques are used to observe gene expression. Exemplary hybridization techniques include Northern blotting, Southern blotting, solution hybridization, and S1 nuclease protection assays.
Nucleic acid hybridization typically involves contacting an oligonucleotide probe and a sample comprising nucleic acids under conditions where the probe can form stable hybrid duplexes with its complementary nucleic acid through complementary base pairing. For example, see PCT application WO 99/32660; Berger & Kimmel, Methods Enzymol. 152: 1 (1987). The nucleic acids that do not form hybrid duplexes are then washed away leaving the hybridized nucleic acids to be detected, typically through detection of an attached detectable label. The detectable label can be present on the probe, or on the nucleic acid sample. In one embodiment, the nucleic acids of the sample are detectably labeled polynucleotides representing the mRNA transcripts present in a plant tissue (e.g., a cDNA library). Detectable labels are commonly radioactive or fluorescent labels, but any label capable of detection can be used. Labels can be incorporated by several approached described, for instance, in WO 99/32660, supra. In one aspect RNA can be amplified using the MessageAmp kit (Ambion) with the addition of aminoallyl-UTP as well as free UTP. The aminoallyl groups incorporated into the amplified RNA can be reacted with a fluorescent chromophore, such as CyDye (Amersham Biosciences)
Duplexes of nucleic acids are destabilized by increasing the temperature or decreasing the salt concentration of the buffer containing the nucleic acids. Under low stringency conditions (e.g., low temperature and/or high salt) hybrid duplexes (e.g., DNA:DNA, RNA:RNA or RNA:DNA) will form even where the annealed sequences are not perfectly complementary. Thus, specificity of hybridization is reduced at lower stringency. Conversely, at higher stringency (e.g., higher temperature and/or lower salt and/or in the presence of destabilizing reagents) hybridization tolerates fewer mismatches.
Typically, stringent conditions for short probes (e.g., 10 to 50 nucleotide bases) will be those in which the salt concentration is at least about 0.01 to 1.0 M at pH 7.0 to 8.3 and the temperature is at least about 30° C. Stringent conditions can also be achieved with the addition of destabilizing agents such as formamide.
Under some circumstances, it can be desirable to perform hybridization at conditions of low stringency, e.g., 6×SSPE-T (0.9 M NaCl, 60 mM NaH2PO4, pH 7.6, 6 mM EDTA, 0.005% Triton) at 37° C., to ensure hybridization. Subsequent washes can then be performed at higher stringency (e.g., 1×SSPE-T at 37° C.) to eliminate mismatched hybrid duplexes. Successive washes can be performed at increasingly higher stringency (e.g., down to as low as 0.25×SSPE-T at 37° C. to 50° C.) until a desired level of hybridization specificity is obtained.
In general, standard conditions for hybridization is a compromise between stringency (hybridization specificity) and signal intensity. Thus, in one embodiment of the invention, the hybridized nucleic acids are washed at successively higher stringency conditions and read between each wash. Analysis of the data sets produced in this manner will reveal a wash stringency above which the hybridization pattern is not appreciably altered and which provides adequate signal for the particular oligonucleotide probes of interest. For example, the final wash may be selected as that of the highest stringency that produces consistent results and that provides a signal intensity greater than approximately 10% of the background intensity.
a. Oligonucleotide Probes
Oligonucleotide probes useful in nucleic acid hybridization techniques employed in the present invention are capable of binding to a nucleic acid of complementary sequence through one or more types of chemical bonds, usually through complementary base pairing via hydrogen bond formation. A probe can include natural bases (i.e., A, G, U, C or T) or modified bases (7-deazaguanosine, inosine, etc.). In addition, the nucleotide bases in the probes can be joined by a linkage other than a phosphodiester bond, so long as it does not interfere with hybridization. Thus, probes can be peptide nucleic acids in which the constituent bases are joined by peptide bonds rather than phosphodiester linkages.
Oligonucleotide probes can be prepared by any means known in the art. Probes useful in the present invention are capable of hybridizing to a nucleotide product of cell cycle genes, such as one of SEQ ID NOs: 1-237. Probes useful in the invention can be generated using the nucleotide sequences disclosed in SEQ ID NOs: 1-237. The invention includes oligonucleotide probes having at least a 2, 10,15, 20, 30, 35, 40, 45, 50, 55, 60, 65, 70, 75, 80, 85, or 100 nucleotide fragment of a corresponding contiguous sequence of any one of SEQ ID NOs: 1-237. The invention includes oligonucleotides of less than 2, 1, 0.5, 0.1, or 0.05 kb in length. In one embodiment, the oligonucleotide is 60 nucleotides in length.
Oligonucleotide probes can be designed by any means known in the art. See, e.g., Li and Stormo, Bioinformatics 17: 1067-76 (2001). Oligonucleotide probe design can be effected using software. Exemplary software includes ArrayDesigner, GeneScan, and ProbeSelect. Probes complementary to a defined nucleic acid sequence can be synthesized chemically, generated from longer nucleotides using restriction enzymes, or can be obtained using techniques such as polymerase chain reaction (PCR). PCR methods are well known and are described, for example, in Innis et al. eds., PCR P
The invention includes oligonucleotide probes that hybridize to a product of the coding region or a 3′ untranslated region (3′ UTR) of a cell cycle gene. In one embodiment, the oligonucleotide probe hybridizes to the 3′UTR of any one of SEQ ID NOs: 1-237. The 3′ UTR is generally a unique region of the gene, even among members of the same family. Therefore, the probes capable of hybridizing to a product of the 3′ UTR can be useful for differentiating the expression of individual genes within a family where the coding region of the genes likely are highly homologous. This allows for the design of oligonucleotide probes to be used as members of a plurality of oligonucleotides, each capable of uniquely binding to a single gene. In another embodiment, the oligonucleotide probe comprises any one of SEQ ID NOs: 471-697. In another embodiment, the oligonucleotide probe consists of any one of SEQ ID NOs:471-697.
b. Oligonucleotide Array Methods
One embodiment of the invention employs two or more oligonucleotide probes in combination to detect a level of expression of one or more cell cycle genes, such as the genes of SEQ ID NOs: 1-237. In one aspect of this embodiment, the level of expression of two or more different genes is detected. The two or more genes may be from the same or different cell cycle gene families discussed above. Each of the two or more oligonucleotides may hybridize to a different one of the genes.
One embodiment of the invention employs two or more oligonucleotide probes, each of which specifically hybridize to a polynucleotide derived from the transcript of a gene provided by SEQ ID NOs: 1-237. Another embodiment employs two or more oligonucleotide probes, at least one of which comprises a nucleic acid sequence of SEQ ID NOs: 471-697. Another embodiment employs two or more oligonucleotide probes, at least one of which consists of SEQ ID NOs: 471-697.
The oligonucleotide probes may comprise from about 5 to about 60, or from about 5 to about 500, nucleotide bases, such as from about 60 to about 100 nucleotide bases, including from about 15 to about 60 nucleotide bases.
One embodiment of the invention uses solid support-based oligonucleotide hybridization methods to detect gene expression. Solid support-based methods suitable for practicing the present invention are widely known and are described, for example, in PCT application WO 95/11755; Huber et al., Anal. Biochem. 299: 24 (2001); Meiyanto et al., Biotechniques. 31: 406 (2001); Relogio et al., Nucleic Acids Res. 30:e51 (2002). Any solid surface to which oligonucleotides can be bound, covalently or non-covalently, can be used. Such solid supports include filters, polyvinyl chloride dishes, silicon or glass based chips, etc.
One embodiment uses oligonucleotide arrays, i.e. microarrays, which can be used to simultaneously observe the expression of a number of genes or gene products. Oligonucleotide arrays comprise two or more oligonucleotide probes provided on a solid support, wherein each probe occupies a unique location on the support. The location of each probe may be predetermined, such that detection of a detectable signal at a given location is indicative of hybridization to an oligonucleotide probe of a known identity. Each predetermined location can contain more than one molecule of a probe, but each molecule within the predetermined location has an identical sequence. Such predetermined locations are termed features. There can be, for example, from 2, 10, 100, 1,000, 2,000 or 5,000 or more of such features on a single solid support. In one embodiment, each oligonucleotide is located at a unique position on an array at least 2, at least 3, at least 4, at least 5, at least 6, or at least 10 times.
Oligonucleotide probe arrays for detecting gene expression can be made and used according to conventional techniques described, for example, in Lockhart et al., Nat'l Biotech. 14: 1675 (1996), McGall et al., Proc. Nat'l Acad. Sci. USA 93: 13555 (1996), and Hughes et al., Nature Biotechnol. 19:342 (2001). A variety of oligonucleotide array designs is suitable for the practice of this invention.
In one embodiment the one or more oligonucleotides include a plurality of oligonucleotides that each hybridize to a different gene expressed in a particular tissue type. For example, the tissue can be developing wood.
In one embodiment, a nucleic acid sample obtained from a plant can be amplified and, optionally labeled with a detectable label. Any method of nucleic acid amplification and any detectable label suitable for such purpose can be used. For example, amplification reactions can be performed using, e.g. Ambion's MessageAmp, which creates “antisense” RNA or “aRNA” (complementary in nucleic acid sequence to the RNA extracted from the sample tissue). The RNA can optionally be labeled using CyDye fluorescent labels. During the amplification step, aaUTP is incorporated into the resulting aRNA. The CyDye fluorescent labels are coupled to the aaUTPs in a non-enzymatic reaction. Subsequent to the amplification and labeling steps, labeled amplified antisense RNAs are precipitated and washed with appropriate buffer, and then assayed for purity. For example, purity can be assay using a NanoDrop spectrophotometer. The nucleic acid sample is then contacted with an oligonucleotide array having, attached to a solid substrate (a “microarray slide”), oligonucleotide sample probes capable of hybridizing to nucleic acids of interest which may be present in the sample. The step of contacting is performed under conditions where hybridization can occur between the nucleic acids of interest and the oligonucleotide probes present on the array. The array is then washed to remove non-specifically bound nucleic acids and the signals from the labeled molecules that remain hybridized to oligonucleotide probes on the solid substrate are detected. The step of detection can be accomplished using any method appropriate to the type of label used. For example, the step of detecting can accomplished using a laser scanner and detector. For example, on can use and Axon scanner which optionally uses GenePix Pro software to analyze the position of the signal on the microarray slide.
Data from one or more microarray slides can analyzed by any appropriate method known in the art.
Oligonucleotide probes used in the methods of the present invention, including microarray techniques, can be generated using PCR. PCR primers used in generating the probes are chosen, for example, based on the sequences of SEQ ID NOs:1-237, to result in amplification of unique fragments of the cell cycle genes (i.e., fragments that hybridize to only one polynucleotide of any one of SEQ ID NOs: 1-237 under standard hybridization conditions). Computer programs are useful in the design of primers with the required specificity and optimal hybridization properties. For example, Li and Stormo, supra at 1075, discuss a method of probe selection using ProbeSelect which selects an optimum oligonucleotide probe based on the entire gene sequence as well as other gene sequences to be probed at the same time.
In one embodiment, oligonucleotide control probes also are used. Exemplary control probes can fall into at least one of three categories referred to herein as (1) normalization controls, (2) expression level controls and (3) negative controls. In microarray methods, one or more of these control probes may be provided on the array with the inventive cell cycle gene-related oligonucleotides.
Normalization controls correct for dye biases, tissue biases, dust, slide irregularities, malformed slide spots, etc. Normalization controls are oligonucleotide or other nucleic acid probes that are complementary to labeled reference oligonucleotides or other nucleic acid sequences that are added to the nucleic acid sample to be screened. The signals obtained from the normalization controls, after hybridization, provide a control for variations in hybridization conditions, label intensity, reading efficiency and other factors that can cause the signal of a perfect hybridization to vary between arrays. In one embodiment, signals (e.g., fluorescence intensity or radioactivity) read from all other probes used in the method are divided by the signal from the control probes, thereby normalizing the measurements.
Virtually any probe can serve as a normalization control. Hybridization efficiency varies, however, with base composition and probe length. Preferred normalization probes are selected to reflect the average length of the other probes being used, but they also can be selected to cover a range of lengths. Further, the normalization control(s) can be selected to reflect the average base composition of the other probes being used. In one embodiment, only one or a few normalization probes are used, and they are selected such that they hybridize well (i.e., without forming secondary structures) and do not match any test probes. In one embodiment, the normalization controls are mammalian genes.
Expression level controls probes hybridize specifically with constitutively expressed genes present in the biological sample. Virtually any constitutively expressed gene provides a suitable target for expression level control probes. Typically, expression level control probes have sequences complementary to subsequences of constitutively expressed “housekeeping genes” including, but not limited to certain photosynthesis genes.
“Negative control” probes are not complementary to any of the test oligonucleotides (i.e., the inventive cell cycle gene-related oligonucleotides), normalization controls, or expression controls. In one embodiment, the negative control is a mammalian gene which is not complementary to any other sequence in the sample.
The terms “background” and “background signal intensity” refer to hybridization signals resulting from non-specific binding or other interactions between the labeled target nucleic acids (i.e., mRNA present in the biological sample) and components of the oligonucleotide array. Background signals also can be produced by intrinsic fluorescence of the array components themselves.
A single background signal can be calculated for the entire array, or a different background signal can be calculated for each target nucleic acid. In a one embodiment, background is calculated as the average hybridization signal intensity for the lowest 5 to 10 percent of the oligonucleotide probes being used, or, where a different background signal is calculated for each target gene, for the lowest 5 to 10 percent of the probes for each gene. Where the oligonucleotide probes corresponding to a particular cell cycle gene hybridize well and, hence, appear to bind specifically to a target sequence, they should not be used in a background signal calculation. Alternatively, background can be calculated as the average hybridization signal intensity produced by hybridization to probes that are not complementary to any sequence found in the sample (e.g., probes directed to nucleic acids of the opposite sense or to genes not found in the sample). In microarray methods, background can be calculated as the average signal intensity produced by regions of the array that lack any oligonucleotides probes at all.
c. PCR-Based Methods
In another embodiment, PCR-based methods are used to detect gene expression. These methods include reverse-transcriptase-mediated polymerase chain reaction (RT-PCR) including real-time and endpoint quantitative reverse-transcriptase-mediated polymerase chain reaction (Q-RTPCR). These methods are well known in the art. For example, methods of quantitative PCR can be carried out using kits and methods that are commercially available from, for example, Applied BioSystems and Stratagene®. See also Kochanowski, Q
Gene expression can also be observed in solution using Q-RTPCR. Q-RTPCR relies on detection of a fluorescent signal produced proportionally during amplification of a PCR product. See Innis et al., supra. Like the traditional PCR method, this technique employs PCR oligonucleotide primers, typically 15-30 bases long, that hybridize to opposite strands and regions flanking the DNA region of interest. Additionally, a probe (e.g., TaqMan®, Applied Biosystems) is designed to hybridize to the target sequence between the forward and reverse primers traditionally used in the PCR technique. The probe is labeled at the 5′ end with a reporter fluorophore, such as 6-carboxyfluorescein (6-FAM) and a quencher fluorophore like 6-carboxy-tetramethyl-rhodamine (TAMRA). As long as the probe is intact, fluorescent energy transfer occurs which results in the absorbance of the fluorescence emission of the reporter fluorophore by the quenching fluorophore. As Taq polymerase extends the primer, however, the intrinsic 5′ to 3′ nuclease activity of Taq degrades the probe, releasing the reporter fluorophore. The increase in the fluorescence signal detected during the amplification cycle is proportional to the amount of product generated in each cycle.
The forward and reverse amplification primers and internal hybridization probe is designed to hybridize specifically and uniquely with one nucleotide derived from the transcript of a target gene. In one embodiment, the selection criteria for primer and probe sequences incorporates constraints regarding nucleotide content and size to accommodate TaqMan® requirements.
SYBR Green® can be used as a probe-less Q-RTPCR alternative to the Taqman®-type assay, discussed above. ABI P
A device measures changes in fluorescence emission intensity during PCR amplification. The measurement is done in “real time,” that is, as the amplification product accumulates in the reaction. Other methods can be used to measure changes in fluorescence resulting from probe digestion. For example, fluorescence polarization can distinguish between large and small molecules based on molecular tumbling (see U.S. Pat. No. 5,593,867).
d. Protein Detection Methods
Proteins can be observed by any means known in the art, including immunological methods, enzyme assays and protein array/proteomics techniques.
Measurement of the translational state can be performed according to several protein methods. For example, whole genome monitoring of protein—the “proteome”—can be carried out by constructing a microarray in which binding sites comprise immobilized, preferably monoclonal, antibodies specific to a plurality of proteins having an amino acid sequence of any of SEQ ID NOs: 261-497 or proteins encoded by the genes of SEQ ID NOs:1-237 or conservative variants thereof. See Wildt et al., Nature Biotechnol. 18: 989 (2000). Methods for making polyclonal and monoclonal antibodies are well known, as described, for instance, in Harlow & Lane, A
Alternatively, proteins can be separated by two-dimensional gel electrophoresis systems. Two-dimensional gel electrophoresis is well-known in the art and typically involves isoelectric focusing along a first dimension followed by SDS-PAGE electrophoresis along a second dimension. See, e.g., Hames et al, G
3. Correlating Gene Expression to Phenotype and Tissue Development
As discussed above, the invention provides methods and tools to correlate gene expression to plant phenotype. Gene expression may be examined in a plant having a phenotype of interest and compared to a plant that does not have the phenotype or has a different phenotype. Such a phenotype includes, but is not limited to, increased drought tolerance, herbicide resistance, reduced or increased height, reduced or increased branching, enhanced cold and frost tolerance, improved vigor, enhanced color, enhanced health and nutritional characteristics, improved storage, enhanced yield, enhanced salt tolerance, enhanced resistance of the wood to decay, enhanced resistance to fungal diseases, altered attractiveness to insect pests, enhanced heavy metal tolerance, increased disease tolerance, increased insect tolerance, increased water-stress tolerance, enhanced sweetness, improved texture, decreased phosphate content, increased germination, increased micronutrient uptake, improved starch composition, improved flower longevity, production of novel resins, and production of novel proteins or peptides.
In another embodiment, the phenotype includes one or more of the following traits: propensity to form reaction wood, a reduced period of juvenility, an increased period of juvenility, self-abscising branches, accelerated reproductive development or delayed reproductive development.
In a further embodiment, the phenotype that is differs in the plants compares includes one or more of the following: lignin quality, lignin structure, wood composition, wood appearance, wood density, wood strength, wood stiffness, cellulose polymerization, fiber dimensions, lumen size, other plant components, plant cell division, plant cell development, number of cells per unit area, cell size, cell shape, cell wall composition, rate of wood formation, aesthetic appearance of wood, formation of stem defects, average microfibril angle, width of the S2 cell wall layer, rate of growth, rate of root formation ratio of root to branch vegetative development, leaf area index, and leaf shape.
Phenotype can be assessed by any suitable means as discussed above.
In a further embodiment, gene expression can be correlated to a given point in the cell cycle, a given point in plant development, and in a given tissue sample. Plant tissue can be examined at different stages of the cell cycle, from plant tissue at different developmental stages, from plant tissue at various times of the year (e.g. spring versus summer), from plant tissues subject to different environmental conditions (e.g. variations in light and temperature) and/or from different types of plant tissue and cells. In accordance with one embodiment, plant tissue is obtained during various stages of maturity and during different seasons of the year. For example, plant tissue can be collected from stem dividing cells, differentiating xylem, early developing wood cells, differentiated spring wood cells, differentiated summer wood cells.
It will be apparent to those skilled in the art that various modifications and variations can be made in the methods and compositions of the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention cover the modifications and variations of this invention provided they come within the scope of the appended claims and their equivalents.
The following examples are given to illustrate the present invention. It should be understood, however, that the invention is not to be limited to the specific conditions or details described in these examples. Throughout the specification, any and all references to a publicly available document, including a U.S. patent, are specifically incorporated by reference.
Example 1 illustrates a procedure for RNA extraction and purification, which is particularly useful for RNA obtained from conifer needle, xylem, cambium, and phloem.
Tissue is obtained from conifer needle, xylem, cambium or phloem. The tissue is frozen in liquid nitrogen and ground. The total RNA is extracted using Concert Plant RNA reagent (Invitrogen). The resulting RNA sample is extracted into phenol:chloroform and treated with DNase. The RNA is then incubated at 65° C. for 2 minutes followed by centrifugation at 4° C. for 30 minutes. Following centrifugation, the RNA is extracted into phenol at least 10 times to remove contaminants.
The RNA is further cleaned using RNeasy columns (Qiagen). The purified RNA is quantified using RiboGreen reagent (Molecular Probes) and purity assessed by gel electrophoresis.
RNA is then amplified using MessageAmp (Ambion). Aminoallyl-UTP and free UTP are added to the in vitro transcription of the purified RNA at a ratio of 4:1 aminoallyl-UTP-to-UTP. The aminoallyl-UTP is incorporated into the new RNA strand as it is transcribed. The amino-allyl group is then reacted with Cy dyes to attach the colorimetric label to the resulting amplified RNA using the Amersham procedure modified for use with RNA. Unincorporated dye is removed by ethanol precipitation. The labeled RNA is quantified spectrophotometrically (NanoDrop). The labeled RNA is fragmented by heating to 95° C. as described in Hughes et al., Nature Biotechnol. 19:342 (2001).
Example 2 illustrates how cell cycle genes important for wood development in Pinus radiata can be determined and how oligonucleotides which uniquely bind to those genes can be designed and synthesized for use on a microarray.
Pine trees of the species Pinus radiata are grown under natural light conditions. Tissue samples are prepared as described in, e.g., Sterky et al., Proc. Nat'l Acad. Sci. 95:13330 (1998). Specifically, tissue samples are collected from woody trees having a height of 5 meters. Tissue samples of the woody trees are prepared by taking tangential sections through the cambial region of the stem. The stems are sectioned horizontally into sections ranging from juvenile (top) to mature (bottom). The stem sections separated by stage of development are further separated into 5 layers by peeling into sections of phloem, differentiating phloem, cambium, differentiating xylem, developing xylem, and mature xylem. Tissue samples, including leaves, buds, shoots, and roots are also prepared from seedlings of the species Pinus radiata.
RNA is isolated and ESTs generated as described in Example 1 or Sterky et al., supra. The nucleic acid sequences of ESTs derived from samples containing developing wood are compared with nucleic acid sequences of genes known to be involved in the plant cell cycle. ESTs from samples that do not contain developing wood are also compared with sequences of genes known to be involved in the plant cell cycle. An in silico hybridization analysis is performed using BLAST (NCBI). Sequences from among the known cell cycle genes that show hybridization in silico to ESTs made from samples containing developing wood, but that do not hybridize to ESTs from samples not containing developing wood are selected for further examination.
cDNA clones containing sequences that hybridize to the genes showing wood-preferred expression are selected from cDNA libraries using techniques well known in the art of molecular biology. Using the sequence information, oligonucleotides are designed such that each oligonucleotide is specific for only one cDNA sequence in the library. The oligonucleotide sequences are provided in Table 14. 60-mer oligonucleotide probes are designed using the method of Li and Stormo, supra or using software such as ArrayDesigner, GeneScan, and ProbeSelect.
The oligonucleotides are then synthesized in situ described in Hughes et al., Nature Biotechnol. 19:324 (2002) or as described in Kane et al., Nucleic Acids Res. 28:4552 (2000) and affixed to an activated glass slide (Sigma-Genosis, The Woodlands, Tex.) using a 5′ amino linker. The position of each oligonucleotide on the slide is known.
Example 3 illustrates how cell cycle genes important for wood development in Eucalyptus grandis can be determined and how oligonucleotides which uniquely bind to those genes can be designed and synthesized for use on a microarray.
Eucalyptus trees of the species Eucalyptus grandis are grown under natural light conditions. Tissue samples are prepared as described in, e.g., Sterky et al., Proc. Nat'l Acad. Sci. 95:13330 (1998). Specifically, tissue samples are collected from woody trees having a height of 5 meters. Tissue samples of the woody trees are prepared by taking tangential sections through the cambial region of the stem. The stems are sectioned horizontally into sections ranging from juvenile (top) to mature (bottom). The stem sections separated by stage of development are further separated into 5 layers by peeling into sections of phloem, differentiating phloem, cambium, differentiating xylem, developing xylem, and mature xylem. Tissue samples, including leaves, buds, shoots, and roots are also prepared from seedlings of the species Pinus radiata.
RNA is isolated and ESTs generated as described in Example 1 or Sterky et al., supra. The nucleic acid sequences of ESTs derived from samples containing developing wood are compared with nucleic acid sequences of genes known to be involved in the plant cell cycle. ESTs from samples that do not contain developing wood are also compared with sequences of genes known to be involved in the plant cell cycle. An in silico hybridization analysis is performed as described in, for example, Audic and Claverie, Genome Res. 7:986 (1997). Sequences from among the known cell cycle genes that show hybridization in silico to ESTs made from samples containing developing wood, but do not hybridize to ESTs from samples not containing developing wood are selected for further examination.
cDNA clones containing sequences that hybridize to the genes showing wood-preferred expression are selected from cDNA libraries using techniques well known in the art of molecular biology. Using the sequence information, oligonucleotides are designed such that each oligonucleotide is specific for only one cDNA sequence in the library. The oligonucleotide sequences are provided in Table 14. 60-mer oligonucleotide probes are designed using the method of Li and Stormo, supra or using software such as ArrayDesigner, GeneScan, and ProbeSelect.
The oligonucleotides are then synthesized in situ described in Hughes et al., Nature Biotechnol. 19:324 (2002) or as described in Kane et al., Nucleic Acids Res. 28:4552 (2000) and affixed to an activated glass slide (Sigma-Genosus, The Woodlands, Tex.) using a 5′ amino linker. The position of each oligonucleotide on the slide is known.
Example 4 illustrates how to detect expression of Pinus radiata cell cycle genes which are important in wood formation using an oligonucleotide microarray prepared as in Example 2. This is an example of a balanced incomplete block designed experiment carried out using aRNA samples prepared from mature-phase phloem (P), cambium (C), expanding xylem found in a layer below the cambium (X1) and differentiating, lignifying xylem cells found deeper in the same growth ring (X2). In this example, cell cycle gene expression is compared among the four samples, namely P, C, X1, and X2.
In the summer, plants of the species Pinus radiata are felled and the bark of the main stem is immediately pulled gently away to reveal the phloem and xylem. The phloem and xylem are then peeled with a scalpel into separate containers of liquid nitrogen. Needles (leaves) and buds from the trees are also harvested with a scalpel into separate containers of liquid nitrogen. RNA is subsequently isolated from the frozen tissue samples as described in Example 1. Equal microgram quantities of total RNA are purified from each sample using RNeasy Mini columns (Qiagen, Valencia, Calif.) according to the manufacturers instructions.
Amplification reactions are carried out for each of the P, C, X1, and X2 tissue samples. Amplification reactions are performed using Ambion's MessageAmp kit, a T7-based amplification procedure, following the manufacturer's instructions, except that labeled aaUTP is added to the reagent mix during in the amplification step. aaUTP is incorporated into the resulting antisense RNA formed during this step. CyDye fluorescent labels are coupled to the aaUTPs in a non-enzymatic reaction as described in Example 1. Labeled amplified antisense RNAs are precipitated and washed, and then assayed for purity using a NanoDrop spectrophotometer. These labeled antisense RNAs, corresponding to the RNA isolated from the P, C, X1, and X2 tissue samples, constitute the sample nucleic acids, which are referred to as the P, C, X1, and X2 samples.
Normalization control samples of known nucleic acids are added to each sample in a dilution series of 500, 200, 100, 50, 25 and 10 pg/μl for quantitation of the signals. Positive controls corresponding to specific genes showing expression in all tissues of pine, such as housekeeping genes, are also added to the plant sample.
Each of four microarray slides is incubated with 125 μL of a P, C, X1 or X2 sample under a coverslip at 42° C. for 16-18 hours. The arrays are washed in 1×SSC, 0.1% SDS for 10 minutes and then in 0.1×SSC, 0.1% SDS for 10 minutes and the allowed to dry.
The array slides are scanned using an Axon laser scanner and analyzed using GenePix Pro software. Data from the microarray slides are subjected to microarray data analysis using GenStat SAS or Spotfire software. Outliers are removed and ratiometric data for each of the datasets are normalized using a global normalization which employs a cubic spline fit applied to correct for differential dye bias and spatial effects. A second transformation is performed to fit control signal ratios to a mean log2=0 (i.e. 1:1 ratio). Normalized data are then subjected to a variance analysis.
Mean signal intensity for each signal at any given position on the microarray slide is determined for each of three of P, C, X1, and X2 sample microarray slides. This mean signal/probe position is compared to the signal at the same position on sample slide which was not used for calculating the mean. For example, a mean signal at a given position is determined for P, C, and X1 and the signal at that position in the X2 microarray slide is compared to the P, C, and X1 mean signal value.
Table 1 shows genes having greater than doubled signal with any one sample as compared to the mean signal of the other three samples.
The data shows that WD40 repeat protein A encodes a WD40 repeat protein is less highly expressed in cambium than in developing xylem, while WD40 repeat protein B encodes a WD40 repeat protein that is more highly expressed in phloem than in the other tissues.
Signal data are then verified with RT-PCR to confirm gene expression in the target tissue of the genes corresponding to the unique oligonucleotides in the probe.
Example 5 demonstrates how one can correlate cell cycle gene expression with agronomically important wood phenotypes such as density, stiffness, strength, distance between branches, and spiral grain.
Mature clonally propagated pine trees are selected from among the progeny of known parent trees for superior growth characteristics and resistance to important fungal diseases. The bark is removed from a tangential section and the trees are examined for average wood density in the fifth annual ring at breast height, stiffness and strength of the wood, and spiral grain. The trees are also characterized by their height, mean distance between major branches, crown size, and forking.
To obtain seedling families that are segregating for major genes that affect density, stiffness, strength, distance between branches, spiral grain and other characteristics that may be linked to any of the genes affecting these characteristics, trees lacking common parents are chosen for specific crosses on the criterion that they exhibit the widest variation from each other with respect to the density, stiffness, strength, distance between branches, and spiral grain criteria. Thus, pollen from a plus tree exhibiting high density, low mean distance between major branches, and high spiral grain is used to pollinate cones from the unrelated plus tree among the selections exhibiting the lowest density, highest mean distance between major branches, and lowest spiral grain. It is useful to note that “plus trees” are crossed such that pollen from a plus tree exhibiting high density are used to pollinate developing cones from another plus tree exhibiting high density, for example, and pollen from a tree exhibiting low mean distance between major branches would be used to pollinate developing cones from another plus tree exhibiting low mean distance between major branches.
Seeds are collected from these controlled pollinations and grown such that the parental identity is maintained for each seed and used for vegetative propagation such that each genotype is represented by multiple ramets. Vegetative propagation is accomplished using micropropagation, hedging, or fascicle cuttings. Some ramets of each genotype are stored while vegetative propagules of each genotype are grown to sufficient size for establishment of a field planting. The genotypes are arrayed in a replicated design and grown under field conditions where the daily temperature and rainfall are measured and recorded.
The trees are measured at various ages to determine the expression and segregation of density, stiffness, strength, distance between branches, spiral grain, and any other observable characteristics that may be linked to any of the genes affecting these characteristics. Samples are harvested for characterization of cellulose content, lignin content, cellulose microfibril angle, density, strength, stiffness, tracheid morphology, ring width, and the like. Samples are also examined for gene expression as described in Example 4. Ramets of each genotype are compared to ramets of the same genotype at different ages to establish age:age correlations for these characteristics.
Example 6 demonstrates how the stage of plant development and responses to environmental conditions such as light and season can be correlated to cell cycle gene expression using microarrays prepared as in Example 4. In particular, the changes in gene expression associated with wood density are examined.
Trees of three different clonally propagated Eucalyptus grandis hybrid genotypes are grown on a site with a weather station that measures daily temperatures and rainfall. During the spring and subsequent summer, genetically identical ramets of the three different genotypes are first photographed with north-south orientation marks, using photography at sufficient resolution to show bark characteristics of juvenile and mature portions of the plant, and then felled as in Example 4. The age of the trees is determined by planting records and confirmed by a count of the annual rings. In each of these trees, mature wood is defined as the outermost rings of the tree below breast height, and juvenile wood as the innermost rings of the tree above breast height. Each tree is accordingly sectored as follows:
NM—NORTHSIDE MATURE
SM—SOUTHSIDE MATURE
NT—NORTHSIDE TRANSITION
ST—SOUTHSIDE TRANSITION
NJ—NORTHSIDE JUVENILE
SJ—SOUTHSIDE JUVENILE
Tissue is harvested from the plant trunk as well as from juvenile and mature form leaves. Samples are prepared simultaneously for phenotype analysis, including plant morphology and biochemical characteristics, and gene expression analysis. The height and diameter of the tree at the point from which each sector was taken is recorded, and a soil sample from the base of the tree is taken for chemical assay. Samples prepared for gene expression analysis are weighed and placed into liquid nitrogen for subsequent preparation of RNA samples for use in the microarray experiment. The tissues are denoted as follows:
P—phloem
C—cambium
X1—expanding xylem
X2—differentiating and lignifying xylem
Thin slices in tangential and radial sections from each of the sectors of the trunk are fixed as described in Ruzin, Plant Microtechnique and Microscopy, Oxford University Press, Inc., New York, N.Y. (1999) for anatomical examination and confirmation of wood developmental stage. Microfibril angle is examined at the different developmental stages of the wood, for example juvenile, transition and mature phases of Eucalyptus grandis wood. Other characteristics examined are the ratio of fibers to vessel elements and ray tissue in each sector. Additionally, the samples are examined for characteristics that change between juvenile and mature wood and between spring wood and summer wood, such as fiber morphology, lumen size, and width of the S2 (thickest) cell wall layer. Samples are further examined for measurements of density in the fifth ring and determination of modulus of elasticity using techniques well known to those skilled in the art of wood assays. See, e.g., Wang, et al., Non-destructive Evaluations of Trees, E
For biochemical analysis, 50 grams from each of the harvest samples are freeze-dried and analyzed, using biochemical assays well known to those skilled in the art of plant biochemistry for quantities of simple sugars, amino acids, lipids, other extractives, lignin, and cellulose. See, e.g., Pettersen & Schwandt, J. Wood Chem. & Technol. 11:495 (1991).
In the present example, the phenotypes chosen for comparison are high density wood, average density wood, and low density wood. Nucleic acid samples are prepared as described in Example 3, from trees harvested in the spring and summer. Gene expression profiling by hybridization and data analysis is performed as described in Examples 3 and 4.
Using similar techniques and clonally propagated individuals one can examine cell cycle gene expression as it is related to other complex wood characteristics such as strength, stiffness and spirality.
Example 7 demonstrates the ability of the oligonucleotide probes of the invention to distinguish between highly homologous members of a family of cell cycle genes. Hybridization to a particular oligonucleotide on the array identifies a unique WD40 gene that is expressed more strongly in a genotype having a higher density wood than in observed in other genotypes examined. The WD40 gene is also expressed more strongly in mature wood than in juvenile wood and more strongly in summer wood than in spring wood. This gene is not found to be expressed at high levels either in leaves or buds.
The gene expression pattern is confirmed by RT-PCR. This gene, the putative “density-related” gene, is used for in situ hybridization of fixed radial sections. The density-related WD40 gene hybridizes most strongly to the vascular cambium in regions of the stem where the xylem is comprised primarily of fibers with few vessel elements and few xylem ray cells.
These results suggest that the WD40 gene product functions in radial cell division, which occurs in the cambium and results in diameter growth, rather than in axial cell division such as may be important in the apex or leaves. Such a gene would be difficult to identify by cDNA microarrays or other traditional hybridization means because the highly conserved regions present in the gene would result in confusing it with genes encoding enzymes having similar catalytic functions, but acting in axial or radial divisions. Furthermore, from the sequence similarity-based annotation suggesting a function of this gene product in cell division and the observation of this microarray hybridization pattern, confirmed by RT-PCR and in silico hybridization, this gene product functions specifically in developing secondary xylem to guide the cell division patterns of fibers, such that higher expression of this gene results in greater fiber production relative to vessel element or ray production. The fiber content is correlated with a principal components analysis (PCA) variable that accounts for at least 10% of the variation in basic density.
Example 8 demonstrates how the use of oligonucleotide probes of the invention can be used to identify one wood “density related” WD40 repeat protein gene and its promoter from among the family of homologous genes. Further, this example demonstrates how a promoter sequence identified using this method is used to transform other hardwood species to result in increased diameter growth rates as compared to wild-type plants of the same species.
The sequence of the WD40 gene is used to probe a Genome Walker library in order to isolate 5′ flanking sequences comprising a promoter region. The promoter region is then operably linked to a beta-glucuronidase reporter gene and cloned into a binary vector for transformation into Eucalyptus using the method described in U.S. Application Ser. No. 60/476,222. Regenerated transgenic tobacco and Eucalyptus plants are then sectioned and stained using X-gluc, demonstrating that the microarray data results in isolation of a promoter capable of highly cambial-specific expression solely in those portions of the stem that develop more fibers than vessel elements or xylem rays.
Using techniques well known to those skilled in the art of molecular biology, the promoter is then operably linked to a cell division promoting gene and this construct placed in a binary vector for transformation into hardwood plants such as Sweetgum and Populus, such that the cell division promoting gene is expressed more strongly than normally in the vascular cambium. This results in increased diameter growth rate in the transgenic hardwood plants relative to control hardwood plants.
Example 9 demonstrates how a density related polypeptide can be linked to a tissue-preferred promoter and expressed in pine resulting in a plant with increased wood density.
A density-related polypeptide, which is more highly expressed during the early spring, is identified by the method described in Example 7. A DNA construct having the density-related polypeptide operably linked to a promoter is placed into an appropriate binary vector and transformed into pine using the method of Connett et al. (U.S. patent application Ser. Nos. 09/973,088 and 09/973,089). Pine plants are transformed as described in Connett et al., supra, and the transgenic pine plants are used to establish a forest planting. Increased density even in the spring wood (early wood) is observed in the transgenic pine plants relative to control pine plants which are not transformed with the density related DNA construct.
Using techniques well known to those skilled in the art of molecular biology, the sequence of the putative density-related gene isolated in Example 7 is analyzed in genomic DNA isolated from alfalfa. This enables the identification of an orthologue in alfalfa whose sequence is then used to create an RNAi knockout construct. This construct is then transformed into alfalfa. See, e.g., Austin et al., Euphytica 85, 381 1995. The regenerated transgenic plants show lower fiber content and increased ray cells content in the xylem. Such properties improved digestability which results in higher growth rates in cattle fed on this alfalfa as compared to wild-type alfalfa of the same species.
Example 11 demonstrates how gene expression analysis can be used to find gene variants which are present in mature plants having a desirable phenotype. The presence or absence of such a variant can be used to predict the phenotype of a mature plant, allowing screening of the plants at the seedling stage. Although this example employs eucalyptus, the method used herein is also useful in breeding programs for pine and other tree species.
The sequence of a putative density-related gene is used to probe genomic DNA isolated from Eucalyptus that vary in density as described in previous examples. Non-transgenically produced Eucalyptus hybrids of different wood phenotypes are examined. One hybrid exhibits high wood density and another hybrid exhibits lower wood density. A molecular marker in the 3′ portion of the coding region is found which distinguishes a high-density gene variant from a lower density gene variant.
This molecular marker enables tree breeders to assay non-transgenic Eucalyptus hybrids for likely density profiles while the trees are still at seedling stage, whereas in the absence of the marker, tree breeders must wait until the trees have grown for multiple years before density at harvest age can be reliably predicted. This enables selective outplanting of the best trees at seedling stage rather than an expensive culling operation and resultant erosion at thinning age. This molecular marker is further useful in the breeding program to determine which parents will give rise to high density outcross progeny.
Molecular markers found in the 3′ portion of the coding region of the gene that do not correspond to variants seen more frequently in higher or lower wood density non-transgenic Eucalyptus hybrid trees are also useful. These markers are found to be useful for fingerprinting different genotypes of Eucalyptus, for use in identity-tracking in the breeding program and in plantations.
This Example describes microarrays for identifying gene expression differences that contribute to the phenotypic characteristics that are important in commercial wood, namely wood appearance, stiffness, strength, density, fiber dimensions, coarseness, cellulose and lignin content, extractives content and the like.
As in Examples 2-4, woody trees of genera that produce commercially important wood products, in this case Pinus and Eucalyptus, are felled from various sites and at various times of year for the collection and isolation of RNA from developing xylem, cambium, phloem, leaves, buds, roots, and other tissues. RNA is also isolated from seedlings of the same genera.
All contigs are compared to both the ESTs made from RNA isolated from samples containing developing wood and the sequences of the ESTs made from RNA of various tissues that do not contain developing wood. Contigs containing primarily ESTs that show more hybridization in silico to ESTs made from RNA isolated from samples containing developing wood than to ESTs made from RNA isolated from samples not containing developing wood are determined to correspond to possible novel genes particularly expressed in developing wood. These contigs are then used for BLAST searches against public domain sequences. Those contigs that hybridize with high stringency to no known genes or genes annotated as having only a “hypothetical protein” are selected for the next step. These contigs are considered putative novel genes showing wood-preferred expression.
The longest cDNA clones containing sequences hybridizing to the putative novel genes showing wood-preferred expression are selected from cDNA libraries using techniques well known to those skilled in the art of molecular biology. The cDNAs are sequenced and full-length gene-coding sequences together with untranslated flanking sequences are obtained where possible. Stretches of 45-80 nucleotides (or oligonucleotides) are selected from each of the sequences of putative novel genes showing wood-preferred expression such that each oligonucleotide probe hybridizes at high stringency to only one sequence represented in the ESTs made from RNA isolated from trees or seedlings of the same genus.
Oligomers are then chemically synthesized and placed onto a microarray slide as described in Example 3. Each oligomer corresponds to a particular sequence of a putative novel gene showing wood-preferred expression and to no other gene whose sequence is represented among the ESTs made from RNA isolated from trees or seedlings of the same genus.
Sample preparation and hybridization are carried out as in Example 4. The technique used in this example is more effective than use of a microarray using cDNA probes because the presence of a signal represents significant evidence of the expression of a particular gene, rather than of any of a number of genes that may contain similarities to the cDNA due to conserved functional domains or common evolutionary history. Thus, it is possible to differentiate homologous genes, such as those in the same family, but which may have different functions in phenotype determination.
Thus hybridization data, gained using the method of Example 4, enable the user to identify which of the putative novel genes actually has a pattern of coordinate expression with known genes, a pattern of expression consistent with a particular developmental role, and/or a pattern of expression that suggests that the gene has a promoter that drives expression in a valuable way.
The hybridization data thus using this method can be used, for example, to identify a putative novel gene that shows an expression pattern particular to the tracheids with the lowest cellulose microfibril angle in developing spring wood (early wood). The promoter of this gene can also be isolated as in Example 8, and operably linked to a gene that has been shown as in Example 9 to be associated with late wood (summer wood). Transgenic pine plants containing this construct are generated using the methods of Example 9, and the early wood of these plants is then shown to display several characteristics of late wood, such as higher microfibril angle, higher density, smaller average lumen size, etc.
Example 13 demonstrates the use of a cambium-specific promoter functionally linked to a cell cycle gene for increased plant biomass.
Cambium-specific cell cycle transcripts are identified via array analyses of different secondary vasculature layers as described in Example 4. Candidate promoters linked to the genes corresponding to these transcripts are cloned from pine genomic DNA using, e.g., the BD Clontech GenomeWalker kit and tested in transgenic tobacco via a reporter assay(s) for cambium specificity/preference. The cambium-specific promoter overexpressing a cell cycle gene involved in secondary xylem cell division is used to increased wood biomass. A tandem cambium-specific promoter is constructed driving the cell cycle ORF. Boosted transcript levels of the candidate cell cycle gene result in an increased xylem biomass phenotype.
Isolation and Characterization of cDNA Clones from Eucalyptus Grandis
Eucalyptus grandis cDNA expression libraries were prepared from mature shoot buds, early wood phloem, floral tissue, leaf tissue (two independent libraries), feeder roots, structural roots, xylem or early wood xylem and were constructed and screened as follows.
Total RNA was extracted from the plant tissue using the protocol of Chang et al. (Plant Molecular Biology Reporter 11:113-116 (1993). mRNA was isolated from the total RNA preparation using either a Poly(A) Quik mRNA Isolation Kit (Stratagene, La Jolla, Calif.) or Dynal Beads Oligo (dT)25 (Dynal, Skogen, Norway). A cDNA expression library was constructed from the purified mRNA by reverse transcriptase synthesis followed by insertion of the resulting cDNA clones in Lambda ZAP using a ZAP Express cDNA Synthesis Kit (Stratagene), according to the manufacturer's protocol. The resulting cDNAs were packaged using a Gigapack II Packaging Extract (Stratagene) using an aliquot (1-5 αl) from the 5 μl ligation reaction dependent upon the library. Mass excision of the library was done using XL1-Blue MRF′ cells and XLOLR cells (Stratagene) with ExAssist helper phage (Stratagene). The excised phagemids were diluted with NZY broth (Gibco BRL, Gaithersburg, Md.) and plated out onto LB-kanamycin agar plates containing X-gal and isopropylthio-beta-galactoside (IPTG).
Of the colonies plated and selected for DNA miniprep, 99% contained an insert suitable for sequencing. Positive colonies were cultured in NZY broth with kanamycin and cDNA was purified by means of alkaline lysis and polyethylene glycol (PEG) precipitation. Agarose gel at 1% was used to screen sequencing templates for chromosomal contamination. Dye primer sequences were prepared using a Turbo Catalyst 800 machine (Perkin Elmer/Applied Biosystems Division, Foster City, Calif.) according to the manufacturer's protocol.
DNA sequence for positive clones was obtained using a Perkin Elmer/Applied Biosystems Division Prism 377 sequencer. cDNA clones were sequenced first from the 5′ end and, in some cases, also from the 3′ end. For some clones, internal sequence was obtained using either Exonuclease III deletion analysis, yielding a library of differentially sized subclones in pBK-CMV, or by direct sequencing using gene-specific primers designed to identified regions of the gene of interest.
The determined cDNA sequences were compared with known sequences in the EMBL database using the computer algorithms FASTA and/or BLASTN. Multiple alignments of redundant sequences were used to build reliable consensus sequences. Based on similarity to known sequences from other plant species, the isolated polynucleotide sequences were identified as encoding transcription factors, as detailed herein. The predicted polypeptide sequences corresponding to the polynucleotide sequences are also depicted therein.
Isolation and Characterization of cDNA Clones from Pinus Radiata
Pinus radiata cDNA expression libraries (prepared from either shoot bud tissue, suspension cultured cells, early wood phloem (two independent libraries), fascicle meristem tissue, male strobilus, root (unknown lineage), feeder roots, structural roots, female strobilus, cone primordia, female receptive cones and xylem (two independent libraries) were constructed and screened as described above in Example 14.
DNA sequence for positive clones was obtained using forward and reverse primers on a Perkin Elmer/Applied Biosystems Division Prism 377 sequencer and the determined sequences were compared to known sequences in the database as described above.
Based on similarity to known sequences from other plant species, the isolated polynucleotide sequences were identified as encoding transcription factors, as detailed herein. The predicted polypeptide sequences corresponding to the polynucleotide sequences are also depicted therein.
5′ RACE Isolation
To identify additional sequence 5′ or 3′ of a partial cDNA sequence in a cDNA library, 5′ and 3′ rapid amplification of cDNA ends (RACE) was performed using the SMART RACE cDNA amplification kit (Clontech Laboratories, Palo Alto, Calif.). Generally, the method entailed first isolating poly(A) mRNA, performing first and second strand cDNA synthesis to generate double stranded cDNA, blunting cDNA ends, and then ligating of the SMART RACE. Adaptor to the cDNA to form a library of adaptor-ligated ds cDNA. Gene-specific primers were designed to be used along with adaptor specific primers for both 5′ and 3′ RACE reactions. Using 5′ and 3′ RACE reactions, 5′ and 3′ RACE fragments were obtained, sequenced, and cloned. The process may be repeated until 5′ and 3′ ends of the full-length gene were identified. A full-length cDNA may generated by PCR using primers specific to 5′ and 3′ ends of the gene by end-to-end PCR.
For example, to amplify the missing 5′ region of a gene from first-strand cDNA, a primer was designed 5′→3′ from the opposite strand of the template sequence, and from the region between ˜100-200 bp of the template sequence. A successful amplification should give an overlap of ˜100 bp of DNA sequence between the 5′ end of the template and PCR product.
RNA was extracted from four pine tissues, namely seedling, xylem, phloem and structural root using the Concert Reagent Protocol (Invitrogen, Carlsbad, Calif.) and standard isolation and extraction procedures. The resulting RNA was then treated with DNase, using 10 U/ul DNase I (Roche Diagnostics, Basel, Switzerland). For 100 μg of RNA, 9 μl 10× DNase buffer (Invitrogen, Carlsbad, Calif.), 10 μl of Roche DNase I and 90 μl of Rnase-free water was used. The RNA was then incubated at room temperature for 15 minutes and 1/10 volume 25 mM EDTA is added. A RNeasy mini kit (Qiagen, Venlo, The Netherlands) was used for RNA clean up according to manufacturer's protocol.
To synthesize cDNA, the extracted RNA from xylem, phloem, seedling and root was used and the SMART RACE cDNA amplification kit (Clontech Laboratories Inc, Palo Alto, Calif.) was followed according to manufacturer's protocol. For the RACE PCR, the cDNA from the four tissue types was combined. The master mix for PCR was created by combining equal volumes of cDNA from xylem, phloem, root and seedling tissues. PCR reactions were performed in 96 well PCR plates, with 1 μl of primer from primer dilution plate (10 mM) to corresponding well positions. 49 μl of master mix is aliquoted into the PCR plate with primers. Thermal cycling commenced on a GeneAmp 9700 (Applied Biosystems, Foster City, Calif.) at the following parameters:
94° C. (5 sec),
72° C. (3 min), 5 cycles;
94° C. (5 sec),
70° C. (10 sec),
72° C. (3 min), 5 cycles;
94° C. (5 sec),
68° C. (10 sec),
72° C. (3 min), 25 cycles.
cDNA was separated on an agarose gel following standard procedures. Gel fragments were excised and eluted from the gel by using the Qiagen 96-well Gel Elution kit, following the manufacturer's instructions.
PCR products were ligated into pGEMTeasy (Promega, Madison, Wis.) in a 96 well plate overnight according to the following specifications: 60-80 ng of DNA, 5 μl 2× rapid ligation buffer, 0.5 μl pGEMT easy vector, 0.1 μl DNA ligase, filled to 10 μl with water, and incubated overnight.
Each clone was transformed into E. coli following standard procedures and DNA was extracted from 12 clones picked by following standard protocols. DNA extraction and the DNA quality was verified on an 1% agarose gel. The presence of the correct size insert in each of the clones was determined by restriction digests, using the restriction endonuclease EcoRI, and gel electrophoresis, following standard laboratory procedures.
Curation of an EST Sequence.
During the production of cDNA libraries, the original transcripts or their DNA counterparts may have features that prevent them from coding for functional proteins. There may be insertions, deletions, base substitutions, or unspliced or improperly spliced introns. If such features exist, it is often possible to identify them so that they can be changed. Similar curation can be performed on any other sequences that have homology to sequences in the public databases.
After determination of the DNA sequence, BLAST analysis shows that it is related to an Arabidopsis gene on the publicly available Arabidopsis genome sequence). However, instead of coding for an approximately 240 amino acid polypeptide, the consensus being curated is predicted to code for a product of only 157 amino acid residues, suggesting an error in the DNA sequence. To identify where the genuine coding region might be, the DNA sequence to the end of each EST is translated in each of the three reading frames and the predicted sequences are aligned with the Arabidopsis gene's amino acid sequence. It is found that the DNA segment in one portion of the EST codes for a sequence with similarity to the carboxyl terminus of the Arabidopsis gene. Therefore, it appears that an unspliced intron is present in the EST.
Unspliced introns are a relatively minor issue with regard to use of a cloned sequence for overexpression of the gene of interest. The RNA resulting from transcription of the cDNA can be expected to undergo normal processing to remove the intron. Antisense and RNAi constructs are also expected to function to suppress the gene of interest. On other occasions, it may be desirable to identify the precise limits of the intron so that it can be removed. When the sequence in question has a published sequence that is highly similar, it may be possible to find the intron by aligning the two sequences and identifying the locations where the sequence identity falls off, aided by the knowledge that introns start with the sequence GT and end with the sequence AG.
When there is some doubt about the site of the intron because highly similar sequences are not available, the intron location can be verified experimentally. For example, DNA oligomers can be synthesized flanking the region where the suspected intron is located. RNA from the source species, either Pinus or Eucalyptus, is isolated and used as a template to make cDNA using reverse transcriptase. The selected primers are then used in a PCR reaction to amplify the correctly spliced DNA segment (predicted size of approximately 350 by smaller than the corresponding segment of the original consensus) from the population of cDNAs. The amplified segment is then subjected to sequence analysis and compared to the consensus sequence to identify the differences.
The same procedure can be used when an alternate splicing event (partial intron remaining, or partial loss of an exon) is suspected. When an EST has a small change, such as insertion or deletion of a small number of bases, computer analysis of the EST sequence can still indicate its location when a translation product of the wrong size is predicted or if there is an obvious frameshift. Verification of the true sequence is done by synthesis of primers, production of new cDNA, and PCR amplification as described above.
Transformation of Populus deltoides with constructs containing cell cycle genes.
Constructs made as described in the preceding example and shown in Table 2 below were each inoculated into Agrobacterium cultures by standard techniques.
Table 2 identifies plasmid(s), genes, and Genesis ID numbers for constructions described in Example 17.
Populus deltoides stock plant cultures were maintained on DKW medium (Driver and Kuniyuki, 1984, McGranahan et al. 1987, available commercially from Sigma/Aldrich) with 2.5 uM zeatin in a growth room with a 16 h photoperiod. For transformation, petioles were excised aseptically using a sharp scalpel blade from the stock plants, cut into 4-6 mm lengths, placed on DKW medium with 1 ug/ml BAP and 1 ug/ml NAA immediately after harvest, and incubated in a dark growth chamber (28 degrees) for 24 hours.
Agrobacterium cultures containing the desired constructs were grown to log phase, indicated by an OD600 between 0.8-1.0 A, then pelleted and resuspended in an equal volume of Agrobacterium Induction Medium (AIM), which contains Woody Plant Medium salts (Lloyd, G., and McCown, B., 1981. Woody plant medium. Proc. Intern. Plant Prop. Soc. 30:421, available commercially from Sigma/Aldrich), 5 g/L glucose and 0.6 g/L MES at pH 5.8, with the addition of 1 ul of a 100 mM stock solution of acetosyringone per ml of AIM. The pellet was resuspended by vortexing. The bacterial cells were incubated for an hour in this medium at 28 degrees C. in an environmental chamber, shaking at 100 rpm.
After the induction period, Populus deltoides explants were exposed to the Agrobacterium mixture for 15 minutes. The explants were then lightly blotted on sterile paper towels, replaced onto the same plant medium and cultured in the dark at 18-20 degrees C. After a three-day co-cultivation period, the explants were transferred to DKW medium in which the NAA concentration was reduced to 0.1 ug/ml and to which was added 400 mg/L timentin to eradicate the Agrobacterium.
After 4 days on eradication medium, explants were transferred to small magenta boxes containing the same medium supplemented with timentin (400 mg/L) as well as the selection agent geneticin (50 mg/L). Explants were transferred every two weeks to fresh selection medium. Calli that grow in the presence of selection were isolated and sub-cultured to fresh selection medium every three weeks. Calli were observed for the production of adventitious shoots.
Adventitious shoots were normally observed within two months from the initiation of transformation. These shoot clusters were transferred to DKW medium to which no NAA was added, and in which the BAP concentration was reduced to 0.5 ug.ml, for shoot elongation, typically for about 14 weeks. Elongated shoots were excised and transferred to BTM medium (Chalupa, Communicationes Instituti Forestalis Checosloveniae 13:7-39, 1983, available commercially from Sigma/Aldrich) at pH5.8, containing 20 g/l sucrose and 5 g/l activated charcoal. See Table 3 below.
After development of roots, typically four weeks, transgenic plants were propagated in the greenhouse by rooted cutting methods, or in vitro through axillary shoot induction for four weeks on DKW medium containing 11.4 uM zeatin, after which the multiplied shoots were separated and transferred to root induction medium. Rooted plants were transferred to soil for evaluation of growth in glasshouse and field conditions.
Production of disproportionately large leaves mediated by ectopic expression of certain cyclin D genes
Approximately 100 explants of Populus deltoides per construct were transformed with pGRW16 and pGRW19, which contain genes that are normally show preferred expression in the vasculature, driven by a constitutive promoter (the Pinus radiata superubiquitin promoter). Upon regeneration, many of the ramets of many of the translines were observed to have disproportionately large leaves relative to control plants. The leaves were both longer and broader than those of control plants.
Disproportionately large leaves could be a very useful early indicator of growth potential large leaf size and thus high growth potential. Lage leaf size can be a function of either increased numbers of leaf cells or increased leaf cell size or both.
Production of unusual vascular development mediated by ectopic expression of a cyclin D gene.
Approximately 100 explants of Populus deltoides per construct were transformed with pGRW18. Multiple transgenic lines regenerated from this experiment showed a very unique pleiotropic phenotype. Leaves of these transgenic lines symmetrically folded on both sides of the midrib down the entire length of the leaf. Many petioles of these lines spiraled, and in many cases turned 360 degrees, in a right-handed fashion towards the leaf. The stem showed some thickening and slight bending near the middle.
One ramet of the transgenic line TDL002534 showing these phenotypes was sacrificed to investigate these aberrancies at the tissue level. Transverse sections of a curling petiole stained with toluidine blue revealed retardation of vascular development, but the presence of additional vascular cylinders developing as indicated by the black arrows. The xylem and phloem within the vascular cylinders of the curling petiole appeared to be developmentally similar and spatially oriented correctly. Longitudinal sections of straight and curled petioles may offer an explanation for the spiraling phenomenon. Curled petioles showed more elongated cells on the outside turn of the curl and more compressed cells on the opposite side of the petiole.
Perhaps the most striking phenotype was identified in the leaves. As with the petioles, aberrant vascular development was noted, comprising additional forming vascular cylinders lateral to the larger midrib. In some sections almost fully-formed veins could be seen immediately adjacent to the midrib. In all instances where the folding phenotype was noted, this type of leaf configuration was associated with the phenotype.
The development of additional vascular cylinders in the space where normally a small number of vascular bundles or a single midrib are seen is indicative of unusual cell division activity at the level of early vascular development. Thus, this gene expressed under the control of a vascular-preferred promoter rather than a constitutive promoter could have utility in increasing cell division in later vascular development, creating additional wood.
This example illustrates how polynucleotides important for wood development in P. radiata can be determined and how oligonucleotides which uniquely bind to those genes can be designed and synthesized for use on a microarray.
Open pollinated trees of approximately 16 years of age are selected from plantation-grown sites, in the United States for loblolly pine, and in New Zealand for radiata pine. Trees are felled during the spring and summer seasons to compare the expression of genes associated with these different developmental stages of wood formation. Trees are felled individually and trunk sections are removed from the bottom area approximately one to two meters from the base and within one to two meters below the live crown. The section removed from the basal end of the trunk contains mature wood. The section removed from below the live crown contains juvenile wood. Samples collected during the spring season are termed earlywood or springwood, while samples collected during the summer season are considered latewood or summerwood (Larson et al., Gen. Tech. Rep. FPL-GTR-129. Madison, Wis.: U.S. Department of Agriculture, Forest Service, Forest Products Laboratory. p. 42).
Tissues are isolated from the trunk sections such that phloem, cambium, developing xylem, and maturing xylem are removed. These tissues are collected only from the current year's growth ring. Upon tissue removal in each case, the material is immediately plunged into liquid nitrogen to preserve the nucleic acids and other components. The bark is peeled from the section and phloem tissue removed from the inner face of the bark by scraping with a razor blade. Cambium tissue is isolated from the outer face of the peeled section by gentle scraping of the surface. Developing xylem and lignifying xylem are isolated by sequentially performing more vigorous scraping of the remaining tissue. Tissues are transferred from liquid nitrogen into containers for long term storage at −70 until RNA extraction and subsequent analysis is performed.
This example illustrates a procedure for RNA extraction and purification, which is particularly useful for RNA obtained from conifer needle, xylem, cambium, and phloem.
Tissue is obtained from conifer needle, xylem, cambium or phloem. The tissue is frozen in liquid nitrogen and ground. The total RNA is extracted using Concert Plant RNA reagent (Invitrogen). The resulting RNA sample is extracted into phenol:chloroform and treated with DNase. The RNA is then incubated at 65° C. for 2 minutes followed by centrifugation at 4° C. for 30 minutes. Following centrifugation, the RNA is extracted into phenol at least 10 times to remove contaminants.
The RNA is further cleaned using RNeasy columns (Qiagen). The purified RNA is quantified using RiboGreen reagent (Molecular Probes) and purity assessed by gel electrophoresis.
RNA is then amplified using MessageAmp (Ambion). Aminoallyl-UTP and free UTP are added to the in vitro transcription of the purified RNA at a ratio of 4:1 aminoallyl-UTP-to-UTP. The aminoallyl-UTP is incorporated into the new RNA strand as it is transcribed. The amino-allyl group is then reacted with Cy dyes to attach the colorimetric label to the resulting amplified RNA using the Amersham procedure modified for use with RNA. Unincorporated dye is removed by ethanol precipitation. The labeled RNA is quantified spectrophotometrically (NanoDrop). The labeled RNA is fragmented by heating to 95° C. as described in Hughes et al., Nature Biotechnol. 19:342 (2001).
This Example illustrates how genes important for wood development in P. radiata can be determined and how oligonucleotides which uniquely bind to those genes can be designed and synthesized for use on a microarray.
Pine trees of the species P. radiata are grown under natural light conditions. Tissue samples are prepared as described in, e.g., Sterky et al., Proc. Nat'l Acad. Sci. 95:13330 (1998). Specifically, tissue samples are collected from woody trees having a height of 5 meters. Tissue samples of the woody trees are prepared by taking tangential sections through the cambial region of the stem. The stems are sectioned horizontally into sections ranging from juvenile (top) to mature (bottom). The stem sections separated by stage of development are further separated into 5 layers by peeling into sections of phloem, differentiating phloem, cambium, differentiating xylem, developing xylem, and mature xylem. Tissue samples, including leaves, buds, shoots, and roots are also prepared from seedlings of the species P. radiata.
RNA is isolated and ESTs generated as described in the Example above or Sterky et al., supra. The nucleic acid sequences of ESTs derived from samples containing developing wood are compared with nucleic acid sequences of genes known to be involved in polysaccharide synthesis. ESTs from samples that do not contain developing wood are also compared with sequences of genes known to be involved in the plant cell cycle. An in silico hybridization analysis is performed using BLAST (NCBI) as follows.
In silico gene expression can be used to determine the membership of the consensi EST libraries. For each library, a consensus is determined from the number of ESTs in any tissue class divided by the total number of ESTs in a class multiplied by 1000. These values provide a normalized value that is not biased by the extent of sequencing from a library. Several libraries were sampled for a consensus value, including reproductive, bud reproductive, bud vegetative, fruit, leaf, phloem, cambium, xylem, root, stem, sap vegetative, whole plant libraries.
As shown below, a number of the inventive sequences exhibit vascular-preferred expression (more than 50% of the hits by these sequences if the databases were searched at random would be in libraries made from developing vascular tissue) and thus are likely to be involved in wood-related developmental processes. The data are shown in Table 12.
In silico gene expression can be used to determine the membership of the consensi EST libraries. For each library, a consensus is determined from the number of ESTs in any tissue class divided by the total number of ESTs in a class multiplied by 1000. These values provide a normalized value that is not biased by the extent of sequencing from a library. Several libraries were sampled for a consensus value, including needles, phloem, cambium, xylem, root, stem and, whole plant libraries.
As shown below, a number of the inventive sequences exhibit vascular-preferred expression (more than 50% of the hits by these sequences if the databases were searched at random would be in libraries made from developing vascular tissue) and thus are likely to be involved in wood-related developmental processes. The data are shown in Table 13.
Sequences that show hybridization in silico to ESTs made from samples containing developing wood, but that do not hybridize to ESTs from samples not containing developing wood are selected for further examination.
cDNA clones containing sequences that hybridize to the genes showing wood-preferred expression are selected from cDNA libraries using techniques well known in the art of molecular biology. Using the sequence information, oligonucleotides are designed such that each oligonucleotide is specific for only one cDNA sequence in the library. The oligonucleotide sequences are provided in Table 14. 60-mer oligonucleotide probes are designed using the method of Li and Stormo, supra or using software such as ArrayDesigner, GeneScan, and ProbeSelect.
The oligonucleotides are then synthesized in situ described in Hughes et al., Nature Biotechnol. 19:324 (2002) or as described in Kane et al., Nucleic Acids Res. 28:4552 (2000) and affixed to an activated glass slide (Sigma-Genosis, The Woodlands, Tex.) using a 5′ amino linker. The position of each oligonucleotide on the slide is known.
This example illustrates how to detect expression of Pinus radiata genes of the instant application which are important in wood formation using an oligonucleotide microarray prepared as described above. This is an example of a balanced incomplete block designed experiment carried out using aRNA samples prepared from mature-phase phloem (P), cambium (C), expanding xylem found in a layer below the cambium (X1) and differentiating, lignifying xylem cells found deeper in the same growth ring (X2). In this example, cell cycle gene expression is compared among the four samples, namely P, C, X1, and X2.
In the summer, plants of the species Pinus radiata are felled and the bark of the main stem is immediately pulled gently away to reveal the phloem and xylem. The phloem and xylem are then peeled with a scalpel into separate containers of liquid nitrogen. Needles (leaves) and buds from the trees are also harvested with a scalpel into separate containers of liquid nitrogen. RNA is subsequently isolated from the frozen tissue samples as described in Example 1. Equal microgram quantities of total RNA are purified from each sample using RNeasy Mini columns (Qiagen, Valencia, Calif.) according to the manufacturers instructions.
Amplification reactions are carried out for each of the P, C, X1, and X2 tissue samples. Amplification reactions are performed using Ambion's MessageAmp kit, a T7-based amplification procedure, following the manufacturer's instructions, except that labeled aaUTP is added to the reagent mix during in the amplification step. aaUTP is incorporated into the resulting antisense RNA formed during this step. CyDye fluorescent labels are coupled to the aaUTPs in a non-enzymatic reaction as described in Example 1. Labeled amplified antisense RNAs are precipitated and washed, and then assayed for purity using a NanoDrop spectrophotometer. These labeled antisense RNAs, corresponding to the RNA isolated from the P, C, X1, and X2 tissue samples, constitute the sample nucleic acids, which are referred to as the P, C, X1, and X2 samples.
Normalization control samples of known nucleic acids are added to each sample in a dilution series of 500, 200, 100, 50, 25 and 10 pg/μl for quantitation of the signals. Positive controls corresponding to specific genes showing expression in all tissues of pine, such as housekeeping genes, are also added to the plant sample.
Each of four microarray slides is incubated with 125 μL of a P, C, X1 or X2 sample under a coverslip at 42° C. for 16-18 hours. The arrays are washed in 1×SSC, 0.1% SDS for 10 minutes and then in 0.1×SSC, 0.1% SDS for 10 minutes and the allowed to dry.
The array slides are scanned using an Axon laser scanner and analyzed using GenePix Pro software. Data from the microarray slides are subjected to microarray data analysis using GenStat SAS or Spotfire software. Outliers are removed and ratiometric data for each of the datasets are normalized using a global normalization which employs a cubic spline fit applied to correct for differential dye bias and spatial effects. A second transformation is performed to fit control signal ratios to a mean log2=0 (i.e. 1:1 ratio). Normalized data are then subjected to a variance analysis.
Mean signal intensity for each signal at any given position on the microarray slide is determined for each of three of P, C, X1, and X2 sample microarray slides. This mean signal/probe position is compared to the signal at the same position on sample slide which was not used for calculating the mean. For example, a mean signal at a given position is determined for P, C, and X1 and the signal at that position in the X2 microarray slide is compared to the P, C, and X1 mean signal value.
Table 5 shows genes having greater than doubled signal with any one sample as compared to the mean signal of the other three samples.
The data shows that WD40 repeat protein A encodes a WD40 repeat protein is less highly expressed in cambium than in developing xylem, while WD40 repeat protein B encodes a WD40 repeat protein that is more highly expressed in phloem than in the other tissues.
Signal data are then verified with RT-PCR to confirm gene expression in the target tissue of the genes corresponding to the unique oligonucleotides in the probe.
This example illustrates how RNAs of tissues from multiple pine species, in this case both P. radiata and loblolly pine P. taeda trees, are selected for analysis of the pattern of gene expression associated with wood development in the juvenile wood and mature wood forming sections of the trees using the microarrays derived from P. radiata cDNA sequences described in Example 4.
Open pollinated trees of approximately 16 years of age are selected from plantation-grown sites, in the United States for loblolly pine, and in New Zealand for radiata pine. Trees are felled during the spring and summer seasons to compare the expression of genes associated with these different developmental stages of wood formation. Trees are felled individually and trunk sections are removed from the bottom area approximately one to two meters from the base and within one to two meters below the live crown. The section removed from the basal end of the trunk contains mature wood. The section removed from below the live crown contains juvenile wood. Samples collected during the spring season are termed earlywood or springwood, while samples collected during the summer season are considered latewood or summerwood. Larson et al., Gen. Tech. Rep. FPL-GTR-129. Madison, Wis.: U.S. Department of Agriculture, Forest Service, Forest Products Laboratory. p. 42.
Tissues are isolated from the trunk sections such that phloem, cambium, developing xylem, and maturing xylem are removed. These tissues are collected only from the current year's growth ring. Upon tissue removal in each case, the material is immediately plunged into liquid nitrogen to preserve the nucleic acids and other components. The bark is peeled from the section and phloem tissue removed from the inner face of the bark by scraping with a razor blade. Cambium tissue is isolated from the outer face of the peeled section by gentle scraping of the surface. Developing xylem and lignifying xylem are isolated by sequentially performing more vigorous scraping of the remaining tissue. Tissues are transferred from liquid nitrogen into containers for long term storage at −70° C. until RNA extraction and subsequent analysis is performed.
This example illustrates procedures alternative to those used in the example above for RNA extraction and purification, particularly useful for RNA obtained from a variety of tissues of woody plants, and a procedure for hybridization and data analysis using the arrays described in Example 4.
RNA is isolated according to the protocol of Chang et al., Plant Mol. Biol. Rep. 11:113. DNA is removed using DNase I (Invitrogen, Carlsbad, Calif.) according to the manufacturer's recommendations. The integrity of the RNA samples is determined using the Agilent 2100 Bioanalyzer (Agilent Technologies, USA).
10 μg of total RNA from each tissue is reverse transcribed into cDNA using known methods.
In the case of Pinus radiata phloem tissue, it can be difficult to extract sufficient amounts of total RNA for normal labelling procedures. Total RNA is extracted and treated as previously described and 100 ng of total RNA is amplified using the Ovation™ Nanosample RNA Amplification system from NuGEN™ (NuGEN, CA, USA). Similar amplification kits such as those manufactured by Ambion may alternatively be used. The amplified RNA is reverse transcribed into cDNA and labelled as described above.
Hybridization and stringency washes are performed using the protocol as described in the US Patent Application for “Methods and Kits for Labeling and Hybridizing cDNA for Microarray Analysis” (supra) at 42 C. The arrays (slides) are scanned using a ScanArray 4000 Microarray Analysis System (GSI Lumonics, Ottawa, ON, Canada). Raw, non-normalized intensity values are generated using QUANTARRAY software (GSI Lumonics, Ottawa, ON, Canada).
A fully balanced, incomplete block experimental design (Kerr and Churchill, Gen. Res. 123:123, 2001) is used in order to design an array experiment that would allow maximum statistical inferences from analyzed data.
Gene expression data is analyzed using the SAS® Microarray Solution software package (The SAS Institute, Cary, N.C., USA). Resulting data was then visualized using JMP® (The SAS Institute, Cary, N.C., USA).
Analysis done for this experiment is an ANOVA approach with mixed model specification (Wolfinger et al., J. Comp. Biol. 8:625-637). Two steps of linear mixed models are applied. The first one, normalization model, is applied for global normalization at slide-level. The second one, gene model, is applied for doing rigorous statistical inference on each gene. Both models are stated in Models (1) and (2).
log2(Yijkls)=θij+Dk+Sl+DSkl+ωijkls (1)
R
ijkls
(g)=μij(g)+Dk(g)+Sl(g)+DSkl(g)+SSls(g)+εijkls(g) (2)
Yijkls represents the intensity of the sth spot in the 1th slide with the kth dye applying the jth treatment for the ith cell line. θij, Dk, Sl, and DSkl represent the mean effect of the jth treatment in the ith cell line, the kth dye effect, the lth slide random effect, and the random interaction effect of the kth dye in the lth slide. ωijkls is the stochastic error term. represent the similar roles as θij, Dk, Sl, and DSkl except they are specific for the gth gene. Rijkls(g) represents the residual of the gth gene from model (1). μij(g), Dk(g), Sl(g), and DSkl(g) represent the similar roles as θij, Dk, Sl, and DSkl except they are specific for the gth gene. SSls(g) represent the spot by slide random effect for the gth gene. εijkls(g) represent the stochastic error term. All random terms are assumed to be normal distributed and mutually independent within each model.
According to the analysis described above, certain cDNAs, some of which are shown in Table 6 below, are found to be differentially expressed.
The involvement of these specific genes in wood development is inferred through the association of the up-regulation or down-regulation of genes to the particular stages of wood development. Both the spatial continuum of wood development across a section (phloem, cambium, developing xylem, maturing xylem) at a particular season and tree trunk position and the relationships of season and tree trunk position are considered when making associations of gene expression to the relevance in wood development.
This example demonstrates how one can correlate polysaccharide gene expression with agronomically important wood phenotypes such as density, stiffness, strength, distance between branches, and spiral grain.
Mature clonally propagated pine trees are selected from among the progeny of known parent trees for superior growth characteristics and resistance to important fungal diseases. The bark is removed from a tangential section and the trees are examined for average wood density in the fifth annual ring at breast height, stiffness and strength of the wood, and spiral grain. The trees are also characterized by their height, mean distance between major branches, crown size, and forking.
To obtain seedling families that are segregating for major genes that affect density, stiffness, strength, distance between branches, spiral grain and other characteristics that may be linked to any of the genes affecting these characteristics, trees lacking common parents are chosen for specific crosses on the criterion that they exhibit the widest variation from each other with respect to the density, stiffness, strength, distance between branches, and spiral grain criteria. Thus, pollen from a tree exhibiting high density, low mean distance between major branches, and high spiral grain is used to pollinate cones from the unrelated plus tree among the selections exhibiting the lowest density, highest mean distance between major branches, and lowest spiral grain. It is useful to note that “plus trees” are crossed such that pollen from a plus tree exhibiting high density are used to pollinate developing cones from another plus tree exhibiting high density, for example, and pollen from a tree exhibiting low mean distance between major branches would be used to pollinate developing cones from another plus tree exhibiting low mean distance between major branches.
Seeds are collected from these controlled pollinations and grown such that the parental identity is maintained for each seed and used for vegetative propagation such that each genotype is represented by multiple ramets. Vegetative propagation is accomplished using micropropagation, hedging, or fascicle cuttings. Some ramets of each genotype are stored while vegetative propagules of each genotype are grown to sufficient size for establishment of a field planting. The genotypes are arrayed in a replicated design and grown under field conditions where the daily temperature and rainfall are measured and recorded.
The trees are measured at various ages to determine the expression and segregation of density, stiffness, strength, distance between branches, spiral grain, and any other observable characteristics that may be linked to any of the genes affecting these characteristics. Samples are harvested for characterization of cellulose content, lignin content, cellulose microfibril angle, density, strength, stiffness, tracheid morphology, ring width, and the like. RNA is then collected from replicated samples of trees showing divergent stiffness and density, or other characteristics, from genotypes that are otherwise as similar as possible in growth habit, in spring and fall so that early and late wood development is assayed. These samples are examined for gene expression similarly as described in above examples.
Ramets of each genotype are compared to ramets of the same genotype at different ages to establish age:age correlations for these characteristics.
Example 8 demonstrates how responses to environmental conditions such as light and season alter plant phenotype and can be correlated to polysaccharide synthesis gene expression using microarrays. In particular, the changes in gene expression associated with wood density are examined.
Trees of three different clonally propagated E. grandis hybrid genotypes are grown on a site with a weather station that measures daily temperatures and rainfall. During the spring and subsequent summer, genetically identical ramets of the three different genotypes are first photographed with north-south orientation marks, using photography at sufficient resolution to show bark characteristics of juvenile and mature portions of the plant, and then felled. The age of the trees is determined by planting records and confirmed by a count of the annual rings. In each of these trees, mature wood is defined as the outermost rings of the tree below breast height, and juvenile wood as the innermost rings of the tree above breast height. Each tree is accordingly sectored as follows:
NM—NORTHSIDE MATURE
SM—SOUTHSIDE MATURE
NT—NORTHSIDE TRANSITION
ST—SOUTHSIDE TRANSITION
NJ—NORTHSIDE JUVENILE
SJ—SOUTHSIDE JUVENILE
Tissue is harvested from the plant trunk as well as from juvenile and mature form leaves. Samples are prepared simultaneously for phenotype analysis, including plant morphology and biochemical characteristics, and gene expression analysis. The height and diameter of the tree at the point from which each sector was taken is recorded, and a soil sample from the base of the tree is taken for chemical assay. Samples prepared for gene expression analysis are weighed and placed into liquid nitrogen for subsequent preparation of RNA samples for use in the microarray experiment. The tissues are denoted as follows:
P—phloem
C—cambium
X1—expanding xylem
X2—differentiating and lignifying xylem
Thin slices in tangential and radial sections from each of the sectors of the trunk are fixed as described in Ruzin, P
For biochemical analysis, 50 grams from each of the harvest samples are freeze-dried and analyzed, using biochemical assays well known to those skilled in the art of plant biochemistry for quantities of simple sugars, amino acids, lipids, other extractives, lignin, and cellulose. See, e.g., Pettersen & Schwandt, J. Wood Chem. & Technol. 11:495 (1991).
In the present example, the phenotypes chosen for comparison are high density wood, average density wood, and low density wood. Nucleic acid samples are prepared as described in Example 3, from trees harvested in the spring and summer. Gene expression profiling by hybridization and data analysis is performed as described above.
Using similar techniques and clonally propagated individuals one can examine polysaccharide gene expression as it is related to other complex wood characteristics such as strength, stiffness and spirality.
Example 32 demonstrates the use of a vascular-preferred promoter functionally linked to one of the genes of the instant application.
A vascular-preferred promoter is then linked to one of the genes in the instant application and used to transform tree species. Boosted transcript levels of the candidate gene in the xylem of the transformants results in an increased xylem biomass phenotype.
In another example, a vascular-preferred promoter such as any of those in ArborGen's November 2003 patent applications is then linked to an RNAi construct containing sequences from one of the genes in the instant application and used to transform a tree of the genus from which the gene was isolated. Reduced transcript levels of the candidate gene in the xylem of the transformants results in an increased xylem biomass phenotype.
The vector pARB476 was developed using the following steps. The Bluescript vector (Stratagene, La Jolla, Calif.) was modified by adding the Superubiquitin 3′UTR and nos 3′terminator sequence at the KpnI and ClaI sites to produce the vector pARB005 (SEQ ID NO. 773). To this vector the P. radiata superubiquitin promoter with intron was added. The promoter/intron sequence was first amplified from the P. radiata superubiquitin sequence identified in U.S. Pat. No. 6,380,459 using standard PCR techniques and the primers of SEQ ID NOS 774 and 775. The amplified fragment was then ligated into pARB005 using XbaI and PstI restriction digestion to produce the vector pARB119 (SEQ ID NO. 776).
The poplus tremuloises UDB Glucose binding domain gene (patent WO 0071670, ptCelA Genbank number AF072131) was amplified using standard PCR techniques and primers including and ATG and a ClaI site as part of the 5′ primer and a TGA and a ClaI site as part of the 3′ primer. The amplified fragment was then cloned into the ClaI site of pARB119 to produce the vector pARB476 (SEQ ID NO. 777).
The NotI cassette containing the P. radiata superubiquitin promoter with intron::UDP Glucose Binding domain::3′UTR: nos terminator from pARB476 was removed and cloned into the NotI site of pART29 to produce the vector pARB483. The binary vector pART29 is a modified pART27 vector (Gleave, Plant Mol. Biol. 20:1203-1207, 1992) that contains the Arabidopsis thaliana ubiquitin 3 (UBQ3) promoter instead of the nos5′ promoter and no lacZ sequences.
To make the growth100 plasmids, an acceptor vector (pWVK202) was built by first inserting the NotI-SUBIN::UDPGBD::nos term-NotI cassette from pARB483a into plasmid pWVK147 at NotI. Next, the UDPGBD gene was removed using restriction sites PstI and ClaI. A polylinker containing the restriction sites PstI, NheI, AvrII, ScaI, and ClaI was inserted in place of the UDPGBD gene. Sites AvrII and NheI are both compatible with SpeI, a site found often in the plasmids provided by Genesis. ScaI is blunt, so any fragment can be blunted and then inserted at that position into the acceptor vector. Plasmids were received from Genesis and analyzed to determine which restriction sites would be most suitable for subcloning into the acceptor vector pWVK202. After the ligations were performed, the resulting products were checked by extensive restriction digest analysis to make sure that the desired plasmid had been created.
Eucalyptus grandis Cell Cycle Genes and Proteins.
Pinus radiata cell cycle genes and proteins.
TYGLVFLARIKHPSTNRGKYIAIKKFKQSKDGDGVSPTA
IREIMLLREISHENVVKLVNVHINPVDMSLYLAFDYADH
DLYEIIRHHRDKVNQAINPYTVKSLLWQLLNGLNYLHSN
WIIHRDLKPSNILVMGEGEEQGVVKIADFGLARVYQAPL
KPLSDNGVVVTIWYRAPELLLGAKHYTSAVDMWAVGCIF
AELLTLKPLFQGQEVKANPNPFQLDQLDKIFKVLGHPTQ
EKWPMLVNLPHWQSDVQHIQRHKYDDNALGNVVRLSSKN
ATFDLLSKMLEYDPQKRITAAQALEHEYFRMEPLPGRNA
EDEGIPSTAIREISLLKQLQHPNIVRLYDVVHTEKKLTL
VFEFLDQDLKKYLDACGDNGLEPYTVKSFLYQLLQGIAF
CHEHRVLHRDLKPQNLLINMEGELKLADFGLARAFGIPV
RNYTHEVVTLWYRAPDVLMGSRKYSTQVDIWSVGCIFAE
MVNGRPLFPGSSEQDQLLRIFKTLGTPSLKTWPGMAELP
DFKDNFPKYVVQSFKKICPKKLDKTGLDLLSRMLQYDPA
KRISAEQAMGHPYFKDLKLRKPKAAGPGP
EDEGVPSTAIREISLLKEMQHGNIVKLQDVVHSERRLYL
VFEYLDLDLKKHMDSCPEFSKDTHTIKMFLYQILRGISY
CHSHRVLHRDLKPQNLLLDRRTNSLKLADFGLARAFGIP
VRTFTHEVVTLWYRAPEILLGSRHYSTPVDVWSVGCIFA
EMVNRRPLFPGDSEIDELFKIFRIMGTPNEDSWPGVTSL
PDFKSTFPKWASQDLKTVTPTVDPAGIDLLSKMLCMDPR
RRITAKVALEHEYFKDVGVIP
KIRLESEDEGIPSTAIREIALLKELQHPNVVRIHDVIHT
NKKLILVFEFVDYDLKKFLHNFDKGIDPKIVKSLLYQLV
RGVAHCHQQKVLHRDLKPQNLLVSQEGILKLGDFGLARA
FGIPVKNYTNEVVTLWYRAPDILLGSKNYSTSVDIWSIG
CIFVEMLNQKPLFPGSSEQDQLKKIFKIMGTPDATKWPG
IAELPDWKPENFEKYPGEPLNKVCPKMDPDGLDLLDKML
KCNPSERIAAKNAMSHPYFKDIPDNLKKLYN
EDEGVPSTAIREISLLKEMQHGNIVRLQDVVHSENRLYL
VFEYLDLDLKKHMDSSPDFAKDPRLVKIFLYQILRGIAY
CHSHRVLHRDLKPQNLLIDRRTNALKLADFGLARAFGIP
VRTFTHEVVTLWYRAPEILLGSRHYSTPVDVWSVGCIFA
EMVNQRPLFPGDSEIDELFKIFRILGTPNEDTWPGVTAL
PDFKSAFPKWPAKNLQDMVPGLNSAGIDLLSKMLCLDPS
KRITARSALEHEYFKDIGFVP
DEEGVPPTALREVSLLQLLSQSLYVVRLLSVEHVDGGSK
RKAAAAAAAEGGGGEAHGGGAVGGGKPMLYLVFEYLDTD
LKKFIDSHRKGPNPRPVPAATVQNFLYQLLKGVAHCHSH
GVLHRDLKPQNLLVDKEKGILKIADLGLGRAFTVPLKSY
THEVFAFLAILLWRSEGESAADFDSXFRVSPVQVVTLWY
RAPEVLLGSAHYSIGVDMWSVGCIFAEMVRRQALFPGDS
EFQQLLHIFRLLGTPTEKQWPGVTTLRDWHVYPQWEPQN
LARAVPSLGPDGVDLLSKMLKYDPAERISAKAALDHPFF
IVALKKTRLHEDEEGVPPTTLREISILRMLSRDPHIVRL
MDVKQGQNKEGKTVLYLVFEYMETDLKKYIRGFRSSGES
IPVNIVKSLMYQLCKGVAFCHGHGVLHRDLKPHNLLMDK
KTLTLKIADLGLARAFTVPIKKYTHEILTLWYRAPEVLL
GATHYSTAVDMWSVGCIFAELVTKQALFPGDSELQQLLH
IFRLLGTPNEKMWPGVSSLMNWHEYPQWKPQSLSTAVPN
LDKDGLDLLSQMLHYEPSRRISAKAAMEHPYFDDVNKTCL
KIDKIGQGTYSNVYKAKDLLTGKIVALKKVRFDNLEPES
VRFMAREILILRHLDHPNVVKLEGLVTSRMSCSLYLVFE
YMEHDLAGLAASPAIKFTEPQVKCYMHQLLSGLEHCHNR
RVLHRDIKGSNLLIDNGGVLKIGDFGLASFYDPDHKHRM
TSRVVTLWYRPPELLLGANDYGVGIDLWSAGCILAELLA
GKPIMPGRTEVEQLHKIYKLCGSPSEEYWKKYKLPNATL
FKPREPYRRCIRETFKDFPPSSLPLIETLLAIDPAERGT
ATDALQSEFFRTEPYACEPSSLPQYPPSKEMDAKKRDDE
TNNKIVALKRVRFDNLDTESVKFMAREIHILRMLDHPNV
IKLEGLITSRMSCSLYLVFEYMEHDLTGLASRPDVKFSE
PQIKCYMKQLLSGLDHCHKHGVLHRDIKGSNLLIDNNGI
LKIADFGLASVFDPHQTAPLTSRVVTLWYRPPELLLGAS
RYGVEVDLWSTGCILGELYTGKPILPGKTEVEQLHKIFK
LCGSPSDDYWRRLHLPHAAVFKPPQPYRRCVAEIFKELP
PVALGLLETLISVDPSQRGTAAFALRSEFFTASPLPCDP
GKTVALKKVRFDNLEAESIKFMAREILVLTRLNHPNVIK
LEGPVTSRMSSGLYLAFEYMEHDLSGIAARQNGKFTEPQ
VKCFMRQLLSGLEHCHNHDVLHRDIKCSNLLIDNEGNLK
IADFGLATFYDPERKQVMTNRVVTLWYRAPELLLGATSY
GIGIDLWSAGCILAELLYGKPIMPGRTEVEQLHKIFKLC
GSPSEAYWNKFKLPNANIFKPPQPYARCIAETFKDFPPS
ALPLLETLLSIDPDERGTATTALNSEFFAAEPHACEPSS
KIGQGTYSSVFRARELANGRMVALKKVRFDNFQPESIQF
MAREISILRRLDHPNIMKLEGIITSRMSNSIYLVFEYME
HDLYGLISSPQVKFSDAQVKCYMKQLLSGIEHCHQHGVI
HRDVKSSNILVNNEGILRIGDFGLANILNPKDRQQLTSH
VVTLWYRPPELLMGSTSYGVTVDLWSVGCVFAELMFRKP
ILRGRTEVEQLHKIFKLCGSPPDGYWKMCKVPQATMFRP
RHAYECTLRERCKGIATSAMKLMETFLSIEPHKRGTASS
ALISEYFRTVPYACDPSSLPKYPPNKEIDAKHREEARRK
YMAKEKKTGEIVALKKIRMDNEREGFPITAIREIKILKK
LHHENVIKLKEIVTSPGPEKDEQGRPEGNKYKGGIYMVF
EYMDHDLTGLADRPGMRFSVPQIKCYMRQLLTGLHYCHI
NQVLHRDIKGSNLLIDNEGNLKLADFGLARSFSNDHNAN
LTNRVITLWYRPPELLLGATKYGPAVDMWSVGCIFAELL
HGKPIFPGKDEPEQLNKIFELCGAPDEINWPGVSKIPWY
NNFKPTRPMKRRLREVFRHFDRHALELLERMLTLDPSQR
ISAKDALDAEYFWADPLPCDPKSLPKYESSHEFQTKKKR
VYRARDLETNTIVALKKVRFANMDPESVRFMAREIIIMR
KLDHPNVMKLEGLITSRVSGSLYLVFEYMDHDLAGLAAT
PSIKLTESQIKCYMQQLLRGLEYCHSHGVLHRDIKGSNL
LVDNNGNLKIGDFGLATFFRTNQKQPLTSRVVTLWYRPP
ELLLGSSDYGASVDLWSSGCILAELFAGKPIMPGRTEVE
QLHKIFKLCGSPSEEYWKKSKLPHATIFKPQQPYKRCLL
ETFKDFPSSALGLLDVLLAVEPECRGTASSALQNEFFTS
DVYRGRRLSDGLAVALKEVHDYQSAFREIEALQILRGSP
HVVLLHEYFWREDEDAVLVLEFLRSDLAAVIADASRRPR
DGGGGGAAALRAGEVKRWMLQVLEGVDACHRNSIVHRDL
KPGNLLISEEGVLKIADFGQARILLDDGNVAPDYEPESF
EERSSEQADILQQPETMEADTTCPEGQEQGAITREAYLR
EVDEFKAKNPRHEIDKETSIFDGDTSCLATCTTSDIGED
PFKGSYVYGAEEAGEDAQGCLTSCVGTRWFRAPELLYGS
TDYGLEVDLWSLGCIFAELLTLEPLFPGISDIDQLSRIF
NVLGNLSEEVWPGCTKLPDYRTISFCKIENPIGLESCLP
NCSSDEVSLVRRLLCYDPAARATPMELLQDKYFTEEPLP
DVYRGRRLSDGLAVALKEVHDYQSAFREIEALQILRGSP
HVVLLHEYFWREDEDAVLVLEFLRSDLAAVIADASRRPR
GGGVAPLRAGEGKRWMLQVLEGVDACHRNSIVHRDLKPG
NLLISEEGVLKIADFGQARILLDDGNVAPDYEPESFEER
SSEQADILQQPETMEADTTCPEGQEQGAITREAYLREVD
EFKAKNPRHEIDKETSIYDGDTSCLATCTTSDIGEDPFK
GSYVYGAEEAGEDAQGSLTSCVGTRWFRAPELLYGSTDY
GLEVDLWSLGCIFAELLTLEPLFPGISDIDQLSRIFNVL
GNLSEEVWPGCTKLPDYRTISFCKIENPIGLESCLPNCS
SDEVSLVRRLLCYDPAARATPMELLQDKYFTEEPLPVPI
IYQHLRASEAKKRPSTDFMDRVQKDITASMRAILIDWLV
EVAEEYRLVPDTLYLTVNYIDRYLSGNVMNRQRLQLLGV
ACMMIAAKYEEICAPQVEEFCYITDNTYFKEEVLQMESS
VLNYLKFEMTAPTVKCFLRRFVRAAQGVNEVPSLQLECM
ANYIAELSLLEYDMLCYAPSLVAASAIFLAKFVITPSKR
PWDPTLQHYTLYQPSDLGNCVKDLHRLCFNNHGSTLPAI
REKYSQHKYKYVAKKYCPPSIPPEFFHNLVY
LQKDVTPNMRGILVDWLVEVSEEYKLVPDTLYLTVNLID
RSLSQKFIEKQRLQLLGVTCMLIASKYEEICPPRVEEFC
FITDNTYTSLEVLKMESRVLNLLHFQLSVPTVKTFLRRF
VQAAQVSSEVPSVELEYLANYLAELTLVEYSFLKFLPSL
MAASAVLLARWTLNQSDNPWNLTLEHYTKYKASELKAAV
LALEDLQLNTSGSTLNAIREKYRQQKVNYSLLIHSKANH
PPNYMDRQQDINERMRGILIDWLIEVHYKFELMDETLYL
TVNLIDRFLAVQPVVKKKLQLVGVTAMLLACKYEEVSVP
VVEDLILISDRAYSRKEVLEMERLMVNTLHFNMSVPTPY
VFMRRFLKAAQSDKKLELLSFFIIELSLVEYDMLKFPPS
LLAASAIYTALSTITRTKQWSTTCEWHTSYSEEQLLECA
RLMVTFHQRAGSGKLTGVHRKYSTSKFGHAARTEPANFL
EIHNKFDLMPETLYLTINIIDRFLSVKAVPRRELQLLGM
GALFTASKYEEIWAPEVNDLVCIADRAYSHEQVLAMEKT
ILGKLEWTLTVPTHYVFLVRFIKASLGDRKLENMVYFLA
ELGVMNYATLTYCPSMVAASAVYAARCTLGLTPLWNDTL
KLHTGFSESQLMDCARLLVGYHAKAKENKLQVVYKKYSS
SQREGVALIPPAKALLCEGGGLSSSSSLASSS
NCSCVSANYMAQQADINEKMRSILIDWLIEVHDKFDLMH
ETLFLTVNLIDRFLARQSVVRKKLQLVGLVAMLLACKYE
EVSVPVVGDLILISDKAYTRKEVLEMESLMLNSLQFNMS
VPTPYVFMRRFLKAAESDKKLEVLSFFLIELSLVEYEMV
KFPPSLLAAAAIFTAQCTLYGFKQWTKTCEWHSNYTEDQ
LLECARMMVGFHQKAATGKLTGVHRKYGTSKFGYTSKCE
PANFLLGEMKNP
NCSCVSANYMAQQADINEKMRSILIDWLIEVHDKFDLMH
ETLFLTVNLIDRFLARQSVVRKKLQLVGLVAMLLACKYE
EVSVPVVGDLILISDKAYTRKEVLEMEKLMLNSLQFNMS
VPTPYVFMRRFLKAAESDKKLEVLSFFLIELSLVEYEMV
KFPPSLLAAAAIFTAQCTLYGFKQWTKTCEWHSNYTEDQ
LLECARMMVGFHQKAATGKLTGVHRKYGTSKFGYTSKCE
AANFLLGEMKNP
RGVYGFSALTAVLAVDYLDRFLAGFRLQRDNRPWMTQLV
AVACLALAAKVEETDVPLLVELQEVGDARYVFEAKTVQR
MELLVLSTLGWEMHPVTPLSFVHHVARRLGASPHHGEFT
HWAFLRRCERLLVAAVSDARSLKHLPSVLAAAAMLRVIE
EVEPFRSSEYKAQLLSALHMSQEMVEDCCRFILGIAETA
GDAVTSSLDSFLKRKRRCGHLSPRSPSGVIDASFSCDDE
SNDSWATDPPSDPDDNDDLNPLPKKSRSSSPSSSPSSVP
ELASLFSKEEPGGMRLNLENDPSLADARREAVEWIMRVH
AHYAFSALTALLAVNYWDRFTCSFALQEDKPWMTQLSAV
ACLSLAAKVEETQVPLLIDFQVEDSSPVFEAKNIQRMEL
LVLSSLEWKMNPVTPLSFLDYMTRRLGLTGHLCWEFLRR
CENVLLSVISDCRFTCYLPSVIAASTMLHVINGLKPRLD
VEDQTQLLGILAMGMDKIDACYKLIDDDHALRSQRYSHN
KRKFGSVPGSPRGVMELCFSSDGSNDSWSVAASVSSSPE
SRETGTHPCWDELISDGSVALARKDAVGWILRVHGHYGF
RPLTAMLAVNYLDRFFLSRSYQRDRPWISQLVAVACLSV
AAKVEETQVPILLDLQVANAKFVFESRTIQRMELLLMST
LDWRMNSVTPISFFDHILRRFGLTTNLHRQFFWMCERLL
LSVVADVRLASFLPSVVATAAMLYVNKEIEPCICSEFLD
QLLSLLKINEDRVNECYELILELSIDHPEILNYKHKRKR
GSVPSSPSGVIDTSFSCDSSNDSWGVASSVSSSLEPRFK
MGQIQYSEKYFDDTYEYRHVVLPPDVAKLLPKNRLLSEN
EWRAIGVQQSRGWVHYAIHRPEPHIMLFRRPLNYQQQQE
PVKVIERRKLNPGDPNDYEYYVHYTEFNRRLDEWVKLEQ
LDLNSVETVVDEKVEDKVTGLKMTRHQKRKIDETHVEGH
PKVLDRHLKAAGRG
KPVPARDRDLCRFHADDYVAFLRSITPETQQDQLRQLKR
FNVGEDCPVFDGLHSFCQTYAGGSVGGAVKLNHGLCDIA
INWAGGLHHAKKCEASGFCYVNDIVLGILELLKQHERVL
YVDIDIHHGDGVEEAFYTTDRVMTVSFHKFGDYFPGTGD
IRDIGYGKGKYYSLNVPLDDGIDDESYHSLFKPIIGKVM
EVFKPGAVVLQCGADSLSGDRLGCFNLSIKGHAECVRYM
RSFNVPVLLLGGGGYTIRNVARCWCYETGVALGLEVDDK
PHRIRMTHALLAHYGLLQHMQVLKPVPARDRDLCRFHAD
DYVAFLRSITPETQQDQLRQLKRFNVGEDCPVFDGLHSF
CQTYAGGSVGGAVKLNHGLCDIAINWAGGLHHAKKCEAS
GFCYVNDIVLGILELLKQHERVLYVDIDIHHGDGVEEAF
YTTDRVMTVSFHKFGDYFPGTGDIRDIGYGKGKYYSLNV
PLDDGIDDESYHSLFKPIIGKVMEVFKPGAVVLQCGADS
LSGDRLGCFNLSIKGHAECVRYMRSFNVPVLLLGGGGYT
IRNVARCWCYETGVALGLEVDDKMPQHEYYEYFGPDYTL
SYELHTKMEIYRPHKAYPAELAQFHSPDYVEFLHRITPD
TQHLFPNDLAKYNLGEDCPVFENLFEFCQIYAGGTIDAA
RRLNNQLCDIAINWAGGLHHAKKCEASGFCYINDLVLGI
LELLKYHARVLYIDIDVHHGDGVEEAFYFTDRVMTVSFH
KFGDMFFPGTGDVKEIGGKEGKFYAINVPLKDGIDDTSF
TRLFKAIISKVVETYQPGAIVLQCGADSLAGDRLGCFNL
SIDGHSECVRFVKKFNLPLLVTGGGGYTKENVARCWVVE
TGVLLDTELPNEIPENEYFKYFAPDYSLKIPRGNIVLEN
SSTVVGFDEKMLLHSEVEMKSHPHPERADRLQAIAASLA
TAGIFPGRCRSLPVREITKEELQMVHSSEHVDAVEMTSH
MFSSYFTPDTYANEHSARAARIAAGLCADLASTIISGRS
KNGFALVRPPGHHAGIKHAMGFCLHNNAAVAALAAQGAG
AKKVLIVDWDVHHGNGTQEIFDGNKSVLYISLHRHEGGN
FYPGTGAAHEVGTMGAEGYCVNIPWSRRGVGDNDYVFAF
HHIVLPIASAFAPDFTIISAGFDAARGDPLGCCDVTPAG
YAQMTHMLSALSGGKLLVILEGGYNLRSISSSAVAVIKV
LLGDSPISEIADAVPSKAGLRTVLEVLKIQRSYWPSLES
MAAAPSSPPTNRVDVFWHDGMLSHDTGRGVFDTGSDPGF
LDVLEKHPENPDRVRNMVSILKRGPISPFISWHTATPAL
ISQLLSFHSPEYINELVEADKNGGKVLCAGTFLNPGSWD
AALLAAGNTLSAMKYVLDGKGKIAYALVRPPGHHAQPSQ
ADGYCFLNNAGLAVRLALDSGCKRVVVVDIDVHYGNGTA
EGFYQSSDVLTISLHMNHGSWGPSHPQSGSVDELGEDEG
YGYNMNIPLPNGTGDRGYEYAVTELVVPAVESFKPEMVV
PMKPHRIRMAHNLIVHYYLHRRMEISRPFPAATTDIRRF
HSEDYVTFISSVTPETVSDPAFSRQLKRFNVGEDCPVFD
GIFGFCQASAGGSMGAAVKLNRGDSDIALNWAGGLHHAK
KSEASGFCYVNDIVLGILELLKVHKRVLYVDIDVHHGDG
VEEAFYTTDRVMTVSFHKFGDFFPGSGHIKDTGAGPGKN
YALNVPLNDGIDDESFRGMFRPIIQKVMEVYQPDAVVLQ
CGADSLSGDRLGCFNLSVKGHADCLRFLRSFNVPLMVLG
GGGYTMRNVARCWCYETAVAVGVEPENDLPYNEYYEYFG
NLEECVFRIVLDGYNAPVTAGNFVDLVERHFYDGMEIQR
ADGFVVQTGDPEGPAESFIDPSTEKPRTIPLEIMVDGEK
APVYGATLEELGLYKAQTKLPFNAFGTMAMARDEFEDNS
ASSQIFWLLKESELTPSNANILDGRYAVFGYVTENQDFL
ADLKVGDVIESVQVVSGLDNLANPSYKIAG
SSRDRGTPFKFTLGQGQ
EAGSPPTIPPNATLQFDVELLSWTSVKDICKD
SDGVEFTVKEGHFCPAVAKAVKTMKKGEKVLLTVKPQYG
FGEKGKPASGDEGAVPPNATLQITLELVSWKTVSEVTDD
KGHDDCEELFKFKIDEEQ
SSESKQDLAVVPPSSTVYYEVELVSFVKDKE
FVQLCLEGYYDNTIFHRIIKDFLVQGGDPTGSGTGGESI
YGDAFSDEFHSRLRFKHRGLVACANAGSPHSNGSQFFIT
LDRCDWLDRKNTIFGKITGDSIYNLSGLAEVETDKSDRP
LDPPPKIISVEVLWNPFEDIVPRAPVRSLVPTVPDVQNK
FGDDVPKTVENFRALCTGEKGFGYKGCSFHRIIKDFMIQ
GGDFTRGNGTGGKSIYGSTFEDENFALKHVGPGVLSMAN
AGPSTNGSQFFICTVKTPWLDNRHVVFGQVVDGMDVVQK
LESQETSRSDVPRQPCRIVNCGELPLDG
VPQTAENFRALCTGEKGFGYKGSTVHRVIKDFMIQGGDF
DKGNGTGGKSIYGRTFKDENFKLSHVGPGVVSMANAGPN
TNGSQFFICTVKTPWLDQRHVVFGQVLEGMDIVRLIESQ
ETDRGDRPRKRVVVSDCGELPVV
EGVLAETGEVFDSTHEDNTLFSFEIGKGSVISAWDTALR
TMKVGEVAKITCKPEYAYGSTGSPPDIPPDATLIFEVEL
VACKPCKGFSVTSVTEDKARLEELKKQREIAAATKEEEK
CTGEKGAGRSGKPLHYKGSSFHRVIPGFMCQGGDFTAGN
GTGGESIYGSKFADENFVKKHTGPGVLSMANAGPGTNGS
GRTSKPVVVADCGQLS
CTGEKGVGRSKKPLHYKGSKFHRVIPSFMCQGGDFTAGN
GTGGESIYGVKFADENFIKKHTGPGILSMANAGPGTNGS
QFFICTTKTEWLDGKHVVFGKVVEGMEVVKAIEKVGSSS
GRTSKPVVVADCGQLP
EGVLAETGEVFDSTHEDNTLFSFEIGKGSVISAWDTALR
TMKVGEVAKITCKPEYAYGSTGSPPDIPPDATLIFEVEL
VACKPCKGFSVTSVTEDKARLEELKKQREIAAATKEEEK
VEIAGKPAGRIVMGLYGKAVPKTAENFRALCTGEKGTGK
SGKPLHYKGSSFHRIIPSFMLQGGDFTLGDGRGGESIYG
EKFADENFKLKHTGPGLLSMANAGPDTNGSQFFITTVTT
SWLDGRHVVFGKVLSGMDVVYKVEAEGRQSGTPKSKVVI
ADSGELPL
NFRALCTGEKGKSANGKKLHYKGTPFHRIISGFMIQGGD
VIYGDGKGYESIYGGTFADENFRIKHSHAGIISMVNSGP
DSNGSQFFITTVKASWLDGEHVVFGRVIQGMDTVYAIEG
GAGTYNGKPRKKVIIADSGEIPKSKWDEER
LSRRGYYDNVKFHRIIKDFIVQGGDPTGTGRGGESIYGK
KFEDEIKPELKHTGAGILSMANAGPNTNGSQFFITLAPC
PSLDGKHTIFGRVCRGMEIIKRLGSVQTDNNDRPIHDVK
ILRTSVKD
CTGEKGIGRSGKPLHYKGSTFHRIIPNFMCQGGDFTRGN
GTGGESIYGMKFADENFKIKHTGLGVLSMANAGPDTNGS
QFFICTEKTPWLDGKHVVFGKVIDGYNVVKEMESVGSDS
GSTRETVAIEDCGQLSEN
HYTGTLLDGTKFDSSRDRGTPFKFKLGRGQ
ESGSPPTIPPNATLQFDVE
LLSWSSVKDICKDGGILKKVLVEGEKWDNPKDLDEVFVK
YEASLEDGTLISKSDGVEFTVGDGYFCAALAKAVKTMKK
GEKVLLTVMPQYAFGETGRPASGDEAAVPPDASLQIMLE
LVSWKTVSDVTKDKKVLKKTLKEGEGYERPNDGAAVQVR
LCGKLQDGTVFVKKDDEEPFEFKIDEEQ
PTESQQDLAVVPANSTVYYEV
ELLSFVKEKESWEMNNQEKIEAAARKKEEGNAAFKAGKY
CTGEKGIGPHTGAPLHYKGVRFHRVIKGFMVQGGDISAG
DGTGGESIYGLKFEDENFDLKHERKGMLSMANSGPNTNG
SQFFITTTRTSHLDGKHVVFGRVVKGMGVVRSVEHVTTA
AGDCPTVDVVIADCGEIPAGADDGIRNFFKDGDTYPDWP
GIKKELNAAKKKIFERREQ
RSLCTGEKGVGKTTGKPLHYKGSYFHRIIKGFMAQGGDF
SNGNGTGGESIYGGKFADENFKLAHDGPGLLSMANGGPN
TNGSQFFIIFKRQPHLDGKHVVFGKVMRGMEVVKKIEQV
GSANGKPLQPVKIVDCGETSETGTQDAVVEEKSKSATLK
CVFHTVQKDFTAQTGDPTGTGTGGDSVYKFLYGDQARFF
MDEIHLDLKHSKTGTVAMASGGENLNASQFYFTLRDDLD
YLDGKHTVFGEVAEGLETLTRINEAYVDEKGRPYKNIRI
RHTYILDDPFDDPPQLAELIPDASPEGKPKDEVVDDVRL
DFSQSVAKLWSQFKRKDSQAAKGKGCFKCGAPDHM
ARECPGSSTRQPLSKYILKEDNAQRGGDDSRYEMVFDED
NYGDIEFGFFPGVAPRTVDHIFKLVRLGCYNTNHFFRVD
KGFVAQVADVANGRTAPMNDEQRTEAEKTIVGEFSNVKH
VRGILSMGRYDDPDSAQSSFSILLGDAPHLDGKYAIFGR
VTKGDETLKKLEQLPTRREGMFVMPTERITILSSYYYDT
CTGEKGTGRSGKPLHFKGSSFHRVIPGFMCQGGDFTRGN
GTGGESIYGEKFADENFVKKHTGPGILSMANAGPNTNGS
QFFICTAQTSWLDGKHVVFGQVVEGLEVVRDIEKVGSGS
GRTSKPVVIADSGQLA
AGDKIQVHYRGTLEADGSEFDASYKRGQPLSFHVGKGQV
IKGWDQGLLDMCPGEKRTLTIQPDWGYGSRGMGPIPANS
VLIFETELVEIAGVAREEL
CTGEKGAGRSGKPLHYKGSSFHRVIPGFMCQGGDFTAGN
GTGGESIYGSKFADENFVKKHTGPGVLSMANAGPGTNGS
QFFVCTAKTEWLDGKHVVFGQIVDGMDVVKAIEKVGSSS
GRTSKPVVVADCGQLS
VMGLFGKTVPKTVENFRALCTGEKGIGKSGKPLNYKGSQ
FHRIIPKFMIQGGDFTLGDGRGGESIYGNKFSDENFKLK
HTDAGRLSMTNAGPDTNGSQFFITTVTTSWLDGRHVVFG
KVLSGMDVVHKIEAEGGQSGQPKSIVVISDSGELDL
MAVTLHTNLGDIKCEIFCDEVPKAAEHNARGILSMANSG
PNTNGSQFFIAYAKQPHLNGLYTIFGRVIHGFEVLDIME
KTQTGPGDRPLAEIRLNRVTIHANPLAG
VMGLFGKTVPKTVENFRALCTGEKGIGKSGKPLNYKGSQ
FHRIIPKFMIQGGDFTLGDGRGGESIYGNKFSDENFKLK
HTDAGRLSMANAGPDTNGSQFFITTVTTSWLDGRHVVFG
KVLSGMDVVHKIEAEGGQSGQPKSIVVISDSGELDL
CTGEKGAGRSGKPLHYKGSSFHRVIPGFMCQGGDFTAGN
GTGGESIYGSKFADENFVKKHTGPGVLSMANAGPGTNGS
QFFVCTAKTEWLDGKHVVFGQIVDGMDVVKAIEKVGSSS
GRTSKPVVVADCGQLS
FCKSKLGLAEGNCVQSSTLLRKTAHVLRSSGTVIGTGTA
EEAERYWFAFVLYTVRRVGERKAEDEQNGSDETEVPLSR
ILKASVLNLIDFFKEIPQFVIKAGAIVSGIYGANWDSRL
EAREMQTNYVHLCILCKFYKRICGEFFILNDAKDDMKSA
DSSTSDPVIMYQPFGWLLFLALRIHALSRFKDLVSSTNA
GVYCLFQQILSQRTNLFFNRHIDQVILCCFYGVAKINQI
NLTFREIIYNYRKQPQCKPQVFRNVFVDWSTRRNGKAGN
EHVDIISFYNEIFIPSVKPLLVELGPTGATTRTNRTSEV
WSVQNGTQLFTFNFDSPARSVDFSIGDKLAVITTDPFME
SLMKSVDGSHFVTGSQDKSAKLWDIRTLTLIKTYVTERP
RLHHFDPDYFNIKI
DSSPMLRNGETGDWIGTFEGHKGAVWSCCLDTNALRAAS
GSADFSAKLWDALSGDELHSFEHKHIVRSCAFSEDTHLL
LTGGVEKILRIFDLNRPDAPPREVDNSPGSIRTVAWLHS
DQTILSSCTDIGGVRLWDVRSGKIVQTLETKSPVTSSEV
SQDGRYITTADGSTVKFWDANHFGLVKSYNMPCNIESAS
LEPKLGNKFIAGGEDMWVHIFDFHTGEEIGCNKGHHGPV
HCVRFSPGGESYASGSEDGTIRIWQ
TGPANNVEGDANPS
IILWHLTKEEKVYGVPRRRLTGHSHFVQDVVLSSDGQFA1
LSGSWDGELRLWDLATGVSARRFVGHTKDVLSVAFSIDN
RQIVSASRDRTIKLWNTLGECKYTIQEGEAHTDWVSCVR
FSPNTLQPTIVSASWDRTIKVWNLTNCKRNTLAGHNGY
VNTVAVSPDGSLCASGGKDGVILLWDLAEGKRLYNLEAG
LSGSWDGELRLWDLATGVSARRFVGHTKDVLSVAFSIDN
RQIVSASRDRTIKLWNTLGECKYTIQEGEAHNDWVSCVR
FSPNTLQPTIVSASWDRTVKVWNLTNCKLRNTLQGHSGY
VNTVAVSPDGSLCASGGKDGVILLWDLAEGKKLYSLEAG
IILWHLTKEDKVYGVPRRRLTGHSHFVQDVVLSSDGQFA
LSGSWDGELRLWDLATGVSARRFVGHTKDVLSVAFSIDN
RQIVSASRDRTIKLWN
TLGECKYTIQEGEAHNDWVSCVR
FSPNTLQPTIVSASWDRTVKVWN
LTNCKLRNTLQGHSGY
VNTVAVSPDGSLCASGGKDGVILLWDLAEGKKLYSLEAG
AIIHSLCFSPNRYWLCAATENSIKIWDLESKSIVEDLRV
GYNDGVIRVWGIGRY
GHNGEVYSLACSPTDATLVATGAGDDKGFLWRIGHGDWA
VELQGHKDSISSLAFSLDGQLLASGSLDGVIQIWDVPSG
WNPKSGENIHVVKGHPYHAEGLTSMAISSDSGLAITGAK
DGSVRIVNISSGRVVSSLDAHADSVEFVGLALSSPWAAT
GSLDQKLIIWDLQHSSPRATCDHEDGVTCLSWVGASRFL
ASGCVDGKVRVWDSLSGDCVRTFHGHSDAIQSLSVSANE
KTLIIWSSAALSLLHRLVGHSEGVSDLAWSSDSHYICSA
SDDRTLRIWSSRSPFDCLKTLRGHTDFVFCVNFNPQSSL
IVSGSFDETIRIWEVKTGRCLNVIRAHSMPVTSVHFNRD
GSLIVSGSHDGSCKIWDTKNGACLKTLIDDTVPAVSFAK
FSPNGKFILVATLNDTLKLWNYATGKFLKIYTGHKNSVY
CLTSTFSVTNGKYIVSGSEDRCICIWDLQGKNLIQKLEG
HSDTVISVTCHPSENKIASAGLDSDRTVRIWLQDA
DGQVILWKEGNQNDWAQAHVFNDHKSSVNSIAWAPHELG
LCLACGSSDGNISVFTARPDGGWDTTRIEQAHPVGVTSV
SWAPSMAPGALVGSGLLDPVQKLASGGCDNTVKVWKLYN
DGTVVIWTVAKEGEQWQGKVLKDFKTPVWRVSWSLTGNL
LAVADGNNNVTLWNEAVDGEWQQVTTVEP
ETVKLWRPDELALERTNAGHFLGVVSVAAHPSGVIAASA
SIDSFVRVFDVDTNATIATLEAPPSEVWQMQFDPKGTTL
AVAGGGSASIKLWDTATWELNATLSIPRPEQPKPSEKGN
EGHFMPVRSLVFSPVEPRLLFSASDDAHVHMYDSEGKSL
VGSMSGHASWVLSVDVSPDGAALATGSSDRTVRLWD
LSM
KSISLYDYS
SPEKLLEVRAHGESCRAVRFINDGKAILTGSPDCSILAT
DVETGSVVARVENAHEAAVNRLVNLTESTIATGDDNGCI
KVWDTRQRSCCNTFSAHEDFISDMTFASDSMKLVVTSGD
GTLSVCNLRSNKVQTRSEFSEDELLSVVIMKNGRKVVCG
TQSGTLLLYSWGFFKDCSDRFVDLSPSSVDALLKLDEDR
DKKFLGSISHDQTLKLWD
LNDILGSEDSPSSQAAIDDSD
NRLEITPHKRYLAVAGNPSIRLFDVNSNTPQPVMSFDSH
TNNVMAVGFQYDGNWMYSGSEDGTVRIWDLRARGCQREY
ESRGAVNTVVLHPNQTELISGDQNGNIRVWDLTANSCSC
ELVPEVDTAVRSLTVMWDGSLVVAANNNGTCYVWRLLRG
SSDHTVKIWN
VEGFTLEKTLIGHQRWVWDCVFSVDGAYL
ITASSDTTARLWSMSTSQDIRVYQGHHKATTCCALHDGA
YCGECRGHSDTVNGISFSGPSSPHVLHSCSSDGTIRAWD
LFWDWRNKKQVACLEDSHVDDVTQVCFVPHHQNKLISAS
GWTGGEDGRLCCWLSDDSSATSRSWMSSNLVLKSSRSHH
LQGHLDFSFASAWHPDGHIFATGNQDKTCRIWDIRNLSK
SVAVLKGNLGAIRSIRFTSDGRFMAMAEPADFVHVYD
VK
IGTSSIDTTCTIWDIERETVDTQLIAHDKEVYDIAWGGV
SVFASVSADGSVRVFDLRDKEHSTIIYESSEPDTPLVRL
ASVNAIAWAPHSSCHICTAGDDSQALIWDLSSMAQPVEG
PSPSPSPSPDAVVVASSDGSVASYSISACLSDHRLQSLR
LSCGDDGRIRGWMWRDITSSEAHDHSQGNSAKPVLDLVN
ARIWDCRSGKCVQVIDPDKDHKKGFFASVSCLALDASES
WLVCGRGRDLSVWSISASDCIAKISTNAPAQDVLFDDNQ
AGCTDGSCIIWDFETRGVAKELRDKECTAAITSVCWSKY
GHRILVSASDKSLILWDVLSGEKIAHTTLQHTVLQACLH
SNDRLIRIYKNLLPPKDGLKMLDELNESFNESDDVEKLK
ISVSLTGLVYIWAKDYTENWSAFAPDFKELEENEEYVER
IAAAFSPDGKILASTHGDHTVKLIDSQTGSCLKVLRGHR
RTPWVVRFHPLYPEILASGSLDHEVRLWDANTAECIGSR
NFYRPIASIAFHARGELLAVASGHKLYIWHYNRRGETSS
ILHYDSSHGLNLKSSGFLDENVPEVQTYALEC
KLDDASNKSFKFLRINLPAGGHPTAVAFGDGVSSVIVAS
VHEQKAILTLSGAAANYDSGDGSTIIASCSEGTDIIIWH
VWEIVYSKDGSVKGVTKVMQLKGHKSAVTWLCFTPNSEQ
IVTASKDGSIRIWN
INVRYHLDEDTKTLKVFPIPLQDSS
AEKAHDGDITCMSWAPQSIPTGDKKVNVLATASGDKKVK
LWAAPPLPS
TTHPLDNLSFSVPSLAFSPSPPHLLAAAHSATVSLFSPH
RTTISSFSDVVSSLSFRSDGQLLAASDLSGLIQVFDVRS
RTPLRRLRSHARPVRFVRYPVLDKLHLVSGGDDALVKYW
DVAGESVVSELRGHKDYVRCGDCSPADANCFVTGSYDHV
VKLWDVRVRDGNRAATEVNHGSPVQDVIFLPSGSLVATA
GGNSVKIWDLIGGGRMVYSMESHNKTVTSICVGTMGAQQ
SGEEGVQLRILSVGLDGYMKVFDYSRMKVTHSMRFPAPL
AHSRKISCVLWWPSGRHDKLVSIDEENIFLWGLDCSKKS
AQVQSQESAGMLHNLSGGAWDPHDVNTVAATCESSIQFW
DLRTMKKANSLESVHARDLDYDMRKKHLLVTSEDESGVR
DSAVNLWWSSTASSDELISERLIDSPTRKLDPLLHSYND
YEDSVYGLAWSSREPWIFASLSYDGRVVVESVKPFLSRK
FGSAGDDCQLMIWDLRTNKAQQCVKAHEKEVNSVSFNSY
NDWILATASSDTTVGLFDMRKLTTPLHVFSSHEGEVLQV
EWDPNHEAVLASSSEDRRVMVWDLNRIGDEQQEGDASDG
WQMAESICGDDDDMQAMEGYI
TVRLWAPSAGERRKYEVARVLLGHKSFVGPLAWVPPSEE
LPEGGIVSGGMDTLVMAWDLRNGEAQTLKGHQLQVTGIV
LDGGDIVSASVDCTLIRWKNGQLTEHWEAHKAPIQAVIR
LPSGELVTGSSDTTLKLWRGKTCTQTFVGHTDTVRGLAV
MPDLGILSASHDGSIRLWAVSGECLMEMVDHTSIVYSVD
SHASGLIVSGSEDRFAKIWKDGVCFQSIEHPGCVWDVKF
LEDGDIVTACSDGTIRIWTNQEDRMANSTELELFDLELS
QFLAVGSYDQMLRVLSHLTWKTFAEFTHLSNVRAPCCAA
IFKEVDEPLQIDMSELSLSDDYMQGNSGDAPEGHYRVRY
DVTEVPITLPCQKPPADRPNPKQGIGLMSWSNDSQYICT
RNDSMPTILWIWDMRHLELAAILVQKDPIRAAVWDPTGT
RLVLCTGSSHLYMWT
PSGAYCVSVPLSQFNITDLKWNSD
LVTAGEDDSVRLYDIANARLLKTTFHKKHGTDRVCFTHH
VSLCMSPINDSFMSGSLDHSVRMWDLRVNACQGILRLRG
VGGDTSEVCDIKFSNDGKSVLLSTTNNNIYVLDAYAGDK
RIVSVSQDGRFIVWNALTSQKTHAIRLPCAWVMTCAFAP
NGQSVACGGLDSVCSIFNLNSPVDRDGNLPVSRMLSGHK
GYVSSCQYVPDGDAHLITGSGDQTCVLWDITTGLRTSVF
GGEFQSGHTADVLSVSINGSSPRIFVSGSCDSTARMWDT
LFDIRTGHELQVYYQQRGIDEIPHVTSIAFSISGRLLIA
GYSNGDCFVWDTLLAQVVLNLGSLQNSHEGRISCLGVSA
DGSALCTGSWDTNLKIWAFGGIRRVT
KLWDWQTGKVKLSFDSGHLSNVFQAKIMPYTDDRSIVTC
AADGQARHAQILEGGQVQTMLLAKHRGRAHKLAIDPGSP
HIVYTCGEDGLVQRLDLRSNTARELFTCREVYGTHVEVV
HLNAIAIDPRNPNLFVIGGSDEYARVYDIRNYKWNGSHN
FGRSANYFCPSHLIGEAHVGITGLAFSGQSELLVSYNDE
SIYLFTQEMGLGPDPLSASTKSVDSNSSEVTSPTAVNVD
DNVTPQVYKGHRNCETVKGVGFFGPKCEYVVSGSDCGRI
FIWKKKGGQLIRVMAADKHVVNCIEPHPHIPALASSGIE
NDIKIWT
PKAIERATLPMNVEQLKPKARGWMNRISSPRQ
VNLWAIGKPNSLMSLCGHTNAVESVAFDSAEVLVLAGAS
SGVIKLWDVEEAKLVRGLTGHRSNCTAMEFHPFGEFFAS
GSTDTNLKIWDIRKKGCIHTYKGHTRGISTIRFSPDGRW
VVSGGNDNVVKVWDLTAGKLLHDFKFHENHIRSIDFHPL
EFLLATGSADRTVKFWD
LETFELIGSSRPEAAGVRAIAF
HPDGRTLFCGLEDSLKVYSWEPVICHDGVDMGWSTLADL
FLVATSWDNQVRCWEIVRSGTSLGTTPKASISHDQPVLC
STWKDDGTTVFSGGCDKQVKMWPLSGGQPMTVAMHDAPI
KEISWIPEMNLLVTGSWDKTLRYWDTRQANPVHIQQLPE
RCYALTVRHPLMVVGTADRNLIIYNLQSPQTEFKRISSP
DKDSKQRLKAMSRCSQPIPCSTFNNDGSIFAYSACYDWS
FSPDGKQLASGSGDTTVRLWD
LSTQTPMFTCKGHKNWVL
SIAWSPDGKHLVSGSKAGEIQCWDPLTGQPSGNPLVGHK
KWITGISWEPVHLSSPCRRFVSSSKDGDARIWDVTLRRC
VICLSGHTLAVTCVKWGGDGVIYTGSQDCTIKVWETSQG
GITGKFVAAFRGHVGPVYQISWSADSRLLLSGSKDSTLK
IWD
IRTKKLKRDLPGHADEVFAVDWSPDGEKVVSGGKDK
VGLNNSDVQLWDSADNRLLRTLRGGHRSRVGSLAWNNHI
LTTGGMDGLIVNNDVRVRSHIVDTYRGHTQEVCGLKWSA
SGQQLASGGNDNILHIWDRSTASSNSPTQWLHRLEEHTA
AVKALAWCPFQGNLLASGGGGGDRTIKFWNTHTGACLNS
KIAELTGHTSRVLFMAQSPDGCTVASAAGDETLRFWNVF
DQTARVWHIEPHGHGKVKDIELKGHTDSVDQLCWDPKHA
DLIATASGDKTVRLWD
ARSGKCSQQAELSGENINITYKP
IAIDPVGRYFAVGSADSLVSLWDISEMLCVRTFTKLEWP
VRTISFNHTGDYVASASEDLFIDISNVQTGRTVHQIPCR
SGSDDAQICLWDINATPKNKSLDAMQIFKVHEGVVEDVA
WHLRHEYLFGSVGDDQYLLIWDLRTPSVTKPVQSVVAHQ
SEVNCLAFNPFNEWVVATGSTDKTVKLFDLRKISTALHT
FDAHKEEVFQVGWNPKNETILASCCLGRRLMVWDLSRID
ASVAEDNILQIWQMAENIYHDEDDVPGEESNKGS
CPLMPPPRSTIAAAFSPDGKILASTHGDHTVKLIDSQTG
SCLKVLRGHRRTPWVVRFHPLYPEILASGSLDHEVHLWD
HYNRSGETSSPTIVLRTPRSLRAVHFHPHAAPFLLTAEV
ELVRVLPSAEDEVNVACFHPSVGGGLVYGTKEGKLRILQ
RTIRLWNPHRGIHIKTYKSHGREVRDVHCTSDNSKLISC
GGDRQIFYWDVSTGRVIRRFRGHDSEVNAVKFNDYASVV
VSAGYDRSVRAWDCRSHSTEPIQIINTFQDSVMSVCLTK
TEIIGGSVDGTVRTFDIRIGREISDDLGQPVNCISMSND
GNCILASCLDSTLRLVDRSAGELLQEYKGHTCKSYKLDC
CLTNTDAHVAGGSEDGYVFFWDLVDASVISKFRAHSSVV
TSVSYHPKEDCMITASVDGTIKVWKT
LSRHKGPVRGLEFNVIAPNLLASGADDGEICIWDLAAPR
TTVVWDLKKQKPVISFSDSVRRRCSVLQWNPDLATQLVV
NDSSYLVTCAKDNRTICWDTVTGEIVCELPAGSNWNFDV
HWYPKIPGVISASSFDGKIGIYNVEGCSRYGVRENEFGA
SIQDHISTLAADPGSAKSPGSAGTNNKQSSKAAGGNDKT
CLILWDARTGSSPAIKVEKAHHADLHCVDWNPHDVNLIL
TGSADNTVRMFDRRNLTSGGVGSPVHTFEGHNAAVLCVQ
WSPDKSSVFGSSAEDGILNIWDHEKIGRKIETVGSKVPN
GGGGTLQIWRMIDLIYRPEEEVLAELDKFKSHILSCTS
DEDKDESFYTVSWACNIDRTPFVVAGGINGIIRVIDAGN
N
VHTGICILIFAGAGGHRNEVLSVDFHPSDKYRIASCGM
DNTVKIWSMKEFWTYVEKSFTWTDLPSKFPTKYVQFPVF
IAPVHSNYVDCNRWLGDFVLSKSVDNEIVLWEPKMKEQS
GKIYVWELQSSPPVLIAKLSHPQSKSPIRQTAMSFDGST
ILSCCEDGTIWRWDAITASTS
VKFSTDGREVVAGSSDDSIYVYDLVANKLSLRIPAHESD
VNTVCFADESGHIIYSGSDDTYCKVWDRRCLSARNKPAG
VLMGHLEGITFIDSRGDGRYFISNGKDQTIKLWDIRKMG
GHSVLRTLIRCYFSPVHSTGQKYIYTGSHDSCVYIYDVV
EFFGNGETEIPAMKKRIRRRHLY
CPSTAQEFCSVGDDSCLILWDARVGTNPVAKVEKAHNGD
LHCVDWNPHDNNLILTGSADNSVNMFDRRNLTSNGVGSP
VYKFEGHKAAVLCVQWSPDKPSVFGSSAEDGLLNIWDYE
DGQPLLASGSSSGVVSIWNLDKRRLQSVIRDAHDGSIIS
LRMVRKFEGHTDRITDLCFSEDGKWLLSSSMDGSLRIWD
IILARQVDAVFVDVSITALSLSPNMDILATTHVDQNGVF
EESNEPTIRHSESKDVPSFRPSLEQIPDLVTLSLLPKSQ
WQSLINLDIIKVRNKPVEPPKKPEKAPFFLPSIPSLSGE
ILFKPSEMSDKGDMKADEDKSKITPEVPSSRFLQLLHSC
SEAKNFSPFTTYIKGLSPSTLDLELRMLQIIDDDAVDAD
ADDPQDVDKRQELLSIELLMDYFIHEISCRSNFEFVQAL
VRLFLKIHGETIRRQSVLQNKAKVLLETQCSVWQRVDKL
FQGARCMVAFLSNSQF
FSVDGSRFATGGVDGRLRILEWPSLRIILDEPKAHKSIR
DLDFSLDSEFLATTSTDGSARIWKAEDGLPCTTLTRRSD
WSSDGSKLVSVSDDRSARIWEVHCKVQYSEDAGEVGLLF
GHSARVWDCYISDNLIVTAGEDCSCRVWGLDGQQHDVIK
FRQSPSSFTPASVIRAGSRFVNAIAYLPPTPRAPQGYAV
VGGQDTVVNVFALGPGDKEEPEYTLVGHTDNVCALSVNS
DDTIISGSWDKTAKVWKDFALVYDLKGHQQSVWAVLAMN
EKEFLTASADRTIKYWVQHKTMQTYEGHRDAVRGLALIP
DIGFASCSNDSEIRVWTMGGDVVYTLSGHTSFVYSLSVL
PNGDLVSAGEDRSVRVWRDGECSQVIVHPAISVWAVSTM
PNGDIISGSSDGVVRVFSESEKRWATASELKALEDQIAS
MPPQKIESGHKDTVHDLAMDYYGKRLATASSDHTINVVG
VSSSGSQHLATLIGHQGPVWQISWAHPKFGSLLASCSYD
GRVIIWREGNPNEWTQAQVFEEHKSSVNSVAWAPHELGL
CLACGSSDGNISVFTARQDGGWDTSRIDQAHPVGVTSVS
WAPSTAPGALVGSGMMEPVQKLCSGGCDNTVKVWKLYNR
VWKLDCFPVLQMHTDWVRDVAWAPNLGLPKSTIASASQD
GRVIIWTLAKEGDQWQGKVLYDFRTPVWRVSWSLTGNIL
AVADGNNNVSLWN
EAVDGEWIQVSTVEP
SVDGFIEVWDYMSGKLKKDLQYQADETFMMHDDPVLCVD
FSRDSEMLASGSQDGKIKVWRIRTGQCLRRLERAHSQGV
TSVLFSRDGSQLLSTSFDGSARIHGLKSGKQLKEFRGHS
SYVNDAIFSNDGSRVITASSDCTVKVWD
VKTSDCLQTFK
PPPPLRGGDASVNSVHLFPKNADHIVVCNKTSSIYIMTL
QGQVVKSLSSGKREGGDFVAACVSPKGEWIYCVGEDRNL
YCFSCQSGKLEHLMKVHEKDVIGVTHHPHRNLVATYSED
STMKLWKP
VSAIRFFPKHGHLILSAGMDTKVKIWDVFNSGKCMRTYM
GHSKAVRDISFCNDGTKFLTAGYDKNIKYWDTETGKVIS
TFSTGKIPYVVKLHPDDEKQNILLAGMSDKKIVQWDMNT
LIYSTRERFQLNKKKRFAGHIVAGYACQVNFSPDGRFVM
SGDGEGRCWFWDWKSCKVFRTLKCHEGVCIGCEWHPLEQ
SKVATCGWDGLIKYWD
TKHETRHLSDHKNVARCARFSTDGRFFATGSADTSIKLF
EVSKIKQMMLPDSTDGAIRAVIRTFYDHTHPVNDLDFHP
QNTVLISAAKDHTVKFFDYSKATAKRAFRVIQDTHNVRS
VAFHPSGDFLLAGTDHPIPHLYDVNTFQCYLSANVPEFA
VNAAINQVRYSSSGGMYVTASKDGTIRFWDGASANCVRS
IAGAHGAAEVTSANFTKDQRYVLSCGKDSTVKLWEVGTG
SIRFWKETH
PVNHTSLSPDGKLLVIVGDDPEGILVDAKTGKTIMPLRG
HLDFSFASEWHPDGVTFATGNQDKTCRIWDIRNLSKSIA
VLKGNLGAIRSIRYTSDGRYMAIAEPADFVHVYDTKTGY
MTLFGEREMERRDRLRMLMAKLDAEGQLEKLMKAHEDEE
NTEGTILKTFEGHLDRLGRIAFHPSGKYLGTTSFDKTWR
LWDIESGEELLLQEGHSRSIYGIDFHRDGSLVASCGLDA
EDNTCRIWDLRKKKSLYTIPAHANLISEVKFEPQEGYFL
TLSATDSIIEALDIAEVELKRIAEHEEEKNNGKTAEFHP
NYVMLGLSPSDFILRALSNVQTNDLEQTLLALPFSDALK
LLSYLKDWTTYPDKVELVSRIATVLLQTHYNQLVSTPAA
RPLLTTLKDILHKKVKECKDTIGFNLAAMDHLKQLMALR
SDALFQDAKVKLLEIRSQLSKRLEERTDPREAKRRKKKQ
KKSTNMHAWP
SSMDFHRASSYLVTASDDESIRLYDVASATCLKTINSKK
YFKGHHDRVVSLSLCPRNECFISGSLDRTVLLWDQRAEK
LDSFRGTLLYTFNVKPTSSKSTLEASFSPEGMFVISGSG
DGSVYAWSVRGGKEVASWLSTDTEPPVIKWAPGNLMFAT
LVATSWDNQVRCWELTKNGASVTSVPKASMSHDQPVLCS
AWKDDGTTVFSGGCDKQAKMWSLMSGGQPVTVAMHDAPI
KEIAWIPEMNVLVTGSWDKTLKYWDTRQSNPVHTQQLPE
LKYQTRCVAAFPDQQGFLVGSIEGRVGVHHLDDSQISKN
FTFKCHRDNNDIYSVNSLNFHPVHHTFATAGSDGTFNFW
DKDSKQRLKAMSRCSQPIPCSTFNNDGTIYAYSVCYDWS
SKDIIATGGIDTSAVLFDRSSGQIMSTLSGHSKKVTSVN
FDAQGDMVLTGSADKTVRIWQGSEDGSYNCRHILKDHTA
EVQAITVHATNNYFATASLDNTWCFYEFSTGLCLTQVEG
ASGSEGYTSAAFHPDGLILGTGTSNADVKIWDVKTQANV
TTFSGHTGAITAISFSENGYFLATAAQDGVKLWDLRKLK
NFRTFSAYDKDTGTNSVEFDHSGCYLGLAGSDIRVYQVA
HNLRIFGLPSEDGAMES
QDGKLIIWNGFTTNKVHAIPLRSSWVMTCAYSPSGNLVA
CGGLDNLCSVYKVPHGGNKESSSAQKTYGELAQHEGYLS
CCRFIKDNEIVTSSGDSTCILWDVETKTPKAIFNDHTGD
VMSLAVFDDKGVFVSGSCDATAKLWDHRVHKQCVMTFQG
HESDINSVQFFPDGDAFGTGSDDSSCRLFDIRAYQQINK
YSSDKILCGITSVAFSKTGKSLFAGYDDYNTYVWDTLSG
NQVEVLTGHENRVSCLGVSEDGKALATGSWDTLLKIWA
DEVWLVQFSHNGKYLASASNDRSAIIWEVDENGSVSLKH
KLTGHQKPISSVCWSPDDRQLLTCGVGETVRRWDVSSGE
CLRVYEKAGHGLISCAWFPDGKWICYGVSDRSICMCDLE
GKEIECWKGQRTLSISDLEITSDGKQIISICRETAILLL
DREAKYERMIEENQTITSFSLSKDNRYLLVNLLNQEIHL
WDIKGDFRLVAKYKGLKRSRFVIRSCFGGLKQAFVASGS
EDSQVYIWHKGSGELIEPLPGHSGAVNCVSWNPANHHML
ASASDDRTIRIWGLNELNTRHKGARPNGVHYCNGNGTS
SSGAVRIWGAYNDHVLKKEFKVLSGRIDDLQWSPDGLRI
PTRPFRIVTCGEDFLVNFYEGPPFKFKLSRRDHSNFVNC
LRFSPDGNRFISVSSDKKGIIYDGKTGEKIGELSSDGGH
TGSIYAVSWSPDSKQVITVSADKSAKIWDISEDGSGNLR
IKWIQGIGFSGRVQRKESTQIKCLAAVDEEIVTSGYDNK
LRIYSISGDTLTEEAVLEKHRGAISVIHYSPDLSMFASG
DLNREAVVWDRASREVRLKNILYHTARINCLAWSPDSST
VATGSLDTCVIIYEVDKPASNRLTIKGAHLGGVYGLAFT
DDFSVVSSGEDACIRVWKINRQ
LKGIFSGSMDGDIRLWDIASRRTVCQFPGHQGPVRGLAA
STDGQILVSCGIDSTVRLWNVPVATLGESDGTHENLAKP
ISSFEWGTDTVISVRFNPGEPNVLATSGSDRSITLYDLR
VRIFQYNGGHSREVYHTKRMQRVFCVKFSCDASYVISGS
DDTNLRLWK
AKASEQLGVVLPRERRKHEYHEAVKSRYKH
LPEVKRIVRHRHLPKPIYKAGILRRTVNEADRRKEERRK
AHSAPGSSSAEPLRKRRIIKEIE
HAASVEDLQWSPTEENVFASCSVDGTIAIWDTRLGKTPA
ASFKAHDADVNVISWNRLATCMLASGCDDGTFSIHDLRL
LTIWDLSLEKDEEEEAEFKAKTKEQVNAPEDLPPQLLFV
YIWEECINLREVKSLRKLNHPNIIKLKEVIRENNELFFI
FEYMECNLYQIMKERSTPFSETAIIKFCYQILQGLSYMH
RNGYFHRDLKPENLLVTSDLIKIADFGLAREVLTSPPYT
DYVSTRWYRAPEVLLQSPTYTTAIDMWAVGAILAELFTL
HPLFPGESELDEIYKICGVLGTPDYETWPDGMQLAAFRN
FIFPQFLPVNLSVLIPHASPEAIDLITRLCSWDPQKRPT
AEQALHHPFFRIGMSIPLSLGGHFQDNTCAAEVDTKFHS
VFLARSKLPNNRGLRIAIKKFKQSKDGDGVSPTAIREIM
LLREFSHENVVKLVNVHINHVDMSLYLAFDYAEHDLYEI
IRHHREKLNHHNINQYTVKSLLWQLLNGLNYLHSNWIVH
RDLKPSNILVMGEGEEHGVVKIADFGLARIYQAPLKPLS
DNGVVVTIWYRAPELLLGAKHYTSAVDMWAVGCIFAELI
TLKPLFQGVEVKASPNPFQLDQLDKIFKVLGHPTIEKWP
TLMNLPHWSKNLQQIQQHKYDNAGLHIGPIPAKSPAYDL
LSKMLEYDPRKRITAAQALEHEYFRIDPQPGRNALVPSQ
DEEGVPPSSLREISLLQMLSQSIYVVRLLCVEHVTKKGK
PLLYLVFEYLDTDLKKFIDYRRSVNAGPLPQNVIQSFMY
QLLKGVAHCHSHGVLHRDLKPQNLLVDKSKGLLKVGDLG
LGRAFTVPLKCYTHEVVTLWYRAPEVLLGSTHYSTPVDI
WSVGCIFAEMVRRQPLFPGDCEIQQLLHIFTLLGTPTEE
MWPGVKRLRDWHEYPQWKPENLARAVPNLSPTGLDLISK
MLQCDPAKRISAKAAMNHPYFDDLDKSQF
DGEGIPPTALREISLLQMLSQDIYIVRLLDVKHTENKLG
KPLLYLVFEYMESDLKKYIDSYRRSHTKMPPSMIKSFMY
QLCRGVAYCHSRG DKEKGVLKIADLG
LSRAFTVPVKKYTHEIVTLWYRAPEVLLGATHYSLPVDI
WSVGCIFAEMSRMQALFTGDSEVQQLMNIFRFLGTPNEE
VWPGVTKLKDWHIYPEWKPQDISHAVPDLEPSGLDLLSQ
MLVYEPSKRISAKKALEHPYFDDLDKSQF
DDEGIPPTALREISLLQMLSQDIHIVRLLDVEHTENKNG
KPLLYLVFEYMDSDLKKYIDGYRRSHTKVPPNIIKSFMY
QLCQGVAYCHSRGVMHRDLKPHNLLVDKQRGVVKIADLG
LGRAFTIPIKKYTHEIVTLWYRAPEVLLGATHYSTPVDI
WSVGCIFAEMVRLQALFIGDSEVQQLFKIFSFLGTPNEE
IWPGVTKFRDWHIYPQWKPQDISSAVPDLEPSGVDLLSK
MLVYEPSKRISAKKALEHPYFDDLDKSQF
DGEGIPPTALREISLLQMLSQDMNIVRLLDVEHTENKNG
KPLLYLVFEYMDSDLKKYVDGYRRSHTKMPPKIIKSFMY
QLCQGVAYCHSRG DKQRGVLKIADLG
LGRAFTVPIKKYTHEIVTLWYRAPEVLLGATHYSTPVDI
WSVGCIFAEMSRMHALFCGDSEVQQLMSIFKFLGTPNEG
VWPGVTKLKDWHIYPEWRPQDLSRAVPDLEPSGVDLLTK
MLVYEPSKRISAKKALQHPYFDDLDKSQF
EEGIPPTAIREISLLKSLSQCIYIVKLLDVKASFNGKGK
HVLFMVFEYADSDLKKHIDAHRQCNTKLSPRSIQSYMFQ
LCKGIAYCHSHGVLHRDLKPQNILVDQKIGLLKIADLGL
GRACTVPIKSYTFEVVTLWYRAPEVLLGAKRYSMALDIW
SLGCIFAELCNLQALFAGDSQIQQLINIFRLLGTPNEQL
WPGVTQLSDWHEFPQWRPQDLSKVVFNLDPNGVDLLSKM
LQYDPAKRISAKEALDHPYFDSLDKSQF
FEKLDKIGQGTYSNVYKARDLDTGKIVALKKVRFDNLEP
ESVRFMAREIQVLRRLDHPNVVKLEGLVTSRMSCSLYLV
FEYMDHDLAGLAACPGIKFTEPQVKCYMQQLLRGLDHCH
SRGVLHRDIKGSNLLIDNGGILKIADFGLATFFHPDQRQ
PLTSRVVTLWYRPPELLLGATEYGVAVDLWSTGCILAEL
LAGKPIMPGRTEVEQLHKIFKLCGSPSEDYWKKSKLPHA
TIFKPQQPYKRCVAETFKDFPPSALALMEVLLAIEPADR
GTATSALKSDFFTTKPLACDPSSLPKYPPSKEFDAKIRD
VALKKVRFDSLDAESVRFMAREILVLRKLDHPNIVKLEG
LVTSEVSSSLYLVFEYMEHDLAGLAACPGIKFTEPQVKC
YMQQLLQGLDHCHRHGVLHRDIKGSNLLIDNGGILKIAD
FGLATFFYPDQKQLLTSRVVTLWYRPPELLLGATDYGVA
VDIWSAGCILAELLAGKPILPGRTEVEQLHKIFKLCGSP
SEDYWKESKLPHATIFKPQHPYKSCIAEAFKDFSPSALA
LLETLLAIEPGHRGEASGALKSEFFTTEPLSCDPSSLPK
YMAKEIETGEIVALKKIRMDNEREGFPITAIREIKLLKK
LQHENVIKLKEIVTSPGPEKDEQGKSDGNKYNGSIYMVF
EYMDHDLTGLAERPGMRFSVPQIKCYMKQLLIGLHYCHI
NQ
DNNGILKLADFGLARSFCSDQNGN
LTNRVITLWYRPPELLLGSTKYGPAVDMWSVGCIFAELL
YGKPILPGKNEPEQLTKIFELCGSPDESNWPGVSKLPWY
SNFKPQRQMKRRVRESFKNFDRHALDLVEKMLTLDPSQR
ISAKDALDAEYFWTDPVPCAPSSLPRYEPSHDFQTKRKR
RGRRKADGLIVALKEVHDYQSSWREIEALQRLCGCPNVV
RLYEWFWRENEDAVLVLEFLPSDLYSVIKSGKNKGENGI
PEAEVKAWMIQILQGLADCHANWVIHRDLKPSNLLISAD
GILKLADFGQARILEEPEAIYEVEYELPQEDIVADAPGE
RLMEEDDSVKGVRNEGEEDSSTAVETNFGDMAETANLDL
SWKNEGDMVMQGFTSGVGTRWYRAPELLYGATIYGKEID
LWSLGCILGELLILEPLFSGTSDIDQLSRLVKVLGTPTE
ENWPGCSNLPDYRKLCFPGDGSPVGLKNHVPSCSDSVFS
ILERLVCYDPAARLNAKEVLENKYFVEDPYPVLTHELRV
IHLGKAKEGVNVTALREIKLLKELSHPNIIQLIDAYPHK
QNLHIVFEFMETDLEAVIKDRNLVFSPADIKSYLQMTLK
GLAVCHKKWVLHRDMKPNNLLIAADGQLKLGDFGLARLF
GSPDRKFTHQVFAVWYRAPELLFGAKQYGPAVDIWATGC
IFAELLLRKPFLQGVSDLDQIGKIFAAFGTPRQSQWPDV
ASLPDFVEFQFVPAPSLRSLFPMASEDALDLLSKMFTLD
PKNRITAQQALEHRYFSSVPAPTRPDLLPKPSKVDSSRP
KNRPSANFMETAQNDITPNMRAILVDWLVEVSEEYKLVP
DTLYLTVSYIDRYLSANPTSRHKLQLLGVSCMLIASKYE
EVCPPHVEEFCYITDNTYTRDEMLSMERKILIFLNFEMT
ECSFLQYLPSLIAASTVFLSRLTLDFLTNPWNPTLAHYT
GYKASQLKDCVMAIYNVQMNRKGSTLVAIREKYQQHKFK
CVASLPPPPFIAERFFDTPN
TTQRDINANMRSVLIDWLVEVSEEYKLVPDTLYLTVSYI
DRFLSANVVNRQRLQLLGVSCMLVASKYEEICAPPVEEF
CYITDNTYKKEEVLEMEISVLNRLQYDLTTPTTKTFLRR
FIRAAQASCKVSSLHLEFMGNYLAELTLVEYDFLKYLPS
LIAAAAVFVARMTLDPMVHPWNSTLQHYTGYKVSDMRDC
ICAIHDLQLNRKGCTLAAIREKYNQPKFKCVANLFPPPI
ISPQFLIDNEV
WLIEVHRTFLLMPETLYLTVNIIDRYLSIQSVTRNELQL
MGITAMFIASKYEEISPPKINDLVYITKDAYTSKQIVNM
EHTILNRLKFKLTVPTPYVFLVRFLKAAGPDKVMKNLAF
FLVDLCLLHYKMIKYSPSMLAAAAVYTAQCTLKKHPYWN
KTLILHIGYSEAHLRECAHLMADLHLKAEGSNLKSVYKK
YSYPIFGSVAFLSPAKIPAGTVAAPAIDKCAHQIYLRNLR
SCVPDYMPRQQEINPKMRAVLINWLIEVHYRFGLMPETL
YLTTNLIDRYLATQLVSRSNYQLVGATAMLLASKYEEIW
APEMNDFLDILENKFERKHVLVMEKAMLNKLKFHLTVPT
PYVFLVRFLKAAASDEEMENLVFFLMELSLMQYVMIKFP
PSMLAAAAVYTAQITLKKTTVWNDVLKRHTGYSEIDLKE
CTRLMVAFHQSSEESKLNVVFKKYSMPEYDSVALIKPAK
LPA
PVSMLVQRETHYMLPEDYLQRLRNRTLDVNVRREAVGWI
LKVHSFYNFSAPTAYLAVNYLDRFLSRHRMPQGVKAWMI
QLMAVACLSLAAKMEETQVPLPSDLQREDARFIFDARTI
QRMELLILSTLQWGMRSITPFSFIDYFAYRAVQGHGHGH
DATPKAVMSRAIELILSTTEEIDFMEYRPSAIAAAALLC
AAEEVVPLQAVHYKRALSSSITDVDKDKMFGCYNLIQET
IIEGGCYWTPMSLQSTEKTPVGVLDAAACLSNTPTSSYS
TEYDPQLVAPTCLYLASKAEESTVQAKLVIFYMKKYSKH
RYEIKDMLEMEMKLLEALDYYLVIYHPYRPLIQFLQDAG
LNDLKVTAWALVNDTYRTDLILTYPPYMIALACIYFACI
MEEKDAQAWFEELRVDMNEIKNISMEIVDYYDNYRVIPD
YQNLGLDFTARQNAIGWILKVHGSYNFGPLTAYLSINYL
DRFLSRNPLPKAKVWMLQLLSVACLSLAAKMEETQVPLL
LDLQAEEPDFLFEPRTIQRMELLVLSTLEWRMLSVTPFS
SAEAKARQDAVDWILKVHAHYGFGPVTAVLSINYLDRFL
SANQLQQDKPWMTQLAAVACLSLAAKMDETEVPLLLDFQ
VEEAKYIFESRTIQRMELLVLSTLEWRMSPVTPLSYIDH
MPQIQYSEKYTDDTYEYRHVVLPPETAKLLPKNRLLNEN
EWRAIGVQQSRGWVHYAIHRPEPHIMLFRRPLNYQQNQQ
MDQIEYSEKYYDDTYEYRHVELPPDVARLLPKNRLLTEN
EWRGIGVQQSRGWVHYAIHCSEPHIMLFRRPLNYEQNHQ
MDQIEYSEKYYDDTYEYRHVELPPDVARLLPKNRLLTEN
EWRGIGVQQSRGWVHYAIHCSEPHIMLFRRPLNYEQNHQ
MPQIQYSEKYYDDTYEYRHVVLPPDVARLLPKNRLLNEN
EWRGIGVQQSRGWVHYAIHRPEPHIMLFRRHLNYQQNQQ
YEPTSMRAIRARYNPYVQTRSRIDQLKRLGHTVDKVEFI
LMGGTFMSLPADYRDYFIRNLHDALSGHTSSNVEEAVCY
SEHSATKCIGLTIETRPDYCLGPHLRQMLSYGCTRLEIG
VQSTYEDVARDTNRGHTVAAVADCFCLAKDAGFKVVAHM
MPDLPNVGVERDMESFREFFENPAFRADGLKIYPTLVIR
TRQDILVGLLRLRKCGHNTTCPELKGRCSIVRELHVYGT
AVPVHGRDADKLQHQGYGTLLMEQAERIAWKEHRSIKIA
VISGVGTRHYYRKLGYELEGPYMMKYLN
TNDYEYYVHYTEFNRRLDEWVKLEQLELDSVETDADEKV
DDKAGSLKMTRHQKRKIDETHVEGNEELDAASLREHEEF
DGKKNKVYAQNLCYLAKLFLDHKTLYYDVDLFLFYILCE
CDERGCHMVGYFSKEKHSEESYNLACILTLPPYQRKGYG
KFLISFSYELSKKEGKVGTPERPLSDLGLLSYRGYWTRV
LLDILKKHKSNISIKELSDMTAIKADDVLSTLQGLDLIQ
YRKGQHAICADPKVLDRHLKAVGRGGLEVDVCKLIWTPY
TLSMFEVDGKKNKIYGQNLCYLAKLFLDHKTLYYDVDLF
LFYVLCECDDRGCHVVGYFSKEKHSDEAYNLACILTLPP
YQRKGYGKFLIAFSYELSKKEGKVGTPERPLSDLGLLSY
RGYWTRILLDILKKQRGNISIKELSDMTAIKVEDVISTL
QVLDLIQYRKGQHVICADPKVLDRHLKAAGIAGLEVDVS
ALGLHDYHTIIKRPMDLGTVKSKLEKNLYNSPASFAEDV
KLTFSNAMTYNPKGHEVHTMAEQLLQLFEERWKTIYEEH
IAFCAITADEQVKGYGTRLMNHLKQHARDVDGLTHFLTY
ADNNAVGYFIKQDFTKEIKLEKERWHGYIKDYDGGILME
DPRDVPDYYDIIKDPMDVKRMFTNARTYNTHETIYYKCA
NR
PHRIRMAHSLIVHYALDEKMEVCRPNLLQSRELRVFHAD
DYISFLQSVTPETQHEQLRQLKRFNVGEDCPVFDGLYNF
CQTYAGGSVGAAIKLNNKEADIAINWSGGLHHAKKCEAS
GFCYVNDIVLAILELLKVHQRVLYIDIDIHHGDGVEEAF
YSTDRVMSVSFHKFGDYFPGTGHLKDVGYGKGKYYSLNV
PLNDGIDDESYKNLFRPIIQKVMEIYQPEAVVLQCGADS
LSGDRLGCFNLSVKGHADCVRFLRSFNVPLVLVGGGGYT
IRNVARCWCYETAVAVGVEPQDKLPYNEYYEYFGPDYTL
PHRIRMAHSLIVHYALDEKMEVCRPNLLQSRELRVFHAD
DYISFLQSVTPETQHEQLRQLKRFNVGEDCPVFDGLYNF
CQTYAGGSVGAAIKLNNKEADIAINWSGGLHHAKKCEAS
GFCYVNDIVLAILELLKVHQRVYIDIDIHHGDGVEEAF
YSTDRVMSVSFHKFGDYFPGTGHLKDVGYGKGKYYSLNV
PLNDGIDDESYKNLFRPIIQKVMEIYQPEAVVLQCGADS
LSGDRLGCFNLSVKGHADCVRFLRSFNVPLVLVGGGGYT
IRNVARCWCYETAVGVEVEPQDKLPYNEYYEYFGPDYTL
KPHRIRMTHALLVQYGLHKEMQILKPYPARDRDLCRFHA
DDYVAFLRGITPETIQDQVKALKRFNVGDDCPVFDGLYQ
YCQTYAGGSVGGAVKLNHKLCDIAINWAGGLHHAKKCEA
SGFCYVNDIVLAILELLKYHKRVLYVDIDIHHGDGVEEA
FYTTDRVMTVSFHKFGDYFPGTGDIRDIGCGKGKYYAVN
VPLDDGIDDESFQSLFKPIIQQVMLVYNPEAIVLQCGAD
SLSGDRLGCFNLSVKGHAECVRYMRSFNVPLLMVGGGGY
TVRNVARCWCYETGVAVGVEIDDKMPQHEYYEYFGPDYT
SYELHKKMEIYRPHKAYPVELAQFHSADYVEFLHRITPD
TQHLFTKELVKYNMGEDCPVFENLFEFCQIYAGGTIDAA
HRLNNQICDIAINWSGGLHHAKKCEASGFCYINDLVLGI
LELLKHHARVLYVDIDVHHGDGVEEAFYFTDRVMTVSFH
KYGDMFFPGTGDVKEVGEREGKYYAINVPLKDGIDDASF
TRLFKTIITKVVDIYQPGAIVLQCGADSLAGDRLGCFNL
SIDGHAQCVRIVKKFNLPLLVTGGGGYTKENVARCWSVE
TGVLLDTELPNEIPDNDYIKYFAPDYSLKINTAGNMENL
EVLEKHPENADRVRNMLSILRKGPIAPYTEWHTGRAAYL
SELYSFHRPDYVDMLAKTSTAGGKTLCHGTRLNPGSWEA
ALLAAGTTLEAMRYILDGHGKLSYALVRPPGHHAQPTQA
DGYCFLNNAGLAVELAVASGCKRVAVVDIDVHYGNGTAE
GFYERDDVLTISLHMNHGSWGPSHPQTGFHDEVGRGKGL
GFNLNVPLPNGTGDKGYEHAMHELVVPAISKFMPEMIVL
VIGQDSSAFDPNGRECLTMEGYRKIGQIMRQQADQFSGG
RLVVVQEGGYHITYAAYCLHATLEGVLCLPHPLLSDPIA
PHRMRMAHNLIVHYGLHQRMEVCRPHLAQSKDIRAFHTD
DYIHFLSSVAPDTQQEQLRQLKRFNVGEDCPVFDGLFNF
CQSSAGGSIGAALKLNRKDADIAINWAGGLHHAKKCEAS
GFCYVNDIVLGILELLKVHQRVLYIDIDIHHGDGVEEAF
YTTDRVMTVSFHKFGDYFPGTGHIKDVGYGKGKYYALNV
PLNDGIDDESYKHLFRPIIQKVMEVYQPEAVVLQCGADS
LSGDRLGCFNLSVKGHADCVRFVRSFNIPLMLVGGGGYT
IRNVARCWCYETAVAVGVEPQDKLPYNEYYEYFGPDYTL
PEQPDRIRVIWDKLNSAGVLHKCVMVEAKEASEEQLAGV
HSRKHIEVMKSIGTARYNKKKRDKLAASYSSIYFSQGSS
EAALLAAGSVVEISEKVASGELDAGVAIVRPPGHHAEAD
KAMGFCLFNNIAIAAKHLVHERPELGVQKVLIVDWDVHH
GNGTQHMFWTDPHVLYFSVHRFDAGTFYPGGDDGFYDKI
GEGKGAGYNINVPWEQGKCGDADYLAVWDHVLVPVAKSY
DPDMVLISGGFDAALGDPLGGCRLTPYGYSLMTKKLMEF
AGGKIVLALEGGYNLKSLADSFLACVEALLKDGPGRSSV
RDRGEPFTFKLGQGQVIKGWDQGIVTMKKGERALFTIPP
ELAYGSSGVRPTIPPNATLQFDVELLSWTNIVDVCNDGG
EEGVEFYVNDGHFCPAIAKAVKTMKRGESVILTIKPTYA
FGERGKDAEEGFAAIPPNATLTTSLELVSFKAVIAVTED
KGYEGEEPFQFVVDEEQVIAGLDKAVETMKTGEIALITI
GAEYGFGNFETQRDLAVIPPNSTLIYEVEMISFTKEKES
RDRGEPFTFNIGQGQVIKGWDQGIVTMKKREHALFTIPP
ELAYGASGMPPTIPPNATLQFDVELLSWTNIVDVCKDGG
EEGVEFYVNDGNFCPAIVKAVKTMKKGENVTLTIKPAYA
FGEQGKDAEEGFAAIPPNATITINLQLVSFKAVKEVTED
KGYAGEEPFQFVVDEEQVIAGLDKAVETMKTGEVALITI
GPEYGFGNIETQRDLAVIPPYSTLIYEVEMVSFTKEKES
REVRLEYLILKQKQIEYNKKDAKLYGNM
CTGEKGTGRSGKPLHFKGSSFHRVIPGFMCQGGDFTRGN
GTGGESIYGEKFADENFVKKHTGPGILSMANAGPNTNGS
QFFICTAQTSWLDGKHVVFGQVVEGLEVVRDIEKVGSGS
GRTSKPVVIADSGQLA
CTGEKGNGRSGKPLHFKGSSFHRVIPGFMCQGGDFTRGN
GTGGESIYGEKFADENFVKKHTGPGILSMANAGPNTNGS
QFFICTAQTSWLDGKHVVFGQVVEGLEVVRDIEKVGSGS
GRTSKPVVIADSGQLA
CTGEKGTGRSGKPLHFKGSSFHRVIPGFMCQGGDFTRGN
GTGGESIYGEKFADENFVKKHTGPGILSMANAGPNTNGS
QFFICTAQTSWLDGKHVVFGQVVEGLEVVRDIEKVGSGS
GRTSKPVVIADSGQLA
CTGEKGTGRSGKPLHFKGSSFHRVIPGFMCQGGDFTRGN
GTGGESIYGEKFADENFVKKHTGPGILSMANAGPNTNGS
QFFICTAQTSWLDGKHVVFGQVVEGLEVVRDIEKVGSGS
GRTSKPVVIADSGQLA
TPFKFKLGQGQVIKGWDQGIATMKKGENAVFTIPPDLAY
GESGSQPTIPPNATLKFDVELLSWASVKDICKDGGIFKK
FYVKDGYFCPAFAIAVKTMKKGEKVLLTVKPQYGFGHQG
REAIGNDVARSTNATLLVDLELVSWKVVDEVTDDKKVLK
EPFEFMAGEEQVVDGLDRAVMTMKKGEVALVSVAAEYGY
QTEIKTDLAVVPPKSTLIYEVELVSFVKEKESWDMNTAE
RDVKLEYRALKEKQKEYNKKEAKFYGNMFARMSKL
KGQPYIFRVGSGQVIKGLDEGLLSMKVGGKRRLYIPGPL
AFPKGLNSAPGRPRVAPSSPVIFDVSLEFIPGLESEEE
LGLFGEDVPKTAENFRALCTGEKGFGYKGSSFHRIIKDF
MLQGGDFDRGDGTGGKSIYGRTFEDENFKLAHVGPGVLS
MANAGPNTNGSQFFICTVKTPWLDKRHVVFGQVIEGMEI
VKKLESEETNRTDRPKRPCRIVDCGELP
AIVNTTKGLITLELFGKSSAHTVEKFVEWSERGYFNGLP
FYRVIKHFVIQVGDPKFAGNREDWTVGGQLNVQLEFSPK
HEAFMLGTSKLEDQGDGFELFITTAPIPDLNDKLNVFGR
VIKGQDVVQEIEEVDTDEHFQPKSPIIINDVRLKDEL
VDIAGKPAGRVVIGLFGKAVPKTVENFRALCTGEKGVGK
SGKPLHYKGSFFHRIIPSFMIQGGDFTLGDGRGGESIYG
TKFADENFKLKHTGPVFITTVTTDWLDGRHVVFGKIISG
MDVVYKVEAEGRQSGQPKRKVKIADSGELSMD
SRNSTCFLHYRAWAESTMHKFQDTWQEQQPLELVLGREK
KELSGFAIGVAGMKAGERALLHVDWQLGYGEEGNFSFPN
VPPRANLIYEAELIGFEEAKEGKARSDMTVEERIEAADR
SRRGYYNNVKFHRVIKDFMVQGGDPTGTGRGGESIYGPR
FEDEITRDLKHTGAGILSMANAGPNTNGSQFFISLAPTP
WLDEKHTIFGRVCKGMDVVKRLGNVQTDKNDRPIHDVKI
LRTTVKD
VADLRKAVEVSPEDETIAQALREASTELMEKGGTQDQNG
WSTKDPGQKPFTFTIGQGRVIKGWDEGVLDMQLGEIFKL
RCSPDYGYGSNGFPAWGIRPNSVLVFEIEVLSVN
CTGEKGIGPHTGVPLHYKGLPFHRVIKGFMIQGGDISAQ
NGTGGESIYGLKFDDENFQLKHERRGMLSMANSGPNTNG
SQFFITTTRTSHLDGKHVVFGKVIKGMGVVRGIEHTPTE
SNDRPSLDVVISDCGEIPEGSDDGIANFFKDGDLYPDWP
EGTLADTGEVFDTTREDNTLFSFELGKGTVIKAWDIAVK
TMKVGEVARITCKPEYAYGSAGSPPDIPENATLIFEVEL
VACKPRKGSTFGSVSDEKARLEELKKQREIAAASKEEEK
LVRLGCYNSNHFFRVDKGFVAQVADVVGGREVPLNSEQR
KEGEKTIVGEFSEVKHVRGILSMGRYSDPDSASSSFSIL
LGNAPHLDGQYAVFGKVTKGDDTLKRLEEVPTRQEGIFV
MPLERIRILSTYYYDTNERESNLTCDHEVSILKRRLVES
FDSSFERGDPIEFELGSGQVIKGWDQGLLGMCVGEKRKL
RIPSKLGYGAQGSPPKIPGGATLIFDTELVAVNGKGISN
NFRALCTGEKGIGKSGKPLCYAGSGFHRVIKGFMCQGGD
FTAGNGTGGESIYGEKFEDEAFPVKHTKPFLLSMANAGK
DTNGSQFFITVSQTPHLDDKHVVFGEVIKGKSIVRAIEN
YPTASGDVPTSPIIISACGVLSPDDPSLAASEETIGDSY
TPYGFDVGASERGAVLKGLDLGVQGMRVGGQRILIVPPE
LAYGNTGIQEIPPNATLEFDVELISIKQSPFGSSVKIVEG
EVWFLQFSNNGKYLASASKDCSAIIWEITEGDSFSMKHR
LSAHQKPVSFVAWSPDDKLLLTCGIEEVVKLWNVETGEC
KLTYDKANSGFTSCGWFPDGERFISGGVDKCIYIWDLEG
SASDDYTIRIWGVNRNTFRSKNASSSNGVVHLANGGP
NEWFCTGSADRTIKIWEVATGKLKLTLTGHIEQIRGLAV
SSRHPYLFSAGDDKQVKCWDLEYNKAIRSYHGHLSGVYC
LALHPTLDILCTGGRDSVCRVWDIRTKAQIFALSGHENT
VCSVFTQAIDPQVVTGSHDTTIKLWD
LAAGKTMSTLTYH
KKSVRAIAKHPFEHTFASASADNIKKFKLPKGEFLHNML
SQQKTIVNAMAINEDNVLVSAGDNGSLWFWDWKSGHNFQ
MWKEDETATPESHPINFKAPKDIRRF
WNVETGAQLFSFNFESPARAVDLAIGDKLVVITTDPFME
LNSTIISGGEDSVVRIWDSETGKLLRESDKETGHQKPIT
SLCKSADGSHFLTGSLDKSARLWDIRTLTLIKTYVTERP
RLHHFDPDYFHIKM
WNVETGNQLFSFNFESPARAVDLAIGDKLVVITTDPFME
LNSTIISGGEDSVVRIWDSETGKLLRESDKETGHQKAIT
SLCKSADGSHFLTGSLDKSARLWDIRTLTLIKTYVTERP
RLHHFDPDYFHIKM
SRQIAGVTCINFCPEPPHDFAVTSSTRVHIYDGKSCELK
KTITKFKDVAYSGVFRSDGQIIAAGGETGVIQVFNAKSQ
RLWDLRNSKTVLQLKHGKPLEDVLFFPSGGLLATAGGNV
VKVWDILGGGRPIHTMETHQKTVMAMCISKVPRSGQALG
DAPSRLVTASLDGYMKVFDLDHFKVTHSARYPAPILSMG
NYWLAGN
QRGEE
KYL
SF
VMGSDVKFLTQLSGHVKAIRGIAFPSD
SGKLYSGGQDKKVIVWDCQTGQGTDIPLNDEVGCLMSEG
MLFAGTHDGSILAWKFSPASNTFEPAASLVGHTQAVVSL
VSGADRLYSGSMDKTIRVW
DL
GTFQCLQTLRDHTSVVMS
LLCWDQFLLSCSLDNTVKVWVATSSGALEVTYTHNEEHG
VLALCGMNDEQAKPVLLCSCNDNTVRLYDLPSFSERGRI
FSRNEVRTFQIAPGGLFFTGDATGELKVWNWATQKS
RIVSASQDGRLIVWNALTSQKTHAIKLPCAWVMTCAFSP
SGQAVACGGLDSVCSIFQLNNQLDRDGHLPVSRILSGHR
SYVSSCQYVPDGDTHVITGSGDRTCIQWDVTTGQRIAIF
GGEFPLGHTADVMSVSISAANPKEFVSGSCDTTTRLWDT
LFDIRTGHQLQVYRQPPRENQSPTVTAIAFSFSGRLLFA
GYSNGDCFVWDTILEKVVLNLGELQNTHNGRISCLGLSA
DGSALCTGSWDKNLKIWAFGGHRKIV
LKSIFSGSVDGDIRLWDIAARRTVQQFPGHRGAVRGLTV
STEGGRLISCGDDCTVRLWDIPVAGIGESSYGSENVQKP
LATYVGKNSFRAVDYQWDSNVFATGGAQVDIWDHDRSEP
TNSFAWGSDTVISVRFNPAEKDIFATTASDRSIVLYDLR
MASPLNKLIMQTRNNAIAWNPREPMNFTAANEDCNCYSY
VRIFPYNAGHSREIYHTKRMQRVFCVKFSGDATYVVSGS
DDANIRLWKAKASEQLGVLLPRERKRHEYLDAVKERFKH
GTLRGHLDYSFAAAWHPDGYILATGNQDTTCRLWDVRKL
SSSLAVLKGRMGAIRSIRFSSDGRFMAMAEPADFVHLYD
ILLWN
LTKEPEKYGVPRRRLTGHSHFVQDVVISSDGQFA
LSGSWDSELRLWDLNTGLTTRRFVGHTKDVLSVAFSIDN
RQIVSASRDRTIKLWN
T
LGECKYTIQPDAEGHSNWISCV
RFSPSATNPTIVSCSWDRTVKVWN
LTNCKLRNTLVGHGG
YVNTAAVSPDGSLCASGGKDGVTMLWDLAEGKRLYSLDA
GDIIYALCFSPNRYWLCAATQQCVKIWDLESKSIVADLR
FGIIAGGLVDGTINIWNPATLINSEDNGDALIARLEQHT
GPVRGLEFNTISTNLLASGAEDGELCIWDLANPTAPTHF
PPLKGVGSGAQGEISFLAWNRKVQHILASTSYSGTTVVW
DLRRQKPIISFPDATRRRCSVLQWNPDASTQLIVASDDD
NSPTLEAWDLRNTISPYKEFVGHSRGVIAMSWCPSDSLF
LLTCAKDNRTLCWDTGSGEIVCELPAGANWNFDVQWSPK
IPGILSTSSFDGKIGIHNIEACSRNVSGEVEFGGAIVRG
AWNCTGTKLASGSVDQTARVWNIEPHGHSKTKDLELKGH
ADSVDQLCWDPKHSELLATASGDRTVRLWD
ARSGKCSQQ
VELSGENINITFKPDGTHIAVGNRDDELTIIDVRKFKPL
HKRKFSYEVNEIAWNTTGELFFLTTGNGTVEVLSYPSLQ
VLHTLVAHTAGCYCIAIDPIGRYFAVGSADALVSLWDLS
EMLCVRTFTKLEWPVRTISFNHDGQYIASASEDLFIDIA
DVQTGRTVHQISCRAAMNSVEWNPKYNLLAFAGDDKNKY
MQDEGVFRVFGFETP
WDRKVRLYDASANSLKGQFVHGGPVLDCCFHDDASGFSG
SADNTVRRYDFSTRKEDILGRHEAPVRCVEYSYAAGQVI
TGSWDKTLKCWDPRGASGQEKTLVGTYSQLERVYSMSLV
GHRLVVATAGRHINVYDLRNMSQPEQRRESSLKYQTRCV
RKSEAGRDTVYPVNAIAFHPIYGTFATGGCDGYVNVWDG
VLTGSYDYSVRMYDFQGMTSQLKSFRQLEPAEGHQVRSL
SWSPTSDRFLCVTGSAQAKIFDRDGLTLGEFVKGDMYLR
DLKNTKGHISGLTCGEWHPKEKQTILTCSEDGSLRIWD
V
DGSIQVWNLKPGWGSRPDLYVAKGHDDDITGLQFSADGN
ILLTRSTDETLKVWDLRKAITPLQVFRDLPNNYAQTNVA
RGVYKGHKDTVEDVQFCPSNAQEFCSVGDDSALILWDAR
RMFDRRNLTSSGVGSPVHKFEGHSAPVLCVQWCPDKASV
FGSAAEDSYLNVWDYEKVGKNVGKKTPPGLFFQHAGHRD
NMK
YFDEKAQAGEWDEVERYLSGFTKVDDNRYSMKIFFEIRK
QKYLEALDRQDRAKAVDILVKDLKVFSTFNEELYKEITQ
DFHPSQQTFLLVGTKNGEITLWEVGSREKLATRSFKIWD
VTCGDDKMIKVWDAVTGRKLYNFEGHDAPVYSVCPHHKE
NIQFIFSTAVDGKIKAWLYDHLGSRVDYDAPGHSCTTMM
ITDINPEEAVPCIALSKNDSYVMSASGGKVSLFNMMTFK
VMTTFMPPPPASTFLAFHPQDNNIIAIGMEDSTIHIYNV
WNTETWEKRKSKTIQMPVGKTVSGDTRVQFHSDQLHILV
SGSDDAQICLWDINVPAKNKVLEAQQIFKVHEGVVEDVA
WHLRHEYLFGSVGDDRHLLIWDLRTSATNKPLHSVVAHQ
GEVNCLAFNPFNEWVLATGSADRTVKLFDLRKISSALHT
FSCHKEEVFQIGWSPKNETILASCSADRRLMVWDLSRID
RTIKLFGLNASDTPSLLASLTGHEGPVWQVAWAHPKFGS
MLASCSYDGRVIIWREGQQENEWSQVQVFKEHEASVNSI
SWAPHELGLCLACGSSDGSITVFTCREDGSWDKTKIDQA
HQVGVTAVSWAPASAPGSLVGQPSDPIQKLVSGGCDNTA
KVWKFYNGSWKLDCFPPLQMHTDWVRDVAWAPNLGLPKS
TIASCSQDGKVVIWTQGKEGDKWEGRILNDFKIPVWRVN
WSLTGNILAVADGNNSVTLWKEAVDGDWNQVTTVQ
RTIKLFGMNTSDTPTLLASLTGHEGPVWQVAWAHPKFGS
MLASCSYDRRVIIWREGQQENEWSQVQVFKEHEASVNSI
SWAPHELGLCLACGSSDGSITVFTGREDGSWDKTKIDQA
HQVGVTAVSWAPASAPGSLVGQPSDPVQKLVSGGCDNTA
KVWKFYNGSWKLDCFPPLQMHTDWVRDVAWAPNLGLPKS
TIASCSQDGRVVIWTQGKEGDKWEGKILNDFKTPVWRIS
WSLTGNILAVADGNNNVTLWKEAVDGEWNQVTTVQ
QGSKHVLSMAVSSDGRYLATGGLDRYIHLWDTRTQKHIQ
AFRGHRGAVSCLAFRQGTQQLISGSFDRTIKLWSAEDRA
ETQLVFRGHAASLECCCFINNEDFLSGSDDGSIELWSML
ANYLVATSWDNQVRCWEVLQTGASMPKAAMSHDQPVLCS
TWKDDGTAVFSAGCDKQAKMWPLLTGGQPVTVAMHDAPI
KDIAWIPEMNLLATGSWDKTLKYWDTRQSNPVHTQQLPE
RCFALSVRHPLMVVGTADRNLIIFNLQNPQTEFKRISSP
LKYQTRCVAAFPDKQGFLVGSIEGRVGVHHVEEAQQSKN
FTFKCHRDSNDIYAVNSLNFHPVHQTFATAGSDGAFNFW
DKDSKQRLKAMARSNQPIPCSTFNSDGSLYAYAVSYDWS
DSVVALSFSNDGLLLASGGLDGVVRIWDASTGNLIHVLD
GPGGGIEWVRWHPKGHLVLAGSEDYSTWMWNADLGKCLS
VYTGHCESVTCGDFTPDGKAICTGSADGSLRVWNPQTQE
NIKNGKVVASLVGHSGSIECVRFSPSLTWVATGGMDKKL
MIWELQSSSLRCTCQHEEGVMRLSWSLSSQHIITSSLDG
IVRLWDSRSGVCERVFEGHNDSIQDMVVTVDQRFILTGS
DDTTAKVFEIGAF
HVLELTPNGIVEVCAFDSSDGLYDCTWSEANENLVVSAS
GDGSVKIWD
IALPPVANPIRSLEEHAREVYSVDWNLVRK
DCFLSASWDDTIRLWTIDRPQSMRLFKEHTYCIYAAVWN
PRHADVFASASGDCTVRIWDVREPNATIIIPAHEHEILS
CDWNKYNDCMLVTGSVDKLIKVWDIRTYRTPMTVLEGHT
YAIRRVKFSPHQESLIASCSYDMTTCMWDYRAPEDALLA
RYDHHTEFAVGIDISVLVEGLLASTGWDETVYVWQHGMD
WNQQSAQPLLRFNEHTAAVKAIAWSPHQHGILASGGGTA
TIVTGAGDETLRFWSIFPSPKSQSAVHDSGLWSLGRTHIR
DSSTMLRNGETGDWIGTFEGHKGAVWSCCLDNRALRAAS
GSADFSAKIWDALTGDELHCFVHKHIVRACAFSESTSLL
LTGGHEKILRIFDLNRPDAPPKEVDNSPGSIRTVAWLHS
DQTILSSNSDAGGVRLWDLRTEKIVRVLETKSPVTSAEV
SQDGRYITTADGNSVKFWDANHFGMVKSYTMPCMVESAS
LEPTMGNMFVAGGEDMWVRLFDFHTGEEIACNKGHHGPV
HCVRFAPGGESYSSGSEDGTIRIWQTLNMNSEENESYGV
NNNKNSEFCAPLTSFDWNDADPKRIGTSSIDTTCTIWDI
DLRDKEHSTIIYESSQPETPLLRLGWNKQDPRFIATILM
ICTAGDDSQALIWELSSVSQPLVEGGGLDPILAYTAAAE
APSMLASCSGDKTVRIWENTHTLNSTSPSWACKAVLEET
HTRTVRSCAWSPNGKLLATASFDATTAIWENVGGEFECI
ASLEGHENEVKSVSWSASGMLLATCGRDKSVWIWDVQPG
WAEDGDGDDWACMQTLGNSVSGHTSTVWAVSFNSSGDRM
VSCSDDLTLMVWDTSINPAERSGNAGPWKHLCTISGYHD
RTIFSVHWSRSGLIASGASDDCIRLFS
NMWAIGKPNAILSLSGHSSAVESVTFDSAEALVVAGAAS
GTIKLWDLEEAKIVRTLTGHRSNCISVDFHPFGEFFASG
SLDTNLKIWDIRRKGCIHTYKGHTRGVNSIRFSPDGRWV
VSGGEDNIVKLWDLTAGKLMHDFKCHEGQIQCMDFHPQE
FLLATGSADRTVKFWD
LETFELIGSAGPETTGVRAMIFN
PDGRTLLTGLHESLKVFSWEPLRCYDAVDVGWSKLADLN
DGFIEVWDYISGKLKKDLQYQADDSFMMHDDAVLCVDFS
RDSEMLASGSQDGKIKVWRIRTGQCLRRLERAHSQGVTS
LSFSRDGSQLLSTSFDSTARIHGLKSGKALKEFRGHTSY
VNDAIFTSDGGRVITASSDCTVKVWD
VKTTDCIQTFKPP
PPLKGGDVSVNSVHLFPKNSEHIVVCNKASSIYIMTLQG
QVVKSFSSGKREGGDFVAACISPKGEWIYCVGEDRNIYC
FSQQSGKLEHLMKAHDKDIIGVTPHPHRNLLVTYSEDST
MKIWKP
TNVETGQPVARLDNAHGAAINCLTNLTESTIASGDENGI
IKVWDTRQNSCCNKFKAHEDYISDMEFVPDTMQLLGTSG
DGTLSVCNLRKNKVHARSEFSEDELLSVALMKNGKKVVC
GSQEGVLLLYSWGYFKDCSDRFVGHPHSVDALLKLDEDT
VLTGSSDGIIRVVSILPNKMIGVIGEHSSYPIERLAFSH
DRNVLGSASHDQILKLWDIHYLHEDDEPETNKQEAVNDE
SYDNRELASGGNDNQLFVWNQQSQQPVLKYNEHTAAVKA
LTGHTLRVLYLAISPDGQTIVTGAGDETLRFWNVFPSSK
INSLDFHRTNNYLVTASDDEAIRLFDTASATWQKTSYSK
RYFKGHHDRVVSLCMSPKGECFMSGSLDRTVLLWDLRID
HVLDAYQGTTVHSFSVEAVPNGGEAVPNGGTLEASFSPD
GKFVISGSGNGNIHAWSVNSGKEVACWTTEGVIPAVVKW
CLVISKLSLLGGNDYLFSGSRDGTLKRWELADDSAVCSA
TFESHVDWVNDAVLTGETLVSCSSDTTLKTWRPFSDGVC
TRTLRQHSDYVTCLAAASKNSNIVASGGLGREVFIWDIE
GGTEKVVRVWDPRSGAKQMKLRGHTDNVRALILDSTGRF
CLSGSSDSIIRLWDLGQQRCVHSYAVHTDSVWALASTPN
FSHVYSGGRDLSLYLTDLTTRESLLLCMEKHPLLRLTLQ
DNTILIHSYPSSSSSKPITLRHHKNAVTALAINSNVRSL
ASGSVDHSVKLYSYPGGEFQSNVTRFTLPIRSLAFNKSG
ELLAAAGDDEGIKLISTIDNSIARVLKGHNGPVTSISFD
PKNEFLASSDSDGTVIYWELSTGKPVHTLKKIAPNTTSN
PTSLNQISWRPDGEMLAVPGRKSEVSMYDRDTAEKLFSL
ESSGQWLASGSKDGTVRIWEVETARCLKVWDIGRPIQHI
YKTLKNHSKDIHSVAFHDSYPLFASCSDDCKAYVFYGLV
PIMLLTGHHAAIYTMKFNPTGTVIASGSHEREIFLWNVH
WDVETGKQIKKMAEHSSFVNSCCPSRRGPPLVVSGSDDG
TAKLWDLRHRGAIQTFPDKYQITAVGFSDAADKIYSGGI
DNEIKVWDLRRGEVTMRLQGHTDTITGMQLSSDGSYLLT
NSMDCSLRIWDMRPYAPQNRCVKILTGHQHNFEKNLLKC
SWSSDGSKVTAGSADRMVYIWDTTTRRILYKLPGHTGSV
QPEWTCKIDEGPAGIAHARWSPDSRHIITTSDFQLRLTV
WSLVNTACIHIQWPKHASKGVSETQDSKfAAIATRRDCK
QFLAVGSYDQTLRTLNHLTWKPFAEFVHVSTVRGPASAV
PRVALCTGSSHLYMWTPSGACCVNIPLPQFVVSDLKWNP
GTVRIWGRGSDHTLKYEYKALAGRIDDLEWSADGQRIVV
CGDSKGKSMVRAFMWDSGTNVGEFDGHSRRVLSCSFKPT
RPFRVATCGEDFLVNFYEGPPFRFKTSHRDHSNYVNCVR
FAPDGSKFITVGSDRKGVIFDGKMGEKIGELSKEGGHTG
SIYAASWSPDSKQVLTVSADKSAKIWEISETGNGTVKKT
PDKPPKTISGHMKSINAIALSLQSGQSEVCSSSYDGVIV
RWILGVGYAGRVERKDSTQIKCLATIEGELVTCGFDNKV
DGKLRVYSIKGDTLLEESVLERHRGPINAIRFSPDGSMF
ASGDLNREAVVWDRITREVKLKNMVYHTARINCIAWSPD
SSKVATGSLDTCILIYEVGKPASSRITIKGAHLGGVYGL
AFSDQSTVISAGEDACVRVWSLP
HLEITPDKQYLAAAGNPHIRLFEVNSNNPQPVISYDSHT
NNVTAVGFQCDGKWMYSGSEDGTVKIWDLRAPGFQREYE
SRAAVNTVVLHPNQTELISGDQNGNIRVWDLNANSCSCE
LVPEDTAVRSLTVMWDGSLVVAANNHGTCYVWRLMRGTQ
DQTVKIWN
VDGFTLERTLTGHQRWVWDCVFSVDGAFLVT
ASSDSTARLWDLSTGEAIRTYQGHHKATVCCALHDGTDG
NYKMRQCLFTFVGHLDYIRTVHFHNEYPWIVSASDDQTI
RLWNWQSRVCISVLTGHNHYVMSASFHPKEDLVVSASLD
QTVRVWD
ISGLRKKTVSPADDLSRLAQMNTDLFGGGDVV
VKYVLEGHDRGVNWAAFHTSLPLIVSGADDRQVKLWRMN
VWDMSKRTSVQTFRREHDRFWILAAHPEMNLLAAGHDSG
IPVLPPGKKSSLLMPPAPILHGGDWPLLRVTKGIFE
KGVSAIRFFPKYGHLLLSAGMDTKVKIWDVFNSGKCMRT
YMGHSKAVRDISFSNDGSRFLSAGYDRNIKLWDTETGKV
ISTFSTGKIPYVVKLHPDEDKQNVLLAGMSDKKIVQWDM
WEFGIPVVIKYISEPHMHSMPSISLHPNTNWLAAQSLDN
QILIYSTRERFQLNKKKRFAGHIAAGYACQVNFSPDGRF
VMSGDGEGRCWFWDWKTCKVFRTLKCHDNVCIGCEWHPL
EQSKVATCGWDGMIKYWD
NEKVHKSFVGHGDSVNEIRTQALKPSLILSASKDESVRL
WN
VQTGICILIFAGAGGHRNEVLSVDFHPSDVYRIASCG
MDNTVKIWSMKEFWTYVEKSFTWTDLPSKFPTKYVQFPV
FIAAVHSNYVDCTRWLGNFILSKSVDNEVVLWEPYSKEQ
EGKVYVWELQSSPPNLIARLSHAHCKNPIRQTAISHDGS
TILCCCDDGSMWRWDVVQ
IVSSIEFDRDDELFATAGVSRRIKVFDFATVVNEPADVH
CPVVEMSTRSKLSCLSWNKCIKSQIASSDYEGIVTVWDV
VWCTRQETSVLNIDMKANICCVKYNPGSSYYVAVGSADH
HIHYYDLRNPSVPLYEFNGHRKTVSYVKFISTNELASAS
TDSTLRLWD
VRDNCLVRTFKGHTNEKNFVGLTVNSEYIA
CGSETNGVFVYHKAISKPAAWHQFGSPDLDDSDDDTSHF
ASRSTQIKFWDLSSATCKRTWKAHNGPVADMACDASGGL
LATAGADRSILVWDVDGGYCTHSFRGHQGVVTTVIFHPD
PHCLLLFSGSDDATVRIWDLVAKKCISVLEKHFSTVTSL
AISENGWNLLSAGRDKVVNIWDLRDYHCRATIPTYEPLE
CVYELSGHTDIVLCLDTVVFSGHSLLASGSKDHTVRIWD
KVWSFASVLDFGGISKSIKLSSQAAVAAHDKDINSVAVA
PNDSLICTGSQDRTARIWRLPDLVPVLVLRGHKRGVWCV
EFSPVDQCVMTASGDKTIKIWALSDGSCLKTFEGHTASV
LRASFLTRGTQFVSSGADGLLKLWTIKSNECIATFDQHE
DKIWAMAVGKKTEMLATGGSDSLVNLWHDCTTTDEEEAL
STNVLSTALGNTVYLWDASNSSISELLIADEEEGPVTSV
SWAPDGSQIAVGLNNSVVQLWDSQSNKKLRALKGHHDRV
GALSWNGPILTTGGLDGIIINHDVRTRDHIVQTYKGHTQ
EVCGLKWSPSGQQLASGGNDNLLYIWDKSMASHNPSSQY
FHQLDEHCAAVKALAWCPFQTNLLASGGGTSDGSIKFWN
TLWKYPSMVKITELTGHTARVLHMAQSPDGYTVASAAAD
ETLKFWQVFGAPDASKKTKDTKGAFNMFHMHIR
LKGHTNEGYSLSWSPLKEGQLLSGSNDAQICFWDINAAS
LLIWDTRTAAPNKPQHSVVAHESEVNSLAFNPFNEWLLA
TGSADKTVKLFDLRKLSCSLHTFSNHTEEVFQIEWSPMN
ETILASSGGDRRLMVWDLRRIGDEQTSEDAEDGPPRLIF
IHGGHTSKISDFSWNLHDDWLIASVAEDNILQIWQMAEN
LSWSPLKEGHLLSASDDAQICLWDITAATKAPKVVEANQ
IFRYHDGPVEDVAWHAIHDHLFGSVGDDHHLLLWDIRND
HDIRKLDKVLHTCAHHMEEVFQIGWSPQNGAILASCGSD
RRLMVWDLSRIGDEQNPEDAEEAPPELLFIHGGHTSKIS
DFSWNPAEEWVIASVAEDNILQVWQMSEHIYNDDNDSPTA
ARYMPQNSFVIATKTVSSDVYVFDYSKHPSKAPQERVCN
PELILKGHSNEGYGLSWSPLKEGYLLSGSNDAQICLWDI
DDCHLLIWDMRTAAPNKPQQSVIAHQSEVNSLAFNPFNE
WLLATGSMDKTVKLFDLRKLSCSLHTFSNHTDQVFQIEW
SPMNETILASSGADRRLMVWDLARIGETPEDEEDGPPEL
LFVHGGHTSKISDFSWNLNDDRVIASVAEDNILQIWQMA
GSEEGTLQLWNVNTRKKLYEFKGWGSSIRCCVSSPALDV
VGIGCSDGKIHVHNLRYDEEIVTFMHSTRGAVTALSFRT
DGQPLLAAGGSSGVISIWNLEKKKLQSVIKDAHDSSVCS
LHFFANEPVLMSSATDNSIKMWIFDTTDGEARLLKYRSG
HSAPPMCIRYYGKGRHILSAGQDRAFRIFSVIQDQQSRE
RQCAHNGAVVGLACDATNTLLISGGYNGDIKVWDFKGRE
LKFRWEIEVPLIKIVYHPGNGILATAADDMILRLFDVTA
MRLVRIFVGHMDRVTDLCFSGDGKWLLSSSMDGTIRVWD
IISSRQLNAMHMDSAVTALSLSPGMDMLATTHVGHNGIY
AVLGLAWNMEYRNVLASASADKSVKIWD
IVAEKCEHTMQ
PHTDKVQAVAWNPNQATVLLSGSFDRSVIMMDMRAPTHS
GIRWPVPADVESLAWDPHTDHSFMVSAEDGTVRGFDIRA
TDKMVKLWDITNNQPSCIASTNPNVGAVFSAAFSKNSPF
LLATGGSKGILHVWDTLDNSEVARRFGKFRPQN
IGRGNFSRVYKALNRLDGCCYAVKCSQSELRLDTERKVA
LMEVQSLAALGPHKNIVGYHTAWFENDHLYIQMELCDHN
LTTANDRGILRTDTDFLEAVYQIAQALEFIHGRGVAHLD
VKPENIYVRDGTYKLGDFGRATLINGTLHVEEGDARYMS
REILNDNYEHLDKVDMFSLGATFFELLMRKQYPGSGKRI
DRDTEIKIPILPGFSIYFQKLLQDLVSNDPGKRPSAKDV
LKNPIFNKVRGAKEV
SADRTIKIWDLASGRLKLTLTGHIEQIRGLAVSSKHTYM
FSAGDDKQVKCWDLEQNKVIRSYHGHLSGVYCLALHPTI
DILLTGGRDSVCRVWDIRSKMQIFALSGHDNTVCSVFAR
PTDPQVVTGSHDTTIKFWD
LRHGKTMTTLTNHKKSVRAM
AQHPKENCFASASADNIKKFQLPRGEFLHNMLSQQKTII
NTMAVNEEGVMATGGDNGSLWFWDWKSGHNFQQAHTIVQ
PGSLESEAGIYALSYDLTGSRLVSCEADKTIKMWKEDEL
GHEDTVEDVAFCPSTAQEFCSVGDDSCLILWDARIGTNP
VAKVEKAHNGDLHCVDWNPHDNNLILTGSADNSVNMFDR
EDGLLNIWDYERVDKKVDRAPNAPAGLFFQHAGHRDKIV
SGSDDAQICLWDINVPAKNKVLEAQQIFKVHEGVVEDVA
RYNYDPVSDSPLPGRFEWVRLRP
RGRRKEDGLIVALKEVHDYQSSWREIEALQRLCGCPNVV
RLYEVILEFLTSDLYSVIKSAKNKGENGIPEAEVKAWMI
QILQGLANCHANWVIHRDLKPSNMLISAYGILKLADFGS
MSFLKRAIYEVEYELPQEDILADAPGERLMDEDDSVKGV
WNEGEEDSSTAVETNFDDMAETANLDLSWKNEGDMVMQG
FTSGVGTRWYRAPDFLYGATIYGKEIDLWSLGCILGELL
ILEPLFSGTSNIDQLSRLVKVLGLQQKKNWPGCSNLPDY
RKLCFPGDGSPVGLKNHVPNCSDNMFSILERLVCYDPAA
RLNAKEIVENKYFVEDPYPVLTHELRVPSPLREENNFSE
SLRAAGLFPGKCFSIPAREATCEELQTIHSLEHVNAVES
TSCGMLSHLSPDTYANEHSSLAARLAAGLCADLAKAIMT
GQAQNGFALVRPPGHHAGVKDSMGFCLHNNAAIAVSASR
VVGAKKVLIVDWDVHHGNGTQEIFEADQSVLYISLHRHG
EGFYPGSGAVTEVGSSKGEGYSVNIPWKCGGVGDNDYIF
AFQHAVLPIAEQFEPDLTIISAGFDAAKGDPLGRCEVTP
DGFAHMAQMLSCLSKGKMLVILEGGYNLRSISASATAVI
KVLLGDNPKALPIDIQPSKGGLQTLLEVFEIQSKYWSSL
KMELFADIVPRTAENFRQFCTGEYRKAGIPIGYKGCHFH
RVIKDFMIQAGDFVKGDGSGCISIYGSKFEDENFIAKHT
GPGLLSMANSGPNTNGCQFFLTCAKCDWLDNKHVVFGRV
LGEGLLVLRKIENVQTGQHNRPKLPCVIAECGEM
GTLRGHLDYSFAAAWHPDGYILATGNQDTTCRLWDVRKL
VFDLSWSPSQYLLSSSMDKTVRLWKLGHESCLKVFSHND
IVTCIQFNPVDERYFISGSLDGKARIWSIPDRQVVDWSD
SLLVSESQRGIEALEWRPNGGTTLSVACRGGICIWSASY
ITLFGEREMERRDRLRALMAKLDAEGQLEKLMKVQEEEE
INKVATLKGHTERVTDVAFSPTNCHLATACADRTAMLWN
WDVNTGIELLLQEGHSRSVYGIAFQCDGSLAATCGLDGL
ARIWDLRTGRSILALEGHVKPVLGIDFSPNGYHLATGSE
DHTCRIWDLRKRQSVYIIPAHSHLVSQVKFEPQEGYFLV
TASYDSTAKVWSARDFKSIKVLAGHEAKVTSVDITADGQ
YIATVSHDRTIKLWSSKNSTNDMNIG
NMWAIGKPNAILSLSGHSSAVESVTFDSAEALVVAGAAS
GTIKLWDLEEAKIVRTLTGHRSNCISVDFHPFGEFFASG
SLDTNLKIWDIRRKGCIHTYKGHTRGVNSIRFSPDGRWV
VSGGEDNIVKLWDLTAGKLMHDFKCHEGQIQCMDFHPQE
FLLATGSADRTVKFWD
LETFELIGSAGPETTGVRAMIFN
PDGRTLLTGLHESLKVFSWEPLRCYDAVDVGWSKLADLN
PPNYMDRQQDINERMRGILIDWLIEVHYKFELMDETLYL
TVNLIDRFLAVQPVVKKKLQLVGVTAMLLACKYEEVSVP
VVEDLILISDRAYSRKEVLEMERLMVNTLHFNMSVPTPY
VFMRRFLKAAQSDKKLELLSFFIIELSLVEYDMLKFPPS
LLAASAIYTALSTITRTKQWSTTCEWHTSYSEEQLLECA
RLMVTFHQRAGSGKLTGVHRKYSTSKFGHAARTEPANFL
QRQQRSFIEKYNFDIVKDRPLPGRFEWVQVIP
RRNLVVGGITYRPYASQKFGEIAFCAIKADEQVKGYGTR
LMNHLKQHARDVDGLTHFLTYADNNAVGYFIKQGFTKEI
LNDHSDAWPFKEPVDAREVPDYYDIIKDPMDLKTMTKRV
ESEQYYVTLEMFIADVKRMFANARTYNSPDTIYFKIATR
LKDAVSDLRKAHEISPDDETIAQVLRDTEESLTKEGGSA
LSNNQPSCIASRNPKAGAVFSVSFSEDSPLLLAIGGSKG
MKFCKKYQEYMQGQEGKKLPGLGFKKLKKILKRCRRRDS
LHSQKALQAVQNPRTCPAHCSVCDGSFFPSLLEEMSAVL
GCFNKQAQKLLELHLASGFQKYLMWFKGKLRGNHVALIQ
EGKDLVTYALINAIAIRKILKKYDKIHLSTQGQAFKSQV
QRMHMEILQSPWLCELIAFHINVRETKANSGKGHALFEG
SLTCGHIYCYMCACSAASVTIVDGLKAAEPKEKCPLCRE
DSESRHCIGVGVGHMGAVGAVAFSRKRQDFFVSGSSDRT
LKVWSLDGISEDGVDSTNLKAKAVVAAHDKDINSVAVAP
NDNQLLVWNQHSQQPVLKLTEHTAAVKAIAWSPHQNGLL
ASGGGTADRCIRFWNTTNGHQTSSVDTGSQVCNLAWSKN
AMSPDGQTIVTGAGDETLRFWNVFPSAKAPAPVKDTGLW
Eucalyptus in silico Data.
pinus
Radiata
This application claims priority to U.S. provisional application Ser. No. 60/533,036, filed on Dec. 30, 2003, which is specifically incorporated in its entirety herein by reference.
| Number | Date | Country | |
|---|---|---|---|
| 60533036 | Dec 2003 | US |
| Number | Date | Country | |
|---|---|---|---|
| Parent | 11024959 | Dec 2004 | US |
| Child | 12555853 | US |
