Patent Application
20130014292
The material in the accompanying sequence listing is hereby incorporated by reference into this application. The accompanying file, named sequence_listing.txt was created on Sep. 11, 2008 and is 1,874 KB. The file can be accessed using Microsoft Word on a computer that uses Windows OS.
This document relates to methods and materials involved in modulating biomass levels in plants. For example, this document provides plants having increased biomass levels as well as materials and methods for making plants and plant products having increased biomass levels.
The present invention relates to methods of increasing biomass in plants and plants generated thereby. Plants having increased and/or improved biomass are useful for agriculture, horticulture, biomass to energy conversion, paper production, plant product production, and other industries. In particular, there is a need for increases in biomass for dedicated energy crops such as Panicum virgatum L. (switchgrass), Miscanthus x gigantus (miscanthus), Sorghum sp., and Saccharum sp. (sugar cane). Throughout human history, access to plant biomass for both food and fuel has been essential to maintaining and increasing population levels. Scientists are continually striving to improve biomass in agricultural crops. The large amount of research related to increasing plant biomass, particularly for dedicated energy crops, indicates the level of importance placed on providing sustainable sources of energy for the population. The urgency of developing sustainable and stable sources of plant biomass for energy is underscored by current events, such as rising oil prices. The amount of biomass produced by plants is a quantitative trait affected by a number of biochemical pathways. There is a need for molecular genetic approaches to more rapidly produce plants having increased biomass. There is also a need to produce plant species that grow more efficiently and produce more biomass in various geographic and/or climatic environments. It would be desirable for such approaches to be applicable to multiple plant species (Zhang et al. (2004) Plant Physiol. 135:615). Despite some progress in molecular genetic approaches, there is also a need to identify specific genes and/or sequences that can be used to effectively increase biomass in plants.
This document provides methods and materials related to plants having modulated levels of biomass. For example, this document provides transgenic plants and plant cells having increased levels of biomass, nucleic acids used to generate transgenic plants and plant cells having increased levels of biomass, methods for making plants having increased levels of biomass, and methods for making plant cells that can be used to generate plants having increased levels of biomass. Such plants and plant cells can be grown to produce, for example, plants having increased height, increased tiller number, or increased dry weight. Plants having increased biomass levels may be useful to produce biomass for food and feed, which may benefit both humans and animals. Plants having increased biomass levels may be useful in converting such biomass to a liquid fuel (e.g., ethanol), or other chemicals, or may be useful as a thermochemical fuel.
Methods of producing a plants having increased biomass are provided herein. In one aspect, a method comprises growing a plant cell comprising an exogenous nucleic acid. The exogenous nucleic acid comprises a regulatory region operably linked to a nucleotide sequence encoding a polypeptide. The Hidden Markov Model (HMM) bit score of the amino acid sequence of the polypeptide is greater than about 210, 230, 350, 215, 880, 240, 310, or 810 using an HMM generated from the amino acid sequences depicted in one of
In another aspect, a method comprises growing a plant cell comprising an exogenous nucleic acid. The exogenous nucleic acid comprises a regulatory region operably linked to a nucleotide sequence encoding a polypeptide having 80 percent or greater sequence identity to an amino acid sequence set forth in SEQ ID NOs: 2, 4, 6, 8, 9, 11, 13, 14, 15, 16, 17, 19, 21, 22, 23, 25, 26, 28, 30, 32, 34, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 60, 61, 62, 63, 64, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 109, 111, 112, 114, 115, 117, 119, 120, 122, 124, 126, 127, 129, 131, 133, 135, 137, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 167, 169, 171, 173, 175, 176, 177, 179, 181, 183, 184, 185, 186, 188, 190, 192, 193, 195, 197, 198, 200, 202, 204, 206, 208, 210, 212, 214, 215, 217, 218, 219, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 241, 242, 243, 245, 247, 249, 251, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 315, 317, 319, 321, 323, 325, 327, 329, 330, 331, 332, 334, 335, 336, 338, 340, 341, 343, 345, 346, 347, 349, 349, 350, 351, 352, 353, 354, 355, 356, 357, 359, 360, 361, 362, 363, 364, 366, 367, 369, 371, 373, 374, 374, 375, 376, 376, 377, 378, 380, 382, 384, 385, 386, 387, 388, 389, 390, 391, 391, 393, 395, 397, 398, 399, 400, 400, 401, 401, 403, 403, 405, 405, 407, 407, 408, 410, 410, 411, 411, 413, 414, 415, 416, 417, 418, 419, 420, 420, 421, 422, 423, 424, 426, 426, 428, 428, 429, 430, 430, 431, 432, 432, 433, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 474, 475, 477, 479, 481, 483, 485, 487, 488, 489, 490, 492, 494, 496, 498, 500, 502, 503, 504, 506, 508, 510, 511, 513, 515, 517, 518, 519, 521, 523, 525, 527, 529, 531, 533, 534, 536, 538, 540, 541, 543, 544, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 557, 559, 560, 562, 564, 566, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 580, 582, 584, 586, 587, 588, 589, 591, 593, 595, 596, 598, 600, 602, 603, 605, 606, 608, 608, 609, 610, 611, 612, 613, 615, 617, 619, 621, 623, 624, 626, 627, 628, 630, 631, 633, 634, 636, or 638. A plant produced from the plant cell can be used to generate a plant that has a difference in the level of biomass as compared to the corresponding level of biomass of a control plant that does not comprise the exogenous nucleic acid.
In another aspect, a method comprises growing a plant cell comprising an exogenous nucleic acid. The exogenous nucleic acid comprises a regulatory region operably linked to a nucleotide sequence having 80 percent or greater sequence identity to a nucleotide sequence, or a fragment thereof, set forth in SEQ ID NO: 1, 3, 5, 7, 10, 12, 18, 20, 24, 27, 29, 31, 33, 35, 37, 47, 57, 59, 65, 67, 105, 108, 110, 113, 116, 118, 121, 123, 125, 128, 130, 132, 134, 136, 138, 164, 168, 170, 172, 174, 178, 180, 182, 187, 189, 191, 194, 196, 199, 201, 203, 205, 207, 209, 211, 213, 216, 221, 223, 225, 227, 229, 231, 233, 235, 237, 239, 244, 246, 248, 250, 252, 314, 316, 318, 320, 322, 324, 326, 328, 333, 337, 339, 342, 344, 348, 358, 365, 368, 370, 372, 379, 381, 383, 392, 394, 396, 402, 404, 406, 409, 412, 425, 427, 473, 476, 478, 480, 482, 484, 486, 491, 493, 495, 497, 499, 501, 505, 507, 509, 512, 514, 516, 520, 522, 524, 526, 528, 530, 532, 535, 537, 539, 542, 556, 558, 561, 563, 565, 567, 579, 581, 583, 585, 590, 592, 594, 597, 599, 601, 604, 607, 614, 616, 618, 620, 622, 625, 629, 632, 635, or 637. A plant produced from the plant cell has a difference in the level of biomass as compared to the corresponding level of biomass of a control plant that does not comprise the exogenous nucleic acid.
Methods of modulating the level of biomass in a plant are provided herein. In one aspect, a method comprises introducing into a plant cell an exogenous nucleic acid that comprises a regulatory region operably linked to a nucleotide sequence encoding a polypeptide. The HMM bit score of the amino acid sequence of the polypeptide is greater than about 210, using an HMM generated from the amino acid sequences depicted in one of
In certain embodiments, the HMM score of the amino acid sequence of the polypeptide is greater than about 230, using an HMM generated from the amino acid sequences depicted in
In certain embodiments, the HMM score of the amino acid sequence of the polypeptide is greater than about 350, using an HMM generated from the amino acid sequences depicted in
In certain embodiments, the HMM score of the amino acid sequence of the polypeptide is greater than about 215, using an HMM generated from the amino acid sequences depicted in
In certain embodiments, the HMM score of the amino acid sequence of the polypeptide is greater than about 215, using an HMM generated from the amino acid sequences depicted in
In certain embodiments, the HMM score of the amino acid sequence of the polypeptide is greater than about 880, using an HMM generated from the amino acid sequences depicted in
In certain embodiments, the HMM score of the amino acid sequence of the polypeptide is greater than about 240, using an HMM generated from the amino acid sequences depicted in
In certain embodiments, the HMM score of the amino acid sequence of the polypeptide is greater than about 310, using an HMM generated from the amino acid sequences depicted in
In certain embodiments, the HMM score of the amino acid sequence of the polypeptide is greater than about 310, using an HMM generated from the amino acid sequences depicted in
In certain embodiments, the HMM score of the amino acid sequence of the polypeptide is greater than about 310, using an HMM generated from the amino acid sequences depicted in
In certain embodiments, the HMM score of the amino acid sequence of the polypeptide is greater than about 810, using an HMM generated from the amino acid sequences depicted in
In another aspect, a method comprises introducing into a plant cell an exogenous nucleic acid that comprises a regulatory region operably linked to a nucleotide sequence encoding a polypeptide having 80 percent or greater sequence identity to an amino acid sequence set forth in SEQ ID NO: 2, 4, 6, 8, 9, 11, 13, 14, 15, 16, 17, 19, 21, 22, 23, 25, 26, 28, 30, 32, 34, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 60, 61, 62, 63, 64, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 109, 111, 112, 114, 115, 117, 119, 120, 122, 124, 126, 127, 129, 131, 133, 135, 137, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 167, 169, 171, 173, 175, 176, 177, 179, 181, 183, 184, 185, 186, 188, 190, 192, 193, 195, 197, 198, 200, 202, 204, 206, 208, 210, 212, 214, 215, 217, 218, 219, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 241, 242, 243, 245, 247, 249, 251, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 315, 317, 319, 321, 323, 325, 327, 329, 330, 331, 332, 334, 335, 336, 338, 340, 341, 343, 345, 346, 347, 349, 349, 350, 351, 352, 353, 354, 355, 356, 357, 359, 360, 361, 362, 363, 364, 366, 367, 369, 371, 373, 374, 374, 375, 376, 376, 377, 378, 380, 382, 384, 385, 386, 387, 388, 389, 390, 391, 391, 393, 395, 397, 398, 399, 400, 400, 401, 401, 403, 403, 405, 405, 407, 407, 408, 410, 410, 411, 411, 413, 414, 415, 416, 417, 418, 419, 420, 420, 421, 422, 423, 424, 426, 426, 428, 428, 429, 430, 430, 431, 432, 432, 433, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 474, 475, 477, 479, 481, 483, 485, 487, 488, 489, 490, 492, 494, 496, 498, 500, 502, 503, 504, 506, 508, 510, 511, 513, 515, 517, 518, 519, 521, 523, 525, 527, 529, 531, 533, 534, 536, 538, 540, 541, 543, 544, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 557, 559, 560, 562, 564, 566, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 580, 582, 584, 586, 587, 588, 589, 591, 593, 595, 596, 598, 600, 602, 603, 605, 606, 608, 608, 609, 610, 611, 612, 613, 615, 617, 619, 621, 623, 624, 626, 627, 628, 630, 631, 633, 634, 636, or 638. A plant produced from the plant cell has a difference in the level of biomass as compared to the corresponding level of biomass of a control plant that does not comprise the exogenous nucleic acid. The polypeptide in any of the above methods can have the amino acid sequence set forth in SEQ ID NO: 2, 106, 165, 315, 474, 521, or 591.
In another aspect, a method comprises introducing into a plant cell an exogenous nucleic acid, that comprises a regulatory region operably linked to a nucleotide sequence having 80 percent or greater sequence identity to a nucleotide sequence set forth in SEQ ID NO: 3, 5, 7, 10, 12, 18, 20, 24, 27, 29, 31, 33, 35, 37, 47, 57, 59, 65, 67, 105, 108, 110, 113, 116, 118, 121, 123, 125, 128, 130, 132, 134, 136, 138, 164, 168, 170, 172, 174, 178, 180, 182, 187, 189, 191, 194, 196, 199, 201, 203, 205, 207, 209, 211, 213, 216, 221, 223, 225, 227, 229, 231, 233, 235, 237, 239, 244, 246, 248, 250, 252, 314, 316, 318, 320, 322, 324, 326, 328, 333, 337, 339, 342, 344, 348, 358, 365, 368, 370, 372, 379, 381, 383, 392, 394, 396, 402, 404, 406, 409, 412, 425, 427, 473, 476, 478, 480, 482, 484, 486, 491, 493, 495, 497, 499, 501, 505, 507, 509, 512, 514, 516, 520, 522, 524, 526, 528, 530, 532, 535, 537, 539, 542, 556, 558, 561, 563, 565, 567, 579, 581, 583, 585, 590, 592, 594, 597, 599, 601, 604, 607, 614, 616, 618, 620, 622, 625, 629, 632, 635, or 637, or a fragment thereof. A plant produced from the plant cell has a difference in the level of biomass as compared to the corresponding level of biomass of a control plant that does not comprise the exogenous nucleic acid.
Plant cells comprising an exogenous nucleic acid are provided herein. In one aspect, the exogenous nucleic acid comprises a regulatory region operably linked to a nucleotide sequence encoding a polypeptide. The HMM bit score of the amino acid sequence of the polypeptide is greater than about 210, using an HMM based on the amino acid sequences depicted in one of
Isolated nucleic acids are also provided. In one aspect, an isolated nucleic acid comprises a nucleotide sequence having 80% or greater sequence identity to the nucleotide sequence set forth in SEQ ID NO: 10, 18, 27, 35, 37, 57, 67, 116, 128, 130, 132, 138, 164, 180, 207, 216, 231, 239, 328, 333, 339, 344, 348, 358, 365, 368, 370, 372, 379, 381, 383, 392, 394, 396, 404, 406, 425, 427, 473, 478, 482, 486, 491, 495, 497, 499, 505, 509, 512, 520, 526, 528, 535, 539, 556, 558, 561, 563, 565, 567, 583, 592, 597, 604, 614, 622, 625, 632, or 637. In another aspect, an isolated nucleic acid comprises a nucleotide sequence encoding a polypeptide having 80% or greater sequence identity to the amino acid sequence set forth in SEQ ID NO: 11, 13, 19, 28, 34, 36, 38, 58, 109, 114, 117, 129, 133, 139, 165, 165, 181, 334, 340, 345, 349, 359, 366, 369, 371, 373, 380, 382, 384, 393, 395, 397, 405, 407, 426, 428, 474, 492, 500, 506, 510, 513, 517, 536, 540, 557, 559, 562, 564, 566, 568, 584, 593, 598, 600, 608, 615, 623, 633, 636, or 638.
In another aspect, methods of identifying a genetic polymorphism associated with variation in the level of biomass are provided. The methods include providing a population of plants, and determining whether one or more genetic polymorphisms in the population are genetically linked to the locus for a polypeptide selected from the group consisting of the polypeptides depicted in
In another aspect, methods of making a plant line are provided. The methods include determining whether one or more genetic polymorphisms in a population of plants is associated with the locus for one or more of the polypeptides depicted in
Unless otherwise defined, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention pertains. Although methods and materials similar or equivalent to those described herein can be used to practice the invention, suitable methods and materials are described below. All publications, patent applications, patents, and other references mentioned herein are incorporated by reference in their entirety. In case of conflict, the present specification, including definitions, will control. In addition, the materials, methods, and examples are illustrative only and not intended to be limiting.
The details of one or more embodiments of the invention are set forth in the accompanying drawings and the description below. Other features, objects, and advantages of the invention will be apparent from the description and drawings, and from the claims. Applicants reserve the right to alternatively claim any disclosed invention using the transitional phrase “comprising,” “consisting essentially of,” or “consisting of,” according to standard practice in patent law.
The invention features methods and materials related to modulating biomass levels in plants. In some embodiments, the plants may also have modulated levels of, for example, lignin, modified root architecture, modified herbicide resistance, modified carotenoid biosynthesis, or modulated cell wall content. The methods can include transforming a plant cell with a nucleic acid encoding a biomass-modulating polypeptide, wherein expression of the polypeptide results in a modulated level of biomass. Plant cells produced using such methods can be grown to produce plants having an increased or decreased biomass. Such plants, and the seeds of such plants, may be used to produce, for example, biomass having an increased value as a biofuel feedstock.
“Amino acid” refers to one of the twenty biologically occurring amino acids and to synthetic amino acids, including D/L optical isomers.
“Cell type-preferential promoter” or “tissue-preferential promoter” refers to a promoter that drives expression preferentially in a target cell type or tissue, respectively, but may also lead to some transcription in other cell types or tissues as well.
“Control plant” refers to a plant that does not contain the exogenous nucleic acid present in a transgenic plant of interest, but otherwise has the same or similar genetic background as such a transgenic plant. A suitable control plant can be a non-transgenic wild type plant, a non-transgenic segregant from a transformation experiment, or a transgenic plant that contains an exogenous nucleic acid other than the exogenous nucleic acid of interest.
“Domains” are groups of substantially contiguous amino acids in a polypeptide that can be used to characterize protein families and/or parts of proteins.
Such domains have a “fingerprint” or “signature” that can comprise conserved primary sequence, secondary structure, and/or three-dimensional conformation. Generally, domains are correlated with specific in vitro and/or in vivo activities. A domain can have a length of from 10 amino acids to 400 amino acids, e.g., 10 to 50 amino acids, or 25 to 100 amino acids, or 35 to 65 amino acids, or 35 to 55 amino acids, or 45 to 60 amino acids, or 200 to 300 amino acids, or 300 to 400 amino acids.
“Down-regulation” refers to regulation that decreases production of expression products (mRNA, polypeptide, or both) relative to basal or native states.
“Exogenous” with respect to a nucleic acid indicates that the nucleic acid is part of a recombinant nucleic acid construct, or is not in its natural environment. For example, an exogenous nucleic acid can be a sequence from one species introduced into another species, i.e., a heterologous nucleic acid. Typically, such an exogenous nucleic acid is introduced into the other species via a recombinant nucleic acid construct. An exogenous nucleic acid can also be a sequence that is native to an organism and that has been reintroduced into cells of that organism. An exogenous nucleic acid that includes a native sequence can often be distinguished from the naturally occurring sequence by the presence of non-natural sequences linked to the exogenous nucleic acid, e.g., non-native regulatory sequences flanking a native sequence in a recombinant nucleic acid construct. In addition, stably transformed exogenous nucleic acids typically are integrated at positions other than the position where the native sequence is found. It will be appreciated that an exogenous nucleic acid may have been introduced into a progenitor and not into the cell under consideration. For example, a transgenic plant containing an exogenous nucleic acid can be the progeny of a cross between a stably transformed plant and a non-transgenic plant. Such progeny are considered to contain the exogenous nucleic acid.
“Expression” refers to the process of converting genetic information of a polynucleotide into RNA through transcription, which is catalyzed by an enzyme, RNA polymerase, and into protein, through translation of mRNA on ribosomes.
“Heterologous polypeptide” as used herein refers to a polypeptide that is not a naturally occurring polypeptide in a plant cell, e.g., a transgenic Panicum virgatum plant transformed with and expressing the coding sequence for a nitrogen transporter polypeptide from a Zea mays plant.
“Isolated nucleic acid” as used herein includes a naturally-occurring nucleic acid, provided one or both of the sequences immediately flanking that nucleic acid in its naturally-occurring genome is removed or absent. Thus, an isolated nucleic acid includes, without limitation, a nucleic acid that exists as a purified molecule or a nucleic acid molecule that is incorporated into a vector or a virus. A nucleic acid existing among hundreds to millions of other nucleic acids within, for example, cDNA libraries, genomic libraries, or gel slices containing a genomic DNA restriction digest, is not to be considered an isolated nucleic acid.
“Modulation” of the level of biomass refers to the change in the level of the biomass that is observed as a result of expression of, or transcription from, an exogenous nucleic acid in a plant cell and/or plant. The change in level is measured relative to the corresponding level in control plants.
“Nucleic acid” and “polynucleotide” are used interchangeably herein, and refer to both RNA and DNA, including cDNA, genomic DNA, synthetic DNA, and DNA or RNA containing nucleic acid analogs. A nucleic acid can be double-stranded or single-stranded (i.e., a sense strand or an antisense strand). Non-limiting examples of polynucleotides include genes, gene fragments, exons, introns, messenger RNA (mRNA), transfer RNA, ribosomal RNA, siRNA, micro-RNA, ribozymes, cDNA, recombinant polynucleotides, branched polynucleotides, nucleic acid probes and nucleic acid primers. A polynucleotide may contain unconventional or modified nucleotides.
“Operably linked” refers to the positioning of a regulatory region and a sequence to be transcribed in a nucleic acid so that the regulatory region is effective for regulating transcription or translation of the sequence. For example, to operably link a coding sequence and a regulatory region, the translation initiation site of the translational reading frame of the coding sequence is typically positioned between one and about fifty nucleotides downstream of the regulatory region. A regulatory region can, however, be positioned as much as about 5,000 nucleotides upstream of the translation initiation site, or about 2,000 nucleotides upstream of the transcription start site.
“Polypeptide” as used herein refers to a compound of two or more subunit amino acids, amino acid analogs, or other peptidomimetics, regardless of post-translational modification, e.g., phosphorylation or glycosylation. The subunits may be linked by peptide bonds or other bonds such as, for example, ester or ether bonds. Full-length polypeptides, truncated polypeptides, point mutants, insertion mutants, splice variants, chimeric proteins, and fragments thereof are encompassed by this definition.
“Progeny” includes descendants of a particular plant or plant line. Progeny of an instant plant include seeds formed on F1, F2, F3, F4, F5, F6 and subsequent generation plants, or seeds formed on BC1, BC2, BC3, and subsequent generation plants, or seeds formed on F1BC1, F1BC2, F1BC3, and subsequent generation plants. The designation F1 refers to the progeny of a cross between two parents that are genetically distinct. The designations F2, F3, F4, F5 and F6 refer to subsequent generations of self- or sib-pollinated progeny of an F1 plant.
“Regulatory region” refers to a nucleic acid having nucleotide sequences that influence transcription or translation initiation and rate, and stability and/or mobility of a transcription or translation product. Regulatory regions include, without limitation, promoter sequences, enhancer sequences, response elements, protein recognition sites, inducible elements, protein binding sequences, 5′ and 3′ untranslated regions (UTRs), transcriptional start sites, termination sequences, polyadenylation sequences, introns, and combinations thereof. A regulatory region typically comprises at least a core (basal) promoter. A regulatory region also may include at least one control element, such as an enhancer sequence, an upstream element or an upstream activation region (UAR). For example, a suitable enhancer is a cis-regulatory element (−212 to −154) from the upstream region of the octopine synthase (ocs) gene. Fromm et al., The Plant Cell, 1:977-984 (1989).
“Up-regulation” refers to regulation that increases the level of an expression product (mRNA, polypeptide, or both) relative to basal or native states.
“Vector” refers to a replicon, such as a plasmid, phage, or cosmid, into which another DNA segment may be inserted so as to bring about the replication of the inserted segment. Generally, a vector is capable of replication when associated with the proper control elements. The term “vector” includes cloning and expression vectors, as well as viral vectors and integrating vectors. An “expression vector” is a vector that includes a regulatory region.
Polypeptides described herein include biomass-modulating polypeptides. Biomass-modulating polypeptides can be effective to modulate biomass levels when expressed in a plant or plant cell. Such polypeptides typically contain at least one domain indicative of biomass-modulating polypeptides, as described in more detail herein. biomass-modulating polypeptides typically have an HMM bit score that is greater than 210, as described in more detail herein. In some embodiments, biomass-modulating polypeptides have greater than 80% identity to SEQ ID NOs: 2, 4, 6, 8, 9, 11, 13, 14, 15, 16, 17, 19, 21, 22, 23, 25, 26, 28, 30, 32, 34, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 60, 61, 62, 63, 64, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 109, 111, 112, 114, 115, 117, 119, 120, 122, 124, 126, 127, 129, 131, 133, 135, 137, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 167, 169, 171, 173, 175, 176, 177, 179, 181, 183, 184, 185, 186, 188, 190, 192, 193, 195, 197, 198, 200, 202, 204, 206, 208, 210, 212, 214, 215, 217, 218, 219, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 241, 242, 243, 245, 247, 249, 251, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 315, 317, 319, 321, 323, 325, 327, 329, 330, 331, 332, 334, 335, 336, 338, 340, 341, 343, 345, 346, 347, 349, 349, 350, 351, 352, 353, 354, 355, 356, 357, 359, 360, 361, 362, 363, 364, 366, 367, 369, 371, 373, 374, 374, 375, 376, 376, 377, 378, 380, 382, 384, 385, 386, 387, 388, 389, 390, 391, 391, 393, 395, 397, 398, 399, 400, 401, 403, 405, 407, 408, 410, 411, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 426, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 474, 475, 477, 479, 481, 483, 485, 487, 488, 489, 490, 492, 494, 496, 498, 500, 502, 503, 504, 506, 508, 510, 511, 513, 515, 517, 518, 519, 521, 523, 525, 527, 529, 531, 533, 534, 536, 538, 540, 541, 543, 544, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 557, 559, 560, 562, 564, 566, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 580, 582, 584, 586, 587, 588, 589, 591, 593, 595, 596, 598, 600, 602, 603, 605, 606, 608, 608, 609, 610, 611, 612, 613, 615, 617, 619, 621, 623, 624, 626, 627, 628, 630, 631, 633, 634, 636, or 638, as described in more detail herein.
A. Domains Indicative of Biomass-Modulating Polypeptides
A biomass-modulating polypeptide can contain a polyprenyl synthetase domain, which is predicted to be characteristic of an polyprenyl synthetase enzyme. A polyprenyl synthetase is a variety of isoprenoid compound which can be synthesized by various organisms. For example, in eukaryotes the isoprenoid biosynthetic pathway can be responsible for the synthesis of a variety of end products including cholesterol, dolichol, ubiquinone or coenzyme Q. In bacteria, this pathway can lead to the synthesis of isopentenyl tRNA, isoprenoid quinones, and sugar carrier lipids. Among the enzymes that can participate in that pathway, are a number of polyprenyl synthetase enzymes which catalyze a 1′4-condensation between 5 carbon isoprene units. All the above enzymes typically share some regions of sequence similarity. Two of these regions are typically rich in aspartic-acid residues and could be involved in the catalytic mechanism and/or the binding of the substrates. SEQ ID NO: 2 sets forth the amino acid sequence of an Arabidopsis clone, identified herein as CeresClone: 29678 (SEQ ID NO: 2), that is predicted to encode a polypeptide containing a polyprenyl synthetase domain. For example, a biomass-modulating polypeptide can comprise a polyprenyl synthetase domain having 60 percent or greater sequence identity to residues 93 to 356 of SEQ ID NO: 2. In some embodiments, a biomass-modulating polypeptide can comprise a polyprenyl synthetase domain having 60 percent or greater sequence identity to the polyprenyl synthetase domain of one or more of the polypeptides set forth in SEQ ID NOs: 2, 4, 6, 8, 9, 11, 13, 14, 15, 16, 17, 19, 21, 22, 23, 25, 26, 28, 30, 32, 34, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 60, 61, 62, 63, 64, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, or 104. The polyprenyl synthetase domains of such sequences are set forth in the Sequence Listing.
A biomass-modulating polypeptide can contain a multiprotein bridging factor 1 domain. This domain forms a heterodimer with MBF2. It can make direct contact with the TATA-box binding protein (TBP) and can interact with Ftz-F1, stabilising the Ftz-F1-DNA complex. It can also be found in the endothelial differentiation-related factor (EDF-1). The domain can be found in a wide range of eukaryotic proteins including metazoans, fungi and plants. A helix-turn-helix motif (PF01381) is typically found to its C-terminus.
The domain is also present in SEQ ID NO: 165, which sets forth the amino acid sequence of an Arabidopsis clone, identified herein as Ceres clone: 158734 (SEQ ID NO: 165), that is predicted to encode a polypeptide containing a multiprotein bridging factor 1 domain. For example, a biomass-modulating polypeptide can comprise a multiprotein bridging factor 1 domain having 60 percent or greater sequence identity to residues 11 to 83 of SEQ ID NO: 165. In some embodiments, a biomass-modulating polypeptide can comprise a multiprotein bridging factor 1 domain having 60 percent or greater sequence identity to the multiprotein bridging factor 1 domain of one or more of the polypeptides set forth in SEQ ID NOs: 165, 166, 167, 169, 171, 173, 175, 176, 177, 179, 181, 183, 184, 185, 186, 188, 190, 192, 193, 195, 197, 198, 200, 202, 204, 206, 208, 210, 212, 214, 215, 217, 218, 219, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 241, 242, 243, 245, 247, 249, 251, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, or 313. The multiprotein bridging factor 1 domains of such sequences are set forth in the Sequence Listing.
A biomass-modulating polypeptide can contain a Helix-turn-helix 3 domain. The domain is also present in SEQ ID NO: 165, which sets forth the amino acid sequence of an Arabidopsis clone, identified herein as Ceres clone: 158734 (SEQ ID NO: 165), that is predicted to encode a polypeptide containing a Helix-turn-helix 3 domain. This is large family of DNA binding helix-turn helix proteins that include a bacterial plasmid copy control protein, bacterial methylases, various bacteriophage transcription control proteins and a vegetative specific protein from Dictyostelium discoideum (Slime mould). For example, a biomass-modulating polypeptide can comprise a Helix-turn-helix 3 domain having 60 percent or greater sequence identity to residues 91 to 145 of SEQ ID NO: 165. In some embodiments, a biomass-modulating polypeptide can comprise a Helix-turn-helix 3 domain having 60 percent or greater sequence identity to the Helix-turn-helix 3 domain of one or more of the polypeptides set forth in SEQ ID NOs: 165, 166, 167, 169, 171, 173, 175, 176, 177, 179, 181, 183, 184, 185, 186, 188, 190, 192, 193, 195, 197, 198, 200, 202, 204, 206, 208, 210, 212, 214, 215, 217, 218, 219, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 241, 242, 243, 245, 247, 249, 251, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 82, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 306, 307, 308, 309, 310, 310, 311, 312, or 313. The Helix-turn-helix 3 domains of such sequences are set forth in the Sequence Listing.
A biomass-modulating polypeptide can contain a plant neutral invertase domain. The motif is also present in SEQ ID NO: 315, which sets forth the amino acid sequence of an Arabidopsis clone, identified herein as Ceres annot: 876994 (SEQ ID NO: 315), that is predicted to encode a polypeptide containing a plant neutral invertase domain.
This family of domains represents a number of plant neutral invertases (e.g., EC.2.1.26). This family is a member of clan GDE (CL0211), which contains the following 4 members: Bac_rhamnosid, GDE_C, Invertase_neut, and Trehalase. For example, a biomass-modulating polypeptide can comprise a plant neutral invertase domain having 60 percent or greater sequence identity to residues 84 to 551 of SEQ ID NO: 315. In some embodiments, a biomass-modulating polypeptide can comprise a plant neutral invertase domain having 60 percent or greater sequence identity to the plant neutral invertase domain of one or more of the polypeptides set forth in SEQ ID NOs: 315, 317, 319, 321, 323, 325, 327, 329, 330, 331, 332, 334, 335, 336, 338, 340, 341, 343, 345, 346, 347, 349, 349, 350, 351, 352, 353, 354, 355, 356, 357, 359, 360, 361, 362, 363, 364, 366, 367, 369, 371, 373, 374, 374, 375, 376, 376, 377, 378, 380, 382, 384, 385, 386, 387, 388, 389, 390, 391, 393, 395, 397, 398, 399, 400, 401, 403, 405, 407, 408, 410, 411, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 426, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, or 472. The plant neutral invertase domains of such sequences are set forth in the Sequence Listing.
A biomass-modulating polypeptide can contain a sedlin, N-terminal domain. The domain is also present in SEQ ID NO: 474, which sets forth the amino acid sequence of an Zea mays clone, identified herein as Ceres Clone:1554933 (SEQ ID NO: 474), that is predicted to encode a polypeptide containing a sedlin, N-terminal domain. Sedlin is a 140 amino-acid protein with a role in endoplasmic reticulum-to-Golgi transport. For example, a biomass-modulating polypeptide can comprise a sedlin, N-terminal domain having 60 percent or greater sequence identity to residues 9 to 126 of SEQ ID NO: 474. In some embodiments, a biomass-modulating polypeptide can comprise a sedlin, N-terminal domain having 60 percent or greater sequence identity to the sedlin, N-terminal domain of one or more of the polypeptides set forth in SEQ ID NOs: 474, 475, 477, 479, 481, 483, 485, 487, 488, 489, 490, 492, 494, 496, 498, 500, 502, 503, 504, 506, 508, 510, 511, 513, 515, 517, 518, or 519. The sedlin, N-terminal domains of such sequences are set forth in the Sequence Listing.
A biomass-modulating polypeptide can contain a G-box binding protein MFMR. The domain is also present in SEQ ID NO: 521, which sets forth the amino acid sequence of an Zea mays clone, identified herein as Ceres Clone:258841 (SEQ ID NO: 521), that is predicted to encode a polypeptide containing a G-box binding protein MFMR domain. This region is typically found to the N-terminus of the PF00170 transcription factor domain. It is typically between 150 and 200 amino acids in length. The N-terminal half is typically rather rich in proline residues and has been termed the PRD (proline rich domain) whereas the C-terminal half is typically more polar and has been called the MFMR (multifunctional mosaic region). This family may be composed of three sub-families called A, B and C classified according to motif composition. Some of these motifs may be involved in mediating protein-protein interactions. The MFMR region can contain a nuclear localisation signal in bZIP opaque and GBF-2. The MFMR also can contain a transregulatory activity in TAF-1. The MFMR in CPRF-2 can contain cytoplasmic retention signals. For example, a biomass-modulating polypeptide can comprise a G-box binding protein MFMR domain having 60 percent or greater sequence identity to residues 1 to 188 of SEQ ID NO: 521. In some embodiments, a biomass-modulating polypeptide can comprise a G-box binding protein MFMR domain having 60 percent or greater sequence identity to the G-box binding protein MFMR domain of one or more of the polypeptides set forth in SEQ ID NOs: 521, 523, 525, 527, 529, 531, 533, 534, 536, 538, 540, 541, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 557, 559, 560, 562, 564, 566, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 580, 582, 584, 586, 587, 588, or 589. The G-box binding protein MFMR domains of such sequences are set forth in the Sequence Listing.
A biomass-modulating polypeptide can contain a bZIP—1 transcription factor.
The domain is also present in SEQ ID NO: 521, which sets forth the amino acid sequence of an Zea mays clone, identified herein as Ceres Clone:258841 (SEQ ID NO: 521), that is predicted to encode a polypeptide containing a bZIP—1 transcription factor domain. The basic-leucine zipper (bZIP) transcription factors of eukaryotic cells are proteins that contain a basic region mediating sequence-specific DNA-binding followed by a leucine zipper region required for dimerization. For example, a biomass-modulating polypeptide can comprise a bZIP—1 transcription factor domain having 60 percent or greater sequence identity to residues 279 to 342 of SEQ ID NO: 521. In some embodiments, a biomass-modulating polypeptide can comprise a bZIP—1 transcription factor domain having 60 percent or greater sequence identity to the bZIP—1 transcription factor domain of one or more of the polypeptides set forth in SEQ ID NOs: 521, 523, 525, 527, 529, 531, 533, 534, 536, 538, 540, 541, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 557, 559, 560, 562, 564, 566, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 580, 582, 584, 586, 587, 588, or 589. The bZIP—1 transcription factor domains of such sequences are set forth in the Sequence Listing.
A biomass-modulating polypeptide can contain a bZIP—2 basic region leucine zipper domain. The domain is also present in SEQ ID NO: 521, which sets forth the amino acid sequence of an Zea mays clone, identified herein as Ceres Clone:258841 (SEQ ID NO: 521), that is predicted to encode a polypeptide containing a bZIP—2 basic region leucine zipper. The basic-leucine zipper (bZIP) transcription factors of eukaryotic cells are proteins that contain a basic region mediating sequence-specific DNA-binding followed by a leucine zipper region required for dimerization. For example, a biomass-modulating polypeptide can comprise a bZIP—2 basic region leucine zipper domain having 60 percent or greater sequence identity to residues 279 to 333 of SEQ ID NO: 521. In some embodiments, a biomass-modulating polypeptide can comprise a bZIP—2 basic region leucine zipper domain having 60 percent or greater sequence identity to the bZIP—2 basic region leucine zipper domain of one or more of the polypeptides set forth in SEQ ID NOs: 521, 523, 525, 527, 529, 531, 533, 534, 536, 538, 540, 541, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 557, 559, 560, 562, 564, 566, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 580, 582, 584, 586, 587, 588, or 589. The bZIP—2 basic region leucine zipper domains of such sequences are set forth in the Sequence Listing.
A biomass-modulating polypeptide can contain an epimerase domain. The domain is also present in SEQ ID NO: 591, which sets forth the amino acid sequence of an Arabidopsis clone, identified herein as Ceres Annot:863641 (SEQ ID NO: 591), that is predicted to encode a polypeptide containing an epimerase domain. An epimerase domain is typical of a family of proteins that typically utilise NAD as a cofactor. The proteins in this family can use nucleotide-sugar substrates for a variety of chemical reactions. The proteins in this family can use nucleotide-sugar substrates for a variety of chemical reactions. For example, a biomass-modulating polypeptide can comprise an epimerase domain having 60 percent or greater sequence identity to residues 20 to 290 of SEQ ID NO: 591. In some embodiments, a biomass-modulating polypeptide can comprise an epimerase domain having 60 percent or greater sequence identity to the epimerase domain of one or more of the polypeptides set forth in SEQ ID NOs: 591, 593, 595, 596, 598, 600, 602, 603, 605, 606, 608, 609, 610, 611, 612, 613, 615, 617, 619, 621, 623, 624, 626, 627, 628, 630, 631, 633, 634, 636, or 638. The epimerase domains of such sequences are set forth in the Sequence Listing.
In some embodiments, a biomass-modulating polypeptide is truncated at the amino- or carboxy-terminal end of a naturally occurring polypeptide. A truncated polypeptide may retain certain domains of the naturally occurring polypeptide while lacking others. Thus, length variants that are up to 5 amino acids shorter or longer typically exhibit the biomass-modulating activity of a truncated polypeptide. In some embodiments, a truncated polypeptide is a dominant negative polypeptide. Expression in a plant of such a truncated polypeptide confers a difference in the level of biomass of a plant as compared to the corresponding level of a control plant that does not comprise the truncation.
B. Functional Homologs Identified by Reciprocal BLAST
In some embodiments, one or more functional homologs of a reference biomass-modulating polypeptide defined by one or more of the Pfam descriptions indicated above are suitable for use as biomass-modulating polypeptides. A functional homolog is a polypeptide that has sequence similarity to a reference polypeptide, and that carries out one or more of the biochemical or physiological function(s) of the reference polypeptide. A functional homolog and the reference polypeptide may be natural occurring polypeptides, and the sequence similarity may be due to convergent or divergent evolutionary events. As such, functional homologs are sometimes designated in the literature as homologs, or orthologs, or paralogs. Variants of a naturally occurring functional homolog, such as polypeptides encoded by mutants of a wild type coding sequence, may themselves be functional homologs. Functional homologs can also be created via site-directed mutagenesis of the coding sequence for a biomass-modulating polypeptide, or by combining domains from the coding sequences for different naturally-occurring biomass-modulating polypeptides (“domain swapping”). The term “functional homolog” is sometimes applied to the nucleic acid that encodes a functionally homologous polypeptide.
Functional homologs can be identified by analysis of nucleotide and polypeptide sequence alignments. For example, performing a query on a database of nucleotide or polypeptide sequences can identify homologs of biomass-modulating polypeptides. Sequence analysis can involve BLAST, Reciprocal BLAST, or PSI-BLAST analysis of nonredundant databases using a biomass-modulating polypeptide amino acid sequence as the reference sequence. Amino acid sequence is, in some instances, deduced from the nucleotide sequence. Those polypeptides in the database that have greater than 40% sequence identity are candidates for further evaluation for suitability as a biomass-modulating polypeptide. Amino acid sequence similarity allows for conservative amino acid substitutions, such as substitution of one hydrophobic residue for another or substitution of one polar residue for another. If desired, manual inspection of such candidates can be carried out in order to narrow the number of candidates to be further evaluated. Manual inspection can be performed by selecting those candidates that appear to have domains present in biomass-modulating polypeptides, e.g., conserved functional domains.
Conserved regions can be identified by locating a region within the primary amino acid sequence of a biomass-modulating polypeptide that is a repeated sequence, forms some secondary structure (e.g., helices and beta sheets), establishes positively or negatively charged domains, or represents a protein motif or domain. See, e.g., the Pfam web site describing consensus sequences for a variety of protein motifs and domains on the World Wide Web at sanger.ac.uk/Software/Pfam/ and pfam.janelia.org/. A description of the information included at the Pfam database is described in Sonnhammer et al., Nucl. Acids Res., 26:320-322 (1998); Sonnhammer et al., Proteins, 28:405-420 (1997); and Bateman et al., Nucl. Acids Res., 27:260-262 (1999). Conserved regions also can be determined by aligning sequences of the same or related polypeptides from closely related species. Closely related species preferably are from the same family. In some embodiments, alignment of sequences from two different species is adequate.
Typically, polypeptides that exhibit at least about 40% amino acid sequence identity are useful to identify conserved regions. Conserved regions of related polypeptides exhibit at least 45% amino acid sequence identity (e.g., at least 50%, at least 60%, at least 70%, at least 80%, or at least 90% amino acid sequence identity). In some embodiments, a conserved region exhibits at least 92%, 94%, 96%, 98%, or 99% amino acid sequence identity.
Examples of amino acid sequences of functional homologs of the polypeptide set forth in SEQ ID NO: 2 are provided in
Examples of amino acid sequences of functional homologs of the polypeptide set forth in SEQ ID NO: 106 are provided in
Examples of amino acid sequences of functional homologs of the polypeptide set forth in SEQ ID NO: 165 are provided in
Examples of amino acid sequences of functional homologs of the polypeptide set forth in SEQ ID NO: 315 are provided in
Examples of amino acid sequences of functional homologs of the polypeptide set forth in SEQ ID NO: 474 are provided in
CeresAnnot:1448104 (SEQ ID NO: 517), (SEQ ID NO: 518), or (SEQ ID NO: 519). In some cases, a functional homolog of SEQ ID NO: 474 has an amino acid sequence with at least 45% sequence identity, e.g., 50%, 52%, 56%, 59%, 61%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the amino acid sequence set forth in SEQ ID NO: 474.
Examples of amino acid sequences of functional homologs of the polypeptide set forth in SEQ ID NO: 521 are provided in
Examples of amino acid sequences of functional homologs of the polypeptide set forth in SEQ ID NO: 591 are provided in
The identification of conserved regions in a biomass-modulating polypeptide facilitates production of variants of biomass-modulating polypeptides. Variants of biomass-modulating polypeptides typically have 10 or fewer conservative amino acid substitutions within the primary amino acid sequence, e.g., 7 or fewer conservative amino acid substitutions, 5 or fewer conservative amino acid substitutions, or between 1 and 5 conservative substitutions. A useful variant polypeptide can be constructed based on one of the alignments set forth in
C. Functional Homologs Identified by HMMER
In some embodiments, useful biomass-modulating polypeptides include those that fit a Hidden Markov Model based on the polypeptides set forth in any one of
The default parameters for building an HMM (hmmbuild) are as follows: the default “architecture prior” (archpri) used by MAP architecture construction is 0.85, and the default cutoff threshold (idlevel) used to determine the effective sequence number is 0.62. HMMER 2.3.2 was released Oct. 3, 2003 under a GNU general public license, and is available from various sources on the World Wide Web such as hmmer.janelia.org; hmmer.wustl.edu; and fr.com/hmmer232/. Hmmbuild outputs the model as a text file.
The HMM for a group of functional homologs can be used to determine the likelihood that a candidate biomass-modulating polypeptide sequence is a better fit to that particular HMM than to a null HMM generated using a group of sequences that are not structurally or functionally related. The likelihood that a candidate polypeptide sequence is a better fit to an HMM than to a null HMM is indicated by the HMM bit score, a number generated when the candidate sequence is fitted to the HMM profile using the HMMER hmmsearch program. The following default parameters are used when running hmmsearch: the default E-value cutoff (E) is 10.0, the default bit score cutoff (T) is negative infinity, the default number of sequences in a database (Z) is the real number of sequences in the database, the default E-value cutoff for the per-domain ranked hit list (domE) is infinity, and the default bit score cutoff for the per-domain ranked hit list (domT) is negative infinity. A high HMM bit score indicates a greater likelihood that the candidate sequence carries out one or more of the biochemical or physiological function(s) of the polypeptides used to generate the HMM. A high HMM bit score is at least 20, and often is higher. Slight variations in the HMM bit score of a particular sequence can occur due to factors such as the order in which sequences are processed for alignment by multiple sequence alignment algorithms such as the ProbCons program. Nevertheless, such HMM bit score variation is minor.
The biomass-modulating polypeptides discussed below fit the indicated HMM with an HMM bit score greater than 210 (e.g., greater than 230, 240, 250, 260, 270, 280, 290, 2100, 2200, 2300, 2400, or 2500). In some embodiments, the HMM bit score of a biomass-modulating polypeptide discussed below is about 50%, 60%, 70%, 80%, 90%, or 95% of the HMM bit score of a functional homolog provided in the Sequence Listing of this application. In some embodiments, a biomass-modulating polypeptide discussed below fits the indicated HMM with an HMM bit score greater than 210, and has a domain indicative of an biomass-modulating polypeptide. In some embodiments, a biomass-modulating polypeptide discussed below fits the indicated HMM with an HMM bit score greater than 210, and has 65% or greater sequence identity (e.g., 75%, 80%, 85%, 90%, 95%, or 100% sequence identity) to an amino acid sequence shown in any one of
Examples of polypeptides are shown in the sequence listing that have HMM bit scores greater than 230 when fitted to an HMM generated from the amino acid sequences set forth in
Examples of polypeptides are shown in the sequence listing that have HMM bit scores greater than 350 when fitted to an HMM generated from the amino acid sequences set forth in
Examples of polypeptides are shown in the sequence listing that have HMM bit scores greater than 215 when fitted to an HMM generated from the amino acid sequences set forth in
Examples of polypeptides are shown in the sequence listing that have HMM bit scores greater than 880 when fitted to an HMM generated from the amino acid sequences set forth in
Examples of polypeptides are shown in the sequence listing that have HMM bit scores greater than 240 when fitted to an HMM generated from the amino acid sequences set forth in
Examples of polypeptides are shown in the sequence listing that have HMM bit scores greater than 310 when fitted to an HMM generated from the amino acid sequences set forth in
Examples of polypeptides are shown in the sequence listing that have HMM bit scores greater than 810 when fitted to an HMM generated from the amino acid sequences set forth in
D. Percent Identity
In some embodiments, a biomass-modulating polypeptide has an amino acid sequence with at least 45% sequence identity, e.g., 50%, 52%, 56%, 59%, 61%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to one of the amino acid sequences set forth in SEQ ID NOs: 2, 4, 6, 8, 9, 11, 13, 14, 15, 16, 17, 19, 21, 22, 23, 25, 26, 28, 30, 32, 34, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 60, 61, 62, 63, 64, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 109, 111, 112, 114, 115, 117, 119, 120, 122, 124, 126, 127, 129, 131, 133, 135, 137, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 167, 169, 171, 173, 175, 176, 177, 179, 181, 183, 184, 185, 186, 188, 190, 192, 193, 195, 197, 198, 200, 202, 204, 206, 208, 210, 212, 214, 215, 217, 218, 219, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 241, 242, 243, 245, 247, 249, 251, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 315, 317, 319, 321, 323, 325, 327, 329, 330, 331, 332, 334, 335, 336, 338, 340, 341, 343, 345, 346, 347, 349, 349, 350, 351, 352, 353, 354, 355, 356, 357, 359, 360, 361, 362, 363, 364, 366, 367, 369, 371, 373, 374, 374, 375, 376, 376, 377, 378, 380, 382, 384, 385, 386, 387, 388, 389, 390, 391, 391, 393, 395, 397, 398, 399, 400, 400, 401, 401, 403, 403, 405, 405, 407, 407, 408, 410, 411, 413, 414, 415, 416, 417, 418, 419, 420, 420, 421, 422, 423, 424, 426, 426, 428, 428, 429, 430, 430, 431, 432, 432, 433, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 474, 475, 477, 479, 481, 483, 485, 487, 488, 489, 490, 492, 494, 496, 498, 500, 502, 503, 504, 506, 508, 510, 511, 513, 515, 517, 518, 519, 521, 523, 525, 527, 529, 531, 533, 534, 536, 538, 540, 541, 543, 544, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 557, 559, 560, 562, 564, 566, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 580, 582, 584, 586, 587, 588, 589, 591, 593, 595, 596, 598, 600, 602, 603, 605, 606, 608, 608, 609, 610, 611, 612, 613, 615, 617, 619, 621, 623, 624, 626, 627, 628, 630, 631, 633, 634, 636, or 638. Polypeptides having such a percent sequence identity often have a domain indicative of a biomass-modulating polypeptide and/or have an HMM bit score that is greater than 210, as discussed above. Amino acid sequences of biomass-modulating polypeptides having at least 80% sequence identity to one of the amino acid sequences set forth in SEQ ID NOs: 2, 4, 6, 8, 9, 11, 13, 14, 15, 16, 17, 19, 21, 22, 23, 25, 26, 28, 30, 32, 34, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 60, 61, 62, 63, 64, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 109, 111, 112, 114, 115, 117, 119, 120, 122, 124, 126, 127, 129, 131, 133, 135, 137, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 167, 169, 171, 173, 175, 176, 177, 179, 181, 183, 184, 185, 186, 188, 190, 192, 193, 195, 197, 198, 200, 202, 204, 206, 208, 210, 212, 214, 215, 217, 218, 219, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 241, 242, 243, 245, 247, 249, 251, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 315, 317, 319, 321, 323, 325, 327, 329, 330, 331, 332, 334, 335, 336, 338, 340, 341, 343, 345, 346, 347, 349, 349, 350, 351, 352, 353, 354, 355, 356, 357, 359, 360, 361, 362, 363, 364, 366, 367, 369, 371, 373, 374, 374, 375, 376, 376, 377, 378, 380, 382, 384, 385, 386, 387, 388, 389, 390, 391, 391, 393, 395, 397, 398, 399, 400, 400, 401, 401, 403, 403, 405, 405, 407, 407, 408, 410, 411, 413, 414, 415, 416, 417, 418, 419, 420, 420, 421, 422, 423, 424, 426, 426, 428, 428, 429, 430, 430, 431, 432, 432, 433, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 474, 475, 477, 479, 481, 483, 485, 487, 488, 489, 490, 492, 494, 496, 498, 500, 502, 503, 504, 506, 508, 510, 511, 513, 515, 517, 518, 519, 521, 523, 525, 527, 529, 531, 533, 534, 536, 538, 540, 541, 543, 544, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 557, 559, 560, 562, 564, 566, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 580, 582, 584, 586, 587, 588, 589, 591, 593, 595, 596, 598, 600, 602, 603, 605, 606, 608, 608, 609, 610, 611, 612, 613, 615, 617, 619, 621, 623, 624, 626, 627, 628, 630, 631, 633, 634, 636, or 638 are provided in
“Percent sequence identity” refers to the degree of sequence identity between any given reference sequence, e.g., SEQ ID NO: 2, and a candidate biomass-modulating sequence. A candidate sequence typically has a length that is from 80 percent to 200 percent of the length of the reference sequence, e.g., 82, 85, 87, 89, 90, 93, 95, 97, 99, 100, 105, 110, 115, 120, 130, 140, 150, 160, 170, 180, 190, or 200 percent of the length of the reference sequence. A percent identity for any candidate nucleic acid or polypeptide relative to a reference nucleic acid or polypeptide can be determined as follows. A reference sequence (e.g., a nucleic acid sequence or an amino acid sequence) is aligned to one or more candidate sequences using the computer program ClustalW (version 1.83, default parameters), which allows alignments of nucleic acid or polypeptide sequences to be carried out across their entire length (global alignment). Chema et al., Nucleic Acids Res., 31(13):3497-500 (2003).
ClustalW calculates the best match between a reference and one or more candidate sequences, and aligns them so that identities, similarities and differences can be determined. Gaps of one or more residues can be inserted into a reference sequence, a candidate sequence, or both, to maximize sequence alignments. For fast pairwise alignment of nucleic acid sequences, the following default parameters are used: word size: 2; window size: 4; scoring method: percentage; number of top diagonals: 4; and gap penalty: 5. For multiple alignment of nucleic acid sequences, the following parameters are used: gap opening penalty: 10.0; gap extension penalty: 5.0; and weight transitions: yes. For fast pairwise alignment of protein sequences, the following parameters are used: word size: 1; window size: 5; scoring method: percentage; number of top diagonals: 5; gap penalty: 3. For multiple alignment of protein sequences, the following parameters are used: weight matrix: blosum; gap opening penalty: 10.0; gap extension penalty: 0.05; hydrophilic gaps: on; hydrophilic residues: Gly, Pro, Ser, Asn, Asp, Gln, Glu, Arg, and Lys; residue-specific gap penalties: on. The ClustalW output is a sequence alignment that reflects the relationship between sequences. ClustalW can be run, for example, at the Baylor College of Medicine Search Launcher site (searchlauncher.bcm.tmc.edu/multi-align/multi-align.html) and at the European Bioinformatics Institute site on the World Wide Web (ebi.ac.uk/clustalw).
To determine percent identity of a candidate nucleic acid or amino acid sequence to a reference sequence, the sequences are aligned using ClustalW, the number of identical matches in the alignment is divided by the length of the reference sequence, and the result is multiplied by 100. It is noted that the percent identity value can be rounded to the nearest tenth. For example, 78.11, 78.12, 78.13, and 78.14 are rounded down to 78.1, while 78.15, 78.16, 78.17, 78.18, and 78.19 are rounded up to 78.2.
In some cases, a biomass-modulating polypeptide has an amino acid sequence with at least 45% sequence identity, e.g., 50%, 52%, 56%, 59%, 61%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the amino acid sequence set forth in SEQ ID NO: 2, 4, 6, 8, 9, 11, 13, 14, 15, 16, 17, 19, 21, 22, 23, 25, 26, 28, 30, 32, 34, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 60, 61, 62, 63, 64, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, or 104. Amino acid sequences of polypeptides having greater than 45% sequence identity to the polypeptide set forth in SEQ ID NO: 2, 4, 6, 8, 9, 11, 13, 14, 15, 16, 17, 19, 21, 22, 23, 25, 26, 28, 30, 32, 34, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 60, 61, 62, 63, 64, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, or 104 are provided in
In some cases, a biomass-modulating polypeptide has an amino acid sequence with at least 45% sequence identity, e.g., 50%, 52%, 56%, 59%, 61%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the amino acid sequence set forth in SEQ ID NO: 106, 107, 109, 111, 112, 114, 115, 117, 119, 120, 122, 124, 126, 127, 129, 131, 133, 135, 137, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, or 163. Amino acid sequences of polypeptides having greater than 45% sequence identity to the polypeptide set forth in SEQ ID NO: 106, 107, 109, 111, 112, 114, 115, 117, 119, 120, 122, 124, 126, 127, 129, 131, 133, 135, 137, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, or 163 are provided in
In some cases, a biomass-modulating polypeptide has an amino acid sequence with at least 45% sequence identity, e.g., 50%, 52%, 56%, 59%, 61%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the amino acid sequence set forth in SEQ ID NO: 165, 166, 167, 169, 171, 173, 175, 176, 177, 179, 181, 183, 184, 185, 186, 188, 190, 192, 193, 195, 197, 198, 200, 202, 204, 206, 208, 210, 212, 214, 215, 217, 218, 219, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 241, 242, 243, 245, 247, 249, 251, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, or 313. Amino acid sequences of polypeptides having greater than 45% sequence identity to the polypeptide set forth in SEQ ID NO: 165, 166, 167, 169, 171, 173, 175, 176, 177, 179, 181, 183, 184, 185, 186, 188, 190, 192, 193, 195, 197, 198, 200, 202, 204, 206, 208, 210, 212, 214, 215, 217, 218, 219, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 241, 242, 243, 245, 247, 249, 251, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, or 313 are provided in
In some cases, a biomass-modulating polypeptide has an amino acid sequence with at least 45% sequence identity, e.g., 50%, 52%, 56%, 59%, 61%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the amino acid sequence set forth in SEQ ID NO: 315, 317, 319, 321, 323, 325, 327, 329, 330, 331, 332, 334, 335, 336, 338, 340, 341, 343, 345, 346, 347, 349, 350, 351, 352, 353, 354, 355, 356, 357, 359, 360, 361, 362, 363, 364, 366, 367, 369, 371, 373, 374, 375, 376, 377, 378, 380, 382, 384, 385, 386, 387, 388, 389, 390, 391, 393, 395, 397, 398, 399, 400, 401, 403, 405, 407, 408, 410, 411, 413, 414, 415, 416, 417, 418, 419, 420, 420, 421, 422, 423, 424, 426, 428, 429, 430, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, or 472. Amino acid sequences of polypeptides having greater than 45% sequence identity to the polypeptide set forth in SEQ ID NO: 315, 317, 319, 321, 323, 325, 327, 329, 330, 331, 332, 334, 335, 336, 338, 340, 341, 343, 345, 346, 347, 349, 350, 351, 352, 353, 354, 355, 356, 357, 359, 360, 361, 362, 363, 364, 366, 367, 369, 371, 373, 374, 375, 376, 377, 378, 380, 382, 384, 385, 386, 387, 388, 389, 390, 391, 393, 395, 397, 398, 399, 400, 401, 403, 405, 407, 408, 410, 411, 413, 414, 415, 416, 417, 418, 419, 420, 420, 421, 422, 423, 424, 426, 428, 429, 430, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, or 472 are provided in
In some cases, a biomass-modulating polypeptide has an amino acid sequence with at least 45% sequence identity, e.g., 50%, 52%, 56%, 59%, 61%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the amino acid sequence set forth in SEQ ID NO: 474, 475, 477, 479, 481, 483, 485, 487, 488, 489, 490, 492, 494, 496, 498, 500, 502, 503, 504, 506, 508, 510, 511, 513, 515, 517, 518, or 519. Amino acid sequences of polypeptides having greater than 45% sequence identity to the polypeptide set forth in SEQ ID NO: 474, 475, 477, 479, 481, 483, 485, 487, 488, 489, 490, 492, 494, 496, 498, 500, 502, 503, 504, 506, 508, 510, 511, 513, 515, 517, 518, or 519 are provided in
In some cases, a biomass-modulating polypeptide has an amino acid sequence with at least 45% sequence identity, e.g., 50%, 52%, 56%, 59%, 61%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the amino acid sequence set forth in SEQ ID NO: 521, 523, 525, 527, 529, 531, 533, 534, 536, 538, 540, 541, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 557, 559, 560, 562, 564, 566, 568, 569, 570, 571, 572, 572, 573, 574, 575, 576, 577, 578, 580, 582, 584, 586, 587, 588, or 589. Amino acid sequences of polypeptides having greater than 45% sequence identity to the polypeptide set forth in SEQ ID NO: 521, 523, 525, 527, 529, 531, 533, 534, 536, 538, 540, 541, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 557, 559, 560, 562, 564, 566, 568, 569, 570, 571, 572, 572, 573, 574, 575, 576, 577, 578, 580, 582, 584, 586, 587, 588, or 589 are provided in
In some cases, a biomass-modulating polypeptide has an amino acid sequence with at least 45% sequence identity, e.g., 50%, 52%, 56%, 59%, 61%, 65%, 70%, 75%, 80%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the amino acid sequence set forth in SEQ ID NO: 591, 593, 595, 596, 598, 600, 602, 603, 605, 606, 608, 609, 610, 611, 612, 613, 615, 617, 619, 621, 623, 624, 626, 627, 628, 630, 631, 633, 634, 636, or 638. Amino acid sequences of polypeptides having greater than 45% sequence identity to the polypeptide set forth in SEQ ID NO: 591, 593, 595, 596, 598, 600, 602, 603, 605, 606, 608, 609, 610, 611, 612, 613, 615, 617, 619, 621, 623, 624, 626, 627, 628, 630, 631, 633, 634, 636, or 638 are provided in
E. Other Sequences
It should be appreciated that a biomass-modulating polypeptide can include additional amino acids that are not involved in biomass modulation, and thus such a polypeptide can be longer than would otherwise be the case. For example, a biomass-modulating polypeptide can include a purification tag, a chloroplast transit peptide, a mitochondrial transit peptide, an amyloplast peptide, or a leader sequence added to the amino or carboxy terminus. In some embodiments, a biomass-modulating polypeptide includes an amino acid sequence that functions as a reporter, e.g., a green fluorescent protein or yellow fluorescent protein.
Nucleic acids described herein include nucleic acids that are effective to modulate biomass levels when transcribed in a plant or plant cell. Such nucleic acids include, without limitation, those that encode a biomass-modulating polypeptide and those that can be used to inhibit expression of a biomass-modulating polypeptide via a nucleic acid based method.
A. Nucleic Acids Encoding Biomass-Modulating Polypeptides
Nucleic acids encoding biomass-modulating polypeptides are described herein. Examples of such nucleic acids include SEQ ID NOs: 1, 105, 164, 314, 473, 520, or 590, as described in more detail below. A nucleic acid also can be a fragment that is at least 40% (e.g., at least 45, 50, 55, 60, 65, 70, 75, 80, 85, 90, 95, or 99%) of the length of the full-length nucleic acid set forth in SEQ ID NOs: 1, 3, 5, 7, 10, 12, 18, 20, 24, 27, 29, 31, 33, 35, 37, 47, 57, 59, 65, 67, 105, 108, 110, 113, 116, 118, 121, 123, 125, 128, 130, 132, 134, 136, 138, 164, 168, 170, 172, 174, 178, 180, 182, 187, 189, 191, 194, 196, 199, 201, 203, 205, 207, 209, 211, 213, 216, 221, 223, 225, 227, 229, 231, 233, 235, 237, 239, 244, 246, 248, 250, 252, 314, 316, 318, 320, 322, 324, 326, 328, 333, 337, 339, 342, 344, 348, 358, 365, 368, 370, 372, 379, 381, 383, 392, 394, 396, 402, 404, 406, 409, 412, 425, 427, 473, 476, 478, 480, 482, 484, 486, 491, 493, 495, 497, 499, 501, 505, 507, 509, 512, 514, 516, 520, 522, 524, 526, 528, 530, 532, 535, 537, 539, 542, 556, 558, 561, 563, 565, 567, 579, 581, 583, 585, 590, 592, 594, 597, 599, 601, 604, 607, 614, 616, 618, 620, 622, 625, 629, 632, 635, or 637.
A biomass-modulating nucleic acid can comprise the nucleotide sequence set forth in SEQ ID NO: 1. Alternatively, a biomass-modulating nucleic acid can be a variant of the nucleic acid having the nucleotide sequence set forth in SEQ ID NO: 1. For example, a biomass-modulating nucleic acid can have a nucleotide sequence with at least 80% sequence identity, e.g., 81%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the nucleotide sequence set forth in SEQ ID NO: 1, 3, 5, 7, 10, 12, 18, 20, 24, 27, 29, 31, 33, 35, 37, 47, 57, 59, 65, or 67.
A biomass-modulating nucleic acid can comprise the nucleotide sequence set forth in SEQ ID NO: 105. Alternatively, a biomass-modulating nucleic acid can be a variant of the nucleic acid having the nucleotide sequence set forth in SEQ ID NO: 105. For example, a biomass-modulating nucleic acid can have a nucleotide sequence with at least 80% sequence identity, e.g., 81%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the nucleotide sequence set forth in SEQ ID NO: 105, 108, 110, 113, 116, 118, 121, 123, 125, 128, 130, 132, 134, 136, or 138.
A biomass-modulating nucleic acid can comprise the nucleotide sequence set forth in SEQ ID NO: 164. Alternatively, a biomass-modulating nucleic acid can be a variant of the nucleic acid having the nucleotide sequence set forth in SEQ ID NO: 164. For example, a biomass-modulating nucleic acid can have a nucleotide sequence with at least 80% sequence identity, e.g., 81%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the nucleotide sequence set forth in SEQ ID NO: 164, 168, 170, 172, 174, 178, 180, 182, 187, 189, 191, 194, 196, 199, 201, 203, 205, 207, 209, 211, 213, 216, 221, 223, 225, 227, 229, 231, 233, 235, 237, 239, 244, 246, 248, 250, or 252.
A biomass-modulating nucleic acid can comprise the nucleotide sequence set forth in SEQ ID NO: 314. Alternatively, a biomass-modulating nucleic acid can be a variant of the nucleic acid having the nucleotide sequence set forth in SEQ ID NO: 314. For example, a biomass-modulating nucleic acid can have a nucleotide sequence with at least 80% sequence identity, e.g., 81%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the nucleotide sequence set forth in SEQ ID NO: 314, 316, 318, 320, 322, 324, 326, 328, 333, 337, 339, 342, 344, 348, 358, 365, 368, 370, 372, 379, 381, 383, 392, 394, 396, 402, 404, 406, 409, 412, 425, or 427.
A biomass-modulating nucleic acid can comprise the nucleotide sequence set forth in SEQ ID NO: 473. Alternatively, a biomass-modulating nucleic acid can be a variant of the nucleic acid having the nucleotide sequence set forth in SEQ ID NO: 473. For example, a biomass-modulating nucleic acid can have a nucleotide sequence with at least 80% sequence identity, e.g., 81%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the nucleotide sequence set forth in SEQ ID NO: 473, 476, 478, 480, 482, 484, 486, 491, 493, 495, 497, 499, 501, 505, 507, 509, 512, 514, or 516.
A biomass-modulating nucleic acid can comprise the nucleotide sequence set forth in SEQ ID NO: 520. Alternatively, a biomass-modulating nucleic acid can be a variant of the nucleic acid having the nucleotide sequence set forth in SEQ ID NO: 520. For example, a biomass-modulating nucleic acid can have a nucleotide sequence with at least 80% sequence identity, e.g., 81%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the nucleotide sequence set forth in SEQ ID NO: 520, 522, 524, 526, 528, 530, 532, 535, 537, 539, 542, 556, 558, 561, 563, 565, 567, 579, 581, 583, or 585.
A biomass-modulating nucleic acid can comprise the nucleotide sequence set forth in SEQ ID NO: 590. Alternatively, a biomass-modulating nucleic acid can be a variant of the nucleic acid having the nucleotide sequence set forth in SEQ ID NO: 590. For example, a biomass-modulating nucleic acid can have a nucleotide sequence with at least 80% sequence identity, e.g., 81%, 85%, 90%, 95%, 97%, 98%, or 99% sequence identity, to the nucleotide sequence set forth in SEQ ID NO: 590, 592, 594, 597, 599, 601, 604, 607, 614, 616, 618, 620, 622, 625, 629, 632, 635, or 637.
Isolated nucleic acid molecules can be produced by standard techniques. For example, polymerase chain reaction (PCR) techniques can be used to obtain an isolated nucleic acid containing a nucleotide sequence described herein. PCR can be used to amplify specific sequences from DNA as well as RNA, including sequences from total genomic DNA or total cellular RNA. Various PCR methods are described, for example, in PCR Primer: A Laboratory Manual, Dieffenbach and Dveksler, eds., Cold Spring Harbor Laboratory Press, 1995. Generally, sequence information from the ends of the region of interest or beyond is employed to design oligonucleotide primers that are identical or similar in sequence to opposite strands of the template to be amplified. Various PCR strategies also are available by which site-specific nucleotide sequence modifications can be introduced into a template nucleic acid. Isolated nucleic acids also can be chemically synthesized, either as a single nucleic acid molecule (e.g., using automated DNA synthesis in the 3′ to 5′ direction using phosphoramidite technology) or as a series of oligonucleotides. For example, one or more pairs of long oligonucleotides (e.g., >100 nucleotides) can be synthesized that contain the desired sequence, with each pair containing a short segment of complementarity (e.g., about 15 nucleotides) such that a duplex is formed when the oligonucleotide pair is annealed. DNA polymerase is used to extend the oligonucleotides, resulting in a single, double-stranded nucleic acid molecule per oligonucleotide pair, which then can be ligated into a vector. Isolated nucleic acids of the invention also can be obtained by mutagenesis of, e.g., a naturally occurring DNA.
B. Use of Nucleic Acids to Modulate Expression of Polypeptides
i. Expression of a Biomass-Modulating Polypeptide
A nucleic acid encoding one of the biomass-modulating polypeptides described herein can be used to express the polypeptide in a plant species of interest, typically by transforming a plant cell with a nucleic acid having the coding sequence for the polypeptide operably linked in sense orientation to one or more regulatory regions. It will be appreciated that because of the degeneracy of the genetic code, a number of nucleic acids can encode a particular biomass-modulating polypeptide; i.e., for many amino acids, there is more than one nucleotide triplet that serves as the codon for the amino acid. Thus, codons in the coding sequence for a given biomass-modulating polypeptide can be modified such that optimal expression in a particular plant species is obtained, using appropriate codon bias tables for that species.
In some cases, expression of a biomass-modulating polypeptide inhibits one or more functions of an endogenous polypeptide. For example, a nucleic acid that encodes a dominant negative polypeptide can be used to inhibit protein function. A dominant negative polypeptide typically is mutated or truncated relative to an endogenous wild type polypeptide, and its presence in a cell inhibits one or more functions of the wild type polypeptide in that cell, i.e., the dominant negative polypeptide is genetically dominant and confers a loss of function. The mechanism by which a dominant negative polypeptide confers such a phenotype can vary but often involves a protein-protein interaction or a protein-DNA interaction. For example, a dominant negative polypeptide can be an enzyme that is truncated relative to a native wild type enzyme, such that the truncated polypeptide retains domains involved in binding a first protein but lacks domains involved in binding a second protein. The truncated polypeptide is thus unable to properly modulate the activity of the second protein. See, e.g., US 2007/0056058. As another example, a point mutation that results in a non-conservative amino acid substitution in a catalytic domain can result in a dominant negative polypeptide. See, e.g., US 2005/032221. As another example, a dominant negative polypeptide can be a transcription factor that is truncated relative to a native wild type transcription factor, such that the truncated polypeptide retains the DNA binding domain(s) but lacks the activation domain(s). Such a truncated polypeptide can inhibit the wild type transcription factor from binding DNA, thereby inhibiting transcription activation.
ii. Inhibition of Expression of a Biomass-Modulating Polypeptide
Polynucleotides and recombinant constructs described herein can be used to inhibit expression of a biomass-modulating polypeptide in a plant species of interest. See, e.g., Matzke and Birchler, Nature Reviews Genetics 6:24-35 (2005); Akashi et al., Nature Reviews Mol. Cell. Biology 6:413-422 (2005); Mittal, Nature Reviews Genetics 5:355-365 (2004); and Nature Reviews RNA interference collection, October 2005 at nature.com/reviews/focus/mai. A number of nucleic acid based methods, including antisense RNA, ribozyme directed RNA cleavage, post-transcriptional gene silencing (PTGS), e.g., RNA interference (RNAi), and transcriptional gene silencing (TGS) are known to inhibit gene expression in plants. Suitable polynucleotides include full-length nucleic acids encoding biomass-modulating polypeptides or fragments of such full-length nucleic acids. In some embodiments, a complement of the full-length nucleic acid or a fragment thereof can be used. Typically, a fragment is at least 10 nucleotides, e.g., at least 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 35, 40, 50, 80, 100, 200, 500 nucleotides or more. Generally, higher homology can be used to compensate for the use of a shorter sequence.
Antisense technology is one well-known method. In this method, a nucleic acid of a gene to be repressed is cloned and operably linked to a regulatory region and a transcription termination sequence so that the antisense strand of RNA is transcribed. The recombinant construct is then transformed into plants, as described herein, and the antisense strand of RNA is produced. The nucleic acid need not be the entire sequence of the gene to be repressed, but typically will be substantially complementary to at least a portion of the sense strand of the gene to be repressed.
In another method, a nucleic acid can be transcribed into a ribozyme, or catalytic RNA, that affects expression of an mRNA. See, U.S. Pat. No. 6,423,885. Ribozymes can be designed to specifically pair with virtually any target RNA and cleave the phosphodiester backbone at a specific location, thereby functionally inactivating the target RNA. Heterologous nucleic acids can encode ribozymes designed to cleave particular mRNA transcripts, thus preventing expression of a polypeptide. Hammerhead ribozymes are useful for destroying particular mRNAs, although various ribozymes that cleave mRNA at site-specific recognition sequences can be used. Hammerhead ribozymes cleave mRNAs at locations dictated by flanking regions that form complementary base pairs with the target mRNA. The sole requirement is that the target RNA contains a 5′-UG-3′ nucleotide sequence. The construction and production of hammerhead ribozymes is known in the art. See, for example, U.S. Pat. No. 5,254,678 and WO 02/46449 and references cited therein. Hammerhead ribozyme sequences can be embedded in a stable RNA such as a transfer RNA (tRNA) to increase cleavage efficiency in vivo. Perriman et al., Proc. Natl. Acad. Sci. USA, 92(13):6175-6179 (1995); de Feyter and Gaudron, Methods in Molecular Biology, Vol. 74, Chapter 43, “Expressing Ribozymes in Plants”, Edited by Turner, P. C., Humana Press Inc., Totowa, N.J. RNA endoribonucleases which have been described, such as the one that occurs naturally in Tetrahymena thermophile, can be useful. See, for example, U.S. Pat. Nos. 4,987,071 and 6,423,885.
PTGS, e.g., RNAi, can also be used to inhibit the expression of a gene. For example, a construct can be prepared that includes a sequence that is transcribed into an RNA that can anneal to itself, e.g., a double stranded RNA having a stem-loop structure. In some embodiments, one strand of the stem portion of a double stranded RNA comprises a sequence that is similar or identical to the sense coding sequence or a fragment thereof of a biomass-modulating polypeptide, and that is from about 10 nucleotides to about 2,500 nucleotides in length. The length of the sequence that is similar or identical to the sense coding sequence can be from 10 nucleotides to 500 nucleotides, from 15 nucleotides to 300 nucleotides, from 20 nucleotides to 100 nucleotides, or from 25 nucleotides to 100 nucleotides. The other strand of the stem portion of a double stranded RNA comprises a sequence that is similar or identical to the antisense strand or a fragment thereof of the coding sequence of the biomass-modulating polypeptide, and can have a length that is shorter, the same as, or longer than the corresponding length of the sense sequence. In some cases, one strand of the stem portion of a double stranded RNA comprises a sequence that is similar or identical to the 3′ or 5′ untranslated region, or a fragment thereof, of an mRNA encoding a biomass-modulating polypeptide, and the other strand of the stem portion of the double stranded RNA comprises a sequence that is similar or identical to the sequence that is complementary to the 3′ or 5′ untranslated region, respectively, or a fragment thereof, of the mRNA encoding the biomass-modulating polypeptide. In other embodiments, one strand of the stem portion of a double stranded RNA comprises a sequence that is similar or identical to the sequence of an intron, or a fragment thereof, in the pre-mRNA encoding a biomass-modulating polypeptide, and the other strand of the stem portion comprises a sequence that is similar or identical to the sequence that is complementary to the sequence of the intron, or a fragment thereof, in the pre-mRNA.
The loop portion of a double stranded RNA can be from 3 nucleotides to 5,000 nucleotides, e.g., from 3 nucleotides to 25 nucleotides, from 15 nucleotides to 1,000 nucleotides, from 20 nucleotides to 500 nucleotides, or from 25 nucleotides to 200 nucleotides. The loop portion of the RNA can include an intron or a fragment thereof. A double stranded RNA can have zero, one, two, three, four, five, six, seven, eight, nine, ten, or more stem-loop structures.
A construct including a sequence that is operably linked to a regulatory region and a transcription termination sequence, and that is transcribed into an RNA that can form a double stranded RNA, is transformed into plants as described herein. Methods for using RNAi to inhibit the expression of a gene are known to those of skill in the art. See, e.g., U.S. Pat. Nos. 5,034,323; 6,326,527; 6,452,067; 6,573,099; 6,753,139; and 6,777,588. See also WO 97/01952; WO 98/53083; WO 99/32619; WO 98/36083; and U.S. Patent Publications 20030175965, 20030175783, 20040214330, and 20030180945.
Constructs containing regulatory regions operably linked to nucleic acid molecules in sense orientation can also be used to inhibit the expression of a gene. The transcription product can be similar or identical to the sense coding sequence, or a fragment thereof, of a biomass-modulating polypeptide. The transcription product also can be unpolyadenylated, lack a 5′ cap structure, or contain an unspliceable intron. Methods of inhibiting gene expression using a full-length cDNA as well as a partial cDNA sequence are known in the art. See, e.g., U.S. Pat. No. 5,231,020.
In some embodiments, a construct containing a nucleic acid having at least one strand that is a template for both sense and antisense sequences that are complementary to each other is used to inhibit the expression of a gene. The sense and antisense sequences can be part of a larger nucleic acid molecule or can be part of separate nucleic acid molecules having sequences that are not complementary. The sense or antisense sequence can be a sequence that is identical or complementary to the sequence of an mRNA, the 3′ or 5′ untranslated region of an mRNA, or an intron in a pre-mRNA encoding a biomass-modulating polypeptide, or a fragment of such sequences. In some embodiments, the sense or antisense sequence is identical or complementary to a sequence of the regulatory region that drives transcription of the gene encoding a biomass-modulating polypeptide. In each case, the sense sequence is the sequence that is complementary to the antisense sequence.
The sense and antisense sequences can be a length greater than about 10 nucleotides (e.g., 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, or more nucleotides). For example, an antisense sequence can be 21 or 22 nucleotides in length. Typically, the sense and antisense sequences range in length from about 15 nucleotides to about 30 nucleotides, e.g., from about 18 nucleotides to about 28 nucleotides, or from about 21 nucleotides to about 25 nucleotides.
In some embodiments, an antisense sequence is a sequence complementary to an mRNA sequence, or a fragment thereof, encoding a biomass-modulating polypeptide described herein. The sense sequence complementary to the antisense sequence can be a sequence present within the mRNA of the biomass-modulating polypeptide. Typically, sense and antisense sequences are designed to correspond to a 15-30 nucleotide sequence of a target mRNA such that the level of that target mRNA is reduced.
In some embodiments, a construct containing a nucleic acid having at least one strand that is a template for more than one sense sequence (e.g., 2, 3, 4, 5, 6, 7, 8, 9, 10 or more sense sequences) can be used to inhibit the expression of a gene. Likewise, a construct containing a nucleic acid having at least one strand that is a template for more than one antisense sequence (e.g., 2, 3, 4, 5, 6, 7, 8, 9, 10 or more antisense sequences) can be used to inhibit the expression of a gene. For example, a construct can contain a nucleic acid having at least one strand that is a template for two sense sequences and two antisense sequences. The multiple sense sequences can be identical or different, and the multiple antisense sequences can be identical or different. For example, a construct can have a nucleic acid having one strand that is a template for two identical sense sequences and two identical antisense sequences that are complementary to the two identical sense sequences. Alternatively, an isolated nucleic acid can have one strand that is a template for (1) two identical sense sequences 20 nucleotides in length, (2) one antisense sequence that is complementary to the two identical sense sequences 20 nucleotides in length, (3) a sense sequence 30 nucleotides in length, and (4) three identical antisense sequences that are complementary to the sense sequence 30 nucleotides in length. The constructs provided herein can be designed to have a suitable arrangement of sense and antisense sequences. For example, two identical sense sequences can be followed by two identical antisense sequences or can be positioned between two identical antisense sequences.
A nucleic acid having at least one strand that is a template for one or more sense and/or antisense sequences can be operably linked to a regulatory region to drive transcription of an RNA molecule containing the sense and/or antisense sequence(s). In addition, such a nucleic acid can be operably linked to a transcription terminator sequence, such as the terminator of the nopaline synthase (nos) gene. In some cases, two regulatory regions can direct transcription of two transcripts: one from the top strand, and one from the bottom strand. See, for example, Yan et al., Plant Physiol., 141:1508-1518 (2006). The two regulatory regions can be the same or different. The two transcripts can form double-stranded RNA molecules that induce degradation of the target RNA. In some cases, a nucleic acid can be positioned within a T-DNA or plant-derived transfer DNA (P-DNA) such that the left and right T-DNA border sequences, or the left and right border-like sequences of the P-DNA, flank or are on either side of the nucleic acid. See, US 2006/0265788. The nucleic acid sequence between the two regulatory regions can be from about 15 to about 300 nucleotides in length. In some embodiments, the nucleic acid sequence between the two regulatory regions is from about 15 to about 200 nucleotides in length, from about 15 to about 100 nucleotides in length, from about 15 to about 50 nucleotides in length, from about 18 to about 50 nucleotides in length, from about 18 to about 40 nucleotides in length, from about 18 to about 30 nucleotides in length, or from about 18 to about 25 nucleotides in length.
In some nucleic-acid based methods for inhibition of gene expression in plants, a suitable nucleic acid can be a nucleic acid analog. Nucleic acid analogs can be modified at the base moiety, sugar moiety, or phosphate backbone to improve, for example, stability, hybridization, or solubility of the nucleic acid. Modifications at the base moiety include deoxyuridine for deoxythymidine, and 5-methyl-2′-deoxycytidine and 5-bromo-2′-deoxycytidine for deoxycytidine. Modifications of the sugar moiety include modification of the 2′ hydroxyl of the ribose sugar to form 2′-O-methyl or 2′-O-allyl sugars. The deoxyribose phosphate backbone can be modified to produce morpholino nucleic acids, in which each base moiety is linked to a six-membered morpholino ring, or peptide nucleic acids, in which the deoxyphosphate backbone is replaced by a pseudopeptide backbone and the four bases are retained. See, for example, Summerton and Weller, 1997, Antisense Nucleic Acid Drug Dev., 7:187-195; Hyrup et al., Bioorgan. Med. Chem., 4:5-23 (1996). In addition, the deoxyphosphate backbone can be replaced with, for example, a phosphorothioate or phosphorodithioate backbone, a phosphoroamidite, or an alkyl phosphotriester backbone.
C. Constructs/Vectors
Recombinant constructs provided herein can be used to transform plants or plant cells in order to modulate biomass levels. A recombinant nucleic acid construct can comprise a nucleic acid encoding a biomass-modulating polypeptide as described herein, operably linked to a regulatory region suitable for expressing the biomass-modulating polypeptide in the plant or cell. Thus, a nucleic acid can comprise a coding sequence that encodes a biomass-modulating polypeptides as set forth in SEQ ID NOs: 2, 4, 6, 8, 9, 11, 13, 14, 15, 16, 17, 19, 21, 22, 23, 25, 26, 28, 30, 32, 34, 36, 38, 39, 40, 41, 42, 43, 44, 45, 46, 48, 49, 50, 51, 52, 53, 54, 55, 56, 58, 60, 61, 62, 63, 64, 66, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 106, 107, 109, 111, 112, 114, 115, 117, 119, 120, 122, 124, 126, 127, 129, 131, 133, 135, 137, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 165, 166, 167, 169, 171, 173, 175, 176, 177, 179, 181, 183, 184, 185, 186, 188, 190, 192, 193, 195, 197, 198, 200, 202, 204, 206, 208, 210, 212, 214, 215, 217, 218, 219, 220, 222, 224, 226, 228, 230, 232, 234, 236, 238, 240, 241, 242, 243, 245, 247, 249, 251, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 315, 317, 319, 321, 323, 325, 327, 329, 330, 331, 332, 334, 335, 336, 338, 340, 341, 343, 345, 346, 347, 349, 349, 350, 351, 352, 353, 354, 355, 356, 357, 359, 360, 361, 362, 363, 364, 366, 367, 369, 371, 373, 374, 374, 375, 376, 376, 377, 378, 380, 382, 384, 385, 386, 387, 388, 389, 390, 391, 391, 393, 395, 397, 398, 399, 400, 400, 401, 401, 403, 403, 405, 405, 407, 407, 408, 410, 411, 413, 414, 415, 416, 417, 418, 419, 420, 420, 421, 422, 423, 424, 426, 426, 428, 428, 429, 430, 430, 431, 432, 432, 433, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 474, 475, 477, 479, 481, 483, 485, 487, 488, 489, 490, 492, 494, 496, 498, 500, 502, 503, 504, 506, 508, 510, 511, 513, 515, 517, 518, 519, 521, 523, 525, 527, 529, 531, 533, 534, 536, 538, 540, 541, 543, 544, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 557, 559, 560, 562, 564, 566, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 580, 582, 584, 586, 587, 588, 589, 591, 593, 595, 596, 598, 600, 602, 603, 605, 606, 608, 608, 609, 610, 611, 612, 613, 615, 617, 619, 621, 623, 624, 626, 627, 628, 630, 631, 633, 634, 636, or 638. Examples of nucleic acids encoding biomass-modulating polypeptides are set forth in SEQ ID NO: 3, 5, 7, 10, 12, 18, 20, 24, 27, 29, 31, 33, 35, 37, 47, 57, 59, 65, 67, 105, 108, 110, 113, 116, 118, 121, 123, 125, 128, 130, 132, 134, 136, 138, 164, 168, 170, 172, 174, 178, 180, 182, 187, 189, 191, 194, 196, 199, 201, 203, 205, 207, 209, 211, 213, 216, 221, 223, 225, 227, 229, 231, 233, 235, 237, 239, 244, 246, 248, 250, 252, 314, 316, 318, 320, 322, 324, 326, 328, 333, 337, 339, 342, 344, 348, 358, 365, 368, 370, 372, 379, 381, 383, 392, 394, 396, 402, 404, 406, 409, 412, 425, 427, 473, 476, 478, 480, 482, 484, 486, 491, 493, 495, 497, 499, 501, 505, 507, 509, 512, 514, 516, 520, 522, 524, 526, 528, 530, 532, 535, 537, 539, 542, 556, 558, 561, 563, 565, 567, 579, 581, 583, 585, 590, 592, 594, 597, 599, 601, 604, 607, 614, 616, 618, 620, 622, 625, 629, 632, 635, or 637. The biomass-modulating polypeptide encoded by a recombinant nucleic acid can be a native biomass-modulating polypeptide, or can be heterologous to the cell. In some cases, the recombinant construct contains a nucleic acid that inhibits expression of a biomass-modulating polypeptide, operably linked to a regulatory region. Examples of suitable regulatory regions are described in the section entitled “Regulatory Regions.”
Vectors containing recombinant nucleic acid constructs such as those described herein also are provided. Suitable vector backbones include, for example, those routinely used in the art such as plasmids, viruses, artificial chromosomes, BACs, YACs, or PACs. Suitable expression vectors include, without limitation, plasmids and viral vectors derived from, for example, bacteriophage, baculoviruses, and retroviruses. Numerous vectors and expression systems are commercially available from such corporations as Novagen (Madison, Wis.), Clontech (Palo Alto, Calif.), Stratagene (La Jolla, Calif.), and Invitrogen/Life Technologies (Carlsbad, Calif.).
The vectors provided herein also can include, for example, origins of replication, scaffold attachment regions (SARs), and/or markers. A marker gene can confer a selectable phenotype on a plant cell. For example, a marker can confer biocide resistance, such as resistance to an antibiotic (e.g., kanamycin, G418, bleomycin, or hygromycin), or an herbicide (e.g., glyphosate, chlorsulfuron or phosphinothricin). In addition, an expression vector can include a tag sequence designed to facilitate manipulation or detection (e.g., purification or localization) of the expressed polypeptide. Tag sequences, such as luciferase, β-glucuronidase (GUS), green fluorescent protein (GFP), glutathione S-transferase (GST), polyhistidine, c-myc, hemagglutinin, or Flag™ tag (Kodak, New Haven, Conn.) sequences typically are expressed as a fusion with the encoded polypeptide. Such tags can be inserted anywhere within the polypeptide, including at either the carboxyl or amino terminus.
D. Regulatory Regions
The choice of regulatory regions to be included in a recombinant construct depends upon several factors, including, but not limited to, efficiency, selectability, inducibility, desired expression level, and cell- or tissue-preferential expression. It is a routine matter for one of skill in the art to modulate the expression of a coding sequence by appropriately selecting and positioning regulatory regions relative to the coding sequence. Transcription of a nucleic acid can be modulated in a similar manner.
Some suitable regulatory regions initiate transcription only, or predominantly, in certain cell types. Methods for identifying and characterizing regulatory regions in plant genomic DNA are known, including, for example, those described in the following references: Jordano et al., Plant Cell, 1:855-866 (1989); Bustos et al., Plant Cell, 1:839-854 (1989); Green et al., EMBO J., 7:4035-4044 (1988); Meier et al., Plant Cell, 3:309-316 (1991); and Zhang et al., Plant Physiology, 110:1069-1079 (1996).
Examples of various classes of regulatory regions are described below. Some of the regulatory regions indicated below as well as additional regulatory regions are described in more detail in U.S. Patent Application Ser. Nos. 60/505,689; 60/518,075; 60/544,771; 60/558,869; 60/583,691; 60/619,181; 60/637,140; 60/757,544; 60/776,307; 10/957,569; 11/058,689; 11/172,703; 11/208,308; 11/274,890; 60/583,609; 60/612,891; 11/097,589; 11/233,726; 11/408,791; 11/414,142; 10/950,321; 11/360,017; PCT/US05/011105; PCT/US05/23639; PCT/US05/034308; PCT/US05/034343; and PCT/US06/038236; PCT/US06/040572; and PCT/US07/62762.
For example, the sequences of regulatory regions p326, YP0144, YP0190, p13879, YP0050, p32449, 21876, YP0158, YP0214, YP0380, PT0848, PT0633, YP0128, YP0275, PT0660, PT0683, PT0758, PT0613, PT0672, PT0688, PT0837, YP0092, PT0676, PT0708, YP0396, YP0007, YP0111, YP0103, YP0028, YP0121, YP0008, YP0039, YP0115, YP0119, YP0120, YP0374, YP0101, YP0102, YP0110, YP0117, YP0137, YP0285, YP0212, YP0097, YP0107, YP0088, YP0143, YP0156, PT0650, PT0695, PT0723, PT0838, PT0879, PT0740, PT0535, PT0668, PT0886, PT0585, YP0381, YP0337, PT0710, YP0356, YP0385, YP0384, YP0286, YP0377, PD1367, PT0863, PT0829, PT0665, PT0678, YP0086, YP0188, YP0263, PT0743 and YP0096 are set forth in the sequence listing of PCT/US06/040572; the sequence of regulatory region PT0625 is set forth in the sequence listing of PCT/US05/034343; the sequences of regulatory regions PT0623, YP0388, YP0087, YP0093, YP0108, YP0022 and YP0080 are set forth in the sequence listing of U.S. patent application Ser. No. 11/172,703; the sequence of regulatory region PRO924 is set forth in the sequence listing of PCT/US07/62762; and the sequences of regulatory regions p530c10, pOsFIE2-2, pOsMEA, pOsYp102, and pOsYp285 are set forth in the sequence listing of PCT/US06/038236.
It will be appreciated that a regulatory region may meet criteria for one classification based on its activity in one plant species, and yet meet criteria for a different classification based on its activity in another plant species.
i. Broadly Expressing Promoters
A promoter can be “broadly expressing” when it promotes transcription in all or most tissues, in more than one, but not necessarily in all, cell types within all tissues. For example, a broadly expressing promoter can promote transcription of an operably linked sequence in one or more of the shoot, shoot tip (apex), and leaves, but weakly or not at all in tissues such as roots or stems. As another example, a broadly expressing promoter can promote transcription of an operably linked sequence in one or more of the stem, shoot, shoot tip (apex), and leaves, but can promote transcription weakly or not at all in tissues such as reproductive tissues of flowers and developing seeds. Non-limiting examples of broadly expressing promoters that can be included in the nucleic acid constructs provided herein include the p326, YP0144, YP0190, p13879, YP0050, p32449, 21876, YP0158, YP0214, YP0380, PT0848, PD3141, and PT0633 promoters. See, e.g., WO/2009/099899. Additional examples include the cauliflower mosaic virus (CaMV) 35S promoter, the mannopine synthase (MAS) promoter, the 1′ or 2′ promoters derived from T-DNA of Agrobacterium tumefaciens, the figwort mosaic virus 34S promoter, actin promoters such as the rice actin promoter, and ubiquitin promoters such as the maize ubiquitin-1 promoter. In some cases, the CaMV 35S promoter is excluded from the category of broadly expressing promoters.
ii. Root Promoters
Root-active promoters confer transcription in root tissue, e.g., root endodermis, root epidermis, or root vascular tissues. In some embodiments, root-active promoters are root-preferential promoters, i.e., confer transcription only or predominantly in root tissue. Root-preferential promoters include the YP0128, YP0275, PT0625, PT0660, PT0683, and PT0758 promoters. Other root-preferential promoters include the PT0613, PT0672, PT0688, and PT0837 promoters, which drive transcription primarily in root tissue and to a lesser extent in ovules and/or seeds. Other examples of root-preferential promoters include the root-specific subdomains of the CaMV 35S promoter (Lam et al., Proc. Natl. Acad. Sci. USA, 86:7890-7894 (1989)), root cell specific promoters reported by Conkling et al., Plant Physiol., 93:1203-1211 (1990), and the tobacco RD2 promoter.
iii. Maturing Endosperm Promoters
In some embodiments, promoters that drive transcription in maturing endosperm can be useful. Transcription from a maturing endosperm promoter typically begins after fertilization and occurs primarily in endosperm tissue during seed development and is typically highest during the cellularization phase. Most suitable are promoters that are active predominantly in maturing endosperm, although promoters that are also active in other tissues can sometimes be used. Non-limiting examples of maturing endosperm promoters that can be included in the nucleic acid constructs provided herein include the napin promoter, the Arcelin-5 promoter, the phaseolin promoter (Bustos et al., Plant Cell, 1(9):839-853 (1989)), the soybean trypsin inhibitor promoter (Riggs et al., Plant Cell, 1(6):609-621 (1989)), the ACP promoter (Baerson et al., Plant Mol. Biol., 22(2):255-267 (1993)), the stearoyl-ACP desaturase promoter (Slocombe et al., Plant Physiol., 104(4):167-176 (1994)), the soybean α′ subunit of β-conglycinin promoter (Chen et al., Proc. Natl. Acad. Sci. USA, 83:8560-8564 (1986)), the oleosin promoter (Hong et al., Plant Mol. Biol., 34(3):549-555 (1997)), and zein promoters, such as the 15 kD zein promoter, the 16 kD zein promoter, 19 kD zein promoter, 22 kD zein promoter and 27 kD zein promoter. Also suitable are the Osgt-1 promoter from the rice glutelin-1 gene (Zheng et al., Mol. Cell. Biol., 13:5829-5842 (1993)), the beta-amylase promoter, and the barley hordein promoter. Other maturing endosperm promoters include the YP0092, PT0676, and PT0708 promoters.
iv. Ovary Tissue Promoters
Promoters that are active in ovary tissues such as the ovule wall and mesocarp can also be useful, e.g., a polygalacturonidase promoter, the banana TRX promoter, the melon actin promoter, YP0396, and PT0623. Examples of promoters that are active primarily in ovules include YP0007, YP0111, YP0092, YP0103, YP0028, YP0121, YP0008, YP0039, YP0115, YP0119, YP0120, and YP0374.
v. Embryo Sac/Early Endosperm Promoters
To achieve expression in embryo sac/early endosperm, regulatory regions can be used that are active in polar nuclei and/or the central cell, or in precursors to polar nuclei, but not in egg cells or precursors to egg cells. Most suitable are promoters that drive expression only or predominantly in polar nuclei or precursors thereto and/or the central cell. A pattern of transcription that extends from polar nuclei into early endosperm development can also be found with embryo sac/early endosperm-preferential promoters, although transcription typically decreases significantly in later endosperm development during and after the cellularization phase. Expression in the zygote or developing embryo typically is not present with embryo sac/early endosperm promoters.
Promoters that may be suitable include those derived from the following genes: Arabidopsis viviparous-1 (see, GenBank No. U93215); Arabidopsis atmycl (see, Urao, Plant Mol. Biol., 32:571-57 (1996); Conceicao, Plant, 5:493-505 (1994)); Arabidopsis FIE (GenBank No. AF129516); Arabidopsis MEA; Arabidopsis FIS2 (GenBank No. AF096096); and FIE 1.1 (U.S. Pat. No. 6,906,244). Other promoters that may be suitable include those derived from the following genes: maize MAC1 (see, Sheridan, Genetics, 142:1009-1020 (1996)); maize Cat3 (see, GenBank No. L05934; Abler, Plant Mol. Biol., 22:10131-1038 (1993)). Other promoters include the following Arabidopsis promoters: YP0039, YP0101, YP0102, YP0110, YP0117, YP0119, YP0137, DME, YP0285, and YP0212. Other promoters that may be useful include the following rice promoters: p530c10, pOsFIE2-2, pOsMEA, pOsYp102, and pOsYp285.
vi. Embryo Promoters
Regulatory regions that preferentially drive transcription in zygotic cells following fertilization can provide embryo-preferential expression. Most suitable are promoters that preferentially drive transcription in early stage embryos prior to the heart stage, but expression in late stage and maturing embryos is also suitable. Embryo-preferential promoters include the barley lipid transfer protein (Ltp1) promoter (Plant Cell Rep 20:647-654 (2001)), YP0097, YP0107, YP0088, YP0143, YP0156, PT0650, PT0695, PT0723, PT0838, PT0879, and PT0740.
vii. Photosynthetic Tissue Promoters
Promoters active in photosynthetic tissue confer transcription in green tissues such as leaves and stems. Most suitable are promoters that drive expression only or predominantly in such tissues. Examples of such promoters include the ribulose-1,5-bisphosphate carboxylase (RbcS) promoters such as the RbcS promoter from eastern larch (Larix laricina), the pine cab6 promoter (Yamamoto et al., Plant Cell Physiol., 35:773-778 (1994)), the Cab-1 promoter from wheat (Fejes et al., Plant Mol. Biol., 15:921-932 (1990)), the CAB-1 promoter from spinach (Lubberstedt et al., Plant Physiol., 104:997-1006 (1994)), the cab1R promoter from rice (Luan et al., Plant Cell, 4:971-981 (1992)), the pyruvate orthophosphate dikinase (PPDK) promoter from corn (Matsuoka et al., Proc. Natl. Acad. Sci. USA, 90:9586-9590 (1993)), the tobacco Lhcb1*2 promoter (Cerdan et al., Plant Mol. Biol., 33:245-255 (1997)), the Arabidopsis thaliana SUC2 sucrose-H+ symporter promoter (Truernit et al., Planta, 196:564-570 (1995)), and thylakoid membrane protein promoters from spinach (psaD, psaF, psaE, PC, FNR, atpC, atpD, cab, rbcS). Other photosynthetic tissue promoters include PT0535, PT0668, PT0886, YP0144, YP0380 and PT0585.
viii. Vascular Tissue Promoters
Examples of promoters that have high or preferential activity in vascular bundles include YP0087, YP0093, YP0108, YP0022, and YP0080. Other vascular tissue-preferential promoters include the glycine-rich cell wall protein GRP 1.8 promoter (Keller and Baumgartner, Plant Cell, 3(10):1051-1061 (1991)), the Commelina yellow mottle virus (CoYMV) promoter (Medberry et al., Plant Cell, 4(2):185-192 (1992)), and the rice tungro bacilliform virus (RTBV) promoter (Dai et al., Proc. Natl. Acad. Sci. USA, 101(2):687-692 (2004)).
ix. Inducible Promoters
Inducible promoters confer transcription in response to external stimuli such as chemical agents or environmental stimuli. For example, inducible promoters can confer transcription in response to hormones such as giberellic acid or ethylene, or in response to light or drought. Examples of drought-inducible promoters include YP0380, PT0848, YP0381, YP0337, PT0633, YP0374, PT0710, YP0356, YP0385, YP0396, YP0388, YP0384, PT0688, YP0286, YP0377, PD1367, and PD0901. Examples of nitrogen-inducible promoters include PT0863, PT0829, PT0665, and PT0886. Examples of shade-inducible promoters include PRO924 and PT0678. An example of a promoter induced by salt is rd29A (Kasuga et al. (1999) Nature Biotech 17: 287-291).
x. Basal Promoters
A basal promoter is the minimal sequence necessary for assembly of a transcription complex required for transcription initiation. Basal promoters frequently include a “TATA box” element that may be located between about 15 and about 35 nucleotides upstream from the site of transcription initiation. Basal promoters also may include a “CCAAT box” element (typically the sequence CCAAT) and/or a GGGCG sequence, which can be located between about 40 and about 200 nucleotides, typically about 60 to about 120 nucleotides, upstream from the transcription start site.
xi. Stem Promoters
A stem promoter may be specific to one or more stem tissues or specific to stem and other plant parts. Stem promoters may have high or preferential activity in, for example, epidermis and cortex, vascular cambium, procambium, or xylem. Examples of stem promoters include YP0018 which is disclosed in US20060015970 and CryIA(b) and CryIA(c) (Braga et al. 2003, Journal of New Seeds 5:209-221).
xIi. Reproductive Tissue Promoters
Reproductive tissue promoters are regulatory sequences that drive expression primarily in, but are not necessarily exclusive to, tissues that are required for plant sexual reproduction. These tissues include, but are not limited to, inflorescence meristem, floral meristem, floral organs, and cells of the gametophyte. Examples of promoters that express in reproductive tissues include PD3720 in PCT/US2009/038792.
xiii. Other Promoters
Other classes of promoters include, but are not limited to, shoot-preferential, callus-preferential, trichome cell-preferential, guard cell-preferential such as PT0678, tuber-preferential, parenchyma cell-preferential, and senescence-preferential promoters. Promoters designated YP0086, YP0188, YP0263, PT0758, PT0743, PT0829, YP0119, and YP0096, as described in the above-referenced patent applications, may also be useful.
xiv. Other Regulatory Regions
A 5′ untranslated region (UTR) can be included in nucleic acid constructs described herein. A 5′ UTR is transcribed, but is not translated, and lies between the start site of the transcript and the translation initiation codon and may include the +1 nucleotide. A 3′ UTR can be positioned between the translation termination codon and the end of the transcript. UTRs can have particular functions such as increasing mRNA stability or attenuating translation. Examples of 3′ UTRs include, but are not limited to, polyadenylation signals and transcription termination sequences, e.g., a nopaline synthase termination sequence.
It will be understood that more than one regulatory region may be present in a recombinant polynucleotide, e.g., introns, enhancers, upstream activation regions, transcription terminators, and inducible elements. Thus, for example, more than one regulatory region can be operably linked to the sequence of a polynucleotide encoding a biomass-modulating polypeptide.
Regulatory regions, such as promoters for endogenous genes, can be obtained by chemical synthesis or by subcloning from a genomic DNA that includes such a regulatory region. A nucleic acid comprising such a regulatory region can also include flanking sequences that contain restriction enzyme sites that facilitate subsequent manipulation.
A. Transformation
The invention also features transgenic plant cells and plants comprising at least one recombinant nucleic acid construct described herein. A plant or plant cell can be transformed by having a construct integrated into its genome, i.e., can be stably transformed. Stably transformed cells typically retain the introduced nucleic acid with each cell division. A plant or plant cell can also be transiently transformed such that the construct is not integrated into its genome. Transiently transformed cells typically lose all or some portion of the introduced nucleic acid construct with each cell division such that the introduced nucleic acid cannot be detected in daughter cells after a sufficient number of cell divisions. Both transiently transformed and stably transformed transgenic plants and plant cells can be useful in the methods described herein.
Transgenic plant cells used in methods described herein can constitute part or all of a whole plant. Such plants can be grown in a manner suitable for the species under consideration, either in a growth chamber, a greenhouse, or in a field. Transgenic plants can be bred as desired for a particular purpose, e.g., to introduce a recombinant nucleic acid into other lines, to transfer a recombinant nucleic acid to other species, or for further selection of other desirable traits. Alternatively, transgenic plants can be propagated vegetatively for those species amenable to such techniques. As used herein, a transgenic plant also refers to progeny of an initial transgenic plant provided the progeny inherits the transgene. Seeds produced by a transgenic plant can be grown and then selfed (or outcrossed and selfed) to obtain seeds homozygous for the nucleic acid construct.
Transgenic plants can be grown in suspension culture, or tissue or organ culture. For the purposes of this invention, solid and/or liquid tissue culture techniques can be used. When using solid medium, transgenic plant cells can be placed directly onto the medium or can be placed onto a filter that is then placed in contact with the medium. When using liquid medium, transgenic plant cells can be placed onto a flotation device, e.g., a porous membrane that contacts the liquid medium. A solid medium can be, for example, Murashige and Skoog (MS) medium containing agar and a suitable concentration of an auxin, e.g., 2,4-dichlorophenoxyacetic acid (2,4-D), and a suitable concentration of a cytokinin, e.g., kinetin.
When transiently transformed plant cells are used, a reporter sequence encoding a reporter polypeptide having a reporter activity can be included in the transformation procedure and an assay for reporter activity or expression can be performed at a suitable time after transformation. A suitable time for conducting the assay typically is about 1-21 days after transformation, e.g., about 1-14 days, about 1-7 days, or about 1-3 days. The use of transient assays is particularly convenient for rapid analysis in different species, or to confirm expression of a heterologous biomass-modulating polypeptide whose expression has not previously been confirmed in particular recipient cells.
Techniques for introducing nucleic acids into monocotyledonous and dicotyledonous plants are known in the art, and include, without limitation, Agrobacterium-mediated transformation, viral vector-mediated transformation, electroporation and particle gun transformation, e.g., U.S. Pat. Nos. 5,538,880; 5,204,253; 6,329,571 and 6,013,863. If a cell or cultured tissue is used as the recipient tissue for transformation, plants can be regenerated from transformed cultures if desired, by techniques known to those skilled in the art.
B. Screening/Selection
A population of transgenic plants can be screened and/or selected for those members of the population that have a trait or phenotype conferred by expression of the transgene. For example, a population of progeny of a single transformation event can be screened for those plants having a desired level of expression of a biomass-modulating polypeptide or nucleic acid. Physical and biochemical methods can be used to identify expression levels. These include Southern analysis or PCR amplification for detection of a polynucleotide; Northern blots, S1 RNase protection, primer-extension, or RT-PCR amplification for detecting RNA transcripts; enzymatic assays for detecting enzyme or ribozyme activity of polypeptides and polynucleotides; and protein gel electrophoresis, Western blots, immunoprecipitation, and enzyme-linked immunoassays to detect polypeptides. Other techniques such as in situ hybridization, enzyme staining, and immunostaining also can be used to detect the presence or expression of polypeptides and/or polynucleotides. Methods for performing all of the referenced techniques are known. As an alternative, a population of plants comprising independent transformation events can be screened for those plants having a desired trait, such as a modulated level of biomass. Selection and/or screening can be carried out over one or more generations, and/or in more than one geographic location. In some cases, transgenic plants can be grown and selected under conditions which induce a desired phenotype or are otherwise necessary to produce a desired phenotype in a transgenic plant. In addition, selection and/or screening can be applied during a particular developmental stage in which the phenotype is expected to be exhibited by the plant. Selection and/or screening can be carried out to choose those transgenic plants having a statistically significant difference in a biomass level relative to a control plant that lacks the transgene. Selected or screened transgenic plants have an altered phenotype as compared to a corresponding control plant, as described in the “Transgenic Plant Phenotypes” section herein.
C. Plant Species
The polynucleotides and vectors described herein can be used to transform a number of monocotyledonous and dicotyledonous plants and plant cell systems, including species from one of the following families: Acanthaceae, Alliaceae, Alstroemeriaceae, Amaryllidaceae, Apocynaceae, Arecaceae, Asteraceae, Berberidaceae, Bixaceae, Brassicaceae, Bromeliaceae, Cannabaceae, Caryophyllaceae, Cephalotaxaceae, Chenopodiaceae, Colchicaceae, Cucurbitaceae, Dioscoreaceae, Ephedraceae, Erythroxylaceae, Euphorbiaceae, Fabaceae, Lamiaceae, Linaceae, Lycopodiaceae, Malvaceae, Melanthiaceae, Musaceae, Myrtaceae, Nyssaceae, Papaveraceae, Pinaceae, Plantaginaceae, Poaceae, Rosaceae, Rubiaceae, Salicaceae, Sapindaceae, Solanaceae, Taxaceae, Theaceae, or Vitaceae.
Suitable species may include members of the genus Abelmoschus, Abies, Acer, Agrostis, Allium, Alstroemeria, Ananas, Andrographis, Andropogon, Artemisia, Arundo, Atropa, Berberis, Beta, Bixa, Brassica, Calendula, Camellia, Camptotheca, Cannabis, Capsicum, Carthamus, Catharanthus, Cephalotaxus, Chrysanthemum, Cinchona, Citrullus, Coffea, Colchicum, Coleus, Cucumis, Cucurbita, Cynodon, Datura, Dianthus, Digitalis, Dioscorea, Elaeis, Ephedra, Erianthus, Erythroxylum, Eucalyptus, Festuca, Fragaria, Galanthus, Glycine, Gossypium, Helianthus, Hevea, Hordeum, Hyoscyamus, Jatropha, Lactuca, Linum, Lolium, Lupinus, Lycopersicon, Lycopodium, Manihot, Medicago, Mentha, Miscanthus, Musa, Nicotiana, Oryza, Panicum, Papaver, Parthenium, Pennisetum, Petunia, Phalaris, Phleum, Pinus, Poa, Poinsettia, Populus, Rauwolfia, Ricinus, Rosa, Saccharum, Salix, Sanguinaria, Scopolia, Secale, Solanum, Sorghum, Spartina, Spinacea, Tanacetum, Taxus, Theobroma, Triticosecale, Triticum, Uniola, Veratrum, Vinca, Vitis, and Zea.
Suitable species include Panicum spp., Sorghum spp., Miscanthus spp., Saccharum spp., Erianthus spp., Populus spp., Andropogon gerardii (big bluestem), Pennisetum purpureum (elephant grass), Phalaris arundinacea (reed canarygrass), Cynodon dactylon (bermudagrass), Festuca arundinacea (tall fescue), Spartina pectinata (prairie cord-grass), Medicago sativa (alfalfa), Arundo donax (giant reed), Secale cereale (rye), Salix spp. (willow), Eucalyptus spp. (eucalyptus), Triticosecale (triticum—wheat X rye) and bamboo.
Suitable species also include Helianthus annuus (sunflower), Carthamus tinctorius (safflower), Jatropha curcas (jatropha), Ricinus communis (castor), Elaeis guineensis (palm), Linum usitatissimum (flax), and Brassica juncea.
Suitable species also include Beta vulgaris (sugarbeet), and Manihot esculenta (cassava)
Suitable species also include Lycopersicon esculentum (tomato), Lactuca sativa (lettuce), Musa paradisiaca (banana), Solanum tuberosum (potato), Brassica oleracea (broccoli, cauliflower, Brussels sprouts), Camellia sinensis (tea), Fragaria ananassa (strawberry), Theobroma cacao (cocoa), Coffea arabica (coffee), Vitis vinifera (grape), Ananas comosus (pineapple), Capsicum annum (hot & sweet pepper), Allium cepa (onion), Cucumis melo (melon), Cucumis sativus (cucumber), Cucurbita maxima (squash), Cucurbita moschata (squash), Spinacea oleracea (spinach), Citrullus lanatus (watermelon), Abelmoschus esculentus (okra), and Solanum melongena (eggplant).
Suitable species also include Papaver somniferum (opium poppy), Papaver orientale, Taxus baccata, Taxus brevifolia, Artemisia annua, Cannabis sativa, Camptotheca acuminate, Catharanthus roseus, Vinca rosea, Cinchona officinalis, Colchicum autumnale, Veratrum californica, Digitalis lanata, Digitalis purpurea, Dioscorea spp., Andrographis paniculata, Atropa belladonna, Datura stomonium, Berberis spp., Cephalotaxus spp., Ephedra sinica, Ephedra spp., Erythroxylum coca, Galanthus wornorii, Scopolia spp., Lycopodium serratum (Huperzia serrata), Lycopodium spp., Rauwolfia serpentina, Rauwolfia spp., Sanguinaria canadensis, Hyoscyamus spp., Calendula officinalis, Chrysanthemum parthenium, Coleus forskohlii, and Tanacetum parthenium.
Suitable species also include Parthenium argentatum (guayule), Hevea spp. (rubber), Mentha spicata (mint), Mentha piperita (mint), Bixa orellana, and Alstroemeria spp.
Suitable species also include Rosa spp. (rose), Dianthus caryophyllus (carnation), Petunia spp. (petunia) and Poinsettia pulcherrima (poinsettia).
Suitable species also include Nicotiana tabacum (tobacco), Lupinus albus (lupin), Uniola paniculata (oats), bentgrass (Agrostis spp.), Populus tremuloides (aspen), Pinus spp. (pine), Abies spp. (fir), Acer spp. (maple), Hordeum vulgare (barley), Poa pratensis (bluegrass), Lolium spp. (ryegrass) and Phleum pratense (timothy).
Thus, the methods and compositions can be used over a broad range of plant species, including species from the dicot genera Brassica, Carthamus, Glycine, Gossypium, Helianthus, Jatropha, Parthenium, Populus, and Ricinus; and the monocot genera Elaeis, Festuca, Hordeum, Lolium, Oryza, Panicum, Pennisetum, Phleum, Poa, Saccharum, Secale, Sorghum, Triticosecale, Triticum, and Zea. In some embodiments, a plant is a member of the species Panicum virgatum (switchgrass), Sorghum bicolor (sorghum, sudangrass), Miscanthus giganteus (miscanthus), Saccharum sp. (energycane), Populus balsamifera (poplar), Zea mays (corn), Glycine max (soybean), Brassica napus (canola), Triticum aestivum (wheat), Gossypium hirsutum (cotton), Oryza sativa (rice), Helianthus annuus (sunflower), Medicago sativa (alfalfa), Beta vulgaris (sugarbeet), or Pennisetum glaucum (pearl millet).
In certain embodiments, the polynucleotides and vectors described herein can be used to transform a number of monocotyledonous and dicotyledonous plants and plant cell systems, wherein such plants are hybrids of different species or varieties of a specific species (e.g., Saccharum sp. X Miscanthus sp., Sorghum sp. X Miscanthus sp.)
D. Transgenic Plant Phenotypes
In some embodiments, a plant in which expression of a biomass-modulating polypeptide is modulated can have increased levels of biomass in plants. For example, a biomass-modulating polypeptide described herein can be expressed in a transgenic plant, resulting in increased levels of vegetative tissue. The biomass level can be increased by at least 2 percent, e.g., 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 25, 30, 35, 40, 45, 50, 55, 60, or more than 60 percent, as compared to the biomass level in a corresponding control plant that does not express the transgene. In some embodiments, a plant in which expression of a biomass-modulating polypeptide is modulated can have decreased levels of seed production. The level can be decreased by at least 2 percent, e.g., 2, 3, 4, 5, 10, 15, 20, 25, 30, 35, or more than 35 percent, as compared to the seed production level in a corresponding control plant that does not express the transgene.
Increases in seed production in such plants can provide improved nutritional availability in geographic locales where intake of plant foods is often insufficient, or for biofuel production. In some embodiments, decreases in biomass in such plants can be useful in situations where vegetative tissues are not the primary plant part that is harvested for human or animal consumption (i.e., seeds are harvested).
In some embodiments, a plant in which expression of a biomass-modulating polypeptide is modulated can have increased or decreased levels of biomass in one or more plant tissues, e.g., vegetative tissues, reproductive tissues, or root tissues. For example, the biomass level can be increased by at least 2 percent, e.g., 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 25, 30, 35, 40, 45, 50, 55, 60, or more than 60 percent, as compared to the biomass level in a corresponding control plant that does not express the transgene. In some embodiments, a plant in which expression of a biomass-modulating polypeptide is modulated can have decreased levels of biomass in one or more plant tissues. The biomass level can be decreased by at least 2 percent, e.g., 2, 3, 4, 5, 10, 15, 20, 25, 30, 35, or more than 35 percent, as compared to the biomass level in a corresponding control plant that does not express the transgene.
Increases in biomass in such plants can provide improved food quantity, or improved energy production. Decreases in biomass can provide more efficient partitioning of nutrients to plant part(s) that are harvested for human or animal consumption.
Typically, a difference in the amount of biomass in a transgenic plant or cell relative to a control plant or cell is considered statistically significant at p≦0.05 with an appropriate parametric or non-parametric statistic, e.g., Chi-square test, Student's t-test, Mann-Whitney test, or F-test. In some embodiments, a difference in the amount of biomass is statistically significant at p<0.01, p<0.005, or p<0.001. A statistically significant difference in, for example, the amount of biomass in a transgenic plant compared to the amount of a control plant indicates that the recombinant nucleic acid present in the transgenic plant results in altered biomass levels.
The phenotype of a transgenic plant is evaluated relative to a control plant. A plant is said “not to express” a polypeptide when the plant exhibits less than 10%, e.g., less than 9%, 8%, 7%, 6%, 5%, 4%, 3%, 2%, 1%, 0.5%, 0.1%, 0.01%, or 0.001%, of the amount of polypeptide or mRNA encoding the polypeptide exhibited by the plant of interest. Expression can be evaluated using methods including, for example, RT-PCR, Northern blots, S1 RNase protection, primer extensions, Western blots, protein gel electrophoresis, immunoprecipitation, enzyme-linked immunoassays, chip assays, and mass spectrometry. It should be noted that if a polypeptide is expressed under the control of a tissue-preferential or broadly expressing promoter, expression can be evaluated in the entire plant or in a selected tissue. Similarly, if a polypeptide is expressed at a particular time, e.g., at a particular time in development or upon induction, expression can be evaluated selectively at a desired time period.
Biomass can include harvestable plant tissues such as leaves, stems, and reproductive structures, or all plant tissues such as leaves, stems, roots, and reproductive structures. In some embodiments, biomass encompasses only above ground plant parts. In some embodiments, biomass encompasses only stem plant parts. In some embodiments, biomass encompasses only above ground plant parts except inflorescence and seed parts of a plant. Biomass can be measured as described in the examples section. Biomass can be quantified as dry matter yield, which is the mass of biomass produced (usually reported in T/acre) if the contribution of water is subtracted from the fresh mater weight. Dry matter yield (DMY) yield is calculated using the fresh matter weight (FMW) and a measurement of weight percent moisture (M) in the following equation. DMY=((100−M)/100)*FMW. Biomass can be quantified as fresh matter yield, which is the mass of biomass produced (usually reported in T/acre) on an as-received basis, which includes the weight of moisture.
Genetic polymorphisms are discrete allelic sequence differences in a population. Typically, an allele that is present at 1% or greater is considered to be a genetic polymorphism. The discovery that polypeptides disclosed herein can modulate biomass content is useful in plant breeding, because genetic polymorphisms exhibiting a degree of linkage with loci for such polypeptides are more likely to be correlated with variation in a biomass trait. For example, genetic polymorphisms linked to the loci for such polypeptides are more likely to be useful in marker-assisted breeding programs to create lines having a desired modulation in the biomass trait.
Thus, one aspect of the invention includes methods of identifying whether one or more genetic polymorphisms are associated with variation in a biomass trait. Such methods involve determining whether genetic polymorphisms in a given population exhibit linkage with the locus for one of the polypeptides depicted in
Such methods are applicable to populations containing the naturally occurring endogenous polypeptide rather than an exogenous nucleic acid encoding the polypeptide, i.e., populations that are not transgenic for the exogenous nucleic acid. It will be appreciated, however, that populations suitable for use in the methods may contain a transgene for another, different trait, e.g., herbicide resistance.
Genetic polymorphisms that are useful in such methods include simple sequence repeats (SSRs, or microsatellites), rapid amplification of polymorphic DNA (RAPDs), single nucleotide polymorphisms (SNPs), amplified fragment length polymorphisms (AFLPs) and restriction fragment length polymorphisms (RFLPs). SSR polymorphisms can be identified, for example, by making sequence specific probes and amplifying template DNA from individuals in the population of interest by PCR. If the probes flank an SSR in the population, PCR products of different sizes will be produced. See, e.g., U.S. Pat. No. 5,766,847. Alternatively, SSR polymorphisms can be identified by using PCR product(s) as a probe against Southern blots from different individuals in the population. See, U. H. Refseth et al., (1997) Electrophoresis 18: 1519. The identification of RFLPs is discussed, for example, in Alonso-Blanco et al. (Methods in Molecular Biology, vol. 82, “Arabidopsis Protocols”, pp. 137-146, J. M. Martinez-Zapater and J. Salinas, eds., c. 1998 by Humana Press, Totowa, N.J.); Burr (“Mapping Genes with Recombinant Inbreds”, pp. 249-254, in Freeling, M. and V. Walbot (Ed.), The Maize Handbook, c. 1994 by Springer-Verlag New York, Inc.: New York, N.Y., USA; Berlin Germany; Burr et al. Genetics (1998) 118: 519; and Gardiner, J. et al., (1993) Genetics 134: 917). The identification of AFLPs is discussed, for example, in EP 0 534 858 and U.S. Pat. No. 5,878,215.
In some embodiments, the methods are directed to breeding a plant line. Such methods use genetic polymorphisms identified as described above in a marker assisted breeding program to facilitate the development of lines that have a desired alteration in the biomass trait. Once a suitable genetic polymorphism is identified as being associated with variation for the trait, one or more individual plants are identified that possess the polymorphic allele correlated with the desired variation. Those plants are then used in a breeding program to combine the polymorphic allele with a plurality of other alleles at other loci that are correlated with the desired variation. Techniques suitable for use in a plant breeding program are known in the art and include, without limitation, backcrossing, mass selection, pedigree breeding, bulk selection, crossing to another population and recurrent selection. These techniques can be used alone or in combination with one or more other techniques in a breeding program. Thus, each identified plants is selfed or crossed a different plant to produce seed which is then germinated to form progeny plants. At least one such progeny plant is then selfed or crossed with a different plant to form a subsequent progeny generation. The breeding program can repeat the steps of selfing or outcrossing for an additional 0 to 5 generations as appropriate in order to achieve the desired uniformity and stability in the resulting plant line, which retains the polymorphic allele. In most breeding programs, analysis for the particular polymorphic allele will be carried out in each generation, although analysis can be carried out in alternate generations if desired.
In some cases, selection for other useful traits is also carried out, e.g., selection for fungal resistance or bacterial resistance. Selection for such other traits can be carried out before, during or after identification of individual plants that possess the desired polymorphic allele.
Transgenic plants provided herein have various uses in the agricultural and energy production industries. For example, transgenic plants described herein can be used to make animal feed and food products. Such plants, however, are often particularly useful as a feedstock for energy production.
Transgenic plants described herein often produce higher yields of grain and/or biomass per hectare, relative to control plants that lack the exogenous nucleic acid. In some embodiments, such transgenic plants provide equivalent or even increased yields of grain and/or biomass per hectare relative to control plants when grown under conditions of reduced inputs such as fertilizer and/or water. Thus, such transgenic plants can be used to provide yield stability at a lower input cost and/or under environmentally stressful conditions such as drought. In some embodiments, plants described herein have a composition that permits more efficient processing into free sugars, and subsequently ethanol, for energy production. In some embodiments, such plants provide higher yields of ethanol, butanol, dimethyl ether, other biofuel molecules, and/or sugar-derived co-products per kilogram of plant material, relative to control plants. Such processing efficiencies are believed to be derived from the composition of the plant material, including, but not limited to, content of glucan, cellulose, hemicellulose, and lignin. By providing higher biomass yields at an equivalent or even decreased cost of production, the transgenic plants described herein improve profitability for farmers and processors as well as decrease costs to consumers.
Seeds from transgenic plants described herein can be conditioned and bagged in packaging material by means known in the art to form an article of manufacture. Packaging material such as paper and cloth are well known in the art. A package of seed can have a label, e.g., a tag or label secured to the packaging material, a label printed on the packaging material, or a label inserted within the package, that describes the nature of the seeds therein.
The invention will be further described in the following examples, which do not limit the scope of the invention described in the claims.
The following symbols are used in with respect to rice transformation: T0: plant regenerated from transformed tissue culture; T1: first generation progeny of self-pollinated T0 plants; T2: second generation progeny of self-pollinated T1 plants; T3: third generation progeny of self-pollinated T2 plants.
The following is a list of nucleic acids that were isolated from Arabidopsis thaliana plants: CeresClone:33232, CeresClone:29678, CeresAnnot:876994, CeresClone:158734, and CeresAnnot:863641. The following nucleic acids were isolated from Zea mays plants: CeresClone: 1554933 and CeresClone:258841.
Each isolated nucleic acid described above was cloned into a Ti plasmid vector containing a phosphinothricin acetyltransferase gene which confers Finale™ resistance to transformed plants. Constructs were made using CeresClone:33232, CeresClone:29678, CeresAnnot:876994, CeresClone:158734, CeresAnnot:863641, CeresClone: 1554933 and CeresClone:258841 that contained each operably linked to a 326F promoter construct was introduced into callus cells of the rice cultivar Kitaake by an Agrobacterium-mediated transformation protocol. Approximately 20-30 independent T0 transgenic plants were generated from each transformation, as well as for the control plasmid (empty vector). Preliminary phenotypic analysis indicated that T0 transformants did not show any significant phenotypic anomalies in vegetative organs, with a few exceptions where some plants appeared small with reduced fertility, most likely due to tissue culture effects.
T0 plants were grown in a greenhouse, allowed to self-pollinate, and T1 seeds collected. T1 plants were grown in a field. The presence of each construct was confirmed by PCR.
Dry weight measurements for CW00233, CW00327, CW00305, and CW00539 were collected from T1 plants that were grown in Langfang, China. The stems with leaves and leaf sheaths but without panicles were dried in a greenhouse for at least a month, and then weighed for each plant (all tillers weighed together for each plant). Dry weight measurements for CW00012 were collected from T1 plants that were grown in Beijing, China. The stems with leaves and leaf sheaths but without panicles were dried in a room for at least a month, and then weighed for each plant (all tillers weighed together for each plant). Tiller number measurements for CW00012 were collected from T1 plants that were grown in Beijing, China. Tiller number was counted after 4 months of growth. Tiller number measurements for CW00226 and CW00212 were collected from T1 plants that were grown in Hainan, China. Tiller number was counted after 3 months of growth. Plant height measurements for CW00212 were collected from T1 plants that were grown in Hainan, China. Plant height was measured after 4 months of growth.
T1 seed from two events of CW00212 containing CeresClone:33232 was analyzed for tiller number as described in Example 2. The percent tiller number of transgenic T1 plants in comparison to plants not containing the transgene grown at the same location is shown in Table 1. T-tests indicated that the measured decrease in comparison to plants not containing the transgene was statistically significant.
T1 seed from two events of CW00212 containing CeresClone:33232 was analyzed for plant height as described in Example 2. The percent change in height of transgenic T1 plants in comparison to plants not containing the transgene grown at the same location is shown in Table 2. T-tests indicated that the measured increase in comparison to plants not containing the transgene was statistically significant.
T1 seed from two events of CW00012 containing CeresClone:29678 was analyzed for biomass using dry weight measurements as described in Example 2. The percent dry weight increase of transgenic T1 plants in comparison to plants not containing the transgene grown at the same location is shown in Table 3. T-tests indicated that confidence in the measured increase in comparison to plants not containing the transgene was statistically significant.
T1 seed from two events of CW00012 containing CeresClone:29678 was analyzed for tiller number as described in Example 2. The percent increase in tiller number of transgenic T1 plants in comparison to plants not containing the transgene grown at the same location is shown in Table 3. T-tests indicated that the measured increase in comparison to plants not containing the transgene was statistically significant.
T1 seed from two events of CW00327 containing CeresClone:258841 was analyzed for biomass using dry weight measurements as described in Example 2. The percent dry weight of transgenic T1 plants in comparison to wild type plants (100%) grown at the same location is shown in Table 4. T-tests indicated that the measured increase in comparison to wild type controls was statistically significant.
T1 seed from two events of CW00233 containing CeresAnnot:876994 was analyzed for biomass using dry weight measurements as described in Example 2. The percent dry weight of transgenic T1 plants over a wild type plants grown at the same location is shown in Table 5. T-tests indicated that the measured increase in comparison to wild type controls was statistically significant.
T1 seed from two events of CW00226 containing CeresClone:158734 was analyzed for biomass using tiller number measurements as described in Example 2. The percent tiller number of transgenic T1 plants in comparison to plants not containing the transgene grown at the same location is shown in Table 6. T-tests indicated that the measured decrease in comparison to plants not containing the transgene was statistically significant.
T1 seed from two events of CW00305 containing CeresClone: 1554933 was analyzed for biomass using dry weight measurements as described in Example 2. The percent dry weight increase of transgenic T1 plants in comparison to plants not containing the transgene grown at the same location is shown in Table 7. T-tests indicated that the measured increase in comparison to plants not containing the transgene was statistically significant.
T1 seed from two events of CW00539 containing CeresAnnot:863641 was analyzed for biomass using dry weight measurements as described in Example 2. The percent dry weight increase of transgenic T1 plants in comparison to plants not containing the transgene grown at the same location is shown in Table 8. T-tests indicated that the measured increase in comparison to plants not containing the transgene were statistically significant.
A candidate sequence was considered a functional homolog of a reference sequence if the candidate and reference sequences encoded proteins having a similar function and/or activity. A process known as Reciprocal BLAST (Rivera et al., Proc. Natl. Acad. Sci. USA, 95:6239-6244 (1998)) was used to identify potential functional homolog sequences from databases consisting of all available public and proprietary peptide sequences, including NR from NCBI and peptide translations from Ceres clones.
Before starting a Reciprocal BLAST process, a specific reference polypeptide was searched against all peptides from its source species using BLAST in order to identify polypeptides having BLAST sequence identity of 80% or greater to the reference polypeptide and an alignment length of 85% or greater along the shorter sequence in the alignment. The reference polypeptide and any of the aforementioned identified polypeptides were designated as a cluster.
The BLASTP version 2.0 program from Washington University at Saint Louis, Mo., USA was used to determine BLAST sequence identity and E-value. The BLASTP version 2.0 program includes the following parameters: 1) an E-value cutoff of 1.0e-5; 2) a word size of 5; and 3) the -postsw option. The BLAST sequence identity was calculated based on the alignment of the first BLAST HSP (High-scoring Segment Pairs) of the identified potential functional homolog sequence with a specific reference polypeptide. The number of identically matched residues in the BLAST HSP alignment was divided by the HSP length, and then multiplied by 100 to get the BLAST sequence identity. The HSP length typically included gaps in the alignment, but in some cases gaps were excluded.
The main Reciprocal BLAST process consists of two rounds of BLAST searches; forward search and reverse search. In the forward search step, a reference polypeptide sequence, “polypeptide A,” from source species SA was BLASTed against all protein sequences from a species of interest. Top hits were determined using an E-value cutoff of 10−5 and a sequence identity cutoff of 35%. Among the top hits, the sequence having the lowest E-value was designated as the best hit, and considered a potential functional homolog or ortholog. Any other top hit that had a sequence identity of 80% or greater to the best hit or to the original reference polypeptide was considered a potential functional homolog or ortholog as well. This process was repeated for all species of interest.
In the reverse search round, the top hits identified in the forward search from all species were BLASTed against all protein sequences from the source species SA. A top hit from the forward search that returned a polypeptide from the aforementioned cluster as its best hit was also considered as a potential functional homolog.
Functional homologs were identified by manual inspection of potential functional homolog sequences. Representative functional homologs for SEQ ID NO: 2, 106, 165, 315, 474, 521, or 591 are shown in
Hidden Markov Models (HMMs) were generated by the program HMMER 2.3.2. To generate each HMM, the default HMMER 2.3.2 program parameters, configured for local alignments, were used.
An HMM was generated using the sequences shown in
The procedure above was repeated and an HMM was generated for each group of sequences shown in
It is to be understood that while the invention has been described in conjunction with the detailed description thereof, the foregoing description is intended to illustrate and not limit the scope of the invention, which is defined by the scope of the appended claims. Other aspects, advantages, and modifications are within the scope of the following claims.
This application claims the benefit of U.S. Provisional Application Ser. No. 61/097,789, filed on Sep. 17, 2008. The disclosure of the prior application is incorporated by reference in its entirety.
| Filing Document | Filing Date | Country | Kind | 371c Date |
|---|---|---|---|---|
| PCT/US09/57116 | 9/16/2009 | WO | 00 | 8/10/2011 |
| Number | Date | Country | |
|---|---|---|---|
| 61097789 | Sep 2008 | US |
