Transgenic plants with enhanced agronomic traits

Information

  • Patent Application
  • 20090158452
  • Publication Number
    20090158452
  • Date Filed
    July 18, 2007
    17 years ago
  • Date Published
    June 18, 2009
    15 years ago
Abstract
This invention provides transgenic plant cells with recombinant DNA for expression of proteins that are useful for imparting enhanced agronomic trait(s) to transgenic crop plants. This invention also provides transgenic plants and progeny seed comprising the transgenic plant cells where the plants are selected for having an enhanced trait selected from the group of traits consisting of enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil. Also disclosed are methods for manufacturing transgenic seed and plants with enhanced traits.
Description
INCORPORATION OF SEQUENCE LISTING

Two copies of the sequence listing (Copy 1 and Copy 2) and a computer readable form (CRF) of the sequence listing, all on CD-Rs, each containing the text file named 38-21(52796)DIV_seqListing.txt, which is 87,272, 189 bytes (measured in MS-WINDOWS), were created on July 13 and 16, 2007 and are herein incorporated by reference.


INCORPORATION OF COMPUTER PROGRAM LISTING

Two copies of the Computer Program Listing (Copy 1 and Copy 2) containing folders hmmer-2.3.2 and 164pfamDir, all on CD-Rs are incorporated herein by reference in their entirety. Folder hmmer-2.3.2 contains the source code and other associated file for implementing the HMMer software for Pfam analysis. Folder 164pfamDir contains 164 Pfam Hidden Markov Models. Both folders were created on CD-R on Jul. 17, 2007, having a total size of 15,204,353 bytes (measured in MS-WINDOWS).


INCORPORATION OF TABLES

Two copies of Table 7 (Copy 1 and Copy 2), all on CD-Rs, each containing the file named 38-21(52796)DIV_table7.doc, which is 512 kilobytes (measured in MS-WINDOWS), were created on Jul. 16, 2007, and comprise 68 pages when viewed in MS Word, are herein incorporated by reference.


FIELD OF THE INVENTION

Disclosed herein are inventions in the field of plant genetics and developmental biology. More specifically, the present inventions provide plant cells with recombinant DNA for providing an enhanced trait in a transgenic plant, plants comprising such cells, seed and pollen derived from such plants, methods of making and using such cells, plants, seeds and pollen.


BACKGROUND OF THE INVENTION

Transgenic plants with enhanced agronomic traits such as yield, environmental stress tolerance, pest resistance, herbicide tolerance, improved seed compositions, and the like are desired by both farmers and consumers. Although considerable efforts in plant breeding have provided significant gains in desired traits, the ability to introduce specific DNA into plant genomes provides further opportunities for generation of plants with improved and/or unique traits. The ability to develop transgenic plants with enhanced traits depends in part on the identification of useful recombinant DNA for production of transformed plants with enhanced properties, e.g. by actually selecting a transgenic plant from a screen for such enhanced property. An object of this invention is to provide transgenic plant cell nuclei, plant cells, plants and seeds by screening transgenic crop plants for one of more enhanced agronomic traits where the nucleus in cells of the plant or seed has recombinant DNA provided herein. A further object of the invention is to provide screening methods requiring routine experimentation by which such transgenic plant cell nuclei, cells, plants and seeds can be identified by making a reasonable number of transgenic events and engaging in screening identified in this specification and illustrated in the examples.


SUMMARY OF THE INVENTION

This invention provides plant cell nuclei with recombinant DNA that imparts enhanced agronomic traits in transgenic plants having the nuclei in their cells, e.g. enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein or enhanced seed oil. Such recombinant DNA in a plant cell nucleus of this invention is provided in as a construct comprising a promoter that is functional in plant cells and that is operably linked to DNA that encodes a protein. Such DNA in the construct is sometimes defined by protein domains of an encoded protein targeted for production or suppression., e.g. a “Pfam domain module” (as defined herein below) from the group of Pfam domain modules identified in Table 21 (page 72). Alternatively, e.g. where a Pfam domain module is not available, such DNA in the construct is defined a consensus amino acid sequence of an encoded protein that is targeted for production e.g. a protein having amino acid sequence with at least 90% identity to a consensus amino acid sequence in the group of SEQ ID NO: 24153 through SEQ ID NO: 24174. Alternatively, in other cases where neither a Pfam domain module nor a consensus amino acid sequence is available, such DNA in the construct is defined by the sequence of a specific encoded and/or its homologous proteins.


Other aspects of the invention are specifically directed to transgenic plant cells comprising the recombinant DNA of the invention, transgenic plants comprising a plurality of such plant cells, progeny transgenic seed, embryo and transgenic pollen from such plants. Such plant cells are selected from a population of transgenic plants regenerated from plant cells transformed with recombinant DNA and that express the protein by screening transgenic plants in the population for an enhanced trait as compared to control plants that do not have said recombinant DNA, where the enhanced trait is selected from group of enhanced traits consisting of enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil.


In yet another aspect of the invention the plant cells, plants, seeds, embryo and pollen further comprise DNA expressing a protein that provides tolerance from exposure to an herbicide applied at levels that are lethal to a wild type of said plant cell. Such tolerance is especially useful not only as an advantageous trait in such plants but is also useful in a selection step in the methods of the invention. In aspects of the invention the agent of such herbicide is a glyphosate, dicamba, or glufosinate compound.


Yet other aspects of the invention provide transgenic plants which are homozygous for the recombinant DNA and transgenic seed of the invention from corn, soybean, cotton, canola, alfalfa, wheat or rice plants.


This invention also provides methods for manufacturing non-natural, transgenic seed that can be used to produce a crop of transgenic plants with an enhanced trait resulting from expression of stably-integrated, recombinant DNA in the nucleus of the plant cells. More specifically the method comprises (a) screening a population of plants for an enhanced trait and recombinant DNA, where individual plants in the population can exhibit the trait at a level less than, essentially the same as or greater than the level that the trait is exhibited in control plants which do not express the recombinant DNA; (b) selecting from the population one or more plants that exhibit the trait at a level greater than the level that said trait is exhibited in control plants and (c) collecting seed from a selected plant. Such method further comprises steps (d) verifying that the recombinant DNA is stably integrated in said selected plants; and (e) analyzing tissue of a selected plant to determine the production of a protein having the function of a protein encoded by a recombinant DNA with a sequence of one of SEQ ID NO: 1-339; In one aspect of the invention the plants in the population further comprise DNA expressing a protein that provides tolerance to exposure to an herbicide applied at levels that are lethal to wild type plant cells and where the selecting is effected by treating the population with the herbicide, e.g. a glyphosate, dicamba, or glufosinate compound. In another aspect of the invention the transgenic plants are selected by identifying plants with the enhanced trait. The methods are especially useful for manufacturing corn, soybean, cotton, alfalfa, wheat or rice seed selected as having one of the enhanced traits described above.


Another aspect of the invention provides a method of producing hybrid corn seed comprising acquiring hybrid corn seed from a herbicide tolerant corn plant which also has stably-integrated, recombinant DNA comprising a promoter that is (a) functional in plant cells and (b) is operably linked to DNA that encodes a protein having at least one domain of amino acids in a sequence that exceeds the Pfam gathering cutoff for amino acid sequence alignment with a protein domain family identified by a Pfam name in the group of Pfam names identified in Table 12. The methods further comprise producing corn plants from said hybrid corn seed, wherein a fraction of the plants produced from said hybrid corn seed is homozygous for said recombinant DNA, a fraction of the plants produced from said hybrid corn seed is hemizygous for said recombinant DNA, and a fraction of the plants produced from said hybrid corn seed has none of said recombinant DNA; selecting corn plants which are homozygous and hemizygous for said recombinant DNA by treating with an herbicide; collecting seed from herbicide-treated-surviving corn plants and planting said seed to produce further progeny corn plants; repeating the selecting and collecting steps at least once to produce an inbred corn line; and crossing the inbred corn line with a second corn line to produce hybrid seed.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 is a consensus amino acid sequence of SEQ ID NO: 358 and its homologs.



FIGS. 2-4 are plasmid maps.





DETAILED DESCRIPTION OF THE INVENTION

In the attached sequence listing:


SEQ ID NO: 1-339 are nucleotide sequences of the coding strand of DNA for “genes” used in the recombinant DNA imparting an enhanced trait in plant cells, i.e. each represents a coding sequence for a protein;


SEQ ID NO: 340-678 are amino acid sequences of the cognate protein of the “genes” with nucleotide coding sequences 1-339;


SEQ ID NO: 679-24149 are amino acid sequences of homologous proteins;


SEQ ID NO: 24150 is a nucleotide sequence of a plasmid base vector useful for corn transformation;


SEQ ID NO: 24151 is a nucleotide sequence of a plasmid base vector useful for soybean transformation;


SEQ ID NO: 24152 is a nucleotide sequence of a plasmid base vector useful for cotton transformation; and


SEQ ID NO: 24153-24174 are consensus sequences.


Table 1 lists the protein SEQ ID Nos and their corresponding consensus SEQ ID Nos.











TABLE 1





PEP SEQ

Consensus


ID NO
Gene ID
SEQ ID NO







357
PHE0000025
24153


358
PHE0000026
24154


369
PHE0000033
24155


397
PHE0000063
24156


468
PHE0000168
24157


497
PHE0000223
24158


508
PHE0000235
24159


512
PHE0000240
24160


514
PHE0000242
24161


516
PHE0000249
24162


518
PHE0000251
24163


541
PHE0000276
24164


551
PHE0000289
24165


570
PHE0000309
24166


578
PHE0000317
24167


608
PHE0000353
24168


645
PHE0000421
24169


653
PHE0000430
24170


658
PHE0000435
24171


660
PHE0000437
24172


668
PHE0000454
24173


669
PHE0000455
24174









DETAILED DESCRIPTION OF THE INVENTION

As used herein a “plant cell” means a plant cell that is transformed with stably-integrated, non-natural, recombinant DNA, e.g. by Agrobacterium-mediated transformation or by baombardment using microparticles coated with recombinant DNA or other means. A plant cell of this invention can be an originally-transformed plant cell that exists as a microorganism or as a progeny plant cell that is regenerated into differentiated tissue, e.g. into a transgenic plant with stably-integrated, non-natural recombinant DNA, or seed or pollen derived from a progeny transgenic plant.


As used herein a “transgenic plant” means a plant whose genome has been altered by the stable integration of recombinant DNA. A transgenic plant includes a plant regenerated from an originally-transformed plant cell and progeny transgenic plants from later generations or crosses of a transformed plant.


As used herein “recombinant DNA” means DNA which has been a genetically engineered and constructed outside of a cell including DNA containing naturally occurring DNA or cDNA or synthetic DNA.


As used herein “consensus sequence” means an artificial sequence of amino acids in a conserved region of an alignment of amino acid sequences of homologous proteins, e.g. as determined by a CLUSTALW alignment of amino acid sequence of homolog proteins.


As used herein “homolog” means a protein in a group of proteins that perform the same biological function, e.g. proteins that belong to the same Pfam protein family and that provide a common enhanced trait in transgenic plants of this invention. Homologs are expressed by homologous genes. Homologous genes include naturally occurring alleles and artificially-created variants. Degeneracy of the genetic code provides the possibility to substitute at least one base of the protein encoding sequence of a gene with a different base without causing the amino acid sequence of the polypeptide produced from the gene to be changed. Hence, a recombinant DNA molecule useful in the present invention may have any base sequence that has been changed from SEQ ID NO: 1 through SEQ ID NO: 339 substitution in accordance with degeneracy of the genetic code. Homologs are proteins that, when optimally aligned, have at least 60% identity, more preferably about 70% or higher, more preferably at least 80% and even more preferably at least 90% identity over the full length of a protein identified as being associated with imparting an enhanced trait when expressed in plant cells. Homologs include proteins with an amino acid sequence that has at least 90% identity to a consensus amino acid sequence of proteins and homologs disclosed herein.


Homologs are identified by comparison of amino acid sequence, e.g. manually or by use of a computer-based tool using known homology-based search algorithms such as those commonly known and referred to as BLAST, FASTA, and Smith-Waterman. A local sequence alignment program, e.g. BLAST, can be used to search a database of sequences to find similar sequences, and the summary Expectation value (E-value) used to measure the sequence base similarity. As a protein hit with the best E-value for a particular organism may not necessarily be an ortholog or the only ortholog, a reciprocal query is used in the present invention to filter hit sequences with significant E-values for ortholog identification. The reciprocal query entails search of the significant hits against a database of amino acid sequences from the base organism that are similar to the sequence of the query protein. A hit is a likely ortholog, when the reciprocal query's best hit is the query protein itself or a protein encoded by a duplicated gene after speciation. A further aspect of the invention comprises functional homolog proteins that differ in one or more amino acids from those of disclosed protein as the result of conservative amino acid substitutions, for example substitutions are among: acidic (negatively charged) amino acids such as aspartic acid and glutamic acid; basic (positively charged) amino acids such as arginine, histidine, and lysine; neutral polar amino acids such as glycine, serine, threonine, cysteine, tyrosine, asparagine, and glutamine; neutral nonpolar (hydrophobic) amino acids such as alanine, leucine, isoleucine, valine, proline, phenylalanine, tryptophan, and methionine; amino acids having aliphatic side chains such as glycine, alanine, valine, leucine, and isoleucine; amino acids having aliphatic-hydroxyl side chains such as serine and threonine; amino acids having amide-containing side chains such as asparagine and glutamine; amino acids having aromatic side chains such as phenylalanine, tyrosine, and tryptophan; amino acids having basic side chains such as lysine, arginine, and histidine; amino acids having sulfur-containing side chains such as cysteine and methionine; naturally conservative amino acids such as valine-leucine, valine-isoleucine, phenylalanine-tyrosine, lysine-arginine, alanine-valine, aspartic acid-glutamic acid, and asparagine-glutamine. A further aspect of the homologs encoded by DNA useful in the transgenic plants of the invention are those proteins that differ from a disclosed protein as the result of deletion or insertion of one or more amino acids in a native sequence.


As used herein, “percent identity” means the extent to which two optimally aligned DNA or protein segments are invariant throughout a window of alignment of components, for example nucleotide sequence or amino acid sequence. An “identity fraction” for aligned segments of a test sequence and a reference sequence is the number of identical components that are shared by sequences of the two aligned segments divided by the total number of sequence components in the reference segment over a window of alignment which is the smaller of the full test sequence or the full reference sequence. “Percent identity” (“% identity”) is the identity fraction times 100.


The “Pfam” database is a large collection of multiple sequence alignments and hidden Markov models covering many common protein families, e.g. Pfam version 19.0 (December 2005) contains alignments and models for 8183 protein families and is based on the Swissprot 47.0 and SP-TrEMBL 30.0 protein sequence databases. See S. R. Eddy, “Profile Hidden Markov Models”, Bioinformatics 14:755-763, 1998. The Pfam database is currently maintained and updated by the Pfam Consortium. The alignments represent some evolutionary conserved structure that has implications for the protein's function. Profile hidden Markov models (profile HMMs) built from the protein family alignments are useful for automatically recognizing that a new protein belongs to an existing protein family even if the homology by alignment appears to be low.


A “Pfam domain module” is a representation of Pfam domains in a protein, in order from N terminus to C terminus. In a Pfam domain module individual Pfam domains are separated by double colons “::”. The order and copy number of the Pfam domains from N to C terminus are attributes of a Pfam domain module. Although the copy number of repetitive domains is important, varying copy number often enables a similar function. Thus, a Pfam domain module with multiple copies of a domain should define an equivalent Pfam domain module with variance in the number of multiple copies. A Pfam domain module is not specific for distance between adjacent domains, but contemplates natural distances and variations in distance that provide equivalent function. The Pfam database contains both narrowly- and broadly-defined domains, leading to identification of overlapping domains on some proteins. A Pfam domain module is characterized by non-overlapping domains. Where there is overlap, the domain having a function that is more closely associated with the function of the protein (based on the E value of the Pfam match) is selected.


Once one DNA is identified as encoding a protein which imparts an enhanced trait when expressed in transgenic plants, other DNA encoding proteins with the same Pfam domain module are identified by querying the amino acid sequence of protein encoded by candidate DNA against the Hidden Markov Models which characterizes the Pfam domains using HMMER software, a current version of which is provided in the appended computer listing. Candidate proteins meeting the same Pfam domain module are in the protein family and have cognate DNA that is useful in constructing recombinant DNA for the use in the plant cells of this invention. Hidden Markov Model databases for use with HMMER software in identifying DNA expressing protein with a common Pfam domain module for recombinant DNA in the plant cells of this invention are also included in the appended computer listing.


Version 19.0 of the HMMER software and Pfam databases were used to identify known domains in the proteins corresponding to amino acid sequence of SEQ ID NO: 340 through SEQ ID NO: 678. All DNA encoding proteins that have scores higher than the gathering cutoff disclosed in Table 23 by Pfam analysis disclosed herein can be used in recombinant DNA of the plant cells of this invention, e.g. for selecting transgenic plants having enhanced agronomic traits. The relevant Pfams modules for use in this invention, as more specifically disclosed below, are bZIP1, AOX, DUF902::DUF906, LRRNT2::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::LRR1::Pkinase, ABC_tran::ABC2_membrane::PDR_CDR::ABC_tran::ABC2_membrane, Redoxin, RNase_PH::RNase_PH_C, AAA, GFO_IDH_MocA::GFO_IDH_MocA_C, GRAS, Metallophos, Ribosomal_L18p, Sugar_tr, CDC48_N::AAA::AAA, Pkinase, PAS3::PAS3::Pkinase, CRAL_TRIO_N::CRAL_TRIO, p450, RRM1::RRM1, SRF-TF, G-alpha, TPR1::TPR1, FAE1_CUT1_RppA::ACP_syn_III_C, Globin::FAD_binding6::NAD_binding1, TPR1::TPR2, IF4E, F-box::LRR2, FBPase, LRR2::LRR1::LRR1::LRR1, HSF_DNA-bind, Dehydrin, TP_methylase, Response_reg::Myb_DNA-binding, KNOX1::KNOX2::ELK::Homeobox, Catalase, GTP_EFTU::GTP_EFTU_D2::GTP_EFTU_D3, TPR1::TPR1::TPR1::TPR1, ADH_zinc_N, Globin, CS, GH3, HLH, Ribonuclease_T2, TPR1::TPR1::TPR1::U-box, Dicty_CAR, Cyclin_N::Cyclin_C, MFS1, Acid_phosphat_A, Methyltransf7, TPR1::TPR1::TPR2, IBN_N, polyprenyl_synt, AhpC-TSA, Oxidored_FMN, Hydrolase, DS, Response_reg::CCT, Aa_trans, peroxidase, E1-E2_ATPase, F-box::Tub, Response_reg, Rho_GDI, E2F_TDP, 14-3-3, AT_hook::AT_hook::AT_hook::AT_hook::YDG_SRA::Pre-SET::SET, Tub, KOW::eIF-5a, MtN3_slv::MtN3_slv, GTP_EFTU, UQ_con, MAT1, E2F_TDP::E2F_TDP, HEAT::HEAT::HEAT::FAT::PI3_PI4_kinase::FATC, HMG_CoA_synt_N::HMG_CoA_synt_C, TAP42, DEAD::Helicase_C::DSHCT, NDK, Clp_N::Clp_N::AAA::AAA2, Cyclin_N, OPT, Orn_Arg_deC_N::Orn_DAP_Arg_deC, PAS::Pkinase, FtsH_ext::AAA::Peptidase_M41, Wzy_C, Mlo, AP2::B3, SET, FKBP_C::FKBP_C::FKBP_C::TPR1::TPR1, TPR2::TPR1::TPR1::TPR2::TPR1::TPR1::TPR1::TPR1::TPR1, Pyridoxal_deC, RNase_PH, RB_A::RB_B, WD40::WD40::WD40::WD40::WD40::WD40, SNF2_N::Helicase_C, Aminotran12, Gemini_AL1::Gemini_AL1_M, Hexapep::Hexapep::Hexapep::Hexapep, AP2::AP2, Abhydrolase1, PAS2::GAF::Phytochrome::PAS::PAS::HisKA::HATPase_c, Cystatin::Cystatin, Pfam module annoation, Cystatin, F-box::FBA1, 20G-FeII_Oxy, FA_desaturase, HSP20, FBPase_glpX, E1-E2_ATPase::Hydrolase, Mito_carr::Mito_carr::Mito_carr, Cellulose_synt, Linker_histone::AT_hook::AT_hook::AT_hook::AT_hook, UPF0016::UPF0016, GDI, Glyco_hydro32N::Glyco_hydro32C, TPR1::TPR1::TPR2::U-box, ADH_N::ADH_zinc_N, GDA1_CD39, MIP, CRAL_TRIO, TPR1::TPR1::TPR1::TPR1::TPR1::TPR1::TPR1::TPR1, LEA4::LEA4, Carb_anhydrase, PTR2, Cu_bind_like, HD-ZIP_N::Homeobox::HALZ, eIF-5a, Asp, S1::S1::S1, SAM_decarbox, WD40::WD40, Citrate_synt, SRF-TF::K-box, HSP9_HSP12, PI3_PI4_kinase, Ferritin, Xan_ur_permease, Myb_DNA-binding::Myb_DNA-binding, zf-NF-X1::zf-NF-X1::zf-NF-X1::zf-NF-X1::zf-NF-X1, AP2, and Myb_DNA-binding.


As used herein “promoter” means regulatory DNA for initializing transcription. A “plant promoter” is a promoter capable of initiating transcription in plant cells whether or not its origin is a plant cell, e.g. is it well known that Agrobacterium promoters are functional in plant cells. Thus, plant promoters include promoter DNA obtained from plants, plant viruses and bacteria such as Agrobacterium and Bradyrhizobium bacteria. Examples of promoters under developmental control include promoters that preferentially initiate transcription in certain tissues, such as leaves, roots, or seeds. Such promoters are referred to as “tissue preferred”. Promoters that initiate transcription only in certain tissues are referred to as “tissue specific”. A “cell type” specific promoter primarily drives expression in certain cell types in one or more organs, for example, vascular cells in roots or leaves. An “inducible” or “repressible” promoter is a promoter which is under environmental control. Examples of environmental conditions that may effect transcription by inducible promoters include anaerobic conditions, or certain chemicals, or the presence of light. Tissue specific, tissue preferred, cell type specific, and inducible promoters constitute the class of “non-constitutive” promoters. A “constitutive” promoter is a promoter which is active under most conditions.


As used herein “operably linked” means the association of two or more DNA fragments in a DNA construct so that the function of one, e.g. protein-encoding DNA, is controlled by the other, e.g. a promoter.


As used herein “expressed” means produced, e.g. a protein is expressed in a plant cell when its cognate DNA is transcribed to mRNA that is translated to the protein.


As used herein a “control plant” means a plant that does not contain the recombinant DNA that expressed a protein that impart an enhanced trait. A control plant is to identify and select a transgenic plant that has an enhance trait. A suitable control plant can be a non-transgenic plant of the parental line used to generate a transgenic plant, i.e. devoid of recombinant DNA. A suitable control plant may in some cases be a progeny of a hemizygous transgenic plant line that is does not contain the recombinant DNA, known as a negative segregant.


As used herein an “enhanced trait” means a characteristic of a transgenic plant that includes, but is not limited to, an enhance agronomic trait characterized by enhanced plant morphology, physiology, growth and development, yield, nutritional enhancement, disease or pest resistance, or environmental or chemical tolerance. In more specific aspects of this invention enhanced trait is selected from group of enhanced traits consisting of enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil. In an important aspect of the invention the enhanced trait is enhanced yield including increased yield under non-stress conditions and increased yield under environmental stress conditions. Stress conditions may include, for example, drought, shade, fungal disease, viral disease, bacterial disease, insect infestation, nematode infestation, cold temperature exposure, heat exposure, osmotic stress, reduced nitrogen nutrient availability, reduced phosphorus nutrient availability and high plant density. “Yield” can be affected by many properties including without limitation, plant height, pod number, pod position on the plant, number of internodes, incidence of pod shatter, grain size, efficiency of nodulation and nitrogen fixation, efficiency of nutrient assimilation, resistance to biotic and abiotic stress, carbon assimilation, plant architecture, resistance to lodging, percent seed germination, seedling vigor, and juvenile traits. Yield can also be affected by efficiency of germination (including germination in stressed conditions), growth rate (including growth rate in stressed conditions), ear number, seed number per ear, seed size, composition of seed (starch, oil, protein) and characteristics of seed fill.


Increased yield of a transgenic plant of the present invention can be measured in a number of ways, including test weight, seed number per plant, seed weight, seed number per unit area (i.e. seeds, or weight of seeds, per acre), bushels per acre, tonnes per acre, tons per acre, kilo per hectare. For example, maize yield may be measured as production of shelled corn kernels per unit of production area, for example in bushels per acre or metric tons per hectare, often reported on a moisture adjusted basis, for example at 15.5 percent moisture. Increased yield may result from improved utilization of key biochemical compounds, such as nitrogen, phosphorous and carbohydrate, or from improved responses to environmental stresses, such as cold, heat, drought, salt, and attack by pests or pathogens. Recombinant DNA used in this invention can also be used to provide plants having improved growth and development, and ultimately increased yield, as the result of modified expression of plant growth regulators or modification of cell cycle or photosynthesis pathways. Also of interest is the generation of transgenic plants that demonstrate enhanced yield with respect to a seed component that may or may not correspond to an increase in overall plant yield. Such properties include enhancements in seed oil, seed molecules such as tocopherol, protein and starch, or oil particular oil components as may be manifest by alterations in the ratios of seed components.


A subset of the nucleic molecules of this invention includes fragments of the disclosed recombinant DNA consisting of oligonucleotides of at least 15, preferably at least 16 or 17, more preferably at least 18 or 19, and even more preferably at least 20 or more, consecutive nucleotides. Such oligonucleotides are fragments of the larger molecules having a sequence selected from the group consisting of SEQ ID NO:1 through SEQ ID NO: 339, and find use, for example as probes and primers for detection of the polynucleotides of the present invention.


DNA constructs are assembled using methods well known to persons of ordinary skill in the art and typically comprise a promoter operably linked to DNA, the expression of which provides the enhanced agronomic trait. Other construct components may include additional regulatory elements, such as 5′ leasders and introns for enhancing transcription, 3′ untranslated regions (such as polyadenylation signals and sites), DNA for transit or signal peptides.


Numerous promoters that are active in plant cells have been described in the literature. These include promoters present in plant genomes as well as promoters from other sources, including nopaline synthase (NOS) promoter and octopine synthase (OCS) promoters carried on tumor-inducing plasmids of Agrobacterium tumefaciens, caulimovirus promoters such as the cauliflower mosaic virus. For instance, see U.S. Pat. Nos. 5,858,742 and 5,322,938, which disclose versions of the constitutive promoter derived from cauliflower mosaic virus (CaMV35S), U.S. Pat. No. 5,641,876, which discloses a rice actin promoter, U.S. Patent Application Publication 2002/0192813A1, which discloses 5′,3′ and intron elements useful in the design of effective plant expression vectors, U.S. patent application Ser. No. 09/757,089, which discloses a maize chloroplast aldolase promoter, U.S. patent application Ser. No. 08/706,946, which discloses a rice glutelin promoter, U.S. patent application Ser. No. 09/757,089, which discloses a maize aldolase (FDA) promoter, and U.S. Patent Application Ser. No. 60/310, 370, which discloses a maize nicotianamine synthase promoter, all of which are incorporated herein by reference. These and numerous other promoters that function in plant cells are known to those skilled in the art and available for use in recombinant polynucleotides of the present invention to provide for expression of desired genes in transgenic plant cells.


In other aspects of the invention, preferential expression in plant green tissues is desired. Promoters of interest for such uses include those from genes such as Arabidopsis thaliana ribulose-1,5-bisphosphate carboxylase (Rubisco) small subunit (Fischhoff et al. (1992) Plant Mol. Biol. 20:81-93), aldolase and pyruvate orthophosphate dikinase (PPDK) (Taniguchi et al. (2000) Plant Cell Physiol. 41(1):42-48).


Furthermore, the promoters may be altered to contain multiple “enhancer sequences” to assist in elevating gene expression. Such enhancers are known in the art. By including an enhancer sequence with such constructs, the expression of the selected protein may be enhanced. These enhancers often are found 5′ to the start of transcription in a promoter that functions in eukaryotic cells, but can often be inserted upstream (5′) or downstream (3′) to the coding sequence. In some instances, these 5′ enhancing elements are introns. Particularly useful as enhancers are the 5′ introns of the rice actin 1 (see U.S. Pat. No. 5,641,876) and rice actin 2 genes, the maize alcohol dehydrogenase gene intron, the maize heat shock protein 70 gene intron (U.S. Pat. No. 5,593,874) and the maize shrunken 1 gene.


In other aspects of the invention, sufficient expression in plant seed tissues is desired to affect improvements in seed composition. Exemplary promoters for use for seed composition modification include promoters from seed genes such as napin (U.S. Pat. No. 5,420,034), maize L3 oleosin (U.S. Pat. No. 6,433,252), zein Z27 (Russell et al. (1997) Transgenic Res. 6(2):157-166), globulin 1 (Belanger et al (1991) Genetics 129:863-872), glutelin 1 (Russell (1997) supra), and peroxiredoxin antioxidant (Perl) (Stacy et al. (1996) Plant Mol. Biol. 31(6):1205-1216).


Recombinant DNA constructs prepared in accordance with the invention will also generally include a 3′ element that typically contains a polyadenylation signal and site. Well-known 3′ elements include those from Agrobacterium tumefaciens genes such as nos 3′, tml 3′, tmr 3′, tms 3′, ocs 3′, tr7 3′, for example disclosed in U.S. Pat. No. 6,090,627, incorporated herein by reference; 3′ elements from plant genes such as wheat (Triticum aesevitum) heat shock protein 17 (Hsp17 3′), a wheat ubiquitin gene, a wheat fructose-1,6-biphosphatase gene, a rice glutelin gene a rice lactate dehydrogenase gene and a rice beta-tubulin gene, all of which are disclosed in U.S. published patent application 2002/0192813 A1, incorporated herein by reference; and the pea (Pisum sativum) ribulose biphosphate carboxylase gene (rbs 3′), and 3′ elements from the genes within the host plant.


Constructs and vectors may also include a transit peptide for targeting of a gene to a plant organelle, particularly to a chloroplast, leucoplast or other plastid organelle. For descriptions of the use of chloroplast transit peptides see U.S. Pat. No. 5,188,642 and U.S. Pat. No. 5,728,925, incorporated herein by reference. For description of the transit peptide region of an Arabidopsis EPSPS gene useful in the present invention, see Klee, H. J. et al (MGG(1987) 210:437-442).


Transgenic plants comprising or derived from plant cells of this invention transformed with recombinant DNA can be further enhanced with stacked traits, e.g. a crop plant having an enhanced trait resulting from expression of DNA disclosed herein in combination with herbicide and/or pest resistance traits. For example, genes of the current invention can be stacked with other traits of agronomic interest, such as a trait providing herbicide resistance, or insect resistance, such as using a gene from Bacillus thuringensis to provide resistance against lepidopteran, coliopteran, homopteran, hemiopteran, and other insects. Herbicides for which transgenic plant tolerance has been demonstrated and the method of the present invention can be applied include, but are not limited to, glyphosate, dicamba, glufosinate, sulfonylurea, bromoxynil and norflurazon herbicides. Polynucleotide molecules encoding proteins involved in herbicide tolerance are well-known in the art and include, but are not limited to, a polynucleotide molecule encoding 5-enolpyruvylshikimate-3-phosphate synthase (EPSPS) disclosed in U.S. Pat. Nos. 5,094,945; 5,627,061; 5,633,435 and 6,040,497 for imparting glyphosate tolerance; polynucleotide molecules encoding a glyphosate oxidoreductase (GOX) disclosed in U.S. Pat. No. 5,463,175 and a glyphosate-N-acetyl transferase (GAT) disclosed in U.S. Patent Application publication 2003/0083480 A1 also for imparting glyphosate tolerance; dicamba monooxygenase disclosed in U.S. Patent Application publication 2003/0135879 A1 for imparting dicamba tolerance; a polynucleotide molecule encoding bromoxynil nitrilase (Bxn) disclosed in U.S. Pat. No. 4,810,648 for imparting bromoxynil tolerance; a polynucleotide molecule encoding phytoene desaturase (crtI) described in Misawa et al, (1993) Plant J. 4:833-840 and in Misawa et al, (1994) Plant J. 6:481-489 for norflurazon tolerance; a polynucleotide molecule encoding acetohydroxyacid synthase (AHAS, aka ALS) described in Sathasiivan et al. (1990) Nucl. Acids Res. 18:2188-2193 for imparting tolerance to sulfonylurea herbicides; polynucleotide molecules known as bar genes disclosed in DeBlock, et al. (1987) EMBO J. 6:2513-2519 for imparting glufosinate and bialaphos tolerance; polynucleotide molecules disclosed in U.S. Patent Application Publication 2003/010609 A1 for imparting N-amino methyl phosphonic acid tolerance; polynucleotide molecules disclosed in U.S. Pat. No. 6,107,549 for impartinig pyridine herbicide resistance; molecules and methods for imparting tolerance to multiple herbicides such as glyphosate, atrazine, ALS inhibitors, isoxoflutole and glufosinate herbicides are disclosed in U.S. Pat. No. 6,376,754 and U.S. Patent Application Publication 2002/0112260, all of said U.S. Patents and Patent Application Publications are incorporated herein by reference. Molecules and methods for imparting insect/nematode/virus resistance are disclosed in U.S. Pat. Nos. 5,250,515; 5,880,275; 6,506,599; 5,986,175 and U.S. Patent Application Publication 2003/0150017 A1, all of which are incorporated herein by reference.


Plant Cell Transformation Methods

Numerous methods for transforming plant cells with recombinant DNA are known in the art and may be used in the present invention. Two commonly used methods for plant transformation are Agrobacterium-mediated transformation and microprojectile bombardment. Microprojectile bombardment methods are illustrated in U.S. Pat. Nos. 5,015,580 (soybean); 5,550,318 (corn); 5,538,880 (corn); 5,914,451 (soybean); 6,160,208 (corn); 6,399,861 (corn) and 6,153,812 (wheat) and Agrobacterium-mediated transformation is described in U.S. Pat. Nos. 5,159,135 (cotton); 5,824,877 (soybean); 5,463,174 (canola); 5,591,616 (corn); and 6,384,301 (soybean), all of which are incorporated herein by reference. For Agrobacterium tumefaciens based plant transformation system, additional elements present on transformation constructs will include T-DNA left and right border sequences to facilitate incorporation of the recombinant polynucleotide into the plant genome.


In general it is useful to introduce recombinant DNA randomly, i.e. at a non-specific location, in the genome of a target plant line. In special cases it may be useful to target recombinant DNA insertion in order to achieve site-specific integration, for example to replace an existing gene in the genome, to use an existing promoter in the plant genome, or to insert a recombinant polynucleotide at a predetermined site known to be active for gene expression. Several site specific recombination systems exist which are known to function inplants including cre-lox as disclosed in U.S. Pat. No. 4,959,317 and FLP-FRT as disclosed in U.S. Pat. No. 5,527,695, both incorporated herein by reference.


Transformation methods of this invention are preferably practiced in tissue culture on media and in a controlled environment. “Media” refers to the numerous nutrient mixtures that are used to grow cells in vitro, that is, outside of the intact living organism. Recipient cell targets include, but are not limited to, meristem cells, hypocotyls, calli, immature embryos and gametic cells such as microspores, pollen, sperm and egg cells. It is contemplated that any cell from which a fertile plant may be regenerated is useful as a recipient cell. Callus may be initiated from tissue sources including, but not limited to, immature embryos, hypocotyls, seedling apical meristems, microspores and the like. Cells capable of proliferating as callus are also recipient cells for genetic transformation. Practical transformation methods and materials for making transgenic plants of this invention, for example various media and recipient target cells, transformation of immature embryo cells and subsequent regeneration of fertile transgenic plants are disclosed in U.S. Pat. Nos. 6,194,636 and 6,232,526, which are incorporated herein by reference.


The seeds of transgenic plants can be harvested from fertile transgenic plants and be used to grow progeny generations of transformed plants of this invention including hybrid plants line for selection of plants having an enhanced trait. In addition to direct transformation of a plant with a recombinant DNA, transgenic plants can be prepared by crossing a first plant having a recombinant DNA with a second plant lacking the DNA. For example, recombinant DNA can be introduced into a first plant line that is amenable to transformation to produce a transgenic plant which can be crossed with a second plant line to introgress the recombinant DNA into the second plant line. A transgenic plant with recombinant DNA providing an enhanced trait, e.g. enhanced yield, can be crossed with transgenic plant line having other recombinant DNA that confers another trait, for example herbicide resistance or pest resistance, to produce progeny plants having recombinant DNA that confers both traits. Typically, in such breeding for combining traits the transgenic plant donating the additional trait is a male line and the transgenic plant carrying the base traits is the female line. The progeny of this cross will segregate such that some of the plants will carry the DNA for both parental traits and some will carry DNA for one parental trait; such plants can be identified by markers associated with parental recombinant DNA, e.g. marker identification by analysis for recombinant DNA or, in the case where a selectable marker is linked to the recombinant, by application of the selecting agent such as a herbicide for use with a herbicide tolerance marker, or by selection for the enhanced trait. Progeny plants carrying DNA for both parental traits can be crossed back into the female parent line multiple times, for example usually 6 to 8 generations, to produce a progeny plant with substantially the same genotype as one original transgenic parental line but for the recombinant DNA of the other transgenic parental line


In the practice of transformation DNA is typically introduced into only a small percentage of target plant cells in any one transformation experiment. Marker genes are used to provide an efficient system for identification of those cells that are stably transformed by receiving and integrating a recombinant DNA molecule into their genomes. Preferred marker genes provide selective markers which confer resistance to a selective agent, such as an antibiotic or herbicide. Any of the herbicides to which plants of this invention may be resistant are useful agents for selective markers. Potentially transformed cells are exposed to the selective agent. In the population of surviving cells will be those cells where, generally, the resistance-conferring gene is integrated and expressed at sufficient levels to permit cell survival. Cells may be tested further to confirm stable integration of the exogenous DNA. Commonly used selective marker genes include those conferring resistance to antibiotics such as kanamycin and paromomycin (nptII), hygromycin B (aph IV) spectinomycin (aadA) and gentamycin (aac3 and aacC4) or resistance to herbicides such as glufosinate (bar or pat), dicamba (DMO) and glyphosate (aroA or EPSPS). Examples of such selectable markers are illustrated in U.S. Pat. Nos. 5,550,318; 5,633,435; 5,780,708 and 6,118,047, all of which are incorporated herein by reference. Selectable markers which provide an ability to visually identify transformants can also be employed, for example, a gene expressing a colored or fluorescent protein such as a luciferase or green fluorescent protein (GFP) or a gene expressing a beta-glucuronidase or uidA gene (GUS) for which various chromogenic substrates are known.


Plant cells that survive exposure to the selective agent, or plant cells that have been scored positive in a screening assay, may be cultured in regeneration media and allowed to mature into plants. Developing plantlets regenerated from transformed plant cells can be transferred to plant growth mix, and hardened off, for example, in an environmentally controlled chamber at about 85% relative humidity, 600 ppm CO2, and 25-250 microeinsteins m−2 s−1 of light, prior to transfer to a greenhouse or growth chamber for maturation. Plants are regenerated from about 6 weeks to 10 months after a transformant is identified, depending on the initial tissue, and the plant species. Plants may be pollinated using conventional plant breeding methods known to those of skill in the art and seed produced, for example self-pollination is commonly used with transgenic corn. The regenerated transformed plant or its progeny seed or plants can be tested for expression of the recombinant DNA and selected for the presence of enhanced agronomic trait.


Transgenic Plants and Seed

Transgenic plants derived from the plant cells of this invention are grown to generate transgenic plants having an enhanced trait as compared to a control plant and produce transgenic seed and haploid pollen of this invention. Such plants with enhanced traits are identified by selection of transformed plants or progeny seed for the enhanced trait. For efficiency a selection method is designed to evaluate multiple transgenic plants (events) comprising the recombinant DNA, for example multiple plants from 2 to 20 or more transgenic events. Transgenic plants grown from transgenic seed provided herein demonstrate improved agronomic traits that contribute to increased yield or other trait that provides increased plant value, including, for example, improved seed quality. Of particular interest are plants having enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil.


Table 2 provides a list of protein encoding DNA (“genes”) that are useful as recombinant DNA for production of transgenic plants with enhanced agronomic trait.


Column headings in Table 2 refer to the following information:

    • “PEP SEQ ID NO” refers to a particular amino acid sequence in the Sequence Listing
    • “PHE ID” refers to an arbitrary number used to identify a particular recombinant DNA corresponding to the translated protein encoded by the polynucleotide.
    • “NUC SEQ ID NO” refers to a particular nucleic acid sequence in the Sequence Listing which defines a polynucleotide used in a recombinant DNA of this invention.
    • “GENE NAME” refers to a common name for the recombinant DNA.
    • “CODING SEQUENCE” refers to peptide coding segments of the corresponding recombinant DNA.
    • “SPECIES” refers to the organism from which the recombinant DNA was derived.














TABLE 2





PEP

NUC





SEQ ID

SEQ ID


NO
Phe ID
NO
Gene Name
CODING SEQUENCE
Species




















340
PHE0000001
1
maize cellulose synthase
113-3061

Zea mays






(eskimo 2)


341
PHE0000006
2

Arabidopsis RAV2/G9

81-1136

Arabidopsis thaliana



342
PHE0000007
3
rice G9-like 1
336-1430

Oryza sativa



343
PHE0000008
4
rice G9-like 2
572-1522

Oryza sativa



344
PHE0000010
5
rice G975
201-283, 516-1161

Oryza sativa



345
PHE0000278
6
corn G975
41-679

Zea mays



346
PHE0000011
7
corn Glossy 15
385-1722

Zea mays



347
PHE0000012
8
corn aquaporin RS81
1-747

Zea mays



348
PHE0000014
9
rice cycD2
13-324, 623-709, 813-911,

Oryza sativa







1003-1204, 1314-1438,






1529-1774


349
PHE0000215
10
invW
1108-1489, 1813-2684, 6105-6266,

Oryza sativa







6417-6658,


350
PHE0000015
11
rice GCR1
312-500, 1123-1154, 1384-1553,

Oryza sativa







2048-2163, 2724-2825,






2946-3002, 3331-3474,






3930-4000, 4118-4223


351
PHE0000016
12
corn Knotted1
181-1257

Zea mays



352
PHE0000018
13
corn AAA-ATPase 2
104-2533

Zea mays



353
PHE0000019
14
rice AOX1b (alternative
4531-4851, 5011-5139, 6072-6560,

Oryza sativa






oxidase)
6663-6722


354
PHE0000020
15

Emericella nidulans alxA

2189-2442, 2492-2783, 2843-3352

Emericella nidulans



355
PHE0000022
16
corn AAP6-like
96-1547

Zea mays



356
PHE0000024
17
corn unknown protein
441-2390

Zea mays



357
PHE0000025
18
corn GRF1-like protein
55-1470

Zea mays



358
PHE0000026
19
rice GRF1
193-1380

Oryza sativa



359
PHE0000227
20
soy omega-3 fatty acid
138-1496

Glycine max






desaturase


360
PHE0000258
21
AtFAD7
132-1472

Arabidopsis thaliana



361
PHE0000259
22
AtFAD8
61-1368

Arabidopsis thaliana



362
PHE0000049
23
rice phyA with corn phyC
4626-6690, 6913-7729, 8011-8307,

Oryza sativa






intron 1
8410-8617


363
PHE0000027
24

sorghum phyA with corn

238-3633

Sorghum bicolor






phyC intron 1


364
PHE0000028
25
rice phyB with corn phyC
67-3582

Oryza sativa






intron 1


365
PHE0000029
26

sorghum phyB with corn

429-2640, 3333-4140, 5819-6112,

Sorghum bicolor






phyC intron 1
7491-7713


366
PHE0000030
27
rice phyC with corn phyC
1036-3100, 3205-4021, 4418-4711,

Oryza sativa






intron 1
5272-5509


367
PHE0000031
28

sorghum phyC with corn

303-3710

Sorghum bicolor






phyC intron 1


368
PHE0000032
29
rice PF1
35-676

Oryza sativa



369
PHE0000033
30
rice GT2
58-2271

Oryza sativa



370
PHE0000034
31

Synechocystis biliverdin

9-992

Synechocystis sp.






reductase

PCC 6803


371
PHE0000038
32
corn cycD2.1
125-1156

Zea mays



372
PHE0000039
33
corn nph1
415-3150

Zea mays



373
PHE0000040
34
corn hemoglobin 1
172-669

Zea mays



374
PHE0000043
35
rice cyclin 2
148-1407

Oryza sativa



375
PHE0000044
36
rice cycC
97-870

Oryza sativa



376
PHE0000045
37
rice cycB2
74-1336

Oryza sativa



377
PHE0000046
38
rice cycA1
97-1623

Oryza sativa



378
PHE0000047
39
rice cycB5
292-361, 1019-1347, 1447-1572,

Oryza sativa







1657-1908, 2059-2217,






2315-2493, 3276-3432


379
PHE0000244
40
corn SVP-like
177-860

Zea mays



380
PHE0000245
41
corn SVP-like
93-791

Zea mays



381
PHE0000246
42
soy SVP-like
96-713

Glycine max



382
PHE0000247
43
soy jointless-like
60-674

Glycine max



383
PHE0000106
44
corn cycA1
107-1633

Zea mays



384
PHE0000050
45
corn cycA2
107-1222

Zea mays



385
PHE0000051
46
corn cycB2
137-1408

Zea mays



386
PHE0000052
47
corn cycB5
82-1518

Zea mays



387
PHE0000382
48
LIB3279-180-C9_FLI-
114-1385

Zea mays






maize cyclin III


388
PHE0000053
49
corn cycB4
254-1579

Zea mays



389
PHE0000054
50
corn cycD3.2
220-1380

Zea mays



390
PHE0000055
51
corn cycDx.1
218-1180

Zea mays



391
PHE0000056
52
corn cycD1.1
288-1334

Zea mays



392
PHE0000057
53
corn mt NDK-
60-725

Zea mays






LIB189022Q1E1E9


393
PHE0000058
54
corn cp NDK-
103-816

Zea mays






700479629


394
PHE0000059
55
corn NDK-
49-495

Zea mays






LIB3597020Q1K6C3


395
PHE0000060
56
corn NDK-700241377
162-608

Zea mays



396
PHE0000062
57
sRAD54-with NLS
437-3556

Synechocystis sp.








PCC 6803


397
PHE0000063
58
T4 endonuclease VII
603-1148
coliphage T4





(gp49)-with NLS


398
PHE0000064
59
corn NDPK-fC-
91-624

Zea mays






zmemLIB3957015Q1K6H6


399
PHE0000065
60
TOR1
302-7714

Saccharomyces









cerevisiae



400
PHE0000292
61
corn eIF-5A
85-564

Zea mays



401
PHE0000067
62
yeast eIF-5A
569-1042

Saccharomyces









cerevisiae



402
PHE0000068
63
yeast deoxyhypusine
173-1336

Saccharomyces






synthase


cerevisiae



403
PHE0000069
64
yeast L5
987-1880

Saccharomyces









cerevisiae



404
PHE0000070
65
yeast ornithine
576-1976

Saccharomyces






decarboxylase


cerevisiae



405
PHE0000071
66
rice exportin 4-like
501-750, 1257-1417, 1735-1800,

Oryza sativa







3104-3218, 3318-3427,






3525-3620, 7587-7744,






7828-7915, 8565-8669,






8774-8878, 9421-9450,






9544-9656, 9732-9819,






9961-10180, 11034-11164,






12058-12204, 12770-12898,






12975-13073, 13221-13259,






14674-14823


406
PHE0000072
67
yeast S-
415-1605

Saccharomyces






adenosylmethionine


cerevisiae






decarboxylase


407
PHE0000073
68
corn S-
268-1365

Zea mays






adenosylmethionine





decarboxylase 1


408
PHE0000074
69
corn S-
581-1780

Zea mays






adenosylmethionine





decarboxylase 2


409
PHE0000075
70
retinoblastoma-related
37-2634

Zea mays






protein 1


410
PHE0000076
71
C1 protein
49-843
Wheat dwarf virus


411
PHE0000077
72
yeast flavohemoglobin-
1695-2894

Saccharomyces






mitochondrial


cerevisiae



412
PHE0000009
73

Arabidopsis G975

58-654

Arabidopsis thaliana



413
PHE0000079
74
CUT1
372-1082, 1176-1946

Oryza sativa



414
PHE0000082
75
corn cycB3
88-1425

Zea mays



415
PHE0000083
76
PDR5
1552-6087

Saccharomyces









cerevisiae



416
PHE0000084
77
rice cyclin H
235-1227

Oryza sativa



417
PHE0000085
78
rice cdc2+/CDC28-
173-1447

Oryza sativa






related protein kinase


418
PHE0000086
79
Cdk-activating kinase 1
14-1240

Glycine max



419
PHE0000089
80
CHL1
85-1857

Arabidopsis thaliana



420
PHE0000090
81
NTR1
144-1898

Oryza sativa



421
PHE0000091
82
Zm SET domain 2
101-1009

Zea mays



422
PHE0000092
83
Zm SET domain 1
528-1544

Zea mays



423
PHE0000095
84
HSF1
1017-3518

Saccharomyces









cerevisiae



424
PHE0000096
85
Zm HSP101
436-1773, 1878-2159, 2281-2621,

Zea mays







2711-2990, 3079-3276,






3371-3670


425
PHE0000098
86

E. coli clpB

557-3130

Escherichia coli



426
PHE0000099
87

Synechocystis clpB

316-2931

Synechocystis sp.








PCC 6803


427
PHE0000100
88

Xylella clpB

187-2769

Xylella fastidiosa



428
PHE0000101
89
corn cycD3.1
250-1422

Zea mays



429
PHE0000102
90
AnFPPS (farnesyl-
146-1186

Emericella nidulans






pyrophosphate





synthetase)


430
PHE0000103
91
OsFPPS
42-1103

Oryza sativa



431
PHE0000104
92
700331819_FLI-corn
313-1377

Zea mays






FPPS 2


432
PHE0000105
93
corn cycD1.2
229-1275

Zea mays



433
PHE0000107
94
corn cycD1.3
206-1252

Zea mays



434
PHE0000108
95
ASH1
61-801

Arabidopsis thaliana



435
PHE0000109
96
rice ASH1-like1
136-1008

Oryza sativa



436
PHE0000110
97
rice MtN2-like
425-464, 546-582, 672-783,

Oryza sativa







812-898, 988-1149, 1556-1675,






1776-1952


437
PHE0000111
98
PAS domain kinase
358-2613

Zea mays



438
PHE0000114
99
Su(var) 3-9-like
71-814

Zea mays



439
PHE0000115
100
Receiver domain (RR3-
277-1002

Zea mays






like) 7


440
PHE0000116
101
Receiver domain
188-2245

Zea mays






(ARR2-like) 1


441
PHE0000117
102
Receiver domain (TOC1-
112-2238

Zea mays






like) 2


442
PHE0000118
103
Receiver domain (TOC1-
84-1976

Zea mays






like) 3


443
PHE0000119
104
Receiver domain (ARR2-
39-1931

Zea mays






like) 4


444
PHE0000120
105
Receiver domain (RR11-
61-1812

Zea mays






like) 5


445
PHE0000121
106
Receiver domain (RR3-
391-1116

Zea mays






like) 6


446
PHE0000122
107
Receiver domain (RR3-
335-1066

Zea mays






like) 8


447
PHE0000123
108
Receiver domain 9
55-759

Zea mays



448
PHE0000124
109
ZmRR2
154-624

Zea mays



449
PHE0000125
110
Receiver domain (TOC1-
374-722, 791-2019

Zea mays






like) 10


450
PHE0000126
111
corn HY5-like
32-541

Zea mays



451
PHE0000127
112
scarecrow 1 (PAT1-like)
295-1929

Zea mays



452
PHE0000128
113
scarecrow 2
153-1934

Zea mays



453
PHE0000133
114
G protein b subunit
90-1229

Zea mays



454
PHE0000152
115
14-3-3-like protein 2
85-861

Glycine max



455
PHE0000153
116
14-3-3-like protein D
42-824

Glycine max



456
PHE0000154
117
14-3-3 protein 1
49-834

Glycine max



457
PHE0000155
118
Rice FAP1-like protein
654-1862, 2310-2426, 3407-3492,

Oryza sativa







3590-3752, 3845-3890,






4476-4522, 4985-5191,






5306-5392, 5473-5640


458
PHE0000156
119
rice TAP42-like
199-1338

Oryza sativa



459
PHE0000158
120
BMH1
79-882

Saccharomyces









cerevisiae



460
PHE0000159
121
rice chloroplastic
41-1261

Oryza sativa






fructose-1,6-





bisphosphatase


461
PHE0000160
122

E. coli fructose-1,6-

208-1206

Escherichia coli






bisphosphatase


462
PHE0000161
123

Synechocystis fructose-

1-1164

Synechocystis sp.






1,6-bisphosphatase F-I

PCC 6803


463
PHE0000162
124

Synechocystis fructose-

480-1523

Synechocystis sp.






1,6-bisphosphatase F-II

PCC 6803


464
PHE0000164
125
Yeast RPT5
883-2187

Saccharomyces









cerevisiae



465
PHE0000165
126
Yeast RRP5
331-5520

Saccharomyces









cerevisiae



466
PHE0000166
127
Rice CBP-like gene
277-436, 479-1524, 1790-2065,

Oryza sativa







2150-2425, 3134-3262,






3380-3580, 3683-3825,






3905-4190, 4294-4433,






4711-4789, 4874-4929,






5754-5946


467
PHE0000167
128
rice BAB09754
616-903, 1848-1940, 2046-2165,

Oryza sativa







2254-2355, 2443-2693,






2849-2994, 3165-3363,






3475-4141, 4438-4770,






5028-5309


468
PHE0000168
129
LIB3061-001-H7_FLI
309-1037

Zea mays



469
PHE0000169
130
maize p23
106-708

Zea mays



470
PHE0000170
131
maize cyclophilin
99-1757

Zea mays



471
PHE0000172
132
yeast SIT1
361-2130

Saccharomyces









cerevisiae



472
PHE0000173
133
yeast CNS1
762-1919

Saccharomyces









cerevisiae



473
PHE0000176
134
RNAse S
85-771

Zea mays



474
PHE0000177
135
maize ecto-apyrase
210-2312

Zea mays



475
PHE0000178
136
PHO5
1-1404

Saccharomyces









cerevisiae



476
PHE0000179
137
high affinity phosphate
105-1703

Glycine max






translocator


477
PHE0000180
138
high affinity phosphate
128-1750

Zea mays






translocator


478
PHE0000181
139

Xylella citrate synthase

256-1545

Xylella fastidiosa



479
PHE0000182
140

E. coli citrate synthase

309-1592

Escherichia coli



480
PHE0000183
141
rice citrate synthase
105-1523

Oryza sativa



481
PHE0000184
142
citrate synthase
56-1564

Zea mays



482
PHE0000185
143
citrate synthase
153-1691

Glycine max



483
PHE0000186
144
maize ferritin 2
3-758

Zea mays



484
PHE0000187
145
maize ferritin 1
34-795

Zea mays



485
PHE0000188
146

E. coli cytoplasmic

245-742

Escherichia coli






ferritin


486
PHE0000190
147
corn LEA3
171-755

Zea mays



487
PHE0000192
148
soy HSF
23-1114

Glycine max



488
PHE0000193
149
soy HSF
93-992

Glycine max



489
PHE0000204
150
deoxyhypusine synthase
26-1129

Glycine max



490
PHE0000219
151
thylakoid carbonic
62-994

Chlamydomonas






anhydrase, cah3


reinhardtii



491
PHE0000216
152
thylakoid carbonic
49-843

Nostoc PCC7120






anhydrase, ecaA


492
PHE0000217
153

Chlamydomonas

156-1232

Chlamydomonas







reinhardtii envelope



reinhardtii






protein LIP-36G1


493
PHE0000218
154
psbO transit
271-1674

Synechococcus sp.






peptide::Synechococcus

PCC 7942





sp. PCC 7942 ictB


494
PHE0000220
155
corn RNase PH
86-805

Zea mays



495
PHE0000221
156
SKI2
1351-5211

Saccharomyces









cerevisiae



496
PHE0000222
157
SKI3
793-5091

Saccharomyces









cerevisiae



497
PHE0000223
158
SKI4
323-1201

Saccharomyces









cerevisiae



498
PHE0000224
159
SKI6
1007-1747

Saccharomyces









cerevisiae



499
PHE0000225
160
SKI7
279-2519

Saccharomyces









cerevisiae



500
PHE0000226
161
rice SKI7-like
464-884, 1132-1287, 2103-2252,

Oryza sativa







2353-2487, 2957-3288,






3399-3509, 3596-4095,






4350-4518, 4783-5022,






5097-5228, 5315-5449


501
PHE0000228
162

Synechocystis cobA w cp

70-801

Synechocystis sp.






transit peptide

PCC 6803


502
PHE0000229
163

Xylella tetrapyrrole

1-774

Xylella fastidiosa






methylase with transit





peptide


503
PHE0000230
164
maize uroporphyrinogen
15-1286

Zea mays






III methyltransferase


504
PHE0000231
165
nucellin-like protein
122-1594

Zea mays



505
PHE0000232
166
nucellin-like protein
76-1605

Zea mays



506
PHE0000233
167
nucellin-like protein
195-1628

Zea mays



507
PHE0000234
168
soy LEA protein
6-704

Glycine max



508
PHE0000235
169
dehydrin-like protein
33-710

Glycine max



509
PHE0000237
170
dehydrin 3
84-584

Zea mays



510
PHE0000238
171
probable lipase
98-967

Zea mays



511
PHE0000239
172
yeast GRE1
1024-1527

Saccharomyces









cerevisiae



512
PHE0000240
173
yeast STF2
683-934

Saccharomyces









cerevisiae



513
PHE0000241
174
yeast SIP18
376-855

Saccharomyces









cerevisiae



514
PHE0000242
175
yeast YBM6
744-1130

Saccharomyces









cerevisiae



515
PHE0000243
176
yeast HSP12
282-611

Saccharomyces









cerevisiae



516
PHE0000249
177
corn allene oxide
111-1556

Zea mays






synthase


517
PHE0000250
178
corn COI1-like
139-1911

Zea mays



518
PHE0000251
179
corn TIR1-like
113-1906

Zea mays



519
PHE0000252
180
corn COI1-like
130-1923

Zea mays



520
PHE0000253
181
COI1-like
389-2368

Zea mays



521
PHE0000254
182
F-box protein
123-1304

Glycine max



522
PHE0000255
183
F-box protein
228-1916

Glycine max



523
PHE0000256
184
corn 1-
61-1011

Zea mays






aminocyclopropane-1-





carboxylate oxidase


524
PHE0000257
185
rice 1-
2-1465

Oryza sativa






aminocyclopropane-1





carboxylate synthase


525
PHE0000260
186
S52650 - Synechocystis
643-1719

Synechocystis sp.






desB

PCC 6803


526
PHE0000261
187
yeast glutamate
33-1790

Saccharomyces






decarboxylase


cerevisiae



527
PHE0000262
188
cytochrome P450-like
29-1495

Zea mays






protein


528
PHE0000263
189
cytochrome P450
141-1637

Zea mays



529
PHE0000264
190
cytochrome P450-like
104-1657

Zea mays



530
PHE0000265
191
CYP90 protein
81-1589

Zea mays



531
PHE0000266
192
cytochrome P450
92-1648

Zea mays






DWARF3


532
PHE0000267
193
cytochrome P450
134-1543

Zea mays



533
PHE0000268
194
rice receptor protein
183-476, 706-735, 2796-6734

Oryza sativa






kinase


534
PHE0000269
195
soy E2F-like
80-1117

Glycine max



535
PHE0000270
196
nuclear matrix constituent
243-3371

Zea mays






protein


536
PHE0000271
197
OsE2F1
93-1403

Oryza sativa



537
PHE0000272
198
corn GCR1
74-1036

Zea mays



538
PHE0000273
199
soy mlo-like
15-1532

Glycine max



539
PHE0000274
200
soy mlo-like
48-1841

Glycine max



540
PHE0000275
201
rice G alpha 1
106-1248

Oryza sativa



541
PHE0000276
202
soy G-gamma subunit
210-536

Glycine max



542
PHE0000277
203
wheat G28-like
65-877

Triticum aestivum



543
PHE0000279
204
sorghum proline
16-1341

Sorghum bicolor






permease


544
PHE0000280
205
rice AA transporter
61-1485

Oryza sativa



545
PHE0000282
206
SET-domain protein-like
478-3045

Zea mays



546
PHE0000283
207
scarecrow 6
520-2145

Zea mays



547
PHE0000284
208
menage a trois-like
164-745

Zea mays



548
PHE0000286
209
Oryzacystatin
108-527

Oryza sativa



549
PHE0000287
210
Similar to cysteine
18-767

Oryza sativa






proteinase inhibitor


550
PHE0000288
211
cysteine proteinase
135-461

Sorghum bicolor






inhibitor


551
PHE0000289
212
Zm-GRF1 (GA
96-1202

Zea mays






responsive factor)


552
PHE0000290
213
ZmSE001-like
253-2115

Zea mays



553
PHE0000291
214
deoxyhypusine synthase
54-1163

Zea mays



554
PHE0000293
215
gibberellin response
131-2020

Zea mays






modulator


555
PHE0000294
216
scarecrow-like protein
266-1948

Zea mays



556
PHE0000295
217
ubiquitin-conjugating
114-599

Zea mays






enzyme-like protein


557
PHE0000296
218
unknown protein
90-785

Zea mays






recognized by PF01169


558
PHE0000297
219
26S protease regulatory
57-1343

Oryza sativa






subunit 6A homolog


559
PHE0000298
220
rice p23 co-chaperone
68-706

Oryza sativa



560
PHE0000299
221
corn p23 co-chaperone
71-565

Zea mays



561
PHE0000300
222
rice p23 co-chaperone
124-642

Oryza sativa



562
PHE0000301
223
corn p23 co-chaperone
90-617

Zea mays



563
PHE0000302
224
putative purple acid
22-1038

Oryza sativa






phosphatase precursor


564
PHE0000303
225
acid phosphatase type 5
143-1186

Zea mays



565
PHE0000304
226
aleurone ribonuclease
47-814

Oryza sativa



566
PHE0000305
227
putative ribonuclease
55-888

Zea mays



567
PHE0000306
228
S-like RNase
15-770

Zea mays



568
PHE0000307
229
ribonuclease
95-781

Zea mays



569
PHE0000308
230
helix-loop-helix protein
202-756

Zea mays






(PIF3-like)


570
PHE0000309
231
SKI4-like protein
36-632

Zea mays



571
PHE0000310
232
putative 3
238-1098

Zea mays






exoribonuclease


572
PHE0000311
233
GF14-c protein
81-848

Oryza sativa



573
PHE0000312
234
14-3-3-like protein
6-785

Oryza sativa



574
PHE0000313
235
rice eIF-(iso)4F
96-713

Oryza sativa



575
PHE0000314
236
rice eIF-4F
46-726

Oryza sativa



576
PHE0000315
237
sorghum eIF-(iso)4F
78-707

Sorghum bicolor



577
PHE0000316
238
sorghum eIF-4F
9-668

Sorghum bicolor



578
PHE0000317
239
rice FIP37-like
73-1128

Oryza sativa



579
PHE0000318
240
scarecrow 17
441-2102

Zea mays



580
PHE0000322
241
maize catalase-1
208-1683

Zea mays



581
PHE0000323
242
maize catalase-3
30-1511

Zea mays



582
PHE0000324
243
ascorbate peroxidase
197-1063

Zea mays



583
PHE0000325
244
corn GDI
57-1397

Zea mays



584
PHE0000326
245
soy GDI
45-1418

Glycine max



585
PHE0000327
246
corn rho GDI
463-1203

Zea mays



586
PHE0000328
247
basic blue copper protein
13-408

Zea mays



587
PHE0000329
248
plantacyanin
109-489

Zea mays



588
PHE0000330
249
basic blue copper protein
83-463

Glycine max



589
PHE0000331
250
Similar to blue copper
323-868

Zea mays






protein precursor


590
PHE0000332
251
lamin
62-646

Zea mays



591
PHE0000333
252
fC-zmfl700551169a-allyl
56-1105

Zea mays






alcohol dehydrogenase


592
PHE0000334
253
allyl alcohol
103-1128

Glycine max






dehydrogenase


593
PHE0000335
254
allyl alcohol
6-1079

Zea mays






dehydrogenase


594
PHE0000336
255
quinone oxidoreductase
47-1051

Zea mays



595
PHE0000337
256

E. nidulans cysA-

384-1961

Emericella nidulans






AF029885


596
PHE0000338
257
BAA18167-
801-1547

Synechocystis sp.






Synechocystis cysE

PCC 6803


597
PHE0000339
258

Synechocystis thiol-

36-638

Synechocystis sp.






specific antioxidant

PCC 6803





protein-BAA10136


598
PHE0000340
259
yeast TSA2-NP_010741
108-698

Saccharomyces









cerevisiae



599
PHE0000341
260
yeast mTPx-Z35825
730-1512

Saccharomyces









cerevisiae



600
PHE0000343
261
yeast TPx III-
657-1187

Saccharomyces






NP_013210


cerevisiae



601
PHE0000345
262
soy putative 2-cys
160-939

Glycine max






peroxiredoxin


602
PHE0000346
263
soy peroxiredoxin
104-745

Glycine max



603
PHE0000347
264
heat shock protein 26,
117-836

Zea mays






plastid-localized


604
PHE0000349
265
heat shock protein
112-735

Zea mays



605
PHE0000350
266
low molecular weight
28-690

Zea mays






heat shock protein


606
PHE0000351
267
18 kDa heat shock protein
103-597

Zea mays



607
PHE0000352
268
heat shock protein 16.9
229-690

Zea mays



608
PHE0000353
269
HSP21-like protein
73-696

Zea mays



609
PHE0000354
270
Opt1p-NP_012323
508-2904

Saccharomyces









cerevisiae



610
PHE0000355
271
SVCT2-like permease
220-1779

Zea mays



611
PHE0000356
272
SVCT2-like permease
34-1632

Zea mays



612
PHE0000357
273
maize tubby-like
519-1958

Zea mays



613
PHE0000358
274
maize tubby-like
517-1269

Zea mays



614
PHE0000359
275
soy HMG CoA synthase
80-1441

Glycine max



615
PHE0000360
276
yeast HMGS-X96617
220-1695

Saccharomyces









cerevisiae



616
PHE0000361
277
PAT1-like scarecrow 9
191-1900

Zea mays



617
PHE0000362
278
CDC28-related protein
198-1484

Zea mays






kinase


618
PHE0000385
279
H+ transporting ATPase
176-2836

Zea mays



619
PHE0000386
280
cation-transporting
222-2168

Zea mays






ATPase


620
PHE0000387
281
yeast DRS2 (ALA1-like)-
170-4237

Saccharomyces






L01795


cerevisiae



621
PHE0000388
282

S. pombe ALA1-like-

56-3832

Schizosaccharomyces






CAA21897


pombe



622
PHE0000389
283
rice ALA1-like 1-
47-1538, 1619-1925, 3116-3824,

Oryza sativa






BAA89544
3920-4043, 4143-4362,






4590-5048, 5937-6153


623
PHE0000390
284
rice chloroplastic
136-1311

Oryza sativa






sedoheptulose-1,7-





bisphosphatase-


624
PHE0000391
285
rice cytosolic fructose-
171-1187

Oryza sativa






1,6-bisphosphatase


625
PHE0000392
286
Wheat sedoheptulose-1,7-
14-1192

Triticum aestivum






bisphosphatase


626
PHE0000394
287
sedoheptulose-1,7-
90-1238

Chlorella sorokiniana






bisphosphatase


627
PHE0000395
288
soy phantastica
275-1345

Glycine max



628
PHE0000396
289
soy phantastica 2
178-1260

Glycine max



629
PHE0000397
290
maize rough sheath 1
92-1144

Zea mays



630
PHE0000398
291
soy Ig3-like 1
103-1026

Glycine max



631
PHE0000399
292
soy rough sheath1-like 1
144-1076

Glycine max



632
PHE0000400
293
soy G559-like
301-1560

Glycine max



633
PHE0000401
294
soy G1635-like 1
28-888

Glycine max



634
PHE0000402
295
rice amino acid
89-1426

Oryza sativa






transporter-like protein


635
PHE0000403
296
corn amino acid permease
116-1453

Zea mays



636
PHE0000404
297
rice proline transport
313-1731

Oryza sativa






protein


637
PHE0000412
298
corn monosaccharide
75-1643

Zea mays






transporter 1


638
PHE0000413
299
soy monosaccharide
132-1685

Glycine max






transporter 3


639
PHE0000414
300
corn monosaccharide
141-1670

Zea mays






transporter 3


640
PHE0000415
301
soy monosaccharide
160-1899

Glycine max






transporter 1


641
PHE0000416
302
corn monosaccharide
74-1690

Zea mays






transporter 6


642
PHE0000418
303
corn monosaccharide
146-1744

Zea mays






transporter 4


643
PHE0000419
304
soy monosaccharide
63-1505

Glycine max






transporter 2


644
PHE0000420
305
soy sucrose transporter
63-1595

Glycine max



645
PHE0000421
306
corn sucrose transporter 2
76-1599

Zea mays



646
PHE0000422
307
corn monosaccharide
201-1763

Zea mays






transporter 8


647
PHE0000423
308
corn monosaccharide
93-1634

Zea mays






transporter 7


648
PHE0000425
309
soy isoflavone synthase
45-1607

Glycine max



649
PHE0000426
310
soy ttg1-like 2
52-1059

Glycine max



650
PHE0000427
311
GATE5-corn SPA1-like 1
227-3139

Zea mays



651
PHE0000428
312
corn PIF3-like
173-856

Zea mays



652
PHE0000429
313
soy Athb-2-like 1
78-932

Glycine max



653
PHE0000430
314
corn SUB1-like 1
44-1954

Zea mays



654
PHE0000431
315
soy GH3 protein
42-1820

Glycine max



655
PHE0000432
316
corn 12-
128-1240

Zea mays






oxophytodienoate





reductase 1


656
PHE0000433
317
corn 12-oxo-
166-1242

Zea mays






phytodienoate reductase-





like 3


657
PHE0000434
318
corn 12-
92-1210

Zea mays






oxophytodienoate





reductase-like 4


658
PHE0000435
319
corn hydroperoxide lyase
83-1594

Zea mays



659
PHE0000436
320
rice cns1-like
121-1242

Oryza sativa



660
PHE0000437
321
corn HCH1-like 1
42-1100

Zea mays



661
PHE0000438
322
corn HOP-like 1
88-1830

Zea mays



662
PHE0000439
323
corn HOP-like 2
65-1261

Zea mays



663
PHE0000440
324
rice CHIP-like 1
121-939

Oryza sativa



664
PHE0000441
325
corn CHIP-like 2
115-939

Zea mays



665
PHE0000451
326
wheat SVP-like 1
149-736

Triticum aestivum



666
PHE0000452
327
corn SVP-like 3
75-749

Zea mays



667
PHE0000453
328
corn SVP-like 5
304-774, 956-1219

Zea mays



668
PHE0000454
329
fC-zmhuLIB3062-044-
113-853

Zea mays






Q1-K1-B8


669
PHE0000455
330
corn E4/E8 binding
253-2259

Zea mays






protein-like


670
PHE0000469
331
yeast YKL091c-Z28091
110-1042

Saccharomyces









cerevisiae



671
PHE0000470
332
corn Ssh1-like protein 1
57-1037

Zea mays



672
PHE0000471
333
corn Ssh1-like protein 3
89-841

Zea mays



673
PHE0000472
334
corn Ssh1-like protein 4
309-1196

Zea mays



674
PHE0000473
335
soy Ssh1-like protein 2
209-976

Glycine max






[ssh2]


675
PHE0000484
336
soy JMT-like protien 1
26-1135

Glycine max



676
PHE0000485
337
corn JMT-like protein 1
39-1184

Zea mays



677
PHE0000486
338
corn JMT-like protein 2
63-1208

Zea mays



678
PHE0000017
339
corn AAA-ATPase 1
184-2214

Zea mays











Selection Methods for Transgenic Plants with Enhanced Agronomic Trait


Within a population of transgenic plants regenerated from plant cells transformed with the recombinant DNA many plants that survive to fertile transgenic plants that produce seeds and progeny plants will not exhibit an enhanced agronomic trait. Selection from the population is necessary to identify one or more transgenic plant cells that can provide plants with the enhanced trait. Transgenic plants having enhanced traits are selected from populations of plants regenerated or derived from plant cells transformed as described herein by evaluating the plants in a variety of assays to detect an enhanced trait, e.g. enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil. These assays also may take many forms including, but not limited to, direct screening for the trait in a greenhouse or field trial or by screening for a surrogate trait. Such analyses can be directed to detecting changes in the chemical composition, biomass, physiological properties, morphology of the plant. Changes in chemical compositions such as nutritional composition of grain can be detected by analysis of the seed composition and content of protein, free amino acids, oil, free fatty acids, starch or tocopherols. Changes in biomass characteristics can be made on greenhouse or field grown plants and can include plant height, stem diameter, root and shoot dry weights; and, for corn plants, ear length and diameter. Changes in physiological properties can be identified by evaluating responses to stress conditions, for example assays using imposed stress conditions such as water deficit, nitrogen deficiency, cold growing conditions, pathogen or insect attack or light deficiency, or increased plant density. Changes in morphology can be measured by visual observation of tendency of a transformed plant with an enhanced agronomic trait to also appear to be a normal plant as compared to changes toward bushy, taller, thicker, narrower leaves, striped leaves, knotted trait, chlorosis, albino, anthocyanin production, or altered tassels, ears or roots. Other selection properties include days to pollen shed, days to silking, leaf extension rate, chlorophyll content, leaf temperature, stand, seedling vigor, internode length, plant height, leaf number, leaf area, tillering, brace roots, stay green, stalk lodging, root lodging, plant health, barreness/prolificacy, green snap, and pest resistance. In addition, phenotypic characteristics of harvested grain may be evaluated, including number of kernels per row on the ear, number of rows of kernels on the ear, kernel abortion, kernel weight, kernel size, kernel density and physical grain quality. Although the plant cells and methods of this invention can be applied to any plant cell, plant, seed or pollen, e.g. any fruit, vegetable, grass, tree or ornamental plant, the various aspects of the invention are preferably applied to corn, soybean, cotton, canola, alfalfa, wheat and rice plants.


The following examples are included to demonstrate aspects of the invention, those of skill in the art should, in light of the present disclosure, appreciate that many changes can be made in the specific aspects which are disclosed and still obtain a like or similar results without departing from the spirit and scope of the invention.


EXAMPLES
Example 1
Plant Expression Constructs

This example illustrates the construction of plasmids for transferring recombinant DNA into plant cells which can be regenerated into transgenic plants of this invention


A. Plant Expression Constructs for Corn Transformation

A GATEWAY™ Destination (Invitrogen Life Technologies, Carlsbad, Calif.) plant expression vector, pMON65154, is constructed for use in preparation of constructs comprising recombinant polynucleotides for corn transformation. The elements of the expression vector are summarized in Table 3 below. Generally, pMON65154 comprises a selectable marker expression cassette comprising a Cauliflower Mosaic Virus 35S promoter operably linked to a gene encoding neomycin phosphotransferase II (nptII). The 3′ region of the selectable marker expression cassette comprises the 3′ region of the Agrobacterium tumefaciense nopaline synthase gene (nos) followed 3′ by the 3′ region of the potato proteinase inhibitor II (pinII) gene. The plasmid pMON 65154 further comprises a plant expression cassette into which a gene of interest may be inserted using GATEWAY™ cloning methods. The GATEWAY™ cloning cassette is flanked 5′ by a rice actin 1 promoter, exon and intron and flanked 3′ by the 3′ region of the potato pinII gene. Using GATEWAY™ methods, the cloning cassette may be replaced with a gene of interest. The vector pMON65154, and derivatives thereof comprising a gene of interest, are particularly useful in methods of plant transformation via direct DNA delivery, such as microprojectile bombardment.









TABLE 3







Elements of Plasmid pMON65154









FUNCTION
ELEMENT
REFERENCE





Plant gene of interest
Rice actin 1 promoter
U.S. Pat. No. 5,641,876


expression cassette
Rice actin 1 exon 1, intron 1
U.S. Pat. No. 5,641,876



enhancer


Gene of interest insertion
AttR1
GATEWAY ™ Cloning Technology


site

Instruction Manual



CmR gene
GATEWAY ™ Cloning Technology




Instruction Manual



ccdA, ccdB genes
GATEWAY ™ Cloning Technology




Instruction Manual



attR2
GATEWAY ™ Cloning Technology




Instruction Manual


Plant gene of interest
Potato pinII 3′ region
An et al. (1989) Plant Cell 1: 115-122


expression cassette


Plant selectable marker
CaMV 35S promoter
U.S. Pat. No. 5,858,742


expression cassette
nptII selectable marker
U.S. Pat. No. 5,858,742



nos 3′ region
U.S. Pat. No. 5,858,742



PinII 3′ region
An et al. (1989) Plant Cell 1: 115-122


Maintenance in E. coli
ColE1 origin of replication



F1 origin of replication



Bla ampicillin resistance









A similar plasmid vector, pMON72472, is constructed for use in Agrobacterium mediated methods of plant transformation. pMON72472 comprises the gene of interest plant expression cassette, GATEWAY™ cloning, and plant selectable marker expression cassettes present in pMON65154. In addition, left and right T-DNA border sequences from Agrobacterium are added to the plasmid (Zambryski et al. (1982)). The right border sequence is located 5′ to the rice actin 1 promoter and the left border sequence is located 3′ to the pinII 3′ sequence situated 3′ to the nptII gene. Furthermore, pMON72472 comprises a plasmid backbone to facilitate replication of the plasmid in both E. coli and Agrobacterium tumefaciens. The backbone has an oriV wide host range origin of DNA replication functional in Agrobacterium, a pBR322 origin of replication functional in E. coli, and a spectinomycin/stretptomycin resistance gene for selection in both E. coli and Agrobacterium.


Vectors similar to those described above may be constructed for use in Agrobacterium or microprojectile bombardment maize transformation systems where the rice actin 1 promoter in the plant expression cassette portion is replaced with other desirable promoters including, but not limited to a corn globulin 1 promoter, a maize oleosin promoter, a glutelin I promoter, an aldolase promoter, a zein Z27 promoter, a pyruvate orthophosphate dikinase (PPDK) promoter, a a soybean 7S alpha promoter, a peroxiredoxin antioxidant (Perl) promoter and a CaMV 35S promoter. Protein coding segments are amplified by PCR prior to insertion into vectors such as described above. Primers for PCR amplification can be designed at or near the start and stop codons of the coding sequence, in order to eliminate most of the 5′ and 3′ untranslated regions. For GATEWAY cloning methods, PCR products are tailed with attB1 and attB2 sequences, purified then recombined into a destination vectors to produce an expression vector for use in transformation.


Another base corn plant transformation vector pMON93039, as set forth in SEQ ID NO: 24150, illustrated in Table 4 and FIG. 2, was fabricated for use in preparing recombinant DNA for Agrobacterium-mediated transformation into corn tissue.












TABLE 4








Coordinates of SEQ


function
Name
Annotation
ID NO: 24150








Agrobacterium

B-AGRtu.right border
Agro right border sequence,
11364-11720


T-DNA transfer

essential for transfer of T-




DNA.


Gene of interest
E-Os.Act1
upstream promoter region of
 19-775


expression

the rice actin 1 gene


cassette
E-CaMV.35S.2xA1-B3
duplicated35S A1-B3
 788-1120




domain without TATA box



P-Os.Act1
promoter region of the rice
1125-1204




actin 1 gene



L-Ta.Lhcb1
5′ untranslated leader of
1210-1270




wheat major chlorophyll a/b




binding protein



I-Os.Act1
first intron and flanking
1287-1766




UTR exon sequences from




the rice actin 1 gene



T-St.Pis4
3′ non-translated region of
1838-2780




the potato proteinase




inhibitor II gene which




functions to direct




polyadenylation of the




mRNA


Plant selectable
P-Os.Act1
Promoter from the rice actin
2830-3670


marker

1 gene


expression
L-Os.Act1
first exon of the rice actin 1
3671-3750


cassette

gene



I-Os.Act1
first intron and flanking
3751-4228




UTR exon sequences from




the rice actin 1 gene



TS-At.ShkG-CTP2
Transit peptide region of
4238-4465




Arabidopsis EPSPS



CR-AGRtu.aroA-CP4.nat
Coding region for bacterial
4466-5833




strain CP4 native aroA gene.



T-AGRtu.nos
A 3′ non-translated region of
5849-6101




the nopaline synthase gene




of Agrobacterium





tumefaciens Ti plasmid





which functions to direct




polyadenylation of the




mRNA.



Agrobacterium

B-AGRtu.left border
Agro left border sequence,
6168-6609


T-DNA transfer

essential for transfer of T-




DNA.


Maintenance in
OR-Ec.oriV-RK2
The vegetative origin of
6696-7092



E. coli


replication from plasmid




RK2.



CR-Ec.rop
Coding region for repressor
8601-8792




of primer from the ColE1




plasmid. Expression of this




gene product interferes with




primer binding at the origin




of replication, keeping




plasmid copy number low.



OR-Ec.ori-ColE1
The minimal origin of
9220-9808




replication from the E. coli




plasmid ColE1.



P-Ec.aadA-SPC/STR
romoter for Tn7
10339-10380




adenylyltransferase




(AAD(3″))



CR-Ec.aadA-SPC/STR
Coding region for Tn7
10381-11169




adenylyltransferase




(AAD(3″)) conferring




spectinomycin and




streptomycin resistance.



T-Ec.aadA-SPC/STR
3′ UTR from the Tn7
11170-11227




adenylyltransferase




(AAD(3″)) gene of E. coli.









B. Plant Expression Constructs for Soy and Canola Transformation

Plasmids for use in transformation of soybean and canola were also prepared. Elements of an exemplary common expression vector pMON82053 are shown in Table 5 below and FIG. 3.












TABLE 5








Coordinates of


Function
Name
Annotation
SEQ ID NO: 24151








Agrobacterium T-

B-AGRtu.left border
Agro left border sequence, essential for
6144-6585


DNA transfer

transfer of T-DNA.


Plant selectable
P-At.Act7
Promoter from the Arabidopsis actin 7 gene
6624-7861


marker expression
L-At.Act7
5′UTR of Arabidopsis Act7 gene


cassette
I-At.Act7
Intron from the Arabidopsis actin7 gene



TS-At.ShkG-CTP2
Transit peptide region of Arabidopsis
7864-8091




EPSPS



CR-AGRtu.aroA-
Synthetic CP4 coding region with dicot
8092-9459



CP4.nno_At
preferred codon usage.



T-AGRtu.nos
A 3′ non-translated region of the nopaline
9466-9718




synthase gene of Agrobacterium





tumefaciens Ti plasmid which functions to





direct polyadenylation of the mRNA.


Gene of interest
P-CaMV.35S-enh
Promoter for 35S RNA from CaMV
 1-613


expression cassette

containing a duplication of the −90 to −350




region.



T-Gb.E6-3b
3′ untranslated region from the fiber protein
 688-1002




E6 gene of sea-island cotton.



Agrobacterium T-

B-AGRtu.right
Agro right border sequence, essential for
1033-1389


DNA transfer
border
transfer of T-DNA.


Maintenance in E. coli
OR-Ec.oriV-RK2
The vegetative origin of replication from
5661-6057




plasmid RK2.



CR-Ec.rop
Coding region for repressor of primer from
3961-4152




the ColE1 plasmid. Expression of this gene




product interferes with primer binding at the




origin of replication, keeping plasmid copy




number low.



OR-Ec.ori-ColE1
The minimal origin of replication from the
2945-3533





E. coli plasmid ColE1.




P-Ec.aadA-SPC/STR
Promoter for Tn7 adenylyltransferase
2373-2414




(AAD(3″))



CR-Ec.aadA-
Coding region for Tn7 adenylyltransferase
1584-2372



SPC/STR
(AAD(3″)) conferring spectinomycin and




streptomycin resistance.



T-Ec.aadA-SPC/STR
3′ UTR from the Tn7 adenylyltransferase
1526-1583




(AAD(3″)) gene of E. coli.









Primers for PCR amplification of protein coding nucleotides of recombinant DNA are designed at or near the start and stop codons of the coding sequence, in order to eliminate most of the 5′ and 3′ untranslated regions. Each recombinant DNA coding for a protein identified in Table 2 is amplified by PCR prior to insertion into the insertion site within the gene of interest expression cassette of one of the base vectors.


Vectors similar to that described above may be constructed for use in Agrobacterium mediated soybean transformation systems where the enhanced 35S promoter in the plant expression cassette portion is replaced with other desirable promoters including, but not limited to a napin promoter and an Arabidopsis SSU promoter. Protein coding segments are amplified by PCR prior to insertion into vectors such as described above. Primers for PCR amplification can be designed at or near the start and stop codons of the coding sequence, in order to eliminate most of the 5′ and 3′ untranslated regions.


C. Cotton Transformation Vector

Plasmids for use in transformation of cotton are also prepared. Elements of an exemplary common expression vector plasmid pMON99053 are shown in Table 6 below and FIG. 4. Primers for PCR amplification of protein coding nucleotides of recombinant DNA are designed at or near the start and stop codons of the coding sequence, in order to eliminate most of the 5′ and 3′ untranslated regions. Each recombinant DNA coding for a protein identified in Table 2 is amplified by PCR prior to insertion into the insertion site within the gene of interest expression cassette of one of the base vectors.












TABLE 6








Coordinates of





SEQ ID NO:


function
Name
annotation
24152








Agrobacterium

B-AGRtu.right border
Agro right border sequence,
11364-11720


T-DNA transfer

essential for transfer of T-DNA.


Gene of interest
Exp-CaMV.35S-
Enhanced version of the 35S
7794-8497


expression
enh+ph.DnaK
RNA promoter from CaMV plus


cassette

the petunia hsp70 5′ untranslated




region



T-Ps.RbcS2-E9
The 3′ non-translated region of
 67-699




the pea RbcS2 gene which




functions to direct




polyadenylation of the mRNA.


Plant selectable
Exp-CaMV.35S
Promoter from the rice actin 1
 730-1053


marker

gene


expression
CR-Ec.nptII-Tn5
first exon of the rice actin 1 gene
1087-1881


cassette



T-AGRtu.nos
A 3′ non-translated region of the
1913-2165




nopaline synthase gene of





Agrobacterium tumefaciens Ti





plasmid which functions to




direct polyadenylation of the




mRNA.



Agrobacterium

B-AGRtu.left border
Agro left border sequence,
2211-2652


T-DNA transfer

essential for transfer of T-DNA.


Maintenance in
OR-Ec.oriV-RK2
The vegetative origin of
2739-3135



E. coli


replication from plasmid RK2.



CR-Ec.rop
Coding region for repressor of
4644-4835




primer from the ColE1 plasmid.




Expression of this gene product




interferes with primer binding at




the origin of replication, keeping




plasmid copy number low.



OR-Ec.ori-ColE1
The minimal origin of
5263-5851




replication from the E. coli




plasmid ColE1.



P-Ec.aadA-SPC/STR
romoter for Tn7
6382-6423




adenylyltransferase (AAD(3″))



CR-Ec.aadA-SPC/STR
Coding region for Tn7
6424-7212




adenylyltransferase (AAD(3″))




conferring spectinomycin and




streptomycin resistance.



T-Ec.aadA-SPC/STR
3′ UTR from the Tn7
7213-7270




adenylyltransferase (AAD(3″))




gene of E. coli.









Example 2
Corn Transformation

This example illustrates plant cell transformation methods useful in producing transgenic corn plant cells, plants, seeds and pollen of this invention and the production and identification of transgenic corn plants and seed with an enhanced trait, i.e. enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil. Plasmid vectors were prepared by cloning DNA identified in Table 1 in the identified base vectors for use in corn transformation of corn plant cells to produce transgenic corn plants and progeny plants, seed and pollen.


For Agrobacterium-mediated transformation of corn embryo cells corn plants of a readily transformable line (designated LH59) is grown in the greenhouse and ears harvested when the embryos are 1.5 to 2.0 mm in length. Ears are surface sterilized by spraying or soaking the ears in 80% ethanol, followed by air drying. Immature embryos are isolated from individual kernels on surface sterilized ears. Prior to inoculation of maize cells, Agrobacterium cells are grown overnight at room temperature. Immature maize embryo cells are inoculated with Agrobacterium shortly after excision, and incubated at room temperature with Agrobacterium for 5-20 minutes. Immature embryo plant cells are then co-cultured with Agrobacterium for 1 to 3 days at 23° C. in the dark. Co-cultured embryos are transferred to selection media and cultured for approximately two weeks to allow embryogenic callus to develop. Embryogenic callus is transferred to culture medium containing 100 mg/L paromomycin and subcultured at about two week intervals. Transformed plant cells are recovered 6 to 8 weeks after initiation of selection.


For Agrobacterium-mediated transformation of maize callus immature embryos are cultured for approximately 8-21 days after excision to allow callus to develop. Callus is then incubated for about 30 minutes at room temperature with the Agrobacterium suspension, followed by removal of the liquid by aspiration. The callus and Agrobacterium are co-cultured without selection for 3-6 days followed by selection on paromomycin for approximately 6 weeks, with biweekly transfers to fresh media, and paromomycin resistant callus identified as containing the recombinant DNA in an expression cassette.


For transformation by microprojectile bombardment immature maize embryos are isolated and cultured 3-4 days prior to bombardment. Prior to microprojectile bombardment, a suspension of gold particles is prepared onto which the desired recombinant DNA expression cassettes are precipitated. DNA is introduced into maize cells as described in U.S. Pat. Nos. 5,550,318 and 6,399,861 using the electric discharge particle acceleration gene delivery device. Following microprojectile bombardment, tissue is cultured in the dark at 27 degrees C. Additional transformation methods and materials for making transgenic plants of this invention, for example, various media and recipient target cells, transformation of immature embryos and subsequence regeneration of fertile transgenic plants are disclosed in U.S. Pat. Nos. 6,194,636 and 6,232,526 and U.S. patent application Ser. No. 09/757,089, which are incorporated herein by reference.


To regenerate transgenic corn plants a callus of transgenic plant cells resulting from transformation is placed on media to initiate shoot development in plantlets which are transferred to potting soil for initial growth in a growth chamber at 26 degrees C. followed by a mist bench before transplanting to 5 inch pots where plants are grown to maturity. The regenerated plants are self fertilized and seed is harvested for use in one or more methods to select seed, seedlings or progeny second generation transgenic plants (R2 plants) or hybrids, e.g. by selecting transgenic plants exhibiting an enhanced trait as compared to a control plant.


Transgenic corn plant cells are transformed with recombinant DNA from each of the genes identified in Table 2. Progeny transgenic plants and seed of the transformed plant cells are screened for enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil as reported in Example 5.


Example 3
Soybean Transformation

This example illustrates plant transformation useful in producing the transgenic soybean plants of this invention and the production and identification of transgenic seed for transgenic soybean having enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil.


For Agrobacterium mediated transformation, soybean seeds are germinated overnight and the meristem explants excised. The meristems and the explants are placed in a wounding vessel. Soybean explants and induced Agrobacterium cells from a strain containing plasmid DNA with the gene of interest cassette and a plant selectable marker cassette are mixed no later than 14 hours from the time of initiation of seed germination and wounded using sonication. Following wounding, explants are placed in co-culture for 2-5 days at which point they are transferred to selection media for 6-8 weeks to allow selection and growth of transgenic shoots. Trait positive shoots are harvested approximately 6-8 weeks and placed into selective rooting media for 2-3 weeks. Shoots producing roots are transferred to the greenhouse and potted in soil. Shoots that remain healthy on selection, but do not produce roots are transferred to non-selective rooting media for an additional two weeks. Roots from any shoots that produce roots off selection are tested for expression of the plant selectable marker before they are transferred to the greenhouse and potted in soil. Additionally, a DNA construct can be transferred into the genome of a soybean cell by particle bombardment and the cell regenerated into a fertile soybean plant as described in U.S. Pat. No. 5,015,580, herein incorporated by reference.


Transgenic soybean plant cells are transformed with recombinant DNA from each of the genes identified in Table 2. Progeny transgenic plants and seed of the transformed plant cells are screened for enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil as reported in Example 5.


Example 4
Cotton Transgenic Plants with Enhanced Agronomic Traits

Cotton transformation is performed as generally described in WO0036911 and in U.S. Pat. No. 5,846,797. Transgenic cotton plants containing each of the recombinant DNA having a sequence of SEQ ID NO: 1 through SEQ ID NO: 339 are obtained by transforming with recombinant DNA from each of the genes identified in Table 2. Progeny transgenic plants are selected from a population of transgenic cotton events under specified growing conditions and are compared with control cotton plants. Control cotton plants are substantially the same cotton genotype but without the recombinant DNA, for example, either a parental cotton plant of the same genotype that was not transformed with the identical recombinant DNA or a negative isoline of the transformed plant. Additionally, a commercial cotton cultivar adapted to the geographical region and cultivation conditions, i.e. cotton variety ST474, cotton variety FM 958, and cotton variety Siokra L-23, are used to compare the relative performance of the transgenic cotton plants containing the recombinant DNA. The specified culture conditions are growing a first set of transgenic and control plants under “wet” conditions, i.e. irrigated in the range of 85 to 100 percent of evapotranspiration to provide leaf water potential of −14 to −18 bars, and growing a second set of transgenic and control plants under “dry” conditions, i.e. irrigated in the range of 40 to 60 percent of evapotranspiration to provide a leaf water potential of −21 to −25 bars. Pest control, such as weed and insect control is applied equally to both wet and dry treatments as needed. Data gathered during the trial includes weather records throughout the growing season including detailed records of rainfall; soil characterization information; any herbicide or insecticide applications; any gross agronomic differences observed such as leaf morphology, branching habit, leaf color, time to flowering, and fruiting pattern; plant height at various points during the trial; stand density; node and fruit number including node above white flower and node above crack boll measurements; and visual wilt scoring. Cotton boll samples are taken and analyzed for lint fraction and fiber quality. The cotton is harvested at the normal harvest timeframe for the trial area. Enhanced water use efficiency is indicated by increased yield, improved relative water content, enhanced leaf water potential, increased biomass, enhanced leaf extension rates, and improved fiber parameters.


The transgenic cotton plants of this invention are identified from among the transgenic cotton plants by agronomic trait screening as having increased yield and enhanced water use efficiency.


Example 5
Canola Transformation

This example illustrates plant transformation useful in producing the transgenic canola plants of this invention and the production and identification of transgenic seed for transgenic canola having enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil.


Tissues from in vitro grown canola seedlings are prepared and inoculated with overnight-grown Agrobacterium cells containing plasmid DNA with the gene of interest cassette and a plant selectable marker cassette. Following co-cultivation with Agrobacterium, the infected tissues are allowed to grow on selection to promote growth of transgenic shoots, followed by growth of roots from the transgenic shoots. The selected plantlets are then transferred to the greenhouse and potted in soil. Molecular characterization are performed to confirm the presence of the gene of interest, and its expression in transgenic plants and progenies. Progeny transgenic plants are selected from a population of transgenic canola events under specified growing conditions and are compared with control canola plants. Control canola plants are substantially the same canola genotype but without the recombinant DNA, for example, either a parental canola plant of the same genotype that is not transformed with the identical recombinant DNA or a negative isoline of the transformed plant


Transgenic canola plant cells are transformed with recombinant DNA from each of the genes identified in Table 2. Transgenic progeny plants and seed of the transformed plant cells are screened for enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil as reported in Example 7.


Example 6
Homolog Identification

This example illustrates the identification of homologs of proteins encoded by the DNA identified in Table 2 which is used to provide transgenic seed and plants having enhanced agronomic traits. From the sequence of the homologs, homologous DNA sequence can be identified for preparing additional transgenic seeds and plants of this invention with enhanced agronomic traits.


An “All Protein Database” was constructed of known protein sequences using a proprietary sequence database and the National Center for Biotechnology Information (NCBI) non-redundant amino acid database (nr.aa). For each organism from which a polynucleotide sequence provided herein was obtained, an “Organism Protein Database” was constructed of known protein sequences of the organism; it is a subset of the All Protein Database based on the NCBI taxonomy ID for the organism.


The All Protein Database was queried using amino acid sequences provided herein as SEQ ID NO: 340 through SEQ ID NO: 678 using NCBI “blastp” program with E-value cutoff of le-8. Up to 1000 top hits were kept, and separated by organism names. For each organism other than that of the query sequence, a list was kept for hits from the query organism itself with a more significant E-value than the best hit of the organism. The list contains likely duplicated genes of the polynucleotides provided herein, and is referred to as the Core List. Another list was kept for all the hits from each organism, sorted by E-value, and referred to as the Hit List.


The Organism Protein Database was queried using polypeptide sequences provided herein as SEQ ID NO: 340 through SEQ ID NO: 678 using NCBI “blastp” program with E-value cutoff of 1e-4. Up to 1000 top hits were kept. A BLAST searchable database was constructed based on these hits, and is referred to as “SubDB”. SubDB was queried with each sequence in the Hit List using NCBI “blastp” program with E-value cutoff of 1e-8. The hit with the best E-value was compared with the Core List from the corresponding organism. The hit is deemed a likely ortholog if it belongs to the Core List, otherwise it is deemed not a likely ortholog and there is no further search of sequences in the Hit List for the same organism. Homologs from a large number of distinct organisms were identified and are reported by amino acid sequences of SEQ ID NO: 679 through SEQ ID NO: 24149. These relationship of proteins of SEQ ID NO: 340 through 678 and homologs of SEQ ID NO: 679 through 24149 is identified in Table 7. The source organism for each homolog is found in the Sequence Listing.


Example 7
Selection of Transgenic Plants with Enhanced Agronomic Trait(s)

This example illustrates identification of plant cells of the invention by screening derived plants and seeds for enhanced trait. Transgenic corn seed and plants with recombinant DNA identified in Table 2 are prepared by plant cells transformed with DNA that is stably integrated into the genome of the corn cell. Transgenic corn plant cells are transformed with recombinant DNA from each of the genes identified in Table 2. Progeny transgenic plants and seed of the transformed plant cells are screened for enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil as compared to control plants.


A. Selection for Enhanced Nitrogen Use Efficiency

The physiological efficacy of transgenic corn plants (tested as hybrids) can be tested for nitrogen use efficiency (NUE) traits in a high-throughput nitrogen (N) selection method. The collected data are compared to the measurements from wildtype controls using a statistical model to determine if the changes are due to the transgene. Raw data were analyzed by SAS software. Results shown herein are the comparison of transgenic plants relative to the wildtype controls.


(1) Media Preparation for Planting a NUE Protocol

Planting materials used: Metro Mix 200 (vendor: Hummert) Cat. # 10-0325, Scotts Micro Max Nutrients (vendor: Hummert) Cat. # 07-6330, OS 4⅓″×3⅞″ pots (vendor: Hummert) Cat. # 16-1415, OS trays (vendor: Hummert) Cat. # 16-1515, Hoagland's macronutrients solution, Plastic 5″ stakes (vendor: Hummert) yellow Cat. # 49-1569, white Cat. # 49-1505, Labels with numbers indicating material contained in pots. Fill 500 pots to rim with Metro Mix 200 to a weight of ˜140 g/pot. Pots are filled uniformly by using a balancer. Add 0.4 g of Micro Max nutrients to each pot. Stir ingredients with spatula to a depth of 3 inches while preventing material loss.


(2) Planting a NUE Selection in the Greenhouse

(a) Seed Germination—Each pot is lightly atered twice using reverse osmosis purified water. The first watering is scheduled to occur just before planting; and the second watering, after the seed has been planted in the pot. Ten Seeds of each entry (1 seed per pot) are planted to select eight healthy uniform seedlings. Additional wild type controls are planted for use as border rows. Alternatively, 15 seeds of each entry (1 seed per pot) are planted to select 12 healthy uniform seedlings (this larger number of plantings is used for the second, or confirmation, planting). Place pots on each of the 12 shelves in the Conviron growth chamber for seven days. This is done to allow more uniform germination and early seedling growth. The following growth chamber settings are 25° C./day and 22° C./night, 14 hours light and ten hours dark, humidity ˜80%, and light intensity ˜350 μmol/m2/S (at pot level). Watering is done via capillary matting similar to greenhouse benches with duration of ten minutes three times a day.


(b) Seedling transfer—After seven days, the best eight or 12 seedlings for the first or confirmation pass runs, respectively, are chosen and transferred to greenhouse benches. The pots are spaced eight inches apart (center to center) and are positioned on the benches using the spacing patterns printed on the capillary matting. The Vattex matting creates a 384-position grid, randomizing all range, row combinations. Additional pots of controls are placed along the outside of the experimental block to reduce border effects.


Plants are allowed to grow for 28 days under the low N run or for 23 days under the high N run. The macronutrients are dispensed in the form of a macronutrient solution (see composition below) containing precise amounts of N added (2mM NH4NO3 for limiting N selection and 20 mM NH4NO3 for high N selection runs). Each pot is manually dispensed 100 ml of nutrient solution three times a week on alternate days starting at eight and ten days after planting for high N and low N runs, respectively. On the day of nutrient application, two 20 min waterings at 05:00 and 13:00 are skipped. The vattex matting should be changed every third run to avoid N accumulation and buildup of root matter. Table 8 shows the amount of nutrients in the nutrient solution for either the low or high nitrogen selection.











TABLE 8






2 mM NH4NO3
20 mM NH4NO3 (high



(Low Nitrogen Growth
Nitrogen Growth



Condition, Low N)
Condition, High N)


Nutrient Stock
mL/L
mL/L

















1 M NH4N03
2
20


1 M KH2PO4
0.5
0.5


1 M MgSO4•7H2O
2
2


1 M CaCl2
2.5
2.5


1 M K2SO4
1
1





Note:


Adjust pH to 5.6 with HCl or KOH






(c) Harvest Measurements and Data Collection—After 28 days of plant growth for low N runs and 23 days of plant growth for high N runs, the following measurements are taken (phenocodes in parentheses): total shoot fresh mass (g) (SFM) measured by Sartorius electronic balance, V6 leaf chlorophyll measured by Minolta SPAD meter (relative units) (LC), V6 leaf area (cm2) (LA) measured by a Li-Cor leaf area meter, V6 leaf fresh mass (g) (LFM) measured by Sartorius electronic balance, and V6 leaf dry mass (g) (LDM) measured by Sartorius electronic balance. Raw data were analyzed by SAS software. Results shown are the comparison of transgenic plants relative to the wildtype controls.


To take a leaf reading, samples were excised from the V6 leaf. Since chlorophyll meter readings of corn leaves are affected by the part of the leaf and the position of the leaf on the plant that is sampled, SPAD meter readings were done on leaf six of the plants. Three measurements per leaf were taken, of which the first reading was taken from a point one-half the distance between the leaf tip and the collar and halfway from the leaf margin to the midrib while two were taken toward the leaf tip. The measurements were restricted in the area from ½ to ¾ of the total length of the leaf (from the base) with approximately equal spacing between them. The average of the three measurements was taken from the SPAD machine.


Leaf fresh mass is recorded for an excised V6 leaf, the leaf is placed into a paper bag. The paper bags containing the leaves are then placed into a forced air oven at 80° C. for 3 days. After 3 days, the paper bags are removed from the oven and the leaf dry mass measurements are taken.


From the collected data, two derived measurements are made: (1) Leaf chlorophyll area (LCA), which is a product of V6 relative chlorophyll content and its leaf area (relative units). Leaf chlorophyll area=leaf chlorophyll X leaf area. This parameter gives an indication of the spread of chlorophyll over the entire leaf area; (2) specific leaf area (LSA) is calculated as the ratio of V6 leaf area to its dry mass (cm2/g dry mass), a parameter also recognized as a measure of NUE.


A list of recombinant DNA constructs which improved growth in high nitrogen in transgenic plants is illustrated in Table 9.














TABLE 9










Confirmed






Positive
events/Actual


NUC
PEP


events/Total
events with


SEQ
SEQ


events
confirmation


ID
ID
PHE ID
Construct
screened
attempted




















8
347
PHE0000012
PMON67808
1/5
0/0


12
351
PHE0000016
PMON67750
1/3
0/0


16
355
PHE0000022
PMON67826
1/1
0/0


16
355
PHE0000022
PMON67826
1/3
0/0


33
372
PHE0000039
PMON67807
1/2
0/0


34
373
PHE0000040
PMON77889
1/4
0/0


46
385
PHE0000051
PMON68859
1/2
0/0


47
386
PHE0000052
PMON67813
2/2
0/0


54
393
PHE0000058
PMON68351
1/2
0/0


62
401
PHE0000067
PMON67816
4/4
3/4


64
403
PHE0000069
PMON67821
1/1
0/0


68
407
PHE0000073
PMON68357
3/3
0/0


72
411
PHE0000077
PMON67827
3/4
1/4


101
440
PHE0000116
PMON68367
2/2
0/0


105
444
PHE0000120
PMON68853
2/2
0/0


108
447
PHE0000123
PMON68855
2/3
0/2


112
451
PHE0000127
PMON68887
1/1
0/0


116
455
PHE0000153
PMON67817
4/5
4/5


117
456
PHE0000154
PMON67818
1/2
0/2


120
459
PHE0000158
PMON73169
2/2
0/2


135
474
PHE0000177
PMON68881
1/2
1/2


136
475
PHE0000178
PMON73166
1/2
0/0


143
482
PHE0000185
PMON69468
1/3
0/0


146
485
PHE0000188
PMON73167
2/2
0/0


169
508
PHE0000235
PMON73161
1/2
0/0


176
515
PHE0000243
PMON72467
2/2
0/2


190
529
PHE0000264
PMON68866
3/3
0/0


193
532
PHE0000267
PMON68867
2/2
1/2


204
543
PHE0000279
PMON68896
3/3
2/2


214
553
PHE0000291
PMON72455
3/3
1/2


234
573
PHE0000312
PMON72456
1/3
0/2


235
574
PHE0000313
PMON68378
1/2
1/2


236
575
PHE0000314
PMON68379
4/4
1/4


237
576
PHE0000315
PMON68381
2/4
0/2


239
578
PHE0000317
PMON68380
2/2
0/0


249
588
PHE0000330
PMON73164
2/3
0/0


264
603
PHE0000347
PMON68386
1/2
0/0


265
604
PHE0000349
PMON68389
1/1
0/0


266
605
PHE0000350
PMON74410
1/2
1/2


268
607
PHE0000352
PMON74409
1/5
0/5


269
608
PHE0000353
PMON73160
2/2
0/0


284
623
PHE0000390
PMON67836
1/2
0/0


296
635
PHE0000403
PMON67831
1/2
0/0


301
640
PHE0000415
PMON67846
4/5
0/5


303
642
PHE0000418
PMON69497
2/4
1/4


304
643
PHE0000419
PMON67848
1/2
0/2


324
663
PHE0000440
PMON72473
3/5
0/0


331
670
PHE0000469
PMON68636
1/3
0/0









A list of recombinant DNA constructs which improved growth in limited nitrogen in transgenic plants is illustrated in Table 10.














TABLE 10










Confirmed






Positive
events/Actual


NUC
PEP


events/Total
events with


SEQ
SEQ


events
confirmation


ID
ID
PHE ID
Construct
screened
attempted




















2
341
PHE0000006
PMON68861
1/5
0/1


5
344
PHE0000010
PMON67800
4/5
2/4


8
347
PHE0000012
PMON67806
1/3
1/1


16
355
PHE0000022
PMON67826
3/3
1/3


17
356
PHE0000024
PMON68354
1/4
0/4


20
359
PHE0000227
PMON68376
2/4
0/0


24
363
PHE0000027
PMON85009
2/6
0/0


31
370
PHE0000034
PMON67805
2/6
0/2


32
371
PHE0000038
PMON68383
1/6
0/2


33
372
PHE0000039
PMON67807
1/3
0/2


34
373
PHE0000040
PMON67801
1/5
0/0


34
373
PHE0000040
PMON77889
4/4
4/4


34
373
PHE0000040
PMON92405
1/6
0/0


37
376
PHE0000045
PMON81293
2/8
0/0


40
379
PHE0000244
PMON68372
2/2
1/2


41
380
PHE0000245
PMON68373
3/4
1/4


41
380
PHE0000245
PMON84737
1/7
0/6


42
381
PHE0000246
PMON68374
2/3
0/0


43
382
PHE0000247
PMON68375
1/3
0/0


44
383
PHE0000106
PMON69457
1/1
0/0


44
383
PHE0000106
PMON92483
3/6
0/1


46
385
PHE0000051
PMON68859
2/2
1/2


47
386
PHE0000052
PMON67813
1/4
0/2


51
390
PHE0000055
PMON68355
1/3
0/2


53
392
PHE0000057
PMON68350
1/4
1/4


54
393
PHE0000058
PMON68351
1/4
0/3


56
395
PHE0000060
PMON68356
1/3
0/2


59
398
PHE0000064
PMON67804
1/6
0/0


61
400
PHE0000292
PMON68888
1/2
0/0


62
401
PHE0000067
PMON67816
4/4
2/4


62
401
PHE0000067
PMON92814
1/6
0/0


63
402
PHE0000068
PMON67824
1/2
0/0


64
403
PHE0000069
PMON67821
4/5
2/3


65
404
PHE0000070
PMON67825
1/3
0/0


67
406
PHE0000072
PMON67828
1/2
0/0


72
411
PHE0000077
PMON67827
2/6
0/2


72
411
PHE0000077
PMON77890
1/2
0/0


74
413
PHE0000079
PMON67752
2/5
0/0


79
418
PHE0000086
PMON67812
1/4
0/0


80
419
PHE0000089
PMON84111
2/4
0/0


99
438
PHE0000114
PMON68361
1/2
0/0


100
439
PHE0000115
PMON68362
1/1
0/0


101
440
PHE0000116
PMON68367
1/7
0/2


102
441
PHE0000117
PMON68368
1/2
0/2


103
442
PHE0000118
PMON67811
6/7
2/6


104
443
PHE0000119
PMON68363
1/4
0/1


105
444
PHE0000120
PMON68853
2/6
0/5


108
447
PHE0000123
PMON68855
3/4
0/3


110
449
PHE0000125
PMON68369
3/7
0/4


111
450
PHE0000126
PMON69458
4/7
1/4


112
451
PHE0000127
PMON68887
2/5
0/0


114
453
PHE0000133
PMON68860
1/4
0/0


116
455
PHE0000153
PMON67817
1/6
0/5


117
456
PHE0000154
PMON67818
2/2
1/2


120
459
PHE0000158
PMON73169
2/2
2/2


129
468
PHE0000168
PMON68857
1/5
0/5


135
474
PHE0000177
PMON68881
2/3
2/3


135
474
PHE0000177
PMON92800
4/6
0/0


138
477
PHE0000180
PMON83753
1/7
0/0


140
479
PHE0000182
PMON74420
3/3
1/2


141
480
PHE0000183
PMON80258
2/5
0/5


142
481
PHE0000184
PMON84985
2/5
0/0


143
482
PHE0000185
PMON69468
3/4
1/4


146
485
PHE0000188
PMON73167
1/4
0/2


151
490
PHE0000219
PMON68865
1/2
0/0


169
508
PHE0000235
PMON73161
1/2
1/2


176
515
PHE0000243
PMON72467
1/2
0/2


182
521
PHE0000254
PMON73172
1/4
0/0


183
522
PHE0000255
PMON72459
1/1
1/1


190
529
PHE0000264
PMON68866
1/4
0/3


192
531
PHE0000266
PMON69470
3/3
1/3


193
532
PHE0000267
PMON68867
2/5
2/2


196
535
PHE0000270
PMON84751
2/4
0/0


197
536
PHE0000271
PMON84981
3/9
0/0


204
543
PHE0000279
PMON68896
2/3
2/3


205
544
PHE0000280
PMON72451
2/2
0/2


210
549
PHE0000287
PMON68898
1/2
0/0


214
553
PHE0000291
PMON72455
3/3
3/3


216
555
PHE0000294
PMON68897
2/3
0/0


217
556
PHE0000295
PMON68894
2/4
0/4


221
560
PHE0000299
PMON68875
1/2
0/2


223
562
PHE0000301
PMON68877
1/6
0/0


224
563
PHE0000302
PMON68878
1/1
0/0


227
566
PHE0000305
PMON68880
1/1
0/0


228
567
PHE0000306
PMON68882
1/1
0/0


234
573
PHE0000312
PMON72456
2/4
2/3


234
573
PHE0000312
PMON92811
11/11
0/0


235
574
PHE0000313
PMON68378
2/2
0/2


236
575
PHE0000314
PMON68379
4/4
4/4


237
576
PHE0000315
PMON68381
2/4
1/2


238
577
PHE0000316
PMON68382
1/3
1/2


239
578
PHE0000317
PMON68380
1/7
1/2


241
580
PHE0000322
PMON74403
1/1
0/0


243
582
PHE0000324
PMON73162
1/5
0/0


245
584
PHE0000326
PMON72463
1/1
0/0


246
585
PHE0000327
PMON69481
1/5
0/3


247
586
PHE0000328
PMON74416
1/4
0/4


249
588
PHE0000330
PMON73164
1/5
0/3


255
594
PHE0000336
PMON74414
2/4
0/0


262
601
PHE0000345
PMON74411
1/3
0/0


264
603
PHE0000347
PMON68386
2/2
1/2


266
605
PHE0000350
PMON74410
2/6
2/2


268
607
PHE0000352
PMON74409
3/5
1/5


269
608
PHE0000353
PMON73160
2/4
2/2


269
608
PHE0000353
PMON92582
3/8
0/0


270
609
PHE0000354
PMON81879
2/7
1/6


272
611
PHE0000356
PMON72464
1/4
0/0


284
623
PHE0000390
PMON67836
1/2
1/2


286
625
PHE0000392
PMON76335
2/2
1/2


295
634
PHE0000402
PMON67833
1/3
0/1


298
637
PHE0000412
PMON67843
2/3
2/3


301
640
PHE0000415
PMON67846
2/5
2/5


302
641
PHE0000416
PMON67847
2/2
1/2


303
642
PHE0000418
PMON69497
3/4
2/4


304
643
PHE0000419
PMON67848
3/3
2/3


306
645
PHE0000421
PMON83760
1/8
0/0


312
651
PHE0000428
PMON74417
1/1
0/0


313
652
PHE0000429
PMON74418
1/2
0/2


321
660
PHE0000437
PMON68630
1/2
0/1


324
663
PHE0000440
PMON72473
3/6
2/5


325
664
PHE0000441
PMON72474
1/5
0/1


326
665
PHE0000451
PMON72475
1/3
0/0


327
666
PHE0000452
PMON72476
1/1
0/0


338
677
PHE0000486
PMON69496
3/5
0/0


339
678
PHE0000017
PMON68850
4/4
0/3









Nitrogen Use Field Efficacy Assay

Level I. Transgenic plants provided by the present invention are planted in field without any nitrogen source being applied. Transgenic plants and control plants are grouped by genotype and construct with controls arranged randomly within genotype blocks. Each type of transgenic plants are tested by 3 replications and across 5 locations. Nitrogen levels in the fields are analyzed in early April pre-planting by collecting 30 sample soil cores from 0-24″ and 24 to 48″ soil layer. Soil samples are analyzed for nitrate-nitrogen, phosphorus(P), Potassium (K), organic matter and pH to provide baseline values. P, K and micronutrients are applied based upon soil test recommendations. A list of recombinant DNA constructs which improved growth without any nitrogen source in transgenic plants is illustrated in Table 11.














TABLE 11










Confirmed






Positive
events/Actual


NUC
PEP


events/Total
events with


SEQ
SEQ


events
confirmation


ID
ID
PHE
Construct
screened
attempted




















34
373
PHE0000040
PMON92405
1/3
0/0


62
401
PHE0000067
PMON92814
1/3
0/0


61
400
PHE0000292
PMON93851
1/3
0/0


236
575
PHE0000314
PMON94123
2/3
0/0









Level II. Transgenic plants provided by the present invention are planted in field with three levels of nitrogen (N) fertilizer being applied, i.e. low level (0 N), medium level (80 lb/ac) and high level (180 lb/ac). Liquid 28% or 32% UAN (Urea, Ammonium Nitrogen) are used as the N source and apply by broadcast boom and incorporate with a field cultivator with rear rolling basket in the same direction as intended crop rows. Although there is no N applied to the 0 N treatment the soil should still be disturbed in the same fashion as the treated area. Transgenic plants and control plants are grouped by genotype and construct with controls arranged randomly within genotype blocks. Each type of transgenic plants is tested by 3 replications and across 4 locations. Nitrogen levels in the fields are analyzed in early April pre-planting by collecting 30 sample soil cores from 0-24″ and 24 to 48″ soil layer. Soil samples are analyzed for nitrate-nitrogen, phosphorus (P), Potassium (K), organic matter and pH to provide baseline values. P, K and micronutrients are applied based upon soil test recommendations.


B. Selection for Increased Yield

Many transgenic plants of this invention exhibit improved yield as compared to a control plant. Improved yield can result from enhanced seed sink potential, i.e. the number and size of endosperm cells or kernels and/or enhanced sink strength, i.e. the rate of starch biosynthesis. Sink potential can be established very early during kernel development, as endosperm cell number and size are determined within the first few days after pollination.


Much of the increase in corn yield of the past several decades has resulted from an increase in planting density. During that period, corn yield has been increasing at a rate of 2.1 bushels/acre/year, but the planting density has increased at a rate of 250 plants/acre/year. A characteristic of modern hybrid corn is the ability of these varieties to be planted at high density. Many studies have shown that a higher than current planting density should result in more biomass production, but current germplasm does not perform. well at these higher densities. One approach to increasing yield is to increase harvest index (HI), the proportion of biomass that is allocated to the kernel compared to total biomass, in high density plantings.


Effective yield selection of enhanced yielding transgenic corn events uses hybrid progeny of the transgenic event over multiple locations with plants grown under optimal production management practices, and maximum pest control. A useful target for improved yield is a 5% to 10% increase in yield as compared to yield produced by plants grown from seed for a control plant. Selection methods may be applied in multiple and diverse geographic locations, for example up to 16 or more locations, over one or more plating seasons, for example at least two planting seasons to statistically distinguish yield improvement from natural environmental effects. It is to plant multiple transgenic plants, positive and negative control plants, and pollinator plants in standard plots, for example 2 row plots, 20 feet long by 5 feet wide with 30 inches distance between rows and a 3 foot alley between ranges. Transgenic events can be grouped by recombinant DNA constructs with groups randomly placed in the field. A pollinator plot of a high quality corn line is planted for every two plots to allow open pollination when using male sterile transgenic events. A useful planting density is about 30,000 plants/acre. High planting density is greater than 30,000 plants/acre, preferably about 40,000 plants/acre, more preferably about 42,000 plants/acre, most preferably about 45,000 plants/acre. Surrogate indicators for yield improvement include source capacity (biomass), source output (sucrose and photosynthesis), sink components (kernel size, ear size, starch in the seed), development (light response, height, density tolerance), maturity, early flowering trait and physiological responses to high density planting, for example at 45,000 plants per acre, for example as illustrated in Table 12 and 13.












TABLE 12





Timing
Evaluation
Description
comments







V2-3
Early stand
Can be taken any time after





germination and prior to




removal of any plants.


Pollen shed
GDU to 50% shed
GDU to 50% plants shedding




50% tassel.


Silking
GDU to 50% silk
GDU to 50% plants showing




silks.


Maturity
Plant height
Height from soil surface to
10 plants per plot - Yield




flag leaf attachment (inches).
team assistance


Maturity
Ear height
Height from soil surface to
10 plants per plot - Yield




primary ear attachment node.
team assistance


Maturity
Leaves above ear
visual scores: erect, size,




rolling


Maturity
Tassel size
Visual scores +/− vs. WT


Pre-Harvest
Final Stand
Final stand count prior to




harvest, exclude tillers


Pre-Harvest
Stalk lodging
No. of stalks broken below




the primary ear attachment.




Exclude leaning tillers


Pre-Harvest
Root lodging
No. of stalks leaning >45°




angle from perpendicular.


Pre-Harvest
Stay green
After physiological maturity




and when differences among




genotypes are evident: Scale




1 (90-100% tissue green) − 9




(0-19% tissue green).


Harvest
Grain Yield
Grain yield/plot (Shell




weight)


















TABLE 13





Timing
Evaluation
Description







V8-V12
Chlorophyll



V12-VT
Ear leaf area


V15-15DAP
Chl fluorescence


V15-15DAP
CER


15-25 DAP
Carbohydrates
sucrose, starch


Pre-Harvest
1st internode diameter


Pre-Harvest
Base 3 internode diameter


Pre-Harvest
Ear internode diameter


Maturity
Ear traits
diameter, length, kernel




number, kernel weight









Electron transport rates (ETR) and CO2 exchange rates (CER): ETR and CER are measured with Li6400LCF (Licor, Lincoln, Nebr.) around V9-R1 stages. Leaf chlorophyll fluorescence is a quick way to monitor the source activity and is reported to be highly correlated with CO2 assimilation under varies conditions (Photosyn Research, 37: 89-102). The youngest fully expanded leaf or 2 leaves above the ear leaf is measured with actinic light 1500 (with 10% blue light) micromol m−2 s−1, 28° C., CO2 levels 450 ppm. Ten plants are measured in each event. There are 2 readings for each plant.


A hand-held chlorophyll meter SPAD-502 (Minolta—Japan) is used to measure the total chlorophyll level on live transgenic plants and the wild type counterparts a. Three trifoliates from each plant are analyzed, and each trifoliate were analyzed three times. Then 9 data points are averaged to obtain the chlorophyll level. The number of analyzed plants of each genotype ranges from 5 to 8.


When selecting for yield improvement a useful statistical measurement approach comprises three components, i.e. modeling spatial autocorrelation of the test field separately for each location, adjusting traits of recombinant DNA events for spatial dependence for each location, and conducting an across location analysis. The first step in modeling spatial autocorrelation is estimating the covariance parameters of the semivariogram. A spherical covariance model is assumed to model the spatial autocorrelation. Because of the size and nature of the trial, it is likely that the spatial autocorrelation may change. Therefore, anisotropy is also assumed along with spherical covariance structure. The following set of equations describes the statistical form of the anisotropic spherical covariance model.








C


(

h
;
θ

)


=


v





1


(

h
=
0

)


+



σ
2



(

1
-


3
2


h

+


1
2



h
3



)




I


(

h
<
1

)





,




where I() is the indicator function, h=√{square root over ({dot over (x)}2+{dot over (y)}2)}, and






{dot over (x)}=[cos(ρπ/180)(x1−x2)−sin(ρπ/180)(y1−y2)]/ωx






{dot over (y)}=[sin(ρπ/180)(x1−x2)+cos(ρπ/180)(y1−y2)]/ωy


where s1=(x1, y1) are the spatial coordinates of one location and s2=(x2, y2) are the spatial coordinates of the second location. There are 5 covariance parameters, θ=(V, σ2, ρ, ωn, ωj), where v is the nugget effect, σ2 is the partial sill, ρ is a rotation in degrees clockwise from north, ωn is a scaling parameter for the minor axis and ωj is a scaling parameter for the major axis of an anisotropical ellipse of equal covariance. The five covariance parameters that defines the spatial trend will then be estimated by using data from heavily replicated pollinator plots via restricted maximum likelihood approach. In a multi-location field trial, spatial trend are modeled separately for each location.


After obtaining the variance parameters of the model, a variance-covariance structure is generated for the data set to be analyzed. This variance-covariance structure contains spatial information required to adjust yield data for spatial dependence. In this case, a nested model that best represents the treatment and experimental design of the study is used along with the variance-covariance structure to adjust the yield data. During this process the nursery or the seed batch effects can also be modeled and estimated to adjust the yields for any yield parity caused by seed batch differences. After spatially adjusted data from different locations are generated, all adjusted data is combined and analyzed assuming locations as replications. In this analysis, intra and inter-location variances are combined to estimate the standard error of yield from transgenic plants and control plants. Relative mean comparisons are used to indicate statistically significant yield improvements. A list of recombinant DNA constructs which show improved yield in transgenic plants is illustrated in Table 14.














TABLE 14










Confirmed






Positive
events/Actual


NUC
PEP


events/Total
events with


SEQ
SEQ


events
confirmation


ID
ID
PHE ID
Construct
screened
attempted




















12
351
PHE0000016
PMON67750
1/4
0/2


14
353
PHE0000019
PMON80879
1/3
0/0


15
354
PHE0000020
PMON81241
1/8
0/0


31
370
PHE0000034
PMON67805
1/6
0/4


32
371
PHE0000038
PMON68383
1/7
0/0


33
372
PHE0000039
PMON67807
1/3
0/2


41
380
PHE0000245
PMON68373
1/4
0/1


42
381
PHE0000246
PMON68374
1/3
0/2


43
382
PHE0000247
PMON68375
1/4
0/2


68
407
PHE0000073
PMON68357
1/6
0/5


72
411
PHE0000077
PMON67827
2/8
1/4


95
434
PHE0000108
PMON67849
1/4
0/3


101
440
PHE0000116
PMON68367
1/7
0/6


102
441
PHE0000117
PMON68368
1/2
0/1


103
442
PHE0000118
PMON67811
1/7
0/4


105
444
PHE0000120
PMON68853
1/6
0/2


112
451
PHE0000127
PMON68887
2/5
0/3


116
455
PHE0000153
PMON67817
1/6
0/5


117
456
PHE0000154
PMON67818
1/3
1/2


123
462
PHE0000161
PMON82231
1/4
0/0


135
474
PHE0000177
PMON68881
1/3
0/2


136
475
PHE0000178
PMON73166
1/2
0/1


143
482
PHE0000185
PMON69468
1/4
1/2


146
485
PHE0000188
PMON73167
1/4
0/4


148
487
PHE0000192
PMON68394
1/7
0/5


214
553
PHE0000291
PMON72455
1/3
0/3


230
569
PHE0000308
PMON68884
2/3
0/1


257
596
PHE0000338
PMON68628
1/2
0/2


263
602
PHE0000346
PMON73165
1/3
0/2


264
603
PHE0000347
PMON68386
1/2
0/2


265
604
PHE0000349
PMON68389
1/4
1/1


280
619
PHE0000386
PMON67834
1/3
0/3


303
642
PHE0000418
PMON69497
1/4
0/2


326
665
PHE0000451
PMON72475
1/3
0/0









C. Selection for Enhanced Water Use Efficiency (WUE)

Described in this example is a high-throughput method for greenhouse selection of transgenic corn plants to wild type corn plants (tested as inbreds or hybrids) for water use efficiency. This selection process imposes 3 drought/re-water cycles on plants over a total period of 15 days after an initial stress free growth period of 11 days. Each cycle consists of 5 days, with no water being applied for the first four days and a water quenching on the 5th day of the cycle. The primary phenotypes analyzed by the selection method are the changes in plant growth rate as determined by height and biomass during a vegetative drought treatment. The hydration status of the shoot tissues following the drought is also measured. The plant height are measured at three time points. The first is taken just prior to the onset drought when the plant is 11 days old, which is the shoot initial height (SIH). The plant height is also measured halfway throughout the drought/re-water regimen, on day 18 after planting, to give rise to the shoot mid-drought height (SMH). Upon the completion of the final drought cycle on day 26 after planting, the shoot portion of the plant is harvested and measured for a final height, which is the shoot wilt height (SWH) and also measured for shoot wilted biomass (SWM). The shoot is placed in water at 40 degree Celsius in the dark. Three days later, the shoot is weighted to give rise to the shoot turgid weight (STM). After drying in an oven for four days, the shoots are weighted for shoot dry biomass (SDM). The shoot average height (SAH) is the mean plant height across the 3 height measurements. The procedure described above may be adjusted for +/−˜one day for each step given the situation.


To correct for slight differences between plants, a size corrected growth value is derived from SIH and SWH. This is the Relative Growth Rate (RGR). Relative Growth Rate (RGR) is calculated for each shoot using the formula [RGR %=(SWH−SIH)/((SWH+SIH)/2)*100]. Relative water content (RWC) is a measurement of how much (%) of the plant was water at harvest. Water Content (RWC) is calculated for each shoot using the formula [RWC %=(SWM−SDM)/(STM−SDM)*100]. Fully watered corn plants of this age run around 98% RWC. A list of recombinant DNA constructs which improved water use efficiency in transgenic plants is illustrated in Table 15.














TABLE 15










Confirmed






Positive
events/Actual


NUC
PEP


events/Total
events with


SEQ
SEQ


events
confirmation


ID
ID
PHE
Construct
screened
attempted




















2
341
PHE0000006
PMON68861
3/5
0/4


5
344
PHE0000010
PMON67800
2/5
0/4


8
347
PHE0000012
PMON67806
4/9
1/8


12
351
PHE0000016
PMON67750
3/4
1/4


15
354
PHE0000020
PMON81241
2/8
0/0


16
355
PHE0000022
PMON67826
2/3
1/2


17
356
PHE0000024
PMON68354
5/7
1/5


20
359
PHE0000227
PMON68376
3/5
0/4


23
362
PHE0000049
PMON80912
1/5
0/0


31
370
PHE0000034
PMON67805
4/7
0/7


32
371
PHE0000038
PMON68383
1/8
0/1


33
372
PHE0000039
PMON67807
2/3
0/2


34
373
PHE0000040
PMON67801
3/5
0/5


34
373
PHE0000040
PMON77889
1/4
0/0


37
376
PHE0000045
PMON81293
1/8
0/4


41
380
PHE0000245
PMON68373
2/5
1/3


42
381
PHE0000246
PMON68374
2/3
1/2


43
382
PHE0000247
PMON68375
3/4
1/2


46
385
PHE0000051
PMON68859
2/4
1/2


47
386
PHE0000052
PMON67813
3/5
0/5


48
387
PHE0000382
PMON74401
1/3
0/3


51
390
PHE0000055
PMON68355
1/3
1/3


53
392
PHE0000057
PMON68350
4/4
1/4


54
393
PHE0000058
PMON68351
2/3
1/2


56
395
PHE0000060
PMON68356
3/4
2/3


61
400
PHE0000292
PMON68888
2/2
0/2


62
401
PHE0000067
PMON67816
2/4
0/3


64
403
PHE0000069
PMON67821
4/5
0/5


65
404
PHE0000070
PMON67825
3/3
1/3


67
406
PHE0000072
PMON67828
2/2
2/2


68
407
PHE0000073
PMON68357
6/9
N/A


72
411
PHE0000077
PMON67827
1/6
1/5


74
413
PHE0000079
PMON67752
5/5
1/5


79
418
PHE0000086
PMON67812
3/5
0/0


83
422
PHE0000092
PMON68359
6/7
0/4


95
434
PHE0000108
PMON67849
3/4
1/4


99
438
PHE0000114
PMON68361
1/2
0/1


101
440
PHE0000116
PMON68367
3/7
0/7


102
441
PHE0000117
PMON68368
1/2
1/2


103
442
PHE0000118
PMON67811
5/7
3/6


104
443
PHE0000119
PMON68363
2/4
1/2


105
444
PHE0000120
PMON68853
2/6
0/2


108
447
PHE0000123
PMON68855
2/4
0/3


110
449
PHE0000125
PMON68369
2/7
0/3


111
450
PHE0000126
PMON69458
1/6
0/6


112
451
PHE0000127
PMON68887
1/5
0/4


114
453
PHE0000133
PMON68860
3/4
0/4


115
454
PHE0000152
PMON77899
1/7
0/4


116
455
PHE0000153
PMON67817
3/6
1/6


117
456
PHE0000154
PMON67818
2/3
2/2


123
462
PHE0000161
PMON82231
2/4
0/0


124
463
PHE0000162
PMON75488
2/6
0/0


129
468
PHE0000168
PMON68857
1/5
0/2


134
473
PHE0000176
PMON68388
1/4
0/2


135
474
PHE0000177
PMON68881
1/3
0/2


136
475
PHE0000178
PMON73166
2/2
0/2


143
482
PHE0000185
PMON69468
3/4
0/3


144
483
PHE0000186
PMON69460
2/2
1/1


146
485
PHE0000188
PMON73167
1/4
0/4


148
487
PHE0000192
PMON68394
6/7
0/1


169
508
PHE0000235
PMON73161
2/2
0/2


170
509
PHE0000237
PMON68891
2/2
0/2


171
510
PHE0000238
PMON69466
3/3
0/3


172
511
PHE0000239
PMON72466
1/5
1/4


177
516
PHE0000249
PMON74422
1/2
0/0


180
519
PHE0000252
PMON74407
1/4
0/0


186
525
PHE0000260
PMON75487
2/6
0/0


190
529
PHE0000264
PMON68866
2/3
1/3


193
532
PHE0000267
PMON68867
1/5
1/3


203
542
PHE0000277
PMON68890
1/2
0/1


204
543
PHE0000279
PMON68896
2/3
0/2


210
549
PHE0000287
PMON68898
2/3
0/2


214
553
PHE0000291
PMON72455
1/3
0/3


216
555
PHE0000294
PMON68897
1/3
0/0


217
556
PHE0000295
PMON68894
2/2
0/2


219
558
PHE0000297
PMON68899
2/4
0/4


221
560
PHE0000299
PMON68875
1/2
1/2


223
562
PHE0000301
PMON68877
2/6
0/5


228
567
PHE0000306
PMON68882
1/1
0/1


233
572
PHE0000311
PMON72458
1/1
0/0


234
573
PHE0000312
PMON72456
2/4
0/4


235
574
PHE0000313
PMON68378
1/3
1/2


236
575
PHE0000314
PMON68379
2/4
2/4


237
576
PHE0000315
PMON68381
1/4
0/4


238
577
PHE0000316
PMON68382
1/4
0/3


239
578
PHE0000317
PMON68380
5/5
1/5


241
580
PHE0000322
PMON74403
1/1
1/1


242
581
PHE0000323
PMON68400
1/7
0/0


243
582
PHE0000324
PMON73162
4/5
1/5


245
584
PHE0000326
PMON72463
2/5
1/5


246
585
PHE0000327
PMON69481
1/5
0/5


247
586
PHE0000328
PMON74416
2/4
0/4


249
588
PHE0000330
PMON73164
1/5
0/5


251
590
PHE0000332
PMON68385
1/3
0/1


252
591
PHE0000333
PMON75470
1/6
0/0


253
592
PHE0000334
PMON68395
2/9
0/2


262
601
PHE0000345
PMON74411
6/8
2/8


263
602
PHE0000346
PMON73165
1/3
0/3


264
603
PHE0000347
PMON68386
1/2
0/1


265
604
PHE0000349
PMON68389
1/2
0/2


266
605
PHE0000350
PMON74410
1/6
0/6


268
607
PHE0000352
PMON74409
1/5
0/5


269
608
PHE0000353
PMON73160
4/4
3/4


272
611
PHE0000356
PMON72464
2/4
0/3


280
619
PHE0000386
PMON67834
1/3
0/0


294
633
PHE0000401
PMON67837
4/5
0/0


301
640
PHE0000415
PMON67846
1/5
0/0


303
642
PHE0000418
PMON69497
2/4
0/0


304
643
PHE0000419
PMON67848
2/3
0/0


310
649
PHE0000426
PMON74408
1/5
0/0


313
652
PHE0000429
PMON74418
2/3
0/2


339
678
PHE0000017
PMON68850
3/4
1/4









D. Selection for Growth Under Cold Stress

(1) Cold germination assay—Three sets of seeds are used for the assay. The first set consists of positive transgenic events (F1 hybrid) where the genes of the present invention are expressed in the seed. The second seed set is nontransgenic, wild-type negative control made from the same genotype as the transgenic events. The third set consisted of two cold tolerant and one cold sensitive commercial check lines of corn. All seeds are treated with a fungicide “Captan” (MAESTRO® 80DF Fungicide, Arvesta Corporation, San Francisco, Calif., USA). 0.43 mL Captan is applied per 45 g of corn seeds by mixing it well and drying the fungicide prior to the experiment.


Corn kernels are placed embryo side down on blotter paper within an individual cell (8.9×8.9 cm) of a germination tray (54×36 cm). Ten seeds from an event are placed into one cell of the germination tray. Each tray can hold 21 transgenic events and 3 replicates of wildtype (LH244SDms+LH59), which is randomized in a complete block design. For every event there are five replications (five trays). The trays are placed at 9.7 C for 24 days (no light) in a Convrion growth chamber (Conviron Model PGV36, Controlled Environments, Winnipeg, Canada). Two hundred and fifty millilters of deionized water are added to each germination tray. Germination counts are taken 10th, 11th, 12th, 13th, 14th, 17th, 19th, 21st, and 24th day after start date of the experiment. Seeds are considered germinated if the emerged radicle size is 1 cm. From the germination counts germination index is calculated.


The germination index is calculated as per:





Germination index=(Σ([T+1−ni]*[Pi−Pi−1]))/T


Where T is the total number of days for which the germination assay is performed. The number of days after planting is defined by n. “i” indicated the number of times the germination had been counted, including the current day. P is the percentage of seeds germinated during any given rating. Statistical differences are calculated between transgenic events and wild type control. After statistical analysis, the events that show a statistical significance at the p level of less than 0.1 relative to wild-type controls will advance to a secondary cold selection. The secondary cold screen is conducted in the same manner of the primary selection only increasing the number of repetitions to ten. Statistical analysis of the data from the secondary selection is conducted to identify the events that show a statistical significance at the p level of less than 0.05 relative to wild-type controls. A list of recombinant DNA constructs which improve growth in seed under cold stress in transgenic plants is illustrated in Table 16.














TABLE 16










Confirmed






Positive
events/Actual


NUC
PEP


events/Total
events with


SEQ
SEQ


events
confirmation


ID
ID
PHE
Construct
screened
attempted




















2
341
PHE0000006
PMON68861
1/4
0/1


5
344
PHE0000010
PMON67800
1/5
0/5


8
347
PHE0000012
PMON67808
3/7
0/3


12
351
PHE0000016
PMON67750
0/4
0/1


14
353
PHE0000019
PMON80879
1/8
0/0


16
355
PHE0000022
PMON67826
1/4
0/2


17
356
PHE0000024
PMON68354
1/7
0/5


29
368
PHE0000032
PMON83627
3/7
1/7


31
370
PHE0000034
PMON67805
5/7
4/6


33
372
PHE0000039
PMON67807
1/3
0/2


34
373
PHE0000040
PMON67801
2/5
1/4


34
373
PHE0000040
PMON92405
1/7
0/0


41
380
PHE0000245
PMON68373
1/3
0/2


42
381
PHE0000246
PMON68374
2/3
1/2


43
382
PHE0000247
PMON68375
2/4
0/2


44
383
PHE0000106
PMON92483
1/7
0/0


53
392
PHE0000057
PMON68350
3/4
1/3


56
395
PHE0000060
PMON68356
3/3
2/3


61
400
PHE0000292
PMON68888
1/2
0/2


62
401
PHE0000067
PMON67816
2/4
2/4


64
403
PHE0000069
PMON67821
1/5
0/3


68
407
PHE0000073
PMON68357
5/9
4/9


72
411
PHE0000077
PMON67827
1/6
0/5


74
413
PHE0000079
PMON67752
0/5
0/0


86
425
PHE0000098
PMON73168
1/2
0/0


92
431
PHE0000104
PMON68608
4/6
3/4


95
434
PHE0000108
PMON67849
1/4
0/2


101
440
PHE0000116
PMON68367
4/7
2/7


103
442
PHE0000118
PMON67811
5/7
2/6


105
444
PHE0000120
PMON68853
5/6
2/5


108
447
PHE0000123
PMON68855
1/5
0/3


109
448
PHE0000124
PMON68856
1/5
0/3


111
450
PHE0000126
PMON69458
2/7
1/7


112
451
PHE0000127
PMON68887
4/5
3/4


114
453
PHE0000133
PMON68860
3/4
0/4


115
454
PHE0000152
PMON77899
4/7
3/7


116
455
PHE0000153
PMON67817
6/6
5/6


117
456
PHE0000154
PMON67818
1/2
1/1


117
456
PHE0000154
PMON85035
1/7
0/0


120
459
PHE0000158
PMON73169
1/2
0/1


123
462
PHE0000161
PMON82231
1/4
0/0


124
463
PHE0000162
PMON75488
1/5
0/0


129
468
PHE0000168
PMON68857
3/5
2/3


133
472
PHE0000173
PMON73171
1/3
0/0


135
474
PHE0000177
PMON68881
1/3
0/2


136
475
PHE0000178
PMON73166
1/2
0/1


141
480
PHE0000183
PMON80258
3/5
0/5


143
482
PHE0000185
PMON69468
3/4
1/3


146
485
PHE0000188
PMON73167
1/4
1/2


148
487
PHE0000192
PMON68394
1/1
0/0


165
504
PHE0000231
PMON72498
3/7
2/7


168
507
PHE0000234
PMON73159
1/1
0/0


169
508
PHE0000235
PMON73161
2/2
0/2


170
509
PHE0000237
PMON68891
2/2
0/2


171
510
PHE0000238
PMON69466
3/3
0/3


172
511
PHE0000239
PMON72466
2/5
1/4


173
512
PHE0000240
PMON72468
3/5
1/5


182
521
PHE0000254
PMON73172
1/6
0/0


190
529
PHE0000264
PMON68866
4/4
3/4


191
530
PHE0000265
PMON69469
1/1
0/0


192
531
PHE0000266
PMON69470
3/4
2/3


193
532
PHE0000267
PMON68867
2/6
1/4


196
535
PHE0000270
PMON84751
1/5
0/1


199
538
PHE0000273
PMON74423
1/2
0/0


204
543
PHE0000279
PMON68896
1/3
0/2


210
549
PHE0000287
PMON68898
3/4
1/2


214
553
PHE0000291
PMON72455
3/3
2/3


217
556
PHE0000295
PMON68894
3/4
0/2


219
558
PHE0000297
PMON68899
1/4
1/3


220
559
PHE0000298
PMON68874
2/5
1/3


230
569
PHE0000308
PMON68884
3/3
2/2


234
573
PHE0000312
PMON72456
1/4
1/3


234
573
PHE0000312
PMON92811
2/7
0/7


236
575
PHE0000314
PMON68379
1/4
0/3


237
576
PHE0000315
PMON68381
2/4
0/2


239
578
PHE0000317
PMON68380
3/7
1/7


242
581
PHE0000323
PMON68400
4/5
2/5


246
585
PHE0000327
PMON69481
1/5
1/3


247
586
PHE0000328
PMON74416
2/6
1/2


249
588
PHE0000330
PMON73164
3/5
1/5


252
591
PHE0000333
PMON75470
2/3
0/0


253
592
PHE0000334
PMON68395
4/9
1/5


254
593
PHE0000335
PMON74413
1/6
0/2


260
599
PHE0000341
PMON68397
2/2
0/0


262
601
PHE0000345
PMON74411
7/8
3/6


266
605
PHE0000350
PMON74410
1/6
0/3


268
607
PHE0000352
PMON74409
1/5
0/3


269
608
PHE0000353
PMON73160
4/4
3/4


272
611
PHE0000356
PMON72464
4/4
0/4


280
619
PHE0000386
PMON67834
1/3
0/0


295
634
PHE0000402
PMON67833
2/3
0/1


300
639
PHE0000414
PMON67845
1
0/0


306
645
PHE0000421
PMON83760
1/8
0/0


317
656
PHE0000433
PMON74424
1/2
0/0


324
663
PHE0000440
PMON72473
5/6
1/6


325
664
PHE0000441
PMON72474
2/5
1/5


328
667
PHE0000453
PMON92409
1/4
0/0


337
676
PHE0000485
PMON69498
4/7
2/7


338
677
PHE0000486
PMON69496
2/5
1/5









(2) Cold Shock assay—The experimental set-up for the cold shock assay is the same as described in the above cold germination assay except seeds were grown in potted media for the cold shock assay.


The desired numbers of 2.5″ square plastic pots are placed on flats (n=32, 4×8). Pots were filled with Metro Mix 200 soil-less media containing 19:6:12 fertilizer (6 lbs/cubic yard) (Metro Mix, Pots and Flat are obtained from Hummert International, Earth City, Mo.). After planting seeds, pots are placed in a growth chamber set at 23° C., relative humidity of 65% with 12 hour day and night photoperiod (300 uE/m2-min). Planted seeds are watered for 20 minute every other day by sub-irrigation and flats were rotated every third day in a growth chamber for growing corn seedlings.


On the 10th day after planting the transgenic positive and wild-type negative (WT) plants are positioned in flats in an alternating pattern. Chlorophyll fluorescence of plants is measured on the 10th day during the dark period of growth by using a PAM-2000 portable fluorometer as per the manufacturer's instructions (Walz, Germany). After chlorophyll measurements, leaf samples from each event are collected for confirming the expression of genes of the present invention. For expression analysis six V1 leaf tips from each selection are randomly harvested. The flats are moved to a growth chamber set at 5° C. All other conditions such as humidity, day/night cycle and light intensity are held constant in the growth chamber. The flats are sub-irrigated every day after transfer to the cold temperature. On the 4th day chlorophyll fluorescence is measured. Plants are transferred to normal growth conditions after six days of cold shock treatment and allowed to recover for the next three days. During this recovery period the length of the V3 leaf is measured on the 1st and 3rd days. After two days of recovery V2 leaf damage is determined visually by estimating percent of green V2 leaf.


Statistical differences in V3 leaf growth, V2 leaf necrosis and fluorescence during pre-shock and cold shock can be used for estimation of cold shock damage on corn plants.


(3) Early seedling growth assay—Three sets of seeds are used for the experiment. The first set consists of positive transgenic events (F1 hybrid) where the genes of the present invention are expressed in the seed. The second seed set is nontransgenic, wild-type negative control made from the same genotype as the transgenic events. The third seed set consists of two cold tolerant and two cold sensitive commercial check lines of corn. All seeds are treated with a fungicide “Captan”, (3a,4,7,a-tetrahydro-2-[(trichloromethly)thio]-1H-isoindole-1,3(2H)-dione, Drex Chemical Co. Memphis, Tenn.).


Seeds are grown in germination paper for the early seedling growth assay. Three 12″×18″ pieces of germination paper (Anchor Paper #SD7606) are used for each entry in the test (three repetitions per transgenic event). The papers are wetted in a solution of 0.5% KNO3 and 0.1% Thyram.


For each paper fifteen seeds are placed on the line evenly spaced down the length of the paper. The fifteen seeds are positioned on the paper such that the radical would grow downward, for example longer distance to the paper's edge. The wet paper is rolled up starting from one of the short ends. The paper is rolled evenly and tight enough to hold the seeds in place. The roll is secured into place with two large paper clips, one at the top and one at the bottom. The rolls are incubated in a growth chamber at 23° C. for three days in a randomized complete block design within an appropriate container. The chamber is set for 65% humidity with no light cycle. For the cold stress treatment the rolls are then incubated in a growth chamber at 12° C. for twelve days. The chamber is set for 65% humidity with no light cycle.


After the cold treatment the germination papers are unrolled and the seeds that did not germinate are discarded. The lengths of the radicle and coleoptile for each seed are measured through an automated imaging program that automatically collects and processes the images. The imaging program automatically measures the shoot length, root length, and whole seedling length of every individual seedling and then calculates the average of each roll.


After statistical analysis, the events that show a statistical significance at the p level of less than 0.1 relative to wild-type controls will advance to a secondary cold selection. The secondary cold selection is conducted in the same manner of the primary selection only increasing the number of repetitions to five. Statistical analysis of the data from the secondary selection is conducted to identify the events that show a statistical significance at the p level of less than 0.05 relative to wild-type controls.


4. Cold Field Efficacy Trial

This example sets forth a cold field efficacy trial to identify gene constructs that confer enhanced cold vigor at germination and early seedling growth under early spring planting field conditions in conventional-till and simulated no-till environments. Seeds are planted into the ground around two weeks before local farmers are beginning to plant corn so that a significant cold stress is exerted onto the crop, named as cold treatment. Seeds also are planted under local optimal planting conditions such that the crop has little or no exposure to cold condition, named as normal treatment. The cold field efficacy trials are carried out in five locations, including Glyndon Minn., Mason Mich., Monmouth Ill., Dayton Iowa, Mystic Conn. At each location, seeds are planted under both cold and normal conditions with 3 repetitions per treatment, 20 kernels per row and single row per plot. Seeds are planted 1.5 to 2 inch deep into soil to avoid muddy conditions. Two temperature monitors are set up at each location to monitor both air and soil temperature daily.


Seed emergence is defined as the point when the growing shoot breaks the soil surface. The number of emerged seedling in each plot is counted everyday from the day the earliest plot begins to emerge until no significant changes in emergence occur. In addition, for each planting date, the latest date when emergence is 0 in all plots is also recorded. Seedling vigor is also rated at V3-V4 stage before the average of corn plant height reaches 10 inches, with 1=excellent early growth, 5=Average growth and 9=poor growth. Days to 50% emergence, maximum percent emergence and seedling vigor are calculated using SAS software for the data within each location or across all locations.


A list of recombinant DNA constructs which enhanced cold vigor at germination and early seedling growth under early spring planting field conditions in table 17.














TABLE 17










Confirmed






Positive
events/Actual


NUC
PEP


events/Total
events with


SEQ
SEQ


events
confirmation


ID
ID
PHE
Construct
screened
attempted




















31
370
PHE0000034
PMON67805

0/0


34
373
PHE0000040
PMON67801
1/5
0/0


92
431
PHE0000104
PMON68608
3/4
0/0


124
463
PHE0000162
PMON75488
1/4
0/0


129
468
PHE0000168
PMON68857
2/3
0/0


143
482
PHE0000185
PMON69468
2/3
0/0


165
504
PHE0000231
PMON72498
2/3
0/0


192
531
PHE0000266
PMON69470
2/2
0/0


242
581
PHE0000323
PMON68400
1/3
0/0


262
601
PHE0000345
PMON74411
4/4
0/0


269
608
PHE0000353
PMON73160
1/4
0/0


294
633
PHE0000401
PMON67837
1/3
0/0


310
649
PHE0000426
PMON74408
1/4
0/0


337
676
PHE0000485
PMON69498
2/3
0/0










E. Screens for Transgenic Plant Seeds with Increased Protein and/or Oil Levels


This example sets forth a high-throughput selection for identifying plant seeds with improvement in seed composition using the Infratec 1200 series Grain Analyzer, which is a near-infrared transmittance spectrometer used to determine the composition of a bulk seed sample. Near infrared analysis is a non-destructive, high-throughput method that can analyze multiple traits in a single sample scan. An NIR calibration for the analytes of interest is used to predict the values of an unknown sample. The NIR spectrum is obtained for the sample and compared to the calibration using a complex chemometric software package that provides a predicted values as well as information on how well the sample fits in the calibration.


Infratec Model 1221, 1225, or 1227 with transport module by Foss North America is used with cuvette, item # 1000-4033, Foss North America or for small samples with small cell cuvette, Foss standard cuvette modified by Leon Girard Co. Corn and soy check samples of varying composition maintained in check cell cuvettes are supplied by Leon Girard Co. NIT collection software is provided by Maximum Consulting Inc. Software. Calculations are performed automatically by the software. Seed samples are received in packets or containers with barcode labels from the customer. The seed is poured into the cuvettes and analyzed as received. The detail information has been provided in Table 18.










TABLE 18







Typical sample(s):
Whole grain corn and soybean seeds


Analytical time to run method:
Less than 0.75 min per sample


Total elapsed time per run:
1.5 minute per sample


Typical and minimum sample
Corn typical: 50 cc; minimum 30 cc


size:
Soybean typical: 50 cc; minimum 5 cc


Typical analytical range:
Determined in part by the specific



calibration.



Corn - moisture 5-15%, oil 5-20%,



protein 5-30%, starch 50-75%, and



density 1.0-1.3%.



Soybean - moisture 5-15%, oil



15-25%, and protein 35-50%.









A list of recombinant DNA constructs which improve seed compositions in terms of protein content in transgenic plants is illustrated in Table 19.














TABLE 19










Confirmed






Positive
events/Actual


NUC
PEP


events/Total
events with


SEQ
SEQ


events
confirmation


ID
ID
PHE
Construct
screened
attempted




















2
341
PHE0000006
PMON68861
1/1
0/0


6
345
PHE0000278
PMON68886
1/1
0/0


8
347
PHE0000012
PMON57626
1/8
0/1


8
347
PHE0000012
PMON67806
2/3
0/4


8
347
PHE0000012
PMON67808
1/6
2/2


12
351
PHE0000016
PMON67750
1/3
2/2


20
359
PHE0000227
PMON68376
1/5
0/0


22
361
PHE0000259
PMON74404
2/5
1/1


29
368
PHE0000032
PMON83627
8/8
3/3


31
370
PHE0000034
PMON67805
1/6
0/0


33
372
PHE0000039
PMON67807
1/2
0/3


34
373
PHE0000040
PMON67801
1/5
0/2


37
376
PHE0000045
PMON81293
1/2
0/0


41
380
PHE0000245
PMON68373
1/2
1/2


42
381
PHE0000246
PMON68374
2/2
1/4


43
382
PHE0000247
PMON68375
2/3
1/2


44
383
PHE0000106
PMON69457
1/1
0/0


47
386
PHE0000052
PMON67813
1/5
0/0


53
392
PHE0000057
PMON68350
1/3
0/0


54
393
PHE0000058
PMON68351
2/4
0/4


56
395
PHE0000060
PMON68356
3/4
6/6


59
398
PHE0000064
PMON67804
1/6
0/0


61
400
PHE0000292
PMON68888
1/3
0/1


62
401
PHE0000067
PMON67816
3/4
0/0


64
403
PHE0000069
PMON67821
3/5
0/1


67
406
PHE0000072
PMON67828
1/2
0/0


68
407
PHE0000073
PMON68357
3/6
2/6


71
410
PHE0000076
PMON68851
2/2
1/2


72
411
PHE0000077
PMON67827
1/5
2/2


72
411
PHE0000077
PMON77890
1/2
0/0


74
413
PHE0000079
PMON67752
1/5
0/0


79
418
PHE0000086
PMON67812
3/5
2/3


82
421
PHE0000091
PMON68358
1/1
0/0


83
422
PHE0000092
PMON68359
2/6
0/0


86
425
PHE0000098
PMON73168
1/4
0/0


90
429
PHE0000102
PMON67815
1/2
0/0


92
431
PHE0000104
PMON68608
2/6
0/1


99
438
PHE0000114
PMON68361
2/2
0/2


101
440
PHE0000116
PMON68367
3/7
0/4


102
441
PHE0000117
PMON68368
2/2
0/2


103
442
PHE0000118
PMON67811
6/6
 6/16


104
443
PHE0000119
PMON68363
3/4
3/6


105
444
PHE0000120
PMON68853
1/2
2/2


108
447
PHE0000123
PMON68855
4/4
2/2


110
449
PHE0000125
PMON68369
2/7
2/2


111
450
PHE0000126
PMON69458
2/8
1/1


112
451
PHE0000127
PMON68887
2/4
1/4


114
453
PHE0000133
PMON68860
1/4
0/0


115
454
PHE0000152
PMON77899
2/7
2/2


116
455
PHE0000153
PMON67817
4/6
0/0


117
456
PHE0000154
PMON67818
1/3
0/0


122
461
PHE0000160
PMON75485
1/1
0/0


124
463
PHE0000162
PMON75488
2/5
0/0


125
464
PHE0000164
PMON73170
2/2
0/0


129
468
PHE0000168
PMON68857
1/5
1/1


133
472
PHE0000173
PMON73171
2/4
0/0


134
473
PHE0000176
PMON68388
1/3
0/0


136
475
PHE0000178
PMON73166
1/2
0/0


138
477
PHE0000180
PMON83753
5/8
1/5


140
479
PHE0000182
PMON74420
1/3
1/1


143
482
PHE0000185
PMON69468
2/3
0/2


144
483
PHE0000186
PMON69460
1/2
0/0


146
485
PHE0000188
PMON73167
1/4
0/1


148
487
PHE0000192
PMON68394
1/7
0/1


149
488
PHE0000193
PMON68889
2/3
0/0


151
490
PHE0000219
PMON68865
1/3
0/0


155
494
PHE0000220
PMON74434
4/8
2/3


158
497
PHE0000223
PMON69478
1/1
1/1


165
504
PHE0000231
PMON72498
1/5
0/0


168
507
PHE0000234
PMON73159
1/1
0/0


170
509
PHE0000237
PMON68891
1/2
0/0


171
510
PHE0000238
PMON69466
1/3
0/0


172
511
PHE0000239
PMON72466
3/5
0/0


175
514
PHE0000242
PMON72470
1/3
1/1


180
519
PHE0000252
PMON74407
2/4
0/1


182
521
PHE0000254
PMON73172
1/4
0/1


186
525
PHE0000260
PMON75487
2/6
0/0


192
531
PHE0000266
PMON69470
1/3
0/3


193
532
PHE0000267
PMON68867
3/5
2/2


202
541
PHE0000276
PMON68868
1/1
0/0


203
542
PHE0000277
PMON68890
1/2
0/0


204
543
PHE0000279
PMON68896
1/1
0/0


204
543
PHE0000279
PMON68896
1/1
0/0


205
544
PHE0000280
PMON72451
1/3
0/0


214
553
PHE0000291
PMON85037
 2/15
1/2


216
555
PHE0000294
PMON68897
2/3
1/1


217
556
PHE0000295
PMON68894
3/4
0/4


219
558
PHE0000297
PMON68899
1/3
0/0


220
559
PHE0000298
PMON68874
2/4
0/1


222
561
PHE0000300
PMON68876
1/3
0/1


223
562
PHE0000301
PMON68877
3/6
0/0


228
567
PHE0000306
PMON68882
1/1
0/0


230
569
PHE0000308
PMON68884
1/2
0/2


232
571
PHE0000310
PMON68377
2/2
0/0


233
572
PHE0000311
PMON72458
1/1
0/0


234
573
PHE0000312
PMON72456
4/4
2/3


236
575
PHE0000314
PMON68379
2/4
0/0


237
576
PHE0000315
PMON68381
1/4
0/0


238
577
PHE0000316
PMON68382
2/3
1/1


239
578
PHE0000317
PMON68380
2/7
0/0


243
582
PHE0000324
PMON73162
2/5
0/0


245
584
PHE0000326
PMON72463
1/5
0/0


247
586
PHE0000328
PMON74416
3/4
0/0


249
588
PHE0000330
PMON73164
2/5
0/0


252
591
PHE0000333
PMON75470
1/4
0/0


253
592
PHE0000334
PMON68395
1/7
0/0


255
594
PHE0000336
PMON74414
2/4
0/1


258
597
PHE0000339
PMON68627
1/1
0/0


262
601
PHE0000345
PMON74411
3/8
0/0


264
603
PHE0000347
PMON68386
2/2
0/2


266
605
PHE0000350
PMON74410
3/6
1/3


268
607
PHE0000352
PMON74409
1/5
0/0


269
608
PHE0000353
PMON73160
1/4
2/2


272
611
PHE0000356
PMON72464
2/4
0/0


280
619
PHE0000386
PMON67834
1/3
0/1


291
630
PHE0000398
PMON72488
1/2
0/0


296
635
PHE0000403
PMON67831
1/3
0/3


298
637
PHE0000412
PMON67843
2/4
0/0


300
639
PHE0000414
PMON67845
1/1
0/0


301
640
PHE0000415
PMON67846
1/5
0/1


303
642
PHE0000418
PMON69497
2/4
2/2


306
645
PHE0000421
PMON83760
6/8
1/1


309
648
PHE0000425
PMON72495
1/1
0/0


310
649
PHE0000426
PMON74408
2/5
0/0


312
651
PHE0000428
PMON74417
1/1
0/0


317
656
PHE0000433
PMON74424
2/2
0/1


321
660
PHE0000437
PMON68630
3/4
2/3


324
663
PHE0000440
PMON72473
4/6
0/0


325
664
PHE0000441
PMON72474
3/5
0/0


326
665
PHE0000451
PMON72475
1/2
0/1


329
668
PHE0000454
PMON72477
1/3
0/0


331
670
PHE0000469
PMON68636
1/3
0/1


338
677
PHE0000486
PMON69496
1/5
0/0


339
678
PHE0000017
PMON68850
1/4
0/0









A list of recombinant DNA constructs which improve seed compositions in terms of oil content in transgenic plants is illustrated in Table 20.














TABLE 20










Confirmed






Positive
events/Actual


NUC
PEP


events/Total
events with


SEQ
SEQ


events
confirmation


ID
ID
PHE
Construct
screened
attempted




















2
341
PHE0000006
PMON68861
1/3
0/0


8
347
PHE0000012
PMON57626
1/2
0/0


8
347
PHE0000012
PMON67806
1/3
0/2


8
347
PHE0000012
PMON67808
1/6
2/4


12
351
PHE0000016
PMON67750
2/3
1/4


34
373
PHE0000040
PMON67801
1/5
0/2


34
373
PHE0000040
PMON77889
1/2
0/0


40
379
PHE0000244
PMON68372
1/1
1/2


41
380
PHE0000245
PMON68373
2/2
1/4


42
381
PHE0000246
PMON68374
1/2
0/2


43
382
PHE0000247
PMON68375
1/3
0/2


46
385
PHE0000051
PMON68859
1/3
0/0


47
386
PHE0000052
PMON67813
1/4
0/0


54
393
PHE0000058
PMON68351
1/3
0/3


56
395
PHE0000060
PMON68356
1/3
1/3


68
407
PHE0000073
PMON68357
2/6
0/4


71
410
PHE0000076
PMON68851
1/2
0/0


72
411
PHE0000077
PMON67827
1/5
1/2


101
440
PHE0000116
PMON68367
1/7
0/3


102
441
PHE0000117
PMON68368
1/2
0/2


103
442
PHE0000118
PMON67811
6/6
 4/15


105
444
PHE0000120
PMON68853
1/2
1/2


108
447
PHE0000123
PMON68855
1/3
0/2


110
449
PHE0000125
PMON68369
1/3
0/0


111
450
PHE0000126
PMON69458
1/3
0/0


129
468
PHE0000168
PMON68857
1/4
0/0


169
508
PHE0000235
PMON73161
1/2
0/0


182
521
PHE0000254
PMON73172
1/2
0/0


193
532
PHE0000267
PMON68867
1/4
1/2


214
553
PHE0000291
PMON72455
1/3
0/0


216
555
PHE0000294
PMON68897
1/1
0/0


217
556
PHE0000295
PMON68894
1/2
0/2


219
558
PHE0000297
PMON68899
1/4
0/0


221
560
PHE0000299
PMON68875
1/1
0/0


222
561
PHE0000300
PMON68876
1/1
0/0


223
562
PHE0000301
PMON68877
1/6
0/0


238
577
PHE0000316
PMON68382
1/1
0/0


249
588
PHE0000330
PMON73164
2/5
0/0


269
608
PHE0000353
PMON73160
1/4
1/2


272
611
PHE0000356
PMON72464
1/4
0/0


296
635
PHE0000403
PMON67831
1/2
0/1


304
643
PHE0000419
PMON67848
1/2
0/0


321
660
PHE0000437
PMON68630
1/2
0/0


326
665
PHE0000451
PMON72475
1/1
0/0


327
666
PHE0000452
PMON72476
1/1
0/0









Example 8
Consensus Sequence

This example illustrates the identification of consensus amino acid sequence for the proteins and homologs encoded by DNA that is used to prepare the transgenic seed and plants of this invention having enhanced agronomic traits.


ClustalW program was selected for multiple sequence alignments of the amino acid sequence of SEQ ID NO: 357, 358, 369, 397, 468, 497, 508, 512, 514, 516, 518, 541, 551, 570, 578, 608, 645, 653, 658, 660, 668, 669 and their homologs. Three major factors affecting the sequence alignments dramatically are (1) protein weight matrices; (2) gap open penalty; (3) gap extension penalty. Protein weight matrices available for ClustalW program include Blosum, Pam and Gonnet series. Those parameters with gap open penalty and gap extension penalty were extensively tested. On the basis of the test results, Blosum weight matrix, gap open penalty of 10 and gap extension penalty of 1 were chosen for multiple sequence alignment. FIG. 1 shows the consensus sequence of SEQ ID NO: 358 and its homologs. The symbols for consensus sequence are (1) uppercase letters for 100% identity in all positions of multiple sequence alignment output; (2) lowercase letters for >=70% identity; symbol; (3) “X” indicated <70% identity; (4) dashes “−” meaning that gaps were in >=70% sequences.


The consensus amino acid sequence can be used to identify DNA corresponding to the full scope of this invention that is useful in providing transgenic plants, for example corn and soybean plants with enhanced agronomic traits, for example improved nitrogen use efficiency, improved yield, improved water use efficiency and/or improved growth under cold stress, due to the expression in the plants of DNA encoding a protein with amino acid sequence identical to the consensus amino acid sequence.


Example 9
Pfam Domain Module Annoation

This example illustrates the identification of domain and domain module by Pfam analysis.


The amino acid sequence of the expressed proteins that were shown to be associated with an enhanced trait were analyzed for Pfam protein family against the current Pfam collection of multiple sequence alignments and hidden Markov models using the HMMER software in the appended computer listing. The Pfam domain modules and individual protein domain for the proteins of SEQ ID NO: 340 through 678 are shown in Table 21 and Table 22 respectively. The Hidden Markov model databases for the identified protein families are also in the appended computer listing allowing identification of other homologous proteins and their cognate encoding DNA to enable the full breadth of the invention for a person of ordinary skill in the art. Certain proteins are identified by a single Pfam domain and others by multiple Pfam domains. For instance, the protein with amino acids of SEQ ID NO: 401 is characterized by two Pfam domains, i.e KOW and eIF-5a. See also the protein with amino acids of SEQ ID NO: 346 which is characterized by two copies of the Pfam domain “AP2”. In Table 22 “score” is the gathering score for the Hidden Markov Model of the domain which exceeds the gathering cutoff reported in Table 23.











TABLE 21





PEP SEQ ID




NO
Pfam module annoation
pfam coordinates







340
Cellulose_synt
167-977


341
AP2::B3
67-129::192-300


342
AP2::B3
66-128::181-294


343
AP2::B3
64-126::177-286


344
AP2
5-69


345
AP2
13-77


346
AP2::AP2
111-174::203-267


347
MIP
11-231


348
Cyclin_N::Cyclin_C
63-195::197-317


349
Glyco_hydro_32N::Glyco_hydro_32C
118-438::479-601


350
Dicty_CAR
12-328


351
KNOX1::KNOX2::ELK::Homeobox
102-146::153-204::242-263::273-324


352
CDC48_N::AAA::AAA
30-116::247-431::520-707


353
AOX
55-330


354
AOX
26-333


355
Aa_trans
32-471


356
PI3_PI4_kinase
169-432


359
FA_desaturase
156-400


360
FA_desaturase
147-391


361
FA_desaturase
140-384


362
PAS_2::GAF::Phytochrome::PAS::
70-186::219-404::415-595::622-737::752-877::897-956::



PAS::HisKA::HATPase_c
1011-1123


363
PAS_2::GAF::Phytochrome::PAS::
70-186::219-404::415-595::622-737::752-877::897-956::



PAS::HisKA::HATPase_c
1011-1123


364
PAS_2::GAF::Phytochrome::PAS::
105-226::259-442::453-632::663-779::794-916::936-1000::



PAS::HisKA::HATPase_c
1048-1160


365
PAS_2::GAF::Phytochrome::PAS::
114-234::267-449::460-639::670-786::801-923::943-1007::



PAS::HisKA::HATPase_c
1055-1167


366
PAS_2::GAF::Phytochrome::PAS::
68-184::217-400::411-591::622-737::752-877::898-961::



PAS::HisKA::HATPase_c
1009-1121


367
PAS_2::GAF::Phytochrome::PAS::
67-183::216-399::410-590::620-735::750-875::896-959::



PAS::HisKA::HATPase_c
1007-1121


368
Linker_histone::AT_hook::AT_hook::
21-97::98-110::129-141::154-166::192-204



AT_hook::AT_hook


370
GFO_IDH_MocA::GFO_IDH_MocA_C
11-129::130-236


371
Cyclin_N::Cyclin_C
54-186::188-314


372
PAS_3::PAS_3::Pkinase
141-233::415-507::582-870


373
Globin
17-157


374
Cyclin_N::Cyclin_C
165-291::293-413


375
Cyclin_N
4-144


376
Cyclin_N::Cyclin_C
157-283::285-405


377
Cyclin_N::Cyclin_C
243-370::372-499


378
Cyclin_N::Cyclin_C
166-292::294-415


379
SRF-TF::K-box
9-59::69-172


380
SRF-TF::K-box
13-63::73-178


381
SRF-TF::K-box
9-59::72-171


382
SRF-TF::K-box
9-59::73-171


383
Cyclin_N::Cyclin_C
244-371::373-500


384
Cyclin_N::Cyclin_C
104-233::235-363


385
Cyclin_N::Cyclin_C
163-289::291-411


386
Cyclin_N::Cyclin_C
228-354::356-477


387
Cyclin_N::Cyclin_C
173-299::301-421


388
Cyclin_N::Cyclin_C
187-312::314-441


389
Cyclin_N
47-190


390
Cyclin_N::Cyclin_C
43-176::178-298


391
Cyclin_N
55-184


392
NDK
75-209


393
NDK
89-223


394
NDK
2-134


395
NDK
2-135


396
SNF2_N::Helicase_C
560-842::891-970


398
NDK
33-170


399
HEAT::HEAT::HEAT::FAT::PI3_PI4_kinase::FATC
248-284::746-782::787-824::1461-1847::2118-2368::2438-2470


400
eIF-5a
86-155


401
KOW::eIF-5a
26-60::84-151


402
DS
45-377


403
Ribosomal_L18p
26-173


404
Orn_Arg_deC_N::Orn_DAP_Arg_deC
91-326::329-460


405
IBN_N
29-93


406
SAM_decarbox
23-396


407
SAM_decarbox
12-319


408
SAM_decarbox
12-346


409
RB_A::RB_B
274-475::594-721


410
Gemini_AL1::Gemini_AL1_M
9-127::129-233


411
Globin::FAD_binding_6::NAD_binding_1
6-133::151-263::276-373


412
AP2
4-68


413
FAE1_CUT1_RppA::ACP_syn_III_C
79-367::381-465


414
Cyclin_N::Cyclin_C
189-315::317-441


415
ABC_tran::ABC2_membrane::PDR_CDR::
186-386::503-715::724-887::898-1087::1186-1404



ABC_tran::ABC2_membrane


416
Cyclin_N
66-173


417
Pkinase
19-299


418
Pkinase
20-346


419
PTR2
99-507


420
PTR2
113-517


421
RRM_1::RRM_1
98-165::216-286


422
SET
110-239


423
HSF_DNA-bind
173-416


424
Clp_N::Clp_N::AAA::AAA_2
17-69::98-148::204-398::598-763


425
Clp_N::Clp_N::AAA::AAA_2
17-69::94-145::201-395::596-760


426
Clp_N::Clp_N::AAA::AAA_2
20-71::96-147::203-397::602-767


427
Clp_N::Clp_N::AAA::AAA_2
17-69::94-145::201-395::596-763


428
Cyclin_N
47-183


429
polyprenyl_synt
37-308


430
polyprenyl_synt
45-316


431
polyprenyl_synt
47-318


432
Cyclin_N
56-202


433
Cyclin_N::Cyclin_C
79-193::195-327


434
MtN3_slv::MtN3_slv
6-95::128-214


435
MtN3_slv::MtN3_slv
7-96::129-215


436
MtN3_slv::MtN3_slv
8-77::125-211


437
PAS::Pkinase
111-222::480-732


438
SET
86-232


439
Response_reg
13-149


440
Response_reg::Myb_DNA-binding
15-128::203-253


441
Response_reg::CCT
26-142::660-698


442
Response_reg::CCT
44-160::588-626


443
Response_reg::Myb_DNA-binding
26-139::213-263


444
Response_reg::Myb_DNA-binding
13-126::197-247


445
Response_reg
10-139


446
Response_reg
12-135


447
Response_reg
42-177


448
Response_reg
37-157


449
Response_reg::CCT
28-153::457-495


450
bZIP_1
64-128


451
GRAS
149-455


452
GRAS
162-497


453
WD40::WD40::WD40::WD40::WD40::WD40
56-94::98-136::147-186::194-234::239-277::334-372


454
14-3-3
7-242


455
14-3-3
7-242


456
14-3-3
9-246


457
zf-NF-X1::zf-NF-X1::zf-NF-X1::zf-
209-227::262-281::315-334::369-389::423-442



NF-X1::zf-NF-X1


458
TAP42
30-367


459
14-3-3
5-241


460
FBPase
71-406


461
FBPase
2-329


462
FBPase_glpX
2-334


463
FBPase
18-341


464
AAA
217-404


465
S1::S1::S1
603-676::1173-1245::1261-1336


466
DUF902::DUF906
407-464::533-800


469
CS
5-79


470
FKBP_C::FKBP_C::FKBP_C::TPR_1::TPR_1
53-147::169-264::286-383::452-485::486-519


471
TPR_1::TPR_1::TPR_1::TPR_1::
5-38::40-73::74-107::262-295::336-369::396-429::430-463::



TPR_1::TPR_1::TPR_1::TPR_1
464-497


472
TPR_1::TPR_1
83-116::121-154


473
Ribonuclease_T2
28-217


474
GDA1_CD39
91-547


475
Acid_phosphat_A
65-399


476
Sugar_tr
22-517


477
Sugar_tr
26-520


478
Citrate_synt
47-413


479
Citrate_synt
46-409


480
Citrate_synt
78-455


481
Citrate_synt
90-458


482
Citrate_synt
100-468


483
Ferritin
88-233


484
Ferritin
91-236


485
Ferritin
7-144


486
LEA_4::LEA_4
10-79::90-163


487
HSF_DNA-bind
15-189


488
HSF_DNA-bind
22-224


489
DS
44-361


490
Carb_anhydrase
75-310


491
Carb_anhydrase
38-264


492
Mito_carr::Mito_carr::Mito_carr
24-123::129-236::247-338


493
Wzy_C
311-377


494
RNase_PH
15-135


495
DEAD::Helicase_C::DSHCT
331-484::686-767::1094-1286


496
TPR_1::TPR_1::TPR_1::TPR_1
508-541::702-735::736-769::1226-1259


498
RNase_PH::RNase_PH_C
21-153::156-220


499
GTP_EFTU
265-516


500
GTP_EFTU::GTP_EFTU_D2::GTP_EFTU_D3
391-619::641-708::713-821


501
TP_methylase
4-211


502
TP_methylase
221-432


503
TP_methylase
120-333


504
Asp
85-441


505
Asp
148-505


506
Asp
139-476


509
Dehydrin
14-167


510
Dehydrin
25-286


515
HSP9_HSP12
1-59


519
F-box::LRR_2
17-64::299-323


520
LRR_2::LRR_1::LRR_1::LRR_1
389-414::415-437::465-489::568-591


521
F-box::FBA_1
3-47::202-359


522
F-box::LRR_2
62-108::414-438


523
2OG-Fell_Oxy
158-258


524
Aminotran_1_2
50-438


525
FA_desaturase
73-313


526
Pyridoxal_deC
63-412


527
p450
40-480


528
p450
44-477


529
p450
60-515


530
p450
42-496


531
p450
73-511


532
p450
41-466


533
LRRNT_2::LRR_1::LRR_1::LRR_1::
127-167::194-216::218-240::266-288::290-312::314-336::



LRR_1::LRR_1::LRR_1::LRR_1::
338-360::362-384::458-480::551-573::575-597::598-620::



LRR_1::LRR_1::LRR_1::LRR_1::
646-668::670-692::694-716::718-741::754-776::778-800::



LRR_1::LRR_1::LRR_1::LRR_1::
826-848::851-870::875-894::927-949::951-973::1114-1396



LRR_1::LRR_1::LRR_1::LRR_1::



LRR_1::LRR_1::LRR_1::Pkinase


534
E2F_TDP::E2F_TDP
12-77::148-224


536
E2F_TDP
111-176


537
Dicty_CAR
14-321


538
Mlo
6-494


539
Mlo
32-520


540
G-alpha
12-376


542
AP2
128-193


543
Aa_trans
32-427


544
Aa_trans
34-465


545
AT_hook::AT_hook::AT_hook::AT_hook::
151-163::214-226::294-306::324-336::397-548::575-675::



YDG_SRA::Pre-SET::SET
677-830


546
GRAS
146-452


547
MAT1
14-193


548
Cystatin
48-135


549
Cystatin::Cystatin
49-137::156-247


550
Cystatin
14-104


552
PI3_PI4_kinase
172-437


553
DS
47-363


554
GRAS
217-521


555
GRAS
165-471


556
UQ_con
20-159


557
UPF0016::UPF0016
9-84::145-220


558
AAA
212-399


559
CS
5-81


560
CS
19-95


561
CS
5-81


562
CS
5-80


563
Metallophos
44-255


564
Metallophos
50-259


565
Ribonuclease_T2
23-245


566
Ribonuclease_T2
39-247


567
Ribonuclease_T2
30-215


568
Ribonuclease_T2
28-217


569
HLH
19-68


571
RNase_PH::RNase_PH_C
29-169::199-265


572
14-3-3
3-240


573
14-3-3
8-245


574
IF4E
5-206


575
IF4E
6-227


576
IF4E
7-210


577
IF4E
1-220


579
GRAS
154-464


580
Catalase
18-401


581
Catalase
18-402


582
peroxidase
17-224


583
GDI
1-438


584
GDI
1-452


585
Rho_GDI
35-245


586
Cu_bind_like
47-125


587
Cu_bind_like
42-120


588
Cu_bind_like
42-120


589
Cu_bind_like
45-105


590
Cu_bind_like
39-121


591
ADH_zinc_N
160-307


592
ADH_zinc_N
152-299


593
ADH_zinc_N
165-314


594
ADH_N::ADH_zinc_N
33-115::146-290


595
Abhydrolase_1
175-412


596
Hexapep::Hexapep::Hexapep::Hexapep
65-82::91-108::117-134::135-152


597
AhpC-TSA
7-185


598
AhpC-TSA
5-182


599
AhpC-TSA
51-233


600
Redoxin
4-176


601
AhpC-TSA
69-248


602
Redoxin
68-211


603
HSP20
134-240


604
HSP20
77-181


605
HSP20
85-182


606
HSP20
60-163


607
HSP20
50-153


609
OPT
104-758


610
Xan_ur_permease
35-432


611
Xan_ur_permease
38-445


612
F-box::Tub
57-112::123-480


613
Tub
1-251


614
HMG_CoA_synt_N::HMG_CoA_synt_C
5-178::179-453


615
HMG_CoA_synt_N::HMG_CoA_synt_C
45-216::217-490


616
GRAS
176-480


617
Pkinase
23-304


618
E1-E2_ATPase::Hydrolase
34-255::259-545


619
E1-E2_ATPase
225-473


621
Hydrolase
512-930


622
Hydrolase
457-898


623
FBPase
66-379


624
FBPase
13-337


625
FBPase
68-380


626
FBPase
63-374


627
Myb_DNA-binding::Myb_DNA-
4-53::59-104



binding


628
Myb_DNA-binding::Myb_DNA-
4-53::59-104



binding


629
KNOX1::KNOX2::ELK::Homeobox
88-132::135-186::232-253::255-314


630
KNOX1::KNOX2::ELK::Homeobox
65-109::117-168::205-226::228-287


631
KNOX1::KNOX2::ELK::Homeobox
57-101::104-155::202-223::225-284


632
bZIP_1
227-289


633
Myb_DNA-binding
59-104


634
Aa_trans
27-433


635
Aa_trans
31-433


636
Aa_trans
59-459


637
Sugar_tr
26-487


638
Sugar_tr
26-489


639
Sugar_tr
29-489


640
Sugar_tr
29-552


641
Sugar_tr
101-535


642
Sugar_tr
53-503


643
Sugar_tr
47-479


644
MFS_1
40-463


646
Sugar_tr
27-490


647
Sugar_tr
26-488


648
p450
35-499


649
WD40::WD40
160-197::249-288


650
WD40::WD40
740-779::826-863


651
HLH
14-63


652
HO-ZIP_N::Homeobox::HALZ
1-96::123-177::178-222


654
GH3
15-570


655
Oxidored_FMN
10-345


656
Oxidored_FMN
1-330


657
Oxidored_FMN
11-342


659
TPR_1::TPR_2
78-111::112-145


661
TPR_2::TPR_1::TPR_1::TPR_2::
2-35::36-69::70-103::253-286::287-320::328-365::392-425::



TPR_1::TPR_1::TPR_1::TPR_1::
426-459::460-493



TPR_1


662
TPR_1::TPR_1::TPR_2
124-157::158-191::192-225


663
TPR_1::TPR_1::TPR_2::U-box
14-47::48-81::82-115::195-269


664
TPR_1::TPR_1::TPR_1::U-box
16-49::50-83::84-117::197-271


665
SRF-TF
9-59


666
SRF-TF::K-box
9-59::69-173


667
SRF-TF::K-box
9-59::75-174


670
CRAL_TRIO_N::CRAL_TRIO
20-87::110-296


671
CRAL_TRIO_N::CRAL_TRIO
1-71::90-275


672
CRAL_TRIO
87-251


673
CRAL_TRIO
91-264


674
CRAL_TRIO_N::CRAL_TRIO
19-86::101-255


675
Methyltransf_7
36-369


676
Methyltransf_7
36-382


677
Methyltransf_7
38-378


678
FtsH_ext::AAA::Peptidase_M41
77-223::249-436::443-653





















TABLE 22





PEP SEQ







ID NO
Pfam domain name
begin
stop
score
E-value




















340
Cellulose_synt
167
977
2072.7
0


341
AP2
67
129
130.5
4.20E−36


341
B3
192
300
134
3.80E−37


342
AP2
66
128
113
8.10E−31


342
B3
181
294
124.3
3.30E−34


343
AP2
64
126
104.4
3.00E−28


343
B3
177
286
116.1
9.30E−32


344
AP2
5
69
130.5
4.30E−36


345
AP2
13
77
131
3.10E−36


346
AP2
111
174
102.2
1.40E−27


346
AP2
203
267
87.7
3.30E−23


347
MIP
11
231
379.7
4.00E−111


348
Cyclin_N
63
195
120.1
5.80E−33


348
Cyclin_C
197
317
19.9
0.00099


349
Glyco_hydro_32N
118
438
651.3
7.20E−193


349
Glyco_hydro_32C
479
601
147.9
2.40E−41


350
Dicty_CAR
12
328
−10.2
5.20E−06


351
KNOX1
102
146
90.4
5.10E−24


351
KNOX2
153
204
101.2
2.90E−27


351
ELK
242
263
37
6.00E−08


351
Homeobox
273
324
−1.9
0.0072


352
CDC48_N
30
116
134.7
2.30E−37


352
AAA
247
431
328
1.50E−95


352
AAA_5
247
379
8.9
0.00035


352
AAA
520
707
344.1
2.10E−100


353
AOX
55
330
700.5
1.10E−207


354
AOX
26
333
421.3
1.30E−123


355
Aa_trans
32
471
375.7
6.60E−110


356
PI3_PI4_kinase
169
432
249.7
5.80E−72


359
FA_desaturase
156
400
352.8
5.40E−103


360
FA_desaturase
147
391
347.8
1.70E−101


361
FA_desaturase
140
384
347.7
1.80E−101


362
PAS_2
70
186
222
1.20E−63


362
GAF
219
404
108.4
1.90E−29


362
Phytochrome
415
595
409.1
5.90E−120


362
PAS
622
737
96.6
6.70E−26


362
PAS
752
877
107.4
4.00E−29


362
HisKA
897
956
26.9
6.50E−05


362
HATPase_c
1011
1123
64.4
3.40E−16


363
PAS_2
70
186
231.6
1.60E−66


363
GAF
219
404
108.7
1.60E−29


363
Phytochrome
415
595
406.5
3.50E−119


363
PAS
622
737
90.4
5.10E−24


363
PAS_4
628
742
18.4
0.0029


363
PAS
752
877
97.5
3.60E−26


363
HisKA
897
956
31.6
2.50E−06


363
HATPase_c
1011
1123
61.2
3.10E−15


364
PAS_2
105
226
209.2
8.50E−60


364
GAF
259
442
111.8
1.90E−30


364
Phytochrome
453
632
405.1
9.30E−119


364
PAS
663
779
117.2
4.40E−32


364
PAS_4
669
784
19
0.0025


364
PAS
794
916
106.7
6.40E−29


364
HisKA
936
1000
45.6
1.50E−10


364
HATPase_c
1048
1160
60.9
3.90E−15


365
PAS_2
114
234
214.8
1.80E−61


365
GAF
267
449
114.3
3.20E−31


365
Phytochrome
460
639
417
2.50E−122


365
PAS
670
786
118.1
2.40E−32


365
PAS_4
676
791
22.5
0.0011


365
PAS
801
923
87.6
3.60E−23


365
HisKA
943
1007
54.8
2.60E−13


365
HATPase_c
1055
1167
56.9
6.20E−14


366
PAS_2
68
184
237.8
2.10E−68


366
GAF
217
400
119.9
6.80E−33


366
Phytochrome
411
591
408.6
8.00E−120


366
PAS
622
737
88.5
1.90E−23


366
PAS_4
628
742
18.5
0.0028


366
PAS
752
877
71.9
1.90E−18


366
HisKA
898
961
37.4
4.70E−08


366
HATPase_c
1009
1121
52.1
1.70E−12


367
PAS_2
67
183
229.3
7.60E−66


367
GAF
216
399
119.3
1.00E−32


367
Phytochrome
410
590
383.7
2.50E−112


367
PAS
620
735
82.8
9.70E−22


367
PAS
750
875
78.3
2.20E−20


367
HisKA
896
959
38.9
1.60E−08


367
HATPase_c
1007
1121
61.9
1.90E−15


368
Linker_histone
21
97
27.1
1.80E−05


368
AT_hook
98
110
11.4
0.22


368
AT_hook
129
141
7.4
1.1


368
AT_hook
154
166
8.8
0.65


368
AT_hook
192
204
13.6
0.096


370
GFO_IDH_MocA
11
129
167.6
2.90E−47


370
NAD_binding_3
17
128
7.5
0.00084


370
GFO_IDH_MocA_C
130
236
44.9
2.50E−10


371
Cyclin_N
54
186
115.8
1.20E−31


371
Cyclin_C
188
314
23.7
0.00051


372
PAS
116
230
22.8
0.0011


372
PAS_3
141
233
22.8
0.00057


372
PAS
390
504
10.5
0.038


372
PAS_3
415
507
20.3
0.00099


372
Pkinase
582
870
291.4
1.60E−84


373
Globin
17
157
113.2
6.90E−31


374
Cyclin_N
165
291
230.4
3.80E−66


374
Cyclin_C
293
413
191.2
2.30E−54


375
Cyclin_N
4
144
52.4
1.40E−12


376
Cyclin_N
157
283
241.8
1.40E−69


376
Cyclin_C
285
405
178.3
1.80E−50


377
Cyclin_N
243
370
235
1.50E−67


377
Cyclin_C
372
499
182.3
1.10E−51


378
Cyclin_N
166
292
221.3
2.00E−63


378
Cyclin_C
294
415
160.2
5.00E−45


379
SRF-TF
9
59
103
8.00E−28


379
K-box
69
172
38.7
1.80E−08


380
SRF-TF
13
63
94.5
3.00E−25


380
K-box
73
178
30.7
1.10E−06


381
SRF-TF
9
59
99.2
1.10E−26


381
K-box
72
171
30.3
1.10E−06


382
SRF-TF
9
59
99.2
1.10E−26


382
K-box
73
171
38.5
2.20E−08


383
Cyclin_N
244
371
237.7
2.20E−68


383
Cyclin_C
373
500
188.6
1.40E−53


384
Cyclin_N
104
233
228.8
1.10E−65


384
Cyclin_C
235
363
142
1.50E−39


385
Cyclin_N
163
289
221.7
1.50E−63


385
Cyclin_C
291
411
165.9
9.20E−47


386
Cyclin_N
228
354
221.6
1.70E−63


386
Cyclin_C
356
477
173.9
3.70E−49


387
Cyclin_N
173
299
229.1
8.80E−66


387
Cyclin_C
301
421
173.6
4.50E−49


388
Cyclin_N
187
312
228.5
1.30E−65


388
Cyclin_C
314
441
164.7
2.10E−46


389
Cyclin_N
47
190
39.2
1.30E−08


390
Cyclin_N
43
176
131.2
2.60E−36


390
Cyclin_C
178
298
18.6
0.0013


391
Cyclin_N
55
184
74.6
2.90E−19


392
NDK
75
209
338.6
9.90E−99


393
NDK
89
223
317.2
2.70E−92


394
NDK
2
134
312.4
7.30E−91


395
NDK
2
135
357.4
2.10E−104


396
SNF2_N
560
842
279.9
4.50E−81


396
Helicase_C
891
970
88.9
1.40E−23


398
NDK
33
170
137.8
2.80E−38


399
HEAT
248
284
14.6
0.33


399
HEAT
746
782
18.8
0.019


399
HEAT
787
824
27.7
3.90E−05


399
FAT
1461
1847
532.7
3.70E−157


399
PI3_PI4_kinase
2118
2368
376.4
4.00E−110


399
FATC
2438
2470
72.4
1.30E−18


400
eIF-5a
86
155
133.7
4.80E−37


401
KOW
26
60
30.5
5.40E−06


401
eIF-5a
84
151
151.5
2.10E−42


402
DS
45
377
776.6
1.40E−230


403
Ribosomal_L18p
26
173
282.5
7.40E−82


404
Orn_Arg_deC_N
91
326
431.3
1.30E−126


404
Orn_DAP_Arg_deC
329
460
140.4
4.60E−39


405
IBN_N
29
93
27.9
3.30E−05


406
SAM_decarbox
23
396
657.2
1.20E−194


407
SAM_decarbox
12
319
557.6
1.10E−164


408
SAM_decarbox
12
346
668.3
5.40E−198


409
RB_A
274
475
423.5
2.80E−124


409
RB_B
594
721
245.3
1.20E−70


410
Gemini_AL1
9
127
269.6
5.70E−78


410
Gemini_AL1_M
129
233
190.4
3.90E−54


411
Globin
6
133
69.8
8.00E−18


411
FAD_binding_6
151
263
30.4
3.50E−07


411
NAD_binding_1
276
373
19.6
2.50E−05


412
AP2
4
68
133.3
6.30E−37


413
FAE1_CUT1_RppA
79
367
749.5
2.00E−222


413
Chal_sti_synt_C
324
467
8.3
0.00033


413
ACP_syn_III_C
381
465
21.3
8.20E−08


414
Cyclin_N
189
315
212.9
6.80E−61


414
Cyclin_C
317
441
138.9
1.30E−38


415
ABC_tran
186
386
140.7
3.60E−39


415
ABC2_membrane
503
715
206.4
6.00E−59


415
PDR_CDR
724
887
213.4
4.70E−61


415
ABC_tran
898
1087
78
2.70E−20


415
ABC2_membrane
1186
1404
179.2
9.60E−51


416
Cyclin_N
66
173
−1.1
0.00017


417
Pkinase
19
299
324
2.40E−94


418
Pkinase
20
346
243.6
3.90E−70


419
PTR2
99
507
587.7
9.90E−174


420
PTR2
113
517
353.1
4.20E−103


421
RRM_1
98
165
22.9
0.001


421
RRM_1
216
286
33
9.90E−07


422
SET
110
239
181.9
1.40E−51


423
HSF_DNA-bind
173
416
227.7
2.30E−65


424
Clp_N
17
69
33
9.70E−07


424
Clp_N
98
148
54.7
2.80E−13


424
AAA
204
398
53.6
6.00E−13


424
AAA_2
598
763
366.2
4.70E−107


424
AAA_5
602
768
21.2
3.90E−05


425
Clp_N
17
69
63.3
7.10E−16


425
Clp_N
94
145
55.2
2.00E−13


425
AAA
201
395
47.8
3.30E−11


425
AAA_2
596
760
383.5
2.90E−112


425
AAA_5
600
765
32.9
1.00E−06


426
Clp_N
20
71
60.3
5.90E−15


426
Clp_N
96
147
45.3
1.90E−10


426
AAA
203
397
50.6
4.80E−12


426
AAA_2
602
767
377.8
1.50E−110


426
AAA_5
606
768
26.5
1.60E−05


427
Clp_N
17
69
57
5.80E−14


427
Clp_N
94
145
52
1.80E−12


427
AAA
201
395
54.3
3.70E−13


427
AAA_2
596
763
373.5
3.10E−109


427
AAA_5
600
748
31.4
2.90E−06


428
Cyclin_N
47
183
48.7
1.80E−11


429
polyprenyl_synt
37
308
318.9
8.30E−93


430
polyprenyl_synt
45
316
353.8
2.60E−103


431
polyprenyl_synt
47
318
365
1.10E−106


432
Cyclin_N
56
202
70.9
3.70E−18


433
Cyclin_N
79
193
57
5.60E−14


433
Cyclin_C
195
327
−2.1
0.052


434
MtN3_slv
6
95
79.7
8.40E−21


434
MtN3_slv
128
214
120.6
4.00E−33


435
MtN3_slv
7
96
94.5
2.90E−25


435
MtN3_slv
129
215
127.4
3.70E−35


436
MtN3_slv
8
77
20.5
9.60E−05


436
MtN3_slv
125
211
108.7
1.50E−29


437
PAS
111
222
63.2
7.80E−16


437
PAS_4
117
227
34
4.70E−07


437
PAS_3
133
225
18.8
0.0014


437
Pkinase
480
732
264.7
1.70E−76


437
Pkinase_Tyr
480
732
257.2
3.20E−74


438
SET
86
232
142.5
1.00E−39


439
Response_reg
13
149
77.9
2.90E−20


440
Response_reg
15
128
95.3
1.70E−25


440
Myb_DNA-binding
203
253
48.6
1.90E−11


441
Response_reg
26
142
86.1
9.80E−23


441
CCT
660
698
74.9
2.40E−19


442
Response_reg
44
160
101.5
2.40E−27


442
CCT
588
626
79.5
9.70E−21


443
Response_reg
26
139
106.4
7.70E−29


443
Myb_DNA-binding
213
263
51.1
3.50E−12


444
Response_reg
13
126
104.9
2.20E−28


444
Myb_DNA-binding
197
247
46.3
9.50E−11


445
Response_reg
10
139
77.2
4.80E−20


446
Response_reg
12
135
82
1.70E−21


447
Response_reg
42
177
69.4
1.10E−17


448
Response_reg
37
157
88.2
2.30E−23


449
Response_reg
28
153
25.4
3.50E−05


449
CCT
457
495
70.6
4.80E−18


450
bZIP_1
64
128
36.2
1.10E−07


450
bZIP_2
64
118
35.5
1.80E−07


451
GRAS
149
455
424.5
1.30E−124


452
GRAS
162
497
270.9
2.30E−78


453
WD40
56
94
42
1.90E−09


453
WD40
98
136
23.6
0.00065


453
WD40
147
186
35.3
1.90E−07


453
WD40
194
234
34
4.90E−07


453
WD40
239
277
45.9
1.20E−10


453
WD40
334
372
24.1
0.00046


454
14-3-3
7
242
490.2
2.30E−144


455
14-3-3
7
242
509.9
2.70E−150


456
14-3-3
9
246
514.9
8.30E−152


457
zf-NF-X1
209
227
19.9
0.0087


457
zf-NF-X1
262
281
27.5
4.30E−05


457
zf-NF-X1
315
334
20.6
0.005


457
zf-NF-X1
369
389
25.2
0.00022


457
zf-NF-X1
423
442
23.4
0.00076


458
TAP42
30
367
617.5
1.10E−182


459
14-3-3
5
241
509.3
4.10E−150


460
FBPase
71
406
486.1
3.90E−143


461
FBPase
2
329
748.8
3.30E−222


462
FBPase_glpX
2
334
864.1
6.50E−257


463
FBPase
18
341
448.6
7.30E−132


464
AAA
217
404
296.6
4.40E−86


465
S1
603
676
56.9
6.20E−14


465
S1
1173
1245
45.3
1.90E−10


465
S1
1261
1336
74.5
3.00E−19


466
DUF902
407
464
117.4
3.70E−32


466
DUF906
533
800
650.4
1.40E−192


469
CS
5
79
62.3
1.50E−15


470
FKBP_C
53
147
201.7
1.60E−57


470
FKBP_C
169
264
87.7
3.30E−23


470
FKBP_C
286
383
119.2
1.10E−32


470
TPR_1
452
485
21.5
0.0027


470
TPR_1
486
519
29.8
9.10E−06


470
TPR_2
486
519
23.8
0.00057


471
TPR_2
5
38
28.2
2.70E−05


471
TPR_1
5
38
33.1
8.80E−07


471
TPR_1
40
73
14.1
0.1


471
TPR_2
74
107
33.7
6.00E−07


471
TPR_1
74
107
39.8
8.50E−09


471
TPR_1
262
295
16.5
0.053


471
TPR_1
336
369
27.8
3.60E−05


471
TPR_1
396
429
12.1
0.18


471
TPR_1
430
463
39.8
8.70E−09


471
TPR_2
430
463
24.4
0.00037


471
TPR_1
464
497
9.4
0.37


472
TPR_1
83
116
10.1
0.31


472
TPR_1
121
154
34.2
4.10E−07


472
TPR_2
121
154
23.3
0.00081


473
Ribonuclease_T2
28
217
341.9
1.00E−99


474
GDA1_CD39
91
547
87.7
3.30E−23


475
Acid_phosphat_A
65
399
324.4
1.80E−94


476
Sugar_tr
22
517
87.8
3.20E−23


476
MFS_1
27
464
78.2
2.40E−20


477
Sugar_tr
26
520
84.3
3.40E−22


477
MFS_1
30
467
75.2
1.80E−19


478
Citrate_synt
47
413
675
5.40E−200


479
Citrate_synt
46
409
799.2
2.10E−237


480
Citrate_synt
78
455
704.7
6.00E−209


481
Citrate_synt
90
458
508.2
8.60E−150


482
Citrate_synt
100
468
512.6
4.00E−151


483
Ferritin
88
233
224.9
1.60E−64


484
Ferritin
91
236
230.8
2.70E−66


485
Ferritin
7
144
163.6
4.60E−46


486
LEA_4
10
79
33.1
9.00E−07


486
LEA_4
90
163
76.1
1.00E−19


487
HSF_DNA-bind
15
189
226.5
5.40E−65


488
HSF_DNA-bind
22
224
161.9
1.50E−45


489
DS
44
361
611.1
9.30E−181


490
Carb_anhydrase
75
310
108.7
1.50E−29


491
Carb_anhydrase
38
264
150.2
5.20E−42


492
Mito_carr
24
123
82.9
9.50E−22


492
Mito_carr
129
236
101.7
2.00E−27


492
Mito_carr
247
338
96.1
9.70E−26


493
Wzy_C
311
377
72.1
1.60E−18


494
RNase_PH
15
135
60.2
6.40E−15


495
DEAD
331
484
123.9
4.20E−34


495
Helicase_C
686
767
25.2
8.20E−05


495
DSHCT
1094
1286
378.3
1.10E−110


496
TPR_1
508
541
12.2
0.17


496
TPR_1
702
735
8.4
0.49


496
TPR_1
736
769
34.4
3.60E−07


496
TPR_2
736
769
29.5
1.10E−05


496
TPR_1
1226
1259
7.9
0.56


498
RNase_PH
21
153
152.2
1.30E−42


498
RNase_PH_C
156
220
53.7
5.50E−13


499
GTP_EFTU
265
516
52.8
1.10E−12


500
GTP_EFTU
391
619
253.2
5.10E−73


500
GTP_EFTU_D2
641
708
43.2
8.10E−10


500
GTP_EFTU_D3
713
821
45.5
1.70E−10


501
TP_methylase
4
211
321.1
1.80E−93


502
TP_methylase
221
432
292.6
6.90E−85


503
TP_methylase
120
333
257.4
2.70E−74


504
Asp
85
441
−78.8
5.40E−09


505
Asp
148
505
−71.2
1.90E−09


506
Asp
139
476
−126.6
3.60E−06


509
Dehydrin
14
167
241.4
1.70E−69


510
Dehydrin
25
286
88.7
1.70E−23


515
HSP9_HSP12
1
59
150.8
3.40E−42


519
F-box
17
64
16.7
0.079


519
LRR_2
299
323
12.3
0.31


520
LRR_2
389
414
6.4
2


520
LRR_1
415
437
7.9
8.9


520
LRR_1
465
489
8.1
8


520
LRR_1
568
591
7.8
9.4


521
F-box
3
47
40.7
4.70E−09


521
FBA_1
202
359
−34.4
0.0019


522
F-box
62
108
40.1
7.00E−09


522
LRR_2
414
438
9.9
0.66


523
2OG-FeII_Oxy
158
258
150.3
4.70E−42


524
Aminotran_1_2
50
438
510.1
2.30E−150


525
FA_desaturase
73
313
316.4
4.60E−92


526
Pyridoxal_deC
63
412
151.7
1.70E−42


527
p450
40
480
110.7
4.10E−30


528
p450
44
477
184.2
2.90E−52


529
p450
60
515
80.9
3.70E−21


530
p450
42
496
111.6
2.20E−30


531
p450
73
511
131.3
2.50E−36


532
p450
41
466
200.1
4.70E−57


533
LRRNT_2
127
167
27.1
5.70E−05


533
LRR_1
194
216
11.3
2


533
LRR_1
218
240
17.2
0.055


533
LRR_1
266
288
13.4
0.78


533
LRR_1
290
312
17.2
0.055


533
LRR_1
314
336
11.9
1.6


533
LRR_1
338
360
16.4
0.098


533
LRR_1
362
384
19.9
0.0087


533
LRR_1
458
480
18.8
0.018


533
LRR_1
551
573
14.4
0.39


533
LRR_1
575
597
10.4
3


533
LRR_1
598
620
12.4
1.3


533
LRR_1
646
668
13.6
0.65


533
LRR_1
670
692
13.8
0.6


533
LRR_1
694
716
20.3
0.0065


533
LRR_1
718
741
12.6
1.1


533
LRR_1
754
776
9
5.5


533
LRR_1
778
800
8.2
7.6


533
LRR_1
826
848
14.1
0.46


533
LRR_1
851
870
12.1
1.5


533
LRR_1
875
894
12.6
1.1


533
LRR_1
927
949
15.1
0.24


533
LRR_1
951
973
13.7
0.61


533
Pkinase_Tyr
1114
1396
115.4
1.50E−31


533
Pkinase
1114
1396
136.4
7.20E−38


534
E2F_TDP
12
77
115.1
1.90E−31


534
E2F_TDP
148
224
119
1.20E−32


536
E2F_TDP
111
176
137.7
2.80E−38


537
Dicty_CAR
14
321
−22.2
3.10E−05


538
Mlo
6
494
1012
1.90E−301


539
Mlo
32
520
1031.3
0


540
G-alpha
12
376
553.4
2.20E−163


542
AP2
128
193
140
5.90E−39


543
Aa_trans
32
427
170.2
5.00E−48


544
Aa_trans
34
465
480.5
1.90E−141


545
AT_hook
151
163
11.6
0.21


545
AT_hook
214
226
9.7
0.45


545
AT_hook
294
306
10.8
0.29


545
AT_hook
324
336
11.9
0.19


545
YDG_SRA
397
548
198.3
1.70E−56


545
Pre-SET
575
675
146
9.00E−41


545
SET
677
830
196.5
6.00E−56


546
GRAS
146
452
451.5
9.80E−133


547
MAT1
14
193
1.1
1.10E−07


548
Cystatin
48
135
100.3
5.50E−27


549
Cystatin
49
137
68
2.80E−17


549
Cystatin
156
247
18.9
0.0033


550
Cystatin
14
104
62.1
1.60E−15


552
PI3_PI4_kinase
172
437
231.7
1.50E−66


553
DS
47
363
592.4
4.00E−175


554
GRAS
217
521
491
1.30E−144


555
GRAS
165
471
427.7
1.50E−125


556
UQ_con
20
159
187.8
2.50E−53


557
UPF0016
9
84
102.1
1.60E−27


557
UPF0016
145
220
111.7
2.00E−30


558
AAA
212
399
308.6
1.10E−89


558
AAA_5
212
347
8
0.0004


559
CS
5
81
59.8
8.00E−15


560
CS
19
95
38.2
2.60E−08


561
CS
5
81
67.3
4.60E−17


562
CS
5
80
63.8
5.00E−16


563
Metallophos
44
255
74.5
3.20E−19


564
Metallophos
50
259
81.1
3.20E−21


565
Ribonuclease_T2
23
245
252.4
8.60E−73


566
Ribonuclease_T2
39
247
210
5.20E−60


567
Ribonuclease_T2
30
215
93.2
7.00E−25


568
Ribonuclease_T2
28
217
341.9
1.00E−99


569
HLH
19
68
62.5
1.30E−15


571
RNase_PH
29
169
100.2
5.60E−27


571
RNase_PH_C
199
265
20.7
0.0049


572
14-3-3
3
240
509.7
3.00E−150


573
14-3-3
8
245
508.7
6.20E−150


574
IF4E
5
206
413.1
3.70E−121


575
IF4E
6
227
480.9
1.40E−141


576
IF4E
7
210
385
1.10E−112


577
IF4E
1
220
424.8
1.10E−124


579
GRAS
154
464
462.7
4.30E−136


580
Catalase
18
401
955.4
2.00E−284


581
Catalase
18
402
954.1
5.00E−284


582
peroxidase
17
224
241.8
1.40E−69


583
GDI
1
438
1048.3
0


584
GDI
1
452
1080.8
0


585
Rho_GDI
35
245
92.5
1.20E−24


586
Copper-bind
36
132
4.5
0.00038


586
Cu_bind_like
47
125
137.2
4.10E−38


587
Cu_bind_like
42
120
113.6
5.20E−31


588
Cu_bind_like
42
120
149.2
9.80E−42


589
Cu_bind_like
45
105
58.1
2.60E−14


590
Cu_bind_like
39
121
55.8
1.30E−13


591
ADH_zinc_N
160
307
113.7
4.80E−31


592
ADH_zinc_N
152
299
101.7
2.00E−27


593
ADH_zinc_N
165
314
109.8
7.10E−30


594
ADH_N
33
115
74.6
3.00E−19


594
ADH_zinc_N
146
290
124.1
3.70E−34


595
Abhydrolase_1
175
412
61.4
2.60E−15


596
Hexapep
65
82
13.8
0.57


596
Hexapep
91
108
14.1
0.48


596
Hexapep
117
134
8.9
11


596
Hexapep
135
152
14
0.49


597
Redoxin
6
161
57.9
3.00E−14


597
AhpC-TSA
7
185
368.3
1.10E−107


598
Redoxin
4
160
43.7
5.90E−10


598
AhpC-TSA
5
182
347.8
1.60E−101


599
Redoxin
50
210
29.4
1.20E−05


599
AhpC-TSA
51
233
380.8
1.90E−111


600
Redoxin
4
176
172.4
1.10E−48


601
Redoxin
68
224
56.6
7.50E−14


601
AhpC-TSA
69
248
400.8
1.90E−117


602
Redoxin
68
211
97.3
4.40E−26


602
AhpC-TSA
70
211
−5.3
5.70E−11


603
HSP20
134
240
137.9
2.50E−38


604
HSP20
77
181
153.2
6.40E−43


605
HSP20
85
182
30.7
5.10E−07


606
HSP20
60
163
175.8
9.70E−50


607
HSP20
50
153
185
1.70E−52


609
OPT
104
758
686.8
1.50E−203


610
Xan_ur_permease
35
432
176.9
4.60E−50


611
Xan_ur_permease
38
445
188.8
1.20E−53


612
F-box
57
112
32.1
1.90E−06


612
Tub
123
480
632.1
4.50E−187


613
Tub
1
251
393.2
3.50E−115


614
HMG_CoA_synt_N
5
178
338.3
1.20E−98


614
HMG_CoA_synt_C
179
453
549.9
2.40E−162


615
HMG_CoA_synt_N
45
216
426
4.80E−125


615
HMG_CoA_synt_C
217
490
622.4
3.50E−184


616
GRAS
176
480
418.1
1.10E−122


617
Pkinase
23
304
338
1.50E−98


618
E1-E2_ATPase
34
255
306.8
3.50E−89


618
Hydrolase
259
545
68
2.80E−17


619
E1-E2_ATPase
225
473
−52.8
1.50E−06


621
Hydrolase
512
930
19.1
0.0013


622
Hydrolase
457
898
26.9
6.40E−05


623
FBPase
66
379
554.7
8.80E−164


624
FBPase
13
337
691.4
6.10E−205


625
FBPase
68
380
555.9
3.70E−164


626
FBPase
63
374
513.6
2.10E−151


627
Myb_DNA-binding
4
53
39.7
9.50E−09


627
Myb_DNA-binding
59
104
39.3
1.30E−08


628
Myb_DNA-binding
4
53
45
2.30E−10


628
Myb_DNA-binding
59
104
39.6
1.00E−08


629
KNOX1
88
132
90.3
5.40E−24


629
KNOX2
135
186
102.8
9.20E−28


629
ELK
232
253
37
6.10E−08


629
Homeobox
255
314
−0.2
0.0048


630
KNOX1
65
109
97
5.30E−26


630
KNOX2
117
168
118.4
1.90E−32


630
ELK
205
226
29.8
8.60E−06


630
Homeobox
228
287
5.7
0.0012


631
KNOX1
57
101
81.6
2.30E−21


631
KNOX2
104
155
94.7
2.60E−25


631
ELK
202
223
30
7.60E−06


631
Homeobox
225
284
1.8
0.003


632
bZIP_2
225
279
26.5
8.50E−05


632
bZIP_1
227
289
29.2
1.40E−05


633
Myb_DNA-binding
59
104
58.3
2.30E−14


634
Aa_trans
27
433
475.6
5.50E−140


635
Aa_trans
31
433
508.5
6.80E−150


636
Aa_trans
59
459
295.7
7.90E−86


637
Sugar_tr
26
487
565
6.80E−167


637
MFS_1
30
448
79.4
1.00E−20


638
MFS_1
21
450
89.5
9.40E−24


638
Sugar_tr
26
489
611.3
7.90E−181


639
Sugar_tr
29
489
392.1
7.60E−115


639
MFS_1
33
449
75.6
1.40E−19


640
Sugar_tr
29
552
421.5
1.10E−123


640
MFS_1
33
511
90.8
3.90E−24


641
Sugar_tr
101
535
347.7
1.80E−101


641
MFS_1
105
494
80.9
3.60E−21


642
Sugar_tr
53
503
427.7
1.50E−125


642
MFS_1
57
462
125.4
1.50E−34


643
Sugar_tr
47
479
287.4
2.60E−83


643
MFS_1
52
439
77
5.60E−20


644
Sugar_tr
37
468
−46.3
1.90E−05


644
MFS_1
40
463
26.4
1.80E−05


646
Sugar_tr
27
490
468.6
7.10E−138


646
MFS_1
33
447
86.5
7.80E−23


647
Sugar_tr
26
488
522.3
4.70E−154


647
MFS_1
41
445
61.1
3.30E−15


648
p450
35
499
310
4.00E−90


649
WD40
160
197
27.3
5.10E−05


649
WD40
249
288
33.1
8.90E−07


650
WD40
740
779
35.7
1.50E−07


650
WD40
826
863
30.7
4.80E−06


651
HLH
14
63
60.2
6.30E−15


652
HD-ZIP_N
1
96
151.2
2.60E−42


652
Homeobox
123
177
65.2
1.90E−16


652
HALZ
178
222
86.1
1.00E−22


654
GH3
15
570
1262.5
0


655
Oxidored_FMN
10
345
295.2
1.10E−85


656
Oxidored_FMN
1
330
262.8
6.30E−76


657
Oxidored_FMN
11
342
332
9.60E−97


659
TPR_1
78
111
22.5
0.0014


659
TPR_1
112
145
22.3
0.0016


659
TPR_2
112
145
22.5
0.0014


661
TPR_2
2
35
30.9
4.20E−06


661
TPR_1
2
35
29.1
1.40E−05


661
TPR_1
36
69
9.3
0.39


661
TPR_2
70
103
34
4.70E−07


661
TPR_1
70
103
37.3
4.80E−08


661
TPR_2
253
286
27.8
3.50E−05


661
TPR_1
253
286
27.1
5.70E−05


661
TPR_2
287
320
21
0.0038


661
TPR_1
287
320
28.8
1.80E−05


661
TPR_1
328
365
11.3
0.22


661
TPR_2
392
425
27.2
5.30E−05


661
TPR_1
392
425
33.7
5.90E−07


661
TPR_2
426
459
23.4
0.00074


661
TPR_1
426
459
34.2
4.20E−07


661
TPR_2
460
493
24.8
0.00029


661
TPR_1
460
493
35.6
1.60E−07


662
TPR_1
124
157
14.2
0.099


662
TPR_1
158
191
26.4
9.40E−05


662
TPR_1
192
225
16.2
0.058


662
TPR_2
192
225
21.3
0.0033


663
TPR_1
14
47
22.2
0.0017


663
TPR_2
14
47
20.6
0.0053


663
TPR_2
48
81
23.3
0.00078


663
TPR_1
48
81
33.1
8.90E−07


663
TPR_1
82
115
12.8
0.15


663
TPR_2
82
115
21.1
0.0036


663
U-box
195
269
132.5
1.10E−36


664
TPR_1
16
49
23.2
0.00086


664
TPR_2
16
49
20.7
0.005


664
TPR_1
50
83
29.3
1.30E−05


664
TPR_1
84
117
11.9
0.19


664
U-box
197
271
125.9
1.00E−34


665
SRF-TF
9
59
80.2
6.00E−21


666
SRF-TF
9
59
92.5
1.20E−24


666
K-box
69
173
31.2
9.50E−07


667
SRF-TF
9
59
120.8
3.60E−33


667
K-box
75
174
154.8
2.00E−43


670
CRAL_TRIO_N
20
87
119
1.30E−32


670
CRAL_TRIO
110
296
350.5
2.60E−102


671
CRAL_TRIO_N
1
71
30.9
4.20E−06


671
CRAL_TRIO
90
275
25.8
7.70E−08


672
CRAL_TRIO
87
251
65
2.20E−16


673
CRAL_TRIO
91
264
88.5
1.90E−23


674
CRAL_TRIO_N
19
86
28
2.30E−05


674
CRAL_TRIO
101
255
68.7
1.70E−17


675
Methyltransf_7
36
369
629.7
2.40E−186


676
Methyltransf_7
36
382
371.9
9.00E−109


677
Methyltransf_7
38
378
384
2.10E−112


678
FtsH_ext
77
223
137
4.70E−38


678
AAA
249
436
336.6
3.90E−98


678
AAA_5
249
384
5.9
0.00059


678
Peptidase_M41
443
653
399
6.30E−117



















TABLE 23





Pfam domain
Accession
Gathering



name
number
cutoff
Domain description


















14-3-3
PF00244.9
25
14-3-3 protein


2OG-FeII_Oxy
PF03171.10
11.5
2OG-Fe(II) oxygenase superfamily


AAA
PF00004.19
12.3
ATPase family associated with various cellular activities (AAA)


AAA_2
PF07724.3
−5
ATPase family associated with various cellular activities (AAA)


AAA_5
PF07728.4
4
ATPase family associated with various cellular activities (AAA)


ABC2_membrane
PF01061.13
−17.9
ABC-2 type transporter


ABC_tran
PF00005.16
9.5
ABC transporter


ACP_syn_III_C
PF08541.1
−24.4
3-Oxoacyl-[acyl-carrier-protein (ACP)] synthase III C terminal


ADH_N
PF08240.2
−14.5
Alcohol dehydrogenase GroES-like domain


ADH_zinc_N
PF00107.16
23.8
Zinc-binding dehydrogenase


AOX
PF01786.8
25
Alternative oxidase


AP2
PF00847.10
0
AP2 domain


AT_hook
PF02178.8
3.6
AT hook motif


Aa_trans
PF01490.7
−128.4
Transmembrane amino acid transporter protein


Abhydrolase_1
PF00561.10
10.3
alpha/beta hydrolase fold


Acid_phosphat_A
PF00328.12
−64.5
Histidine acid phosphatase


AhpC-TSA
PF00578.10
−92.2
AhpC/TSA family


Aminotran_1_2
PF00155.11
−57.5
Aminotransferase class I and II


Asp
PF00026.13
−153.8
Eukaryotic aspartyl protease


B3
PF02362.12
26.5
B3 DNA binding domain


CCT
PF06203.4
25
CCT motif


CDC48_N
PF02359.8
−2
Cell division protein 48 (CDC48), N-terminal domain


CRAL_TRIO
PF00650.9
−26
CRAL/TRIO domain


CRAL_TRIO_N
PF03765.4
16
CRAL/TRIO, N-terminus


CS
PF04969.6
8.6
CS domain


Carb_anhydrase
PF00194.10
−105
Eukaryotic-type carbonic anhydrase


Catalase
PF00199.9
−229
Catalase


Cellulose_synt
PF03552.4
−257.9
Cellulose synthase


Chal_sti_synt_C
PF02797.5
−6.1
Chalcone and stilbene synthases, C-terminal domain


Citrate_synt
PF00285.11
−101.5
Citrate synthase


Clp_N
PF02861.10
0
Clp amino terminal domain


Copper-bind
PF00127.10
−7.7
Copper binding proteins, plastocyanin/azurin family


Cu_bind_like
PF02298.7
−16.4
Plastocyanin-like domain


Cyclin_C
PF02984.9
−13
Cyclin, C-terminal domain


Cyclin_N
PF00134.13
−14.7
Cyclin, N-terminal domain


Cystatin
PF00031.11
17.5
Cystatin domain


DEAD
PF00270.18
7.2
DEAD/DEAH box helicase


DS
PF01916.7
−95.2
Deoxyhypusine synthase


DSHCT
PF08148.1
−86.9
DSHCT (NUC185) domain


DUF902
PF06001.2
25
Domain of Unknown Function (DUF902)


DUF906
PF06010.1
25
Domain of Unknown Function (DUF906)


Dehydrin
PF00257.10
−4.4
Dehydrin


Dicty_CAR
PF05462.2
−39.7
Slime mold cyclic AMP receptor


E1-E2_ATPase
PF00122.9
−84
E1-E2 ATPase


E2F_TDP
PF02319.11
17
E2F/DP family winged-helix DNA-binding domain


ELK
PF03789.3
25
ELK domain


F-box
PF00646.22
13.8
F-box domain


FAD_binding_6
PF00970.13
−11.4
Oxidoreductase FAD-binding domain


FAE1_CUT1_RppA
PF08392.2
−192.7
FAE1/Type III polyketide synthase-like protein


FAT
PF02259.12
275
FAT domain


FATC
PF02260.9
20
FATC domain


FA_desaturase
PF00487.14
−46
Fatty acid desaturase


FBA_1
PF07734.2
−39.4
F-box associated


FBPase
PF00316.10
−170.3
Fructose-1-6-bisphosphatase


FBPase_glpX
PF03320.4
−198.1
Bacterial fructose-1,6-bisphosphatase, glpX-encoded


FKBP_C
PF00254.17
−7.6
FKBP-type peptidyl-prolyl cis-trans isomerase


Ferritin
PF00210.14
−10
Ferritin-like domain


FtsH_ext
PF06480.4
25
FtsH Extracellular


G-alpha
PF00503.9
−230
G-protein alpha subunit


GAF
PF01590.15
23
GAF domain


GDA1_CD39
PF01150.7
−183
GDA1/CD39 (nucleoside phosphatase) family


GDI
PF00996.8
−285.8
GDP dissociation inhibitor


GFO_IDH_MocA
PF01408.12
−4.4
Oxidoreductase family, NAD-binding Rossmann fold


GFO_IDH_MocA_C
PF02894.7
6
Oxidoreductase family, C-terminal alpha/beta domain


GH3
PF03321.3
−336
GH3 auxin-responsive promoter


GRAS
PF03514.5
−78
GRAS family transcription factor


GTP_EFTU
PF00009.16
8
Elongation factor Tu GTP binding domain


GTP_EFTU_D2
PF03144.15
25
Elongation factor Tu domain 2


GTP_EFTU_D3
PF03143.6
14.3
Elongation factor Tu C-terminal domain


Gemini_AL1
PF00799.10
−38.7
Geminivirus Rep catalytic domain


Gemini_AL1_M
PF08283.1
−3
Geminivirus rep protein central domain


Globin
PF00042.11
−8.8
Globin


Glyco_hydro_32C
PF08244.2
8.8
Glycosyl hydrolases family 32 C terminal


Glyco_hydro_32N
PF00251.10
−197
Glycosyl hydrolases family 32 N terminal


HALZ
PF02183.7
17
Homeobox associated leucine zipper


HATPase_c
PF02518.15
22.4
Histidine kinase-, DNA gyrase B-, and HSP90-like ATPase


HD-ZIP_N
PF04618.2
25
HD-ZIP protein N terminus


HEAT
PF02985.11
11.5
HEAT repeat


HLH
PF00010.15
8.2
Helix-loop-helix DNA-binding domain


HMG_CoA_synt_C
PF08540.1
−158.1
Hydroxymethylglutaryl-coenzyme A synthase C terminal


HMG_CoA_synt_N
PF01154.8
−6.2
Hydroxymethylglutaryl-coenzyme A synthase N terminal


HSF_DNA-bind
PF00447.7
−70
HSF-type DNA-binding


HSP20
PF00011.10
13
Hsp20/alpha crystallin family


HSP9_HSP12
PF04119.2
25
Heat shock protein 9/12


Helicase_C
PF00271.20
2.1
Helicase conserved C-terminal domain


Hexapep
PF00132.13
0.3
Bacterial transferase hexapeptide (three repeats)


HisKA
PF00512.14
10.3
His Kinase A (phosphoacceptor) domain


Homeobox
PF00046.18
−4.1
Homeobox domain


Hydrolase
PF00702.15
13.6
haloacid dehalogenase-like hydrolase


IBN_N
PF03810.9
21.9
Importin-beta N-terminal domain


IF4E
PF01652.8
−35
Eukaryotic initiation factor 4E


K-box
PF01486.7
0
K-box region


KNOX1
PF03790.3
25
KNOX1 domain


KNOX2
PF03791.3
25
KNOX2 domain


KOW
PF00467.18
29.1
KOW motif


LEA_4
PF02987.6
0
Late embryogenesis abundant protein


LRRNT_2
PF08263.3
18.6
Leucine rich repeat N-terminal domain


LRR_1
PF00560.22
7.7
Leucine Rich Repeat


LRR_2
PF07723.2
6
Leucine Rich Repeat


Linker_histone
PF00538.8
−8
linker histone H1 and H5 family


MAT1
PF06391.2
−55.1
CDK-activating kinase assembly factor MAT1


MFS_1
PF07690.6
23.5
Major Facilitator Superfamily


MIP
PF00230.10
−62
Major intrinsic protein


Metallophos
PF00149.18
22
Calcineurin-like phosphoesterase


Methyltransf_7
PF03492.5
25
SAM dependent carboxyl methyltransferase


Mito_carr
PF00153.16
0
Mitochondrial carrier protein


Mlo
PF03094.5
−263
Mlo family


MtN3_slv
PF03083.5
9.7
MtN3/saliva family


Myb_DNA-binding
PF00249.20
14
Myb-like DNA-binding domain


NAD_binding_1
PF00175.11
−3.9
Oxidoreductase NAD-binding domain


NAD_binding_3
PF03447.6
−1.7
Homoserine dehydrogenase, NAD binding domain


NDK
PF00334.9
−59.9
Nucleoside diphosphate kinase


OPT
PF03169.6
−238.6
OPT oligopeptide transporter protein


Orn_Arg_deC_N
PF02784.7
−76
Pyridoxal-dependent decarboxylase, pyridoxal binding domain


Orn_DAP_Arg_deC
PF00278.12
6.7
Pyridoxal-dependent decarboxylase, C-terminal sheet domain


Oxidored_FMN
PF00724.9
−147.7
NADH: flavin oxidoreductase/NADH oxidase family


PAS
PF00989.13
0
PAS fold


PAS_2
PF08446.1
−2.1
PAS fold


PAS_3
PF08447.1
13.4
PAS fold


PAS_4
PF08448.1
16.4
PAS fold


PDR_CDR
PF06422.2
−51.8
CDR ABC transporter


PI3_PI4_kinase
PF00454.16
14.8
Phosphatidylinositol 3- and 4-kinase


PTR2
PF00854.12
−50
POT family


Peptidase_M41
PF01434.8
−139.8
Peptidase family M41


Phytochrome
PF00360.9
13
Phytochrome region


Pkinase
PF00069.15
−70.3
Protein kinase domain


Pkinase_Tyr
PF07714.6
65
Protein tyrosine kinase


Pre-SET
PF05033.5
3.9
Pre-SET motif


Pyridoxal_deC
PF00282.9
−158.6
Pyridoxal-dependent decarboxylase conserved domain


RB_A
PF01858.7
−65.3
Retinoblastoma-associated protein A domain


RB_B
PF01857.9
−48.7
Retinoblastoma-associated protein B domain


RNase_PH
PF01138.10
4
3′ exoribonuclease family, domain 1


RNase_PH_C
PF03725.4
20
3′ exoribonuclease family, domain 2


RRM_1
PF00076.12
17.7
RNA recognition motif. (a.k.a. RRM, RBD, or RNP domain)


Redoxin
PF08534.1
−1
Redoxin


Response_reg
PF00072.13
4
Response regulator receiver domain


Rho_GDI
PF02115.6
−55
RHO protein GDP dissociation inhibitor


Ribonuclease_T2
PF00445.8
−53
Ribonuclease T2 family


Ribosomal_L18p
PF00861.12
25
Ribosomal L18p/L5e family


S1
PF00575.13
16.8
S1 RNA binding domain


SAM_decarbox
PF01536.6
−154
Adenosylmethionine decarboxylase


SET
PF00856.17
23.5
SET domain


SNF2_N
PF00176.13
−72
SNF2 family N-terminal domain


SRF-TF
PF00319.8
11
SRF-type transcription factor (DNA-binding and dimerisation domain)


Sugar_tr
PF00083.14
−85
Sugar (and other) transporter


TAP42
PF04177.3
25
TAP42-like family


TPR_1
PF00515.17
7.7
Tetratricopeptide repeat


TPR_2
PF07719.6
20.1
Tetratricopeptide repeat


TP_methylase
PF00590.10
−38
Tetrapyrrole (Corrin/Porphyrin) Methylases


Tub
PF01167.7
−98
Tub family


U-box
PF04564.6
−7.6
U-box domain


UPF0016
PF01169.8
25
Uncharacterized protein family UPF0016


UQ_con
PF00179.16
−30
Ubiquitin-conjugating enzyme


WD40
PF00400.21
21.5
WD domain, G-beta repeat


Wzy_C
PF04932.4
25
O-Antigen Polymerase


Xan_ur_permease
PF00860.11
−151.2
Permease family


YDG_SRA
PF02182.7
25
YDG/SRA domain


bZIP_1
PF00170.11
24.5
bZIP transcription factor


bZIP_2
PF07716.5
15
Basic region leucine zipper


eIF-5a
PF01287.9
9.6
Eukaryotic initiation factor 5A hypusine, DNA-binding OB fold


p450
PF00067.11
−105
Cytochrome P450


peroxidase
PF00141.12
−10
Peroxidase


polyprenyl_synt
PF00348.8
−43
Polyprenyl synthetase


zf-NF-X1
PF01422.7
3
NF-X1 type zinc finger









Example 9
Selection of Transgenic Plants with Enhanced Agronomic Trait(s)

This example illustrates the preparation and identification by selection of transgenic seeds and plants derived from transgenic plant cells of this invention where the plants and seed are identified by screening for a transgenic plant having an enhanced agronomic trait imparted by expression of a protein selected from the group including the homologous proteins identified in Example 6. Transgenic plant cells of corn, soybean, cotton, canola, alfalfa, wheat and rice are transformed with recombinant DNA for expressing each of the homologs identified in Example 6. Plants are regenerated from the transformed plant cells and used to produce progeny plants and seed that are screened for enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil. Plants are identified exhibiting enhanced traits imparted by expression of the homologous proteins.

Claims
  • 1. A plant cell nucleus with stably integrated, recombinant DNA, wherein a. said recombinant DNA comprises a promoter that is functional in said plant cell and that is operably linked to a protein coding DNA encoding a protein having an amino acid sequence comprising a Pfam domain module selected from the group consisting of bZIP—1, AOX, DUF902::DUF906, LRRNT—2::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1::LRR—1:: LRR—1::LRR—1::LRR—1::Pkinase, ABC_tran::ABC2_membrane::PDR_CDR::ABC_tran::ABC2_membrane, Redoxin, RNase_PH::RNase_PH_C, AAA, GFO_IDH_MocA::GFO_IDH_MocA_C, GRAS, Metallophos, Ribosomal_L18p, Sugar_tr, CDC48_N::AAA::AAA, Pkinase, PAS—3::PAS—3::Pkinase, CRAL_TRIO_N::CRAL_TRIO, p450, RRM—1::RRM—1, SRF-TF, G-alpha, TPR—1::TPR—1, FAE1_CUT1_RppA::ACP_syn_III_C, Globin::FAD_binding 6::NAD_binding 1, TPR—1::TPR—2, IF4E, F-box::LRR—2, FBPase, LRR—2::LRR—1::LRR—1::LRR—1, HSF_DNA-bind, Dehydrin, TP_methylase, Response_reg:: Myb_DNA-binding, KNOX1::KNOX2:: ELK::Homeobox, Catalase, GTP_EFTU::GTP_EFTU_D2::GTP_EFTU_D3, TPR—1::TPR—1::TPR—1::TPR—1, ADH_zinc_N, Globin, CS, GH3, HLH, Ribonuclease_T2, TPR—1::TPR—1::TPR—1::U-box, Dicty_CAR, Cyclin_N::Cyclin_C, MFS—1, Acid_phosphat_A, Methyltransf—7, TPR—1::TPR—1::TPR—2, IBN_N, polyprenyl_synt, AhpC-TSA, Oxidored_FMN, Hydrolase, DS, Response_reg::CCT, Aa_trans, peroxidase, E1-E2_ATPase, F-box::Tub, Response_reg, Rho_GDI, E2F_TDP, 14-3-3, AT_hook::AT_hook::AT_hook::AT_hook::YDG_SRA::Pre-SET::SET, Tub, KOW::eIF-5a, MtN3_slv::MtN3_slv, GTP_EFTU, UQ_con, MAT1, E2F_TDP::E2F_TDP, HEAT::HEAT::HEAT::FAT::PI3_PI4_kinase::FATC, HMG_CoA_synt_N::HMG_CoA_synt_C, TAP42, DEAD::Helicase_C::DSHCT, NDK, Clp_N::Clp_N::AAA:AAA—2, Cyclin_N, OPT, Orn_Arg_deC_N::Orn_DAP_Arg_deC, PAS::Pkinase, FtsH_ext::AAA::Peptidase_M41, Wzy_C, Mlo, AP2::B3, SET, FKBP_C::FKBP_C::FKBP_C::TPR—1::TPR—1, TPR—2::TPR—1::TPR—1::TPR—2::TPR—1::TPR—1::TPR—1::TPR—1::TPR—1, Pyridoxal_deC, RNase_PH, RB_A::RB_B, WD40::WD40::WD40::WD40::WD40::WD40, SNF2_N::Helicase_C, Aminotran—1—2, Gemini_AL1:: Gemini_AL1_M, Hexapep::Hexapep::Hexapep::Hexapep, AP2::AP2, Abhydrolase—1, PAS—2::GAF::Phytochrome::PAS::PAS::HisKA::HATPase_c, Cystatin::Cystatin, Pfam module annoation, Cystatin, F-box::FBA—1, 2OG-FeII_Oxy, FA_desaturase, HSP20, FBPase_glpX, E1-E2_ATPase::Hydrolase, Mito_carr::Mito_carr::Mito_carr, Cellulose_synt, Linker_histone::AT_hook::AT_hook::AT_hook::AT_hook, UPF0016::UPF0016, GDI, Glyco_hydro—32N::Glyco_hydro—32C, TPR—1::TPR—1::TPR—2::U-box, ADH_N::ADH_zinc_N, GDA1_CD39, MIP, CRAL_TRIO, TPR—1::TPR—1::TPR—1::TPR—1::TPR—1::TPR—1::TPR—1::TPR—1, LEA—4::LEA—4, Carb_anhydrase, PTR2, Cu_bind_like, HD-ZIP_N::Homeobox::HALZ, eIF-5a, Asp, S1::S1::S1, SAM_decarbox, WD40::WD40, Citrate_synt, SRF-TF::K-box, HSP9_HSP12, PI3_PI4_kinase, Ferritin, Xan_ur_permease, Myb_DNA-binding::Myb_DNA-binding, zf-NF-X1::zf-NF-X1::zf-NF-X1::zf-NF-X1::zf-NF-X1, AP2, and Myb_DNA-binding;b. said recombinant DNA comprises a promoter that is functional in said plant cell and that is operably linked to a protein coding DNA encoding a protein comprising an amino acid sequence with at least 90% identity to a consensus amino acid sequence selected from the group consisting of SEQ ID NO: 24153 through SEQ ID NO: 24174;c. said recombinant DNA comprises a promoter that is functional in plant cells and that is operably linked to a protein coding DNA encoding a protein comprising an amino acid sequence selected from the group consisting of 467, 507, 517, 535, 620, and homologs thereof listed in table 7; ord. said recombinant DNA comprises a promoter that is functional in said plant cell and that is operably linked to a protein coding recombinant DNA encoding a protein having an amino acid sequence having at least 70% identity to an amino acid sequence selected from the group consisting of 511 and 513;and wherein said plant cell nucleus is selected by screening a population of transgenic plants that have said recombinant DNA and an enhanced trait as compared to control plants that do not have said recombinant DNA in their nuclei; and wherein said enhanced trait is selected from group of enhanced traits consisting of enhanced water use efficiency, enhanced cold tolerance, enhanced heat tolerance, enhanced resistance to salt exposure, enhanced shade tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil.
  • 2. The plant cell nucleus of claim 1 wherein said protein coding DNA encodes a protein having an amino acid sequence selected from the group consisting of SEQ ID NO: 340 through SEQ ID NO: 24149.
  • 3. The plant cell nucleus of claim 1 further comprising DNA expressing a protein that provides tolerance from exposure to an herbicide applied at levels that are lethal to a wild type of said plant cell.
  • 4. The plant cell nucleus of claim 3 wherein the agent of said herbicide is a glyphosate, dicamba, or glufosinate compound.
  • 5. A transgenic plant cell or plant comprising a plurality of plant cells with the plant cell nucleus of claim 1.
  • 6. The transgenic plant cell or plant of claim 5 which is homozygous for said recombinant DNA.
  • 7. A transgenic seed comprising a plurality of plant cells with the plant cell nucleus of claim 1.
  • 8. The transgenic seed of claim 7 from a corn, soybean, cotton, canola, alfalfa, wheat or rice plant.
  • 9. A transgenic pollen grain comprising a haploid derivative of the plant cell nucleus of claim 1.
  • 10. A method for manufacturing non-natural, transgenic seed of claim 7 that can be used to produce a crop of transgenic plants with an enhanced trait resulting from expression of stably-integrated recombinant DNA wherein said method for manufacturing said transgenic seed comprising: (a) screening a population of plants for said enhanced trait and said recombinant DNA wherein individual plants in said population can exhibit said trait at a level less than, essentially the same as or greater than the level that said trait is exhibited in control plants which do not express the recombinant DNA, wherein said enhanced trait is selected from the group of enhanced traits consisting of enhanced water use efficiency, enhanced cold tolerance, enhanced heat tolerance, enhanced resistance to salt exposure, enhanced shade tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil,(b) selecting from said population one or more plants that exhibit said trait at a level greater than the level that said trait is exhibited in control plants, and(c) collecting seed from selected plants selected from step b.
  • 11. The method of claim 10 further comprising (d) verifying that said recombinant DNA is stably integrated in said selected plants, and(e) analyzing tissue of said selected plant to determine the expression or suppression of a gene that encodes an protein having the function of a protein having an amino acid sequence selected from the group consisting of one of SEQ ID NO:340-678.
  • 12. A method of producing hybrid corn seed comprising: (a) acquiring hybrid corn seed from a herbicide tolerant corn plant which also has stably-integrated, recombinant DNA in a nucleus of claim 1;(b) producing corn plants from said hybrid corn seed, wherein a fraction of the plants produced from said hybrid corn seed is homozygous for said recombinant DNA, a fraction of the plants produced from said hybrid corn seed is hemizygous for said recombinant DNA, and a fraction of the plants produced from said hybrid corn seed has none of said recombinant DNA;(c) selecting corn plants which are homozygous and hemizygous for said recombinant DNA by treating with an herbicide;(d) collecting seed from herbicide-treated-surviving corn plants and planting said seed to produce further progeny corn plants;(e) repeating steps (c) and (d) at least once to produce an inbred corn line; and(f) crossing said inbred corn line with a second corn line to produce hybrid seed.
  • 13. A plant cell nucleus with stably integrated, recombinant DNA, wherein a. said recombinant DNA comprises a promoter that is functional in said plant cell and that is operably linked to a protein coding DNA encoding a protein having an amino acid sequence comprising a Pfam domain module selected from the group consisting of FBPase, Cyclin_N::Cyclin_C, FA_desaturase, and FBPase_glpX; and wherein said plant cell nucleus is selected by screening a population of transgenic plants that have said recombinant DNA and an enhanced trait as compared to control plants that do not have said recombinant DNA in their nuclei; and wherein said enhanced trait is selected from group of enhanced traits consisting of enhanced water use efficiency, enhanced cold tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil.
  • 14. The plant cell nucleus of claim 13 wherein said protein coding DNA encodes a protein having an amino acid sequence selected from the group consisting of SEQ ID NO: 385, 462, 463, and 525.
  • 15. A transgenic plant cell or plant comprising a plurality of plant cells with the plant cell nucleus of claim 13.
  • 16. The transgenic plant cell or plant of claim 15 which is homozygous for said recombinant DNA.
  • 17. A transgenic seed comprising a plurality of plant cells with the plant cell nucleus of claim 13.
  • 18. A transgenic seed of claim 17 which is collected from a plant that is selected as having enhanced water use efficiency.
  • 19. A method for manufacturing non-natural, transgenic seed of claim 17 that can be used to produce a crop of transgenic plants with an enhanced trait resulting from expression of stably-integrated recombinant DNA wherein said method for manufacturing said transgenic seed comprising: (a) screening a population of plants for said enhanced trait and said recombinant DNA wherein individual plants in said population can exhibit said trait at a level less than, essentially the same as or greater than the level that said trait is exhibited in control plants which do not express the recombinant DNA, wherein said enhanced trait is selected from the group of enhanced traits consisting of enhanced water use efficiency, enhanced cold tolerance, enhanced heat tolerance, enhanced resistance to salt exposure, enhanced shade tolerance, increased yield, enhanced nitrogen use efficiency, enhanced seed protein and enhanced seed oil,(b) selecting from said population one or more plants that exhibit said trait at a level greater than the level that said trait is exhibited in control plants, and(c) collecting seed from selected plants selected from step b.
  • 20. A method of producing hybrid corn seed comprising: (a) acquiring hybrid corn seed from a herbicide tolerant corn plant which also has stably-integrated, recombinant DNA in a nucleus of claim 13;(b) producing corn plants from said hybrid corn seed, wherein a fraction of the plants produced from said hybrid corn seed is homozygous for said recombinant DNA, a fraction of the plants produced from said hybrid corn seed is hemizygous for said recombinant DNA, and a fraction of the plants produced from said hybrid corn seed has none of said recombinant DNA;(c) selecting corn plants which are homozygous and hemizygous for said recombinant DNA by treating with an herbicide;(d) collecting seed from herbicide-treated-surviving corn plants and planting said seed to produce further progeny corn plants;(e) repeating steps (c) and (d) at least once to produce an inbred corn line; and(f) crossing said inbred corn line with a second corn line to produce hybrid seed.
CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a continuation-in-part of prior application Ser. No. 10/310,154 filed Dec. 4, 2002, which application claims priority under 35 U.S.C. § 119(e) of U.S. Provisional Application No. 60/337,358 filed Dec. 4, 2001, all of which applications are incorporated herein by reference in their entirety.

Provisional Applications (1)
Number Date Country
60337358 Dec 2001 US
Continuation in Parts (1)
Number Date Country
Parent 10310154 Dec 2002 US
Child 11879790 US