Genome-wide classification and expression analysis of MYB transcription factor families in rice and Arabidopsis

The MYB gene family comprises one of the richest groups of transcription factors in plants. Plant MYB proteins are characterized by a highly conserved MYB DNA-binding domain. MYB proteins are classified into four major groups namely, 1R-MYB, 2R-MYB, 3R-MYB and 4R-MYB based on the number and position of MYB repeats. MYB transcription factors are involved in plant development, secondary metabolism, hormone signal transduction, disease resistance and abiotic stress tolerance. A comparative analysis of MYB family genes in rice and Arabidopsis will help reveal the evolution and function of MYB genes in plants.

Results

A genome-wide analysis identified at least 155 and 197 MYB genes in rice and Arabidopsis, respectively. Gene structure analysis revealed that MYB family genes possess relatively more number of introns in the middle as compared with C- and N-terminal regions of the predicted genes. Intronless MYB-genes are highly conserved both in rice and Arabidopsis. MYB genes encoding R2R3 repeat MYB proteins retained conserved gene structure with three exons and two introns, whereas genes encoding R1R2R3 repeat containing proteins consist of six exons and five introns. The splicing pattern is similar among R1R2R3 MYB genes in Arabidopsis. In contrast, variation in splicing pattern was observed among R1R2R3 MYB members of rice. Consensus motif analysis of 1kb upstream region (5′ to translation initiation codon) of MYB gene ORFs led to the identification of conserved and over-represented cis-motifs in both rice and Arabidopsis. Real-time quantitative RT-PCR analysis showed that several members of MYBs are up-regulated by various abiotic stresses both in rice and Arabidopsis.

Conclusion

A comprehensive genome-wide analysis of chromosomal distribution, tandem repeats and phylogenetic relationship of MYB family genes in rice and Arabidopsis suggested their evolution via duplication. Genome-wide comparative analysis of MYB genes and their expression analysis identified several MYBs with potential role in development and stress response of plants.

Background

Transcription factors are essential regulators of gene transcription and usually consist of at least two domains namely a DNA-binding and an activation/repression domain, that function together to regulate the target gene expression[1]. The MYB (my elob lastosis) transcription factor family is present in all eukaryotes. "Oncogene" v MYB was the first MYB gene identified in avian myeloblastosis virus[2]. Three v MYB-related genes namely c-MYB, A-MYB and B-MYB were subsequently identified in many vertebrates and implicated in the regulation of cell proliferation, differentiation, and apoptosis[3]. Homologous genes were also identified in insects, fungi and slime molds[4]. A homolog of mammalian c-MYB gene, Zea mays C1, involved in regulation of anthocyanin biosynthesis, was the first MYB gene to be characterized in plants[5]. Interestingly, plants encode large number of MYB genes as compared to fungi and animals[6–12]. MYB proteins contain a MYB DNA-binding domain, which is approximately 52 amino acid residues in length, and forms a helix-turn-helix fold with three regularly spaced tryptophan residues[13]. The three-dimensional structure of the MYB domain showed that the DNA recognition site α-helix interacts with the major groove of DNA[14]. However, amino acid sequences outside the MYB domain are highly divergent. Based on the number of adjacent MYB repeats, MYB transcription factors are classified into four major groups, namely 1R-MYB, 2R-MYB, 3R-MYB and 4R-MYB containing one, two, three and four MYB repeats, respectively. In animals, R1R2R3-type MYB domain proteins are predominant, while in plants, the R2R3-type MYB domain proteins are more prevalent[4, 7, 15]. The plant R2R3-MYB genes probably evolved from an R1R2R3-MYB gene progenitor through loss of R1 repeat or from an R1 MYB gene through duplication of R1 repeat[16, 17].

In plants, MYB transcription factors play a key role in plant development, secondary metabolism, hormone signal transduction, disease resistance and abiotic stress tolerance[18, 19]. Several R2R3-MYB genes are involved in regulating responses to environmental stresses such as drought, salt, and cold[9, 20]. Transgenic rice over expressing OsMYB3R 2 exhibited enhanced cold tolerance as well as increased cell mitotic index[21]. Enhanced freezing stress tolerance was observed in Arabidopsis over-expressing OsMYB4[10, 22]. Arabidopsis AtMYB96, an R2R3-type MYB transcription factor, regulates drought stress response by integrating ABA and auxin signals[23]. Transgenic Arabidopsis expressing AtMYB15 exhibited hypersensitivity to exogenous ABA and improved tolerance to drought[24], and cold stress[20]. The AtMYB15 negatively regulated the expression of CBF genes and conferred freezing tolerance in Arabidopsis[20]. Other functions of MYBs include control of cellular morphogenesis, regulation of secondary metabolism, meristem formation and the cell cycle regulation[15, 25–28]. Recent studies have shown that the MYB genes are post-transcriptionally regulated by microRNAs; for instance, AtMYB33, AtMYB35, AtMYB65 and AtMYB101 genes involved in anther or pollen development are targeted by miR159 family[29, 30].

MYB TF family genes have been identified in a number of monocot and dicot plants[9], and evolutionary relationship between rice and Arabidopsis MYB proteins has been reported[31]. We report here genome-wide classification of 155 and 197 MYB TF family genes in rice and Arabidopsis, respectively. We also analysed abiotic stress responsive and tissue specific expression pattern of the selected MYB genes. To map the evolutionary relationship among MYB family members, phylogenetic trees were constructed for both rice and Arabidopsis MYB proteins. Several over- represented cis-regulatory motifs in the promoter region of the MYB genes were also identified.

Results and discussion

Identification, classification and structural analysis of MYB family members

Genome-wide analysis led to the identification of 155 and 197 MYB genes in rice and Arabidopsis, respectively, with their mapping on different chromosomes (Additional file1: Table S1). We used previously assigned names to the MYB genes; for instance, AtMYB0 (GL1) name was accepted for the first identified R2R3 MYB gene; subsequently identified R2R3 MYB genes were named as AtMYB1, AtMYB2, etc. in Arabidopsis[31–34]. We classified MYB transcription factors in to four distinct groups namely “MYB-related genes”, “MYB-R2R3”, “MYB-R1R2R3”, and “Atypical MYB genes” based on the presence of one, two, three and four MYB repeats, respectively. Our analysis revealed that the MYB-R2R3 subfamily consisted of the highest number of MYB genes, with 56.77 and 70.05% of the total MYB genes in rice and Arabidopsis, respectively (Figure1a, b). In the R2R3-MYB proteins, N-terminal consists of MYB domains, while the regulatory C-terminal region is highly variable. Presence of a single MYB-like domain (e.g. hTRF1/hTRF2) in their C terminus is required for telomeric DNA binding in vitro[35]. Earlier study revealed that the R2R3-MYB related proteins arose after loss of the sequences encoding R1 in an ancestral 3R-MYB gene during plant evolution[36]. In contrast, only few MYB-R1R2R3 genes were identified in Arabidopsis and rice with 5 and 4 genes, respectively. The category “MYB-related genes” usually but not always contain a single MYB domain[17, 31, 36]. We found that “MYB-related genes” represented 40 and 26.39% of the total MYB genes in rice and Arabidopsis, respectively (Figure1a, b), and thus constituted the second largest group of MYB proteins in both rice and Arabidopsis. We also identified one MYB protein in rice and two MYB proteins in Arabidopsis that contained more than three MYB repeats and these belong to “Atypical MYB genes” group. The AT1G09770 in Arabidopsis and LOC_Os07g04700 in rice have five MYB domains and are called as CDC5-type protein, whereas AT3G18100 of Arabidopsis has four MYB domains and is named as 4R-type MYB (Table1; Additional file1: Table S1). The 4R-MYB proteins belong to the smallest class, which contains R1/R2-like repeats. MYB genes can also be classified into several subgroups based on gene function, such as Circadian Clock Associated1 (CCA1) and Late Elongated Hypocotyl (LHY), Triptychon (TRY) and Caprice (CPC)[15, 17, 37]. CPC and TRY belong to the R3-MYB group and are mainly involved in epidermal cell differentiation, together with ENHANCER OF TRY AND CPC1, 2 and 3 (ETC1, ETC2 and ETC3), and TRICHOMELESS1 and 2 (TCL1 and TCL2)[38–41]. Here, we observed that CCA1, CPC and LHY subgroups contain 23, 3 and 1 ‘MYB-related’ TF, respectively in Arabidopsis. To further understand the nature of MYB proteins, their physiochemical properties were also analyzed. The MYB proteins have similar grand average hydropathy (GRAVY) scores. Kyte and Doolittle[42] proposed that higher average hydropathy score of a protein indicates physiochemical property of an integral membrane protein, while a negative score indicates soluble nature of the protein. We observed that all MYB proteins in rice and Arabidopsis, except AT1G35516 had a negative GRAVY score, suggesting that MYBs are soluble proteins, a character that is necessary for transcription factors. Minimum and maximum score of GRAVY were recorded as −1.287 (LOC_Os02g47744) and −0.178 (LOC_Os08g37970) in rice, and −1.359 (AT5G41020) and 0.612 (AT1G35516) in Arabidopsis, respectively. We also calculated average isoelectric point (pI) value. The mean pI values for MYB-1R, R2R3 and R1R2R3 protein families were 7.55, 6.90 and 7.25 in rice, and 7.55, 6.89 and 6.80 in Arabidopsis, respectively. The average molecular weight of MYB-1R, R2R3 and R1R2R3 protein families were 31.128, 34.561 and 72.52 kDa in rice, and 34.186, 35.875 and 86.217 kDa in Arabidopsis, respectively (Additional file1: Table S1).

figure 1

figure 2

figure 3

figure 4

Chromosomal distribution, tandem repeats and duplication

The position of all 155 OsMYB and 197 AtMYB genes were mapped on chromosome pseudomolecules available at MSU (release 5) for rice and TAIR (release 8) for Arabidopsis (Figures5 and6). The distribution and density of the MYB genes on chromosomes were not uniform. Some chromosomes and chromosomal regions have high density of the MYB genes than other regions. Rice chromosome 1 and Arabidopsis chromosome 5 contained highest density of MYB genes, i.e. 21.93 and 28.93%, respectively. Conversely, chromosome 11 of rice and chromosome 2 of Arabidopsis contained lowest density of MYB genes, i.e. 2.58 and 12.69%, respectively. Distribution of MYB genes on chromosomes revealed that lower arm of chromosomes are rich in MYB genes, i.e. 65.16% in rice and 52.79% in Arabidopsis. Distribution pattern also revealed that chromosome 5 in rice, and chromosome 2 and 5 in Arabidopsis contained higher number of MYB genes with introns, i.e. 29.41 and 33.33%, respectively. Intronless MYB genes are absent in chromosome 4, 9, 10, 11 and 12 in rice, and chromosome 1 in Arabidopsis (Figure2). Distribution of MYB genes on chromosomal loci revealed that 11 (7.09%) in rice and 20 (10.15%) genes in Arabidopsis were found in tandem repeats suggesting local duplication (Table2). Chromosome 6 in rice and chromosome 1 in Arabidopsis contained higher number of tandem repeats, i.e. 7 genes and showed over-representation of MYB genes. Three direct tandem repeats were found on chromosome 6 (LOC_Os06g07640; LOC_Os06g07650; LOC_Os06g07660) in rice, and chromosome 1 (AT1G66370, AT1G66380; AT1G66390) as well as chromosome 5 (AT5G40330; AT5G40350; AT5G40360) in Arabidopsis. Four direct tandem repeats were also observed on chromosome 3 (AT3G10580, AT3G10585, AT3G10590 and AT3G10595) in Arabidopsis. Manual inspection unraveled 44 (28.38 %) and 69 (35.02%) homologous pairs of MYB genes in rice and Arabidopsis, respectively evolved due to segmental duplication. We also observed that two homologous pairs in Arabidopsis contained one MYB gene and other than that was not classified as MYB gene in TAIR (release 10) databases (Table3). About 44 (28.39%) OsMYB and 69 (35.02%) AtMYB genes showed homology with multiple genes including MYB genes from various locations on different chromosomes. It is widely accepted that redundant duplicated genes will be lost from the genome due to random mutation and loss of function, except when neo-or sub-functionalization occur[60, 61]. Rabinowicz et al. (1999) suggested that gene duplications in R2R3-type MYB family occurred during earlier period of evolution in land plants[62]. Recently, a range of duplicated pair of MYB genes in R2R3-type protein family has been identified in maize[63]. Among the tandem repeat pair (AT2G26950 and AT2G26960) in Arabidopsis, AtMYB104 (AT2G26950) is down-regulated by ABA, anoxia and cold stress, but up-regulated under drought, high temperature and salt, while AtMYB81 (AT2G26960) expression pattern was opposite to that of AtMYB104, i.e., AtMYB81 is up-regulated in response to ABA, anoxia and cold stress, but down regulated under drought, high temperature and salt stresses. Similar diversification was also observed in the duplicate pair (LOC_Os10g33810 and LOC_Os02g41510) in rice. OsMYB15 (LOC_Os10g33810) expressed in leaf, while LOC_Os02g41510 expressed in shoot and panicle tissue. These spatial and temporal differences among different MYB genes evolved by duplication indicate their functional diversification.

figure 5

figure 6

figure 7

Expression of MYB genes under abiotic stresses

To identify MYB genes with a potential role in abiotic stress response of plants, we analyzed the expression pattern of MYB genes in response to abiotic stresses. Expression of MYBs genes was examined from the availability of full-length cDNA (FL-cDNA) and Expressed Sequence Tag (EST) available at MSU and dbEST databases for rice and Arabidopsis, respectively[68]. It was found that 109 OsMYB genes in rice and 157 AtMYB genes in Arabidopsis had one or more representative ESTs. The LOC_Os10g41200 and AT5G47390 gene in rice and Arabidopsis had maximum number of ESTs, that is, 219 and 44, respectively. About 70% of rice MYB genes and 80% of Arabidopsis MYB genes appeared to be highly expressed as evident from the availability of ESTs for these genes (Additional file6: Table S6). Further, we assessed the expression levels of MYB genes under various abiotic stresses by PlantQTL-GE[69], GENEVESTIGATOR[70, 71] and our previous microarray data experiment (E-MEXP-2401) with rice cv. Nagina 22 and IR64 under normal and drought conditions (Additional file7: Table S7). In our previous microarray data experiments, we found that 142 (92.26%) MYB genes were expressed in seedlings of rice (Additional file8: Figure S1), of which 92 genes were differentially regulated under drought stress. In IR64, 30 genes were up-regulated (≥ 2.0 fold) and 30 genes were down-regulated (≤ 2.0 fold), while in Nagina 22, 22 genes were up-regulated (≥ 2.0 fold) and 19 genes were down-regulated (≤ 2.0 fold) under drought stress. The exploration of PlantQTL-GE for rice MYBs showed that 14 (9.03%) OsMYB genes were up-regulated under cold, drought and salt stress in rice, of which 10 are up-regulated under drought condition. These results suggest that large set of MYB genes may have a role in drought stress response in rice. Previous studies have shown that over-expression of MYB genes improved abiotic stress tolerance of rice and Arabidopsis[24, 72]. In addition to these, we have identified additional MYB genes that are regulated by drought and other stresses, and thus can be used as candidate genes for functional validation. The GENEVESTIGATOR analysis showed that 44.67, 41.12 and 56.85% AtMYB genes were down regulated and 47.21, 50.76 and 35.02% AtMYB genes were up regulated in cold, drought and salt stress, respectively (Additional file9: Figure S2a, b and c, Additional file10: Figure S3).

We analyzed expression patterns of 60 OsMYB and 21 AtMYB genes using QRT-PCR. These genes were selected based on phylogenetic analysis and one gene from each cluster was selected for expression analysis. Out of the 60 genes examined by QRT-PCR, 28 OsMYB genes were up-regulated (≥ 1.5 fold change) under drought stress in rice cv. Nagina 22 (Figure8). We also found that LOC_Os02g47744, LOC_Os12g41920 and LOC_Os06g19980 were highly up-regulated (≥ 4 fold change), indicating their potential role in drought stress. QRT-PCR analysis of 21 MYB genes in Arabidopsis revealed that 7 AtMYB genes were up-regulated (≥ 1.5 fold changes) and another 7 AtMYB genes were down-regulated (≤ 1.5 fold change) under drought stress (Figure8).

figure 8

Tissue-specific expression

In rice, a tissue breakdown of EST evidence for MYB genes was analyzed using the Rice Gene Expression Anatomy Viewer, MSU database[73, 74]. In case of Arabidopsis, tissue-specific expressions of MYB genes were obtained from GENEVESTIGATOR tool[70, 71]. The expression patterns of MYB genes in different tissues are listed in Additional file11: Table S8. The results showed that large numbers of OsMYB genes (32.90%) were highly expressed in the panicle, leaf and shoots (Additional file12: Figure S4). EST frequency analysis suggested that OsMYB g enes, LOC_Os02g34630, LOC_Os08g05510, LOC_Os01g74590, LOC_Os02g09480, LOC_Os09g36730, OsMYB4, LOC_Os10g41200 and LOC_Os01g13740 are highly expressed in flower, anther, endosperm, pistil, shoot, panicle, immature seed and whole plant, respectively. In case of leaves, we observed that three MYB genes, i.e., OsMYB48, LOC_Os06g40710 and LOC_Os10g41200 showed highest levels of expression. In Arabidopsis, the following MYB genes expressed at a very high level: AtMYBCDC5 in callus and seed; AT1G19000 in seedling and stem; AT1G74840 in root and root tip; AT1G26580 in flower, AtMYB91 in shoot, and AtMYB44 in pedicel and leaves. In wheat, TaMYB1 showed high expression in root, sheath and leaf, while TaMYB2 expression was highest in root and leaf, but at low in sheath[75]. TaMYB1 and TaMYB2 showed a very high sequence similarity with AtMYB44 and OsMYB48, respectively. Our analysis also revealed that these two MYBs are highly expressed in leaf as in case of wheat. These analyses will be useful in selecting candidate genes for functional analysis of their role in a specific tissue.

Evolutionary relationship

To understand the evolutionary relationship among MYB family genes, phylogenetic trees were constructed using the multiple sequence alignment of MYB proteins[76]. The tree revealed that tandem repeat and homologous pairs were grouped together into single clade with very strong bootstrap support (Additional file13: Figure S5). These results further support gene duplication in rice and Arabidopsis during evolution which may allow functional diversification by adaptive protein structures[77]. It was also noticed that few “homologues pairs” (e.g. AT5G16600-AT3G02940 in Arabidopsis; LOC_Os12g07610- LOC_Os12g07640 in rice) and “tandem repeat pairs” (e.g. AT3G12720-AT3G12730 in Arabidopsis; LOC_Os06g14700-LOC_Os06g14710 in rice) were found in distinct clade, indicating that only few members had common ancestral origin that existed before the divergence of monocot and dicot. MYB proteins from rice and Arabidopsis with same number of MYB domains were grouped into a single clade. For instance, all the MYBs belonging to R1R2R3 family in both rice and Arabidopsis were clustered into single clade. Within the R2R3 clade, MYBs from rice and Arabidopsis were not found in distinct groups. These results suggest that significant expansion of R2R3-type MYB genes in plants occurred before the divergence of monocots and dicots, which in agreement with the previous studies[4, 62]. Finally, we observed that two CDC5-type and one 4-repeat MYB orthologs were clustered into single clade and might have been derived from an ancient paralog of widely distributed R2R3 MYB genes.

Conclusions

Our study provides genome-wide comparative analysis of MYB TF family gene organization, sequence diversity and expression pattern in rice and Arabidopsis. Structural analysis revealed that introns are highly conserved in the central region of the gene, and R2R3-type MYB proteins usually have two introns at conserved positions. Analysis of length and splicing of the intron/exon and their position in MYB domain suggested that introns were highly conserved within the same subfamily. Most of the MYB genes are present as duplicate genes in both rice and Arabidopsis. Phylogenetic analysis of rice and Arabidopsis MYB proteins showed that tandem repeat and homologous pair was grouped together into single clade. Consensus motif analysis of 1kb upstream region of MYB gene ORFs led to the identification of conserved and over-represented cis-motifs in both rice and Arabidopsis. The comparative analysis of MYB genes in rice and Arabidopsis elucidated chromosomal location, gene structure and phylogenetic relationships, and expression analysis led to the identification of abiotic stress responsive and tissue-specific expression pattern of the selected MYB genes, suggesting functional diversification. Our comprehensive analyses will help design experiments for functional validation of their precise role in plant development and stress responses.

Methods

Identification of MYB gene family in rice and Arabidopsis

To identify MYB transcription factor family genes, we searched and obtained genes annotated as MYB in MSU (release 5) for rice and TAIR (release 8) for Arabidopsis by using in-house PERL script along with careful manual inspection. The primary search disclosed 161 and 199 members annotated as “MYB” or “MYB-related genes” in MSU and TAIR database, respectively. We observed that some protein members lack MYB-DNA binding domain but still annotated as MYB protein family in MSU and TAIR database. We discarded these proteins based in the annotation in MSU (release 7) for rice and TAIR (release 10). Finally, we obtained 155 and 197 MYB genes in rice and Arabidopsis, respectively. The gene identifiers were assigned to each OsMYB and AtMYB genes to avoid confusion when multiple names are used for same gene. Uncharacterized MYB genes are denoted here by their locus id.

MYB annotation

To identify number of domains present in MYB protein we executed domain search by Conserved Domains Database[78] (http://www.ncbi.nlm.nih.gov/Structure/cdd/cdd.shtml) and pfam database[79] (http://pfam.sanger.ac.uk/)with both local and global search strategy and expectation cut off (E value) 1.0 was set as the threshold for significance. Only significant domain found in rice and Arabidopsis MYB protein sequence were considered as a valid domain. To get more information about nature of the MYB protein, grand average of hydropathy (GRAVY), PI and the molecular weight were predicted by ProtParam tool available on Expert Protein Analysis System (ExPASy) proteomics server (http://www.expasy.ch/tools/protparam.html). The subcellular localization of MYB proteins were predicted by Protein Localization Server (PLOC) (http://www.genome.jp/SIT/plocdir/), Subcellular Localization Prediction of Eukaryotic Proteins (SubLoc V 1.0) (http://www.bioinfo.tsinghua.edu.cn/SubLoc/eu_predict.htm), SVM based server ESLpred (http://www.imtech.res.in/raghava/eslpred/submit.html), and ProtComp 9.0 server (http://linux1.softberry.com/berry.phtml?topic=protcomppl&group=programs&subgroup=proloc). Further, species-specific localization prediction system was utilized for Arabidopsis (AtSubP,http://bioinfo3.noble.org/AtSubP/)[57]. MYB protein function in term of their Gene Ontology (GO) was predicted by GO annotation search page available at MSU (http://rice.plantbiology.msu.edu/downloads_gad.shtml) and TAIR (http://www.arabidopsis.org/tools/bulk/go/index.jsp) for rice and Arabidopsis, respectively. Localization consensus was predicted based on majority of result. The confidence level was acquired by assigning equal numeric value (e.g. one) to each general localization predictor and higher value to gene ontology (e.g. two) and species specific predictor (e.g. three).

Identification of over-represented motifs

Phylogenetic analysis

To generate the phylogenetic trees of MYB transcription factor family genes, multiple sequence alignment of MYB protein sequence were performed using COBALT program[82] (http://www.ncbi.nlm.nih.gov/tools/cobalt/). COBALT program automatically utilize information about bona fide proteins (i.e. MYB domains in this case) to execute multiple sequence alignment and build phylogenetic tree. The dendrogram were constructed with the following parameters; method-fast minimum evolution, max sequence difference-0.85, distance- grishin (protein).

MYB localization, tandem repeat and duplication

To map the gene loci on rice and Arabidopsis chromosomes pseudomolecules were used in MapChart (version 2.2) program[83] for rice and chromosome map tool[84] for Arabidopsis available on The Arabidopsis Information Resource (TAIR) database (http://www.arabidopsis.org/jsp/ChromosomeMap/tool.jsp). Tandem repeats were identified by manual visualization of rice and Arabidopsis physical map. Duplication or homologous pair genes were obtained by the segmental genome duplication segment (http://rice.plantbiology.msu.edu/segmental_dup/) and Arabidopsis Syntenic Pairs / Annotation Viewer (http://synteny.cnr.berkeley.edu/AtCNS/) in rice (distance = 500kb) and Arabidopsis, respectively. The tandem repeat and homologous pairs were aligned with the BLAST 2 SEQUENCE tool available on National Center on Biotechnology Information (NCBI) (http://blast.ncbi.nlm.nih.gov/Blast.cgi/).

Gene structure analysis

To know more about intron / exon structure, MYB coding sequence (CDS) were aligned with their corresponding genomic sequences using spidey tool available on NCBI (http://www.ncbi.nlm.nih.gov/spidey/). To identify conserved intronless genes between rice and Arabidopsis, local protein blast (BLASTP) (http://www.molbiol.ox.ac.uk/analysis_tools/BLAST/BLAST_blastall.shtml) was performed for protein sequences of all predicted intronless genes in rice against all predicted intronless gene in Arabidopsis, and vice versa. Hits with 1e-6 or less were treated as conserved intronless genes and hits with 1e-10 or less were treated as paralogs. The cutoff of sequence identity was considered as ≥ 20% over the 70% average query coverage.

Expression analysis

Expression support for each gene model is explored through gene expression evidence search page (http://rice.plantbiology.msu.edu/locus_expression_evidence.shtml) available at MSU for rice and GENEVESTIGATOR tool (https://www.genevestigator.com/) for Arabidopsis. MYB genes for which no ESTs were found, blast (BLASTP and TBLASTN) (http://blast.ncbi.nlm.nih.gov/Blast.cgi) search using NCBI databases was performed. Significant similarity of MYB genes with MYB genes of other plant species was searched. To measure the MYB expression level in abiotic stress plant QTLGE database was used (http://www.scbit.org/qtl2gene/new/) for rice and GENEVESTIGATOR tool (https://www.genevestigator.com/) for Arabidopsis. To identify tissue specific expression level of OsMYB genes in rice, highly expressed gene search (http://Rice.plantbiology.msu.edu/tissue.expression.shtml) available at MSU were used. For Arabidopsis, GENEVESTIGATOR tool (https://www.genevestigator.com/gv/user/gvLogin.jsp) was used.

Plant materials and growth conditions

The plant materials used were drought tolerant rice (Oryza sativa L. subsp. Indica) cv. Nagina 22 and Arabidopsis thaliana ecotype Columbia. The seeds were surface sterilized. Rice seeds were placed on absorbent cotton, which was soaked overnight in water and kept in medium size plastic trays. Arabidopsis seeds were germinated on MS-agar medium containing 1% Sucrose and seven days old seedlings were transferred to soilrite for further growth. The rice and Arabidopsis seedlings were grown in a greenhouse under the photoperiod of 16/8 h light/dark cycle at 28°C ± 1 and 23°C ± 1, respectively.

Drought stress treatment

Drought was imposed to 3-weeks old rice seedlings[85] and 5-week-old Arabidopsis plants by withholding water till visible leaf rolling was observed. Control plants were irrigated with sufficient water. Plant water status was quantified by measuring relative water content of leaf. Control plants showed 96.89 and 97.49% RWC (relative water content), while stressed plants showed 64.86 and 65.2% RWC in rice and Arabidopsis, respectively.

Real-Time RT-PCR

Total RNA from rice and Arabidopsis were isolated by TRIzol Reagent (Ambion) and treated with DNase (QIAGEN, GmbH). The first strand cDNA of rice and Arabidopsis was synthesized using Superscript III Kit (Invitrogen) from 1 μg of total RNA according to manufacturer’s protocol. Reverse transcription reaction was carried out at 44°C for 60 min followed by 92°C for 10 min. Five ng of cDNA was used as template in a 20 μL RT reaction mixture. Sixty three pairs of rice and 51 pairs of Arabidopsis gene specific primers were used to study expression of MYB transcription factor. Gene specific primers were designed using IDT PrimerQuest (http://www.idtdna.com/scitools/applications/primerquest/default.aspx). Ubiquitin and actin primers were used as an internal control in rice and Arabidopsis, respectively. The primer combinations used here for real-time RT-PCR analysis specifically amplified only one desired band. The dissociation curve testing was carried out for each primer pair showing only one melting temperature. The RT-PCR reactions were carried out at 95°C for 5 min followed by 40 cycles of 95°C for 15s and 60°C for 30s each by the method described previously by Dai et al., 2007[24]. For qRT-PCR, QuantiFast SYBR Green PCR master mix (QIAGEN GmbH) was used according to manufacturer’s instruction. The threshold cycles (CT) of each test target were averaged for triplicate reactions, and the values were normalized according to the CT of the control products (Os-actin or Ubiquitin) in case of rice and Arabidopsis, respectively. MYB TFs expression data were normalized by subtracting the mean reference gene CT value from individual CT values of corresponding target genes (ΔCT). The fold change value was calculated using the expression, where ΔΔCT represents difference between the ΔCT condition of interest and ΔCT control. The primer sets used to study the MYB TFs expression profile are given in the Additional file14: Table S9.

Abbreviations

Michigan State University

The Arabidopsis Information Resource

Practical Extraction and Report Language

Basic Local Alignment Search Tool

Multiple Expectation Maximization for Motif Elicitation

Expressed Sequence Tag

National Center for Biotechnology Information

Gene Expression Omnibus

Quantitative Reverse Transcription Polymerase Chain Reaction.

References

  1. Ptashne M: How eukaryotic transcriptional activators work. Nature. 1988, 335: 683-689. 10.1038/335683a0. ArticleCASPubMedGoogle Scholar
  2. Klempnauer KH, Gonda TJ, Bishop JM: Nucleotide sequence of the retroviral leukemia gene v-myb and its cellular progenitor c-MYB: the architecture of a transduced oncogene. Cell. 1982, 31: 453-463. 10.1016/0092-8674(82)90138-6. ArticleCASPubMedGoogle Scholar
  3. Weston K: Myb proteins in life, death and differentiation. Curr Opin Genet Dev. 1998, 8: 76-81. 10.1016/S0959-437X(98)80065-8. ArticleCASPubMedGoogle Scholar
  4. Lipsick JS: One billion years of Myb. Oncogene. 1996, 13: 223-235. CASPubMedGoogle Scholar
  5. Paz-Ares J, Ghosal D, Wienand U, Peterson P, Saedler H: The regulatory c1 locus of Zea mays encodes a protein with homology to MYB oncogene products and with structural similarities to transcriptional activators. EMBO J. 1987, 6: 3553-3558. PubMed CentralCASPubMedGoogle Scholar
  6. Riechmann JL, Heard J, Martin G, Reuber L, Jiang C, Keddie J, Adam L, Pineda O, Ratcliffe OJ, Samaha RR, Creelman R, Pilgrim M, Broun P, Zhang JZ, Ghandehari D, Sherman BK, Yu G: Arabidopsis transcription factors: genome-wide comparative analysis among eukaryotes. Science. 2000, 290: 2105-2110. 10.1126/science.290.5499.2105. ArticleCASPubMedGoogle Scholar
  7. Martin C, Paz-Ares J: MYB transcription factors in plants. Trends Genet. 1997, 13: 67-73. 10.1016/S0168-9525(96)10049-4. ArticleCASPubMedGoogle Scholar
  8. Kranz H, Scholz K, Weisshaar B: c-MYB oncogene-like genes encoding three MYB repeats occur in all major plant lineage. Plant J. 2000, 21: 231-235. 10.1046/j.1365-313x.2000.00666.x. ArticleCASPubMedGoogle Scholar
  9. Yanhui C, Xiaoyuan Y, Kun H, Meihua L, Jigang L, Zhaofeng G, Zhiqiang L, Yunfei Z, Xiaoxiao W, Xiaoming Q, Yunping S, Li Z, Xiaohui D, Jingchu L, Xing-Wang D, Zhangliang C, Hongya G, Li-Jia Q: The MYB transcription factor superfamily of Arabidopsis: expression analysis and phylogenetic comparison with the rice MYB family. Plant Mol Biol. 2006, 60: 107-124. 10.1007/s11103-005-2910-y. ArticlePubMedGoogle Scholar
  10. Pasquali G, Biricolti S, Locatelli F, Baldoni E, Mattana M: OsMYB4 expression improves adaptive responses to drought and cold stress in transgenic apples. Plant Cell Rep. 2008, 27: 1677-1686. 10.1007/s00299-008-0587-9. ArticleCASPubMedGoogle Scholar
  11. Li-Jia Q, Zhu Y-X: Transcription factor families in Arabidopsis: major progress and outstanding issues for future research. Curr Opin Plant Biol. 2006, 9: 544-549. 10.1016/j.pbi.2006.07.005. ArticleGoogle Scholar
  12. Feller A, Machemer K, Braun EL, Grotewold E: Evolutionary and comparative analysis of MYB and bHLH plant transcription factors. Plant J. 2011, 66 (1): 94-116. 10.1111/j.1365-313X.2010.04459.x. ArticleCASPubMedGoogle Scholar
  13. Kanei-Ishii C, Sarai A, Sawazaki T, Nakagoshi H, He DN, Ogata K, Nishimura Y, Ishii S: The tryptophan cluster: a hypothetical structure of the DNA-binding domain of the myb protooncogene product. J Biol Chem. 1990, 265: 19990-19995. CASPubMedGoogle Scholar
  14. Ogata K, Morikawa S, Nakamura H, Sekikawa A, Inoue T, Kanai H, Sarai A, Ishii S, Nishimura Y: Solution structure of a specific DNA complex of the MYB DNA-binding domain with cooperative recognition helices. Cell. 1994, 79: 639-648. 10.1016/0092-8674(94)90549-5. ArticleCASPubMedGoogle Scholar
  15. Dubos C, Stracke R, Grotewold E, Weisshaar B, Martin C, Lepiniec L: MYB transcription factors in Arabidopsis. Trends Plant Sci. 2010, 15: 1360-1385. ArticleGoogle Scholar
  16. Jiang C, Gu J, Chopra S, Gu X, Peterson T: Ordered origin of the typical two- and three-repeat Myb genes. Gene. 2004, 326: 13-22. ArticleCASPubMedGoogle Scholar
  17. Rosinski JA, Atchley WR: Molecular evolution of the Myb family of transcription factors: evidence for polyphyletic origin. J Mol Evol. 1998, 46: 74-83. 10.1007/PL00006285. ArticleCASPubMedGoogle Scholar
  18. Allan AC, Hellens RP, Laing WA: MYB transcription factors that colour our fruit. Cell. 2008, 13: 99-102. CASGoogle Scholar
  19. Cominelli E, Tonelli C: A new role for plant R2R3-MYB transcription factors in cell cycle regulation. Cell Res. 2009, 19: 1231-1232. 10.1038/cr.2009.123. ArticlePubMedGoogle Scholar
  20. Agarwal M, Hao Y, Kapoor A, Dong CH, Fujii H, Zheng X, Zhu JK: A R2R3 type MYB transcription factor is involved in the cold regulation of CBF genes and in acquired freezing tolerance. J Biol Chem. 2006, 281: 37636-37645. 10.1074/jbc.M605895200. ArticleCASPubMedGoogle Scholar
  21. Ma Q, Dai X, Xu Y, Guo J, Liu Y, Chen N, Xiao J, Zhang D, Xu Z, Zhang X, Chong K: Enhanced tolerance to chilling stress in OsMYB3R-2 transgenic rice is mediated by alteration in cell cycle and ectopic expression of stress genes. Plant Physiol. 2009, 150: 244-256. 10.1104/pp.108.133454. ArticlePubMed CentralCASPubMedGoogle Scholar
  22. Vannini C, Locatelli F, Bracale M, Magnani E, Marsoni M, Osnato M, Mattana M, Baldoni E, Coraggio I: Overexpression of the rice OsMYB4 gene increases chilling and freezing tolerance of Arabidopsis thaliana plants. Plant J. 2004, 37: 115-127. 10.1046/j.1365-313X.2003.01938.x. ArticleCASPubMedGoogle Scholar
  23. Seo PJ, Xiang F, Qiao M, Park JY, Lee YN, Kim SG, Lee YH, Park WJ, Park CM: The MYB96 transcription factor mediates abscisic acid signaling during drought stress response in Arabidopsis. Plant Physiol. 2009, 151: 275-289. 10.1104/pp.109.144220. ArticlePubMed CentralCASPubMedGoogle Scholar
  24. Ding Z, Li S, An X, Liu X, Qin H, Wang D: Transgenic expression of MYB15 confers enhanced sensitivity to abscisic acid and improved drought tolerance in Arabidopsis thaliana. Cell Res. 2008, 18: 1047-1060. 10.1038/cr.2008.280. ArticleGoogle Scholar
  25. Ito M, Araki S, Matsunaga S, Itoh T, Nishihama R, Machida Y, Doonan JH, Watanabe A: G2/M-phase-specific transcription during the plant cell cycle is mediated by c-MYB-like transcription factors. Plant Cell. 2001, 13: 1891-1905. ArticlePubMed CentralCASPubMedGoogle Scholar
  26. Araki S, Ito M, Soyano T, Nishihama R, Machida Y: Mitotic cyclins stimulate the activity of c-MYB-like factors for transactivation of G2/M phase-specific genes in tobacco. J Biol Chem. 2004, 279: 32979-32988. 10.1074/jbc.M403171200. ArticleCASPubMedGoogle Scholar
  27. Dai X, Xu Y, Ma Q, Xu W, Wang T, Xue Y, Chong K: Overexpression of an R1R2R3 MYB Gene, OsMYB3R-2, increases tolerance to freezing, drought, and salt stress in transgenic Arabidopsis. Plant Physiol. 2007, 143: 1739-1751. 10.1104/pp.106.094532. ArticlePubMed CentralCASPubMedGoogle Scholar
  28. Haga N, Kato K, Murase M, Araki S, Kubo M, Demura T, Suzuki K, Muller I, Voss U, Jurgens G, Ito M: R1R2R3-MYB proteins positively regulate cytokinesis through activation of KNOLLE transcription in Arabidopsis thaliana. Development. 2007, 134: 1101-1110. 10.1242/dev.02801. ArticleCASPubMedGoogle Scholar
  29. Allen RS, Li J, Stalhe MI, Dubroue A, Gubler F, Millar A: Genetic analysis reveals functional redundancy and the major target genes of the Arabidopsis miR159 family. Proc. Natl. Acad. Sci. USA. 2007, 104: 16371-16376. 10.1073/pnas.0707653104. ArticlePubMed CentralCASPubMedGoogle Scholar
  30. Addo-Quaye C, Eshoo TW, Bartel DP, Axtell MJ: Endogenous siRNA and miRNA targets identified by sequencing of the Arabidopsis degradome. Current Biol. 2008, 18: 758-762. 10.1016/j.cub.2008.04.042. ArticleCASGoogle Scholar
  31. Stracke R, Werber M, Weisshaar B: The R2R3-MYB gene family in Arabidopsis thaliana. Curr Opin Plant Biol. 2001, 4: 447-456. 10.1016/S1369-5266(00)00199-0. ArticleCASPubMedGoogle Scholar
  32. Shinozaki K, Yamaguchi-Shinozaki K, Urao T, Koizumi M: Nucleotide sequence of a gene from Arabidopsis thaliana encoding a MYB homologue. Plant Mol Biol. 1992, 19: 493-499. 10.1007/BF00023398. ArticleCASPubMedGoogle Scholar
  33. Romero I, Fuertes A, Benito MJ, Malpical JM, Leyva A, Paz-Ares J: More than 80 R2R3-MYB regulatory genes in the genome of Arabidopsis thaliana. Plant J. 1998, 14: 273-284. 10.1046/j.1365-313X.1998.00113.x. ArticleCASPubMedGoogle Scholar
  34. Kranz HD, Denekamp M, Greco R, Jin H, Leyva A, Meissner RC, Petroni K, Urzainqui A, Bevan M, Martin C: Towards functional characterization of the members of the R2R3-MYB gene family from Arabidopsis thaliana. Plant J. 1998, 16: 263-276. 10.1046/j.1365-313x.1998.00278.x. ArticleCASPubMedGoogle Scholar
  35. Karamysheva ZN, Surovtseva YV, Vespa L, Shakirov EV, Shippen DE: A C-terminal Myb extension domain defines a novel family of double-strand telomeric DNA-binding proteins in Arabidopsis. J Biol Chem. 2004, 279: 47799-47807. 10.1074/jbc.M407938200. ArticleCASPubMedGoogle Scholar
  36. Jin H, Martin C: Multifunctionality and diversity within the plant MYB-gene family. Plant Mol Biol. 1999, 41: 577-585. 10.1023/A:1006319732410. ArticleCASPubMedGoogle Scholar
  37. Lu SX, Knowles SM, Andronis C, Ong MS, Tobin EM: CIRCADIAN CLOCK ASSOCIATED1 and LATE ELONGATED HYPOCOTYL function synergistically in the circadian clock of Arabidopsis. Plant Physiol. 2009, 150: 834-843. 10.1104/pp.108.133272. ArticlePubMed CentralCASPubMedGoogle Scholar
  38. Simon M: Distinct and overlapping roles of single-repeat MYB genes in root epidennal patterning. Dev Biol. 2007, 311: 566-578. 10.1016/j.ydbio.2007.09.001. ArticleCASPubMedGoogle Scholar
  39. Dubos C: MYBL2 is a new regulator of flavonoid biosynthesis in Arabidopsis thaliana. Plant J. 2008, 55: 940-953. 10.1111/j.1365-313X.2008.03564.x. ArticleCASPubMedGoogle Scholar
  40. Matsui K: AtMYBL2, a protein with a single MYB domain, act as negative regulator of anthocyanin biosynthesis in Arabidopsis. Plant J. 2008, 55: 954-967. 10.1111/j.1365-313X.2008.03565.x. ArticleCASPubMedGoogle Scholar
  41. Pesch M, Hulskamp M: One, two, thee. Models for trichome patterning in Arabidopsis. Curr. Opin. Plant Biol. 2009, 12: 587-592. 10.1016/j.pbi.2009.07.015. ArticleCASPubMedGoogle Scholar
  42. Kyte J, Doolittle RF: A simple method for displaying the hydropathic character of a protein. J Mol Biol. 1982, 157: 105-132. 10.1016/0022-2836(82)90515-0. ArticleCASPubMedGoogle Scholar
  43. Ramachandran S, Hiratsuka K, Chua NH: Transcription factors in plant growth and development. Curr Opin Genet Dev. 1994, 4 (5): 642-646. 10.1016/0959-437X(94)90129-Q. ArticleCASPubMedGoogle Scholar
  44. Borevitz JO, Xia Y, Blount J, Dixon RA, Lamb C: Activation tagging identifies a conserved MYB regulator of phenylpropanoid biosynthesis. Plant Cell. 2000, 12: 2383-2394. ArticlePubMed CentralCASPubMedGoogle Scholar
  45. Nesi N, Jond C, Debeaujon I, Caboche M, Lepiniec L: The Arabidopsis TT2 gene encodes an R2R3 MYB domain protein that acts as a key determinant for proanthocyanidin accumulation in developing seed. Plant Cell. 2001, 13: 2099-2114. PubMed CentralCASPubMedGoogle Scholar
  46. Baudry A, Heim MA, Dubreucq B, Caboche M, Weisshaar B, Lepiniec L: TT2, TT8, and TTG1 synergistically specify the expression of BANYULS and proanthocyanidin biosynthesis in Arabidopsis thaliana. Plant J. 2004, 39: 366-380. 10.1111/j.1365-313X.2004.02138.x. ArticleCASPubMedGoogle Scholar
  47. Lee MM, Schiefelbein J: WEREWOLF, a MYB-related protein in Arabidopsis, is a position-dependent regulator of epidermal cell patterning. Cell. 1999, 99: 473-483. 10.1016/S0092-8674(00)81536-6. ArticleCASPubMedGoogle Scholar
  48. Lee MM, Schiefelbein J: Developmentally distinct MYB genes encode functionally equivalent proteins in Arabidopsis. Development. 2001, 12: 1539-1546. Google Scholar
  49. Higginson T, Li SF, Parish RW: AtMYB103 regulates tapetum and trichome development in Arabidopsis thaliana. Plant J. 2003, 35: 177-192. 10.1046/j.1365-313X.2003.01791.x. ArticleCASPubMedGoogle Scholar
  50. Ito M: Conservation and diversification of three-repeat MYB transcription factor in plants. J Plant Res. 2005, 118: 61-69. 10.1007/s10265-005-0192-8. ArticleCASPubMedGoogle Scholar
  51. Jin H, Cominelli E, Bailey P, Parr A, Mehrtens F, Jones J, Tonelli C, Weisshaar B, Martin C: Transcriptional repression by AtMYB4 controls production of UV-protecting sunscreens in Arabidopsis. EMBO J. 2000, 19: 6150-6161. 10.1093/emboj/19.22.6150. ArticlePubMed CentralCASPubMedGoogle Scholar
  52. Hemm MR, Herrmann KM, Chapple C: AtMYB4: a transcription factor general in the battle against UV. Trends Plant Sci. 2001, 6: 135-136. 10.1016/S1360-1385(01)01915-X. ArticleCASPubMedGoogle Scholar
  53. Walker JC: Receptor-like protein kinase genes of Arabidopsis thaliana. Plant J. 1993, 3: 451-456. 10.1111/j.1365-313X.1993.tb00164.x. ArticleCASPubMedGoogle Scholar
  54. Bender J, Fink GR: A MYB homologue, ATR1, activates tryptophan gene expression in Arabidopsis. Proc. Natl. Acad. Sci. USA. 1998, 95: 5655-5660. 10.1073/pnas.95.10.5655. ArticlePubMed CentralCASPubMedGoogle Scholar
  55. Kim JH, Lee BW, Schroeder FC, Jander G: Identification of indoleglucosinolate breakdown products with antifeedant effects on Myzus persicae (green peach aphid). Plant J. 2008, 54: 1015-1026. 10.1111/j.1365-313X.2008.03476.x. ArticleCASPubMedGoogle Scholar
  56. Kirik V, Lee MM, Wester K, Herrmann U, Zheng Z, Oppenheimer D, Schiefelbein J, Hulskamp M: Functional diversification of MYB23 and GL1 genes in trichome morphogenesis and initiation. Development. 2005, 132: 1477-1485. 10.1242/dev.01708. ArticleCASPubMedGoogle Scholar
  57. Kaundal R, Saini R, Zhao PX: Combining Machine Learning and Homology-based Approaches to Accurately Predict Subcellular Localization in Arabidopsis. Plant Physiol. 2010, 154 (1): 36-54. 10.1104/pp.110.156851. ArticlePubMed CentralCASPubMedGoogle Scholar
  58. Jain M, Khurana P, Tyagi AK, Khurana JP: Genome-wide analysis of intronless genes in rice and Arabidopsis. Funct Integr Genomics. 2008, 8: 69-78. 10.1007/s10142-007-0052-9. ArticleCASPubMedGoogle Scholar
  59. Li J, Li X, Guo L, Lu F, Feng X, He K, Wei L, Chen Z, Qu LJ, Gu H: A subgroup of MYB transcription factor genes undergoes highly conserved alternative splicing in Arabidopsis and rice. J Exp Bot. 2006, 57 (6): 1263-1273. 10.1093/jxb/erj094. ArticleCASPubMedGoogle Scholar
  60. Blanc G, Wolfe KH: Functional divergence of duplicated genes formed by polyploidy during Arabidopsis evolution. Plant Cell. 2004, 16: 1679-1691. 10.1105/tpc.021410. ArticlePubMed CentralCASPubMedGoogle Scholar
  61. Thomas BC, Pedersen B, Freeling M: Following tetraploidy in an Arabidopsis ancestor, genes were removed preferentially from one homeolog leaving clusters enriched in dose-sensitive genes. Genome Res. 2006, 16: 934-946. 10.1101/gr.4708406. ArticlePubMed CentralCASPubMedGoogle Scholar
  62. Rabinowicz PD, Braun EL, Wolfe AD, Bowen B, Grotewold E: Maize R2R3 MYB genes: sequence analysis reveals amplification in higher plants. Genetics. 1999, 153: 427-444. PubMed CentralCASPubMedGoogle Scholar
  63. Braun EL, Grotewold E: Diversification of the R2R3 MYB gene family and the segmental allotetraploid origin of the maize genome. Maize Genet Coop Newsl. 1999, 73: 26-27. Google Scholar
  64. Lenka SK, Katiyar A, Chinnusamy V, Bansal KC: Comparative analysis of drought responsive transcriptome in Indica rice genotypes with contrasting drought tolerance. Plant Biotechnol J. 2011, 9 (3): 315-327. 10.1111/j.1467-7652.2010.00560.x. ArticleCASPubMedGoogle Scholar
  65. Lenka SK, Lohia B, Kumar A, Chinnusamy V, Bansal KC: Genome-wide targeted prediction of ABA responsive genes in rice based on over-represented cis-motif in co-expressed genes. Plant Mol Biol. 2009, 69: 261-271. 10.1007/s11103-008-9423-4. ArticleCASPubMedGoogle Scholar
  66. Wang ZY, Kenigsbuch D, Sun L, Harel E, Ong MS, Tobin EM: A Myb-related transcription factor is involved in the phytochrome regulation of an Arabidopsis Lhcb gene. Plant Cell. 2007, 9: 491-507. ArticleGoogle Scholar
  67. Mockler TC, Michael TP, Priest HD, Shen R, Sullivan CM, Givan SA, McEntee C, Kay S, Chory J: Diurnal and circadian expression profiling, model-based pattern matching and promoter analysis. Cold Spring Harb Symp Quant Biol. 2007, 72: 353-363. 10.1101/sqb.2007.72.006. ArticleCASPubMedGoogle Scholar
  68. Boguski MS, Lowe TM, Tolstoshev CM: dbEST–database for "expressed sequence tags". Nat Genet. 1993, 4: 332-333. 10.1038/ng0893-332. ArticleCASPubMedGoogle Scholar
  69. Zeng H, Luo L, Zhang W, Zhou J, Li Z, Liu H, Zhu T, Feng X, Zhong Y: PlantQTL-GE: a database system for identifying candidate genes in rice and Arabidopsis by gene expression and QTL information. Nucleic Acids Res. 2007, 35: D879-D882. 10.1093/nar/gkl814. ArticlePubMed CentralCASPubMedGoogle Scholar
  70. Zimmermann P, Hoffmann MH, Hennig L, Gruissem W: GENEVESTIGATOR. Arabidopsis microarray database and analysis toolbox. Plant Physiol. 2004, 136: 2621-2632. 10.1104/pp.104.046367. ArticlePubMed CentralCASPubMedGoogle Scholar
  71. Hruz T, Laule O, Szabo G, Wessendorp F, Bleuler S, Oertle L, Widmayer P, Gruissem W, Zimmermann P: Genevestigator V3: A Reference Expression Database for the Meta-Analysis of Transcriptomes. Adv Bioinformatics. 2008, 2008: 420747- ArticlePubMed CentralPubMedGoogle Scholar
  72. Yang A, Dai X, Zhang WH: A R2R3-type MYB gene, OsMYB2, is involved in salt, cold, and dehydration tolerance in rice. J Exp Bot. 2012, 63 (7): 2541-56. 10.1093/jxb/err431. ArticlePubMed CentralCASPubMedGoogle Scholar
  73. Yuan Q, Ouyang S, Wang A, Zhu W, Maiti R, Lin H, Hamilton J, Haas B, Sultana R, Cheung F, Wortman J, Buell CR: The institute for genomic research Osa1 rice genome annotation database. Plant Physiol. 2005, 138: 18-26. 10.1104/pp.104.059063. ArticlePubMed CentralCASPubMedGoogle Scholar
  74. Ouyang S, Zhu W, Hamilton J, Lin H, Campbell M, Childs K, Thibaud-Nissen F, Malek RL, Lee Y, Zheng L, Orvis J, Haas B, Wortman J, Buell CR: The TIGR rice Ggenome annotation resource: improvements and new features. Nucleic Acids Res. 2007, 35: D883-D887. 10.1093/nar/gkl976. ArticlePubMed CentralCASPubMedGoogle Scholar
  75. Chen R, Ni Z, Nie X, Qin Y, Dong G, Sun Q: Isolation and characterization of genes encoding Myb transcription factor in wheat (Triticum aestivem L.). Plant Sci. 2005, 169: 1146-1154. 10.1016/j.plantsci.2005.07.018. ArticleCASGoogle Scholar
  76. Larkin MA, Blackshields G, Brown NP, Chenna R, McGettigan PA, McWilliam H, Valentin F, Wallace IM, Wilm A, Lopez R, Thompson JD, Gibson TJ, Higgins DG: Clustal W and Clustal X version 2.0. Bioinformatics. 2007, 23: 2947-2948. 10.1093/bioinformatics/btm404. ArticleCASPubMedGoogle Scholar
  77. Li J, Clegg MT, Jiang T: Evolutionary Dynamics of the DNA-Binding Domains in Putative R2R3-MYB Genes Identified from Rice Subspecies indica and japonica Genomes. Plant Physiol. 2004, 135: 575-585. Google Scholar
  78. Marchler-Bauer A, Lu S, Anderson JB, Chitsaz F, Derbyshire MK, Deweese-Scott C, Fong JH, Geer LY, Geer RC, Gonzales NR, Gwadz M, Hurwitz DI, Jackson JD, Ke Z, Lanczycki CJ, Lu F, Marchler GH, Mullokandov M, Omelchenko MV, Robertson CL, Song JS, Thanki N, Yamashita RA, Zhang D, Zhang N, Zheng C, Bryant SH: CDD: a Conserved Domain Database for the functional annotation of proteins. Nucleic Acids Res. 2011, 39: D225-D229. 10.1093/nar/gkq1189. ArticlePubMed CentralCASPubMedGoogle Scholar
  79. Finn RD, Tate J, Mistry J, Coggill PC, Sammut JS, Hotz HR, Ceric G, Forslund K, Eddy SR, Sonnhammer EL, Bateman A: The Pfam protein families database. Nucleic Acids Res. 2008, 36: D281-D288. 10.1093/nar/gkn226. ArticlePubMed CentralCASPubMedGoogle Scholar
  80. Bailey TL, Williams N, Misleh C, Li WW: MEME: discovering and analyzing DNA and protein sequence motifs. Nucleic Acids Res. 2006, 34: W369-W373. 10.1093/nar/gkl198. ArticlePubMed CentralCASPubMedGoogle Scholar
  81. Higo K, Ugawa Y, Iwamoto M, Korenaga T: Plant cis-acting regulatory DNA elements (PLACE) database. Nucleic Acids Res. 1999, 27: 297-300. 10.1093/nar/27.1.297. ArticlePubMed CentralCASPubMedGoogle Scholar
  82. Papadopoulos JS, Agarwala R: COBALT: constraint-based alignment tool for multiple protein sequences. Bioinformatics. 2007, 23: 1073-1079. 10.1093/bioinformatics/btm076. ArticleCASPubMedGoogle Scholar
  83. Voorrips RE: MapChart: Software for the graphical presentation of linkage maps and QTLs. J Hered. 2002, 93 (1): 77-78. 10.1093/jhered/93.1.77. ArticleCASPubMedGoogle Scholar
  84. Poole RL: The TAIR database. Methods Mol Biol. 2007, 406: 179-212. CASPubMedGoogle Scholar
  85. Salekdeh GH, Siopongco J, Wade LJ, Ghareyazie B, Bennett B: Proteomic analysis of rice leaves during drought stress and recovery. Proteomics. 2002, 2: 1131-1145. 10.1002/1615-9861(200209)2:93.0.CO;2-1. ArticleCASPubMedGoogle Scholar

Acknowledgements

We thank Indian Council of Agricultural Research (ICAR) for supporting this work through the ICAR-sponsored Network Project on Transgenics in Crops (NPTC) and National Initiative on Climate Resilient Agriculture (NICRA). SKL gratefully acknowledge University Grants Commission (UGC) and Council of Scientific and Industrial Research (CSIR) for CSIR-UGC Junior and Senior Research Fellowship Grant. SS and RR acknowledge the senior research and research associate fellowship grant by Department of Biotechnology (DBT), Govt. of India, respectively. We thank Cathie Martin, John Innes Centre, Norwich Research Park, Colney, Norwich, UK, for her valuable suggestions on the data analysis and manuscript.

Author information

Authors and Affiliations

  1. National Research Centre on Plant Biotechnology, Indian Agricultural Research Institute, New Delhi, 110012, India Amit Katiyar, Shuchi Smita, Sangram Keshari Lenka, Ravi Rajwanshi & Kailash Chander Bansal
  2. National Bureau of Plant Genetic Resources, Indian Agricultural Research Institute Campus, New Delhi, 110012, India Amit Katiyar, Shuchi Smita & Kailash Chander Bansal
  3. Department of Biology, University of Massachusetts, Amherst, MA, 01003, USA Sangram Keshari Lenka
  4. Department of Biotechnology, Assam University, Silchar, Assam, 788011, India Ravi Rajwanshi
  5. Division of Plant Physiology, Indian Agricultural Research Institute, New Delhi, 110012, India Viswanathan Chinnusamy
  1. Amit Katiyar