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ORIGINAL RESEARCH article

Front. Plant Sci., 27 October 2015
Sec. Plant Physiology
This article is part of the Research Topic Abiotic Stress Signaling in Plants: Functional Genomic Intervention View all 50 articles

Genome-wide survey and comprehensive expression profiling of Aux/IAA gene family in chickpea and soybean

  • Functional and Applied Genomics Laboratory, National Institute of Plant Genome Research, New Delhi, India

Auxin plays a central role in many aspects of plant growth and development. Auxin/Indole-3-Acetic Acid (Aux/IAA) genes cooperate with several other components in the perception and signaling of plant hormone auxin. An investigation of chickpea and soybean genomes revealed 22 and 63 putative Aux/IAA genes, respectively. These genes were classified into six subfamilies on the basis of phylogenetic analysis. Among 63 soybean Aux/IAA genes, 57 (90.5%) were found to be duplicated via whole genome duplication (WGD)/segmental events. Transposed duplication played a significant role in tandem arrangements between the members of different subfamilies. Analysis of Ka/Ks ratio of duplicated Aux/IAA genes revealed purifying selection pressure with restricted functional divergence. Promoter sequence analysis revealed several cis-regulatory elements related to auxin, abscisic acid, desiccation, salt, seed, and endosperm, indicating their role in development and stress responses. Expression analysis of chickpea and soybean Aux/IAA genes in various tissues and stages of development demonstrated tissue/stage specific differential expression. In soybean, at least 16 paralog pairs, duplicated via WGD/segmental events, showed almost indistinguishable expression pattern, but eight pairs exhibited significantly diverse expression patterns. Under abiotic stress conditions, such as desiccation, salinity and/or cold, many Aux/IAA genes of chickpea and soybean revealed differential expression. qRT-PCR analysis confirmed the differential expression patterns of selected Aux/IAA genes in chickpea. The analyses presented here provide insights on putative roles of chickpea and soybean Aux/IAA genes and will facilitate elucidation of their precise functions during development and abiotic stress responses.

Introduction

Auxin regulates cell division and elongation to drive plant growth and development (Woodward and Bartel, 2005). Perception of auxin and control of auxin-regulated gene expression is mediated by proteins belonging to three families including, receptors (F-box proteins), repressors [Auxin/Indole-3-Acetic Acids (Aux/IAAs)] and transcription activators auxin response factors (ARFs). The transmission of auxin signal depends upon interactions between components of these protein families. Under low concentration of auxin, formation of an ARF-Aux/IAA hetero-dimer results in the repression of target ARF transcription factors (Tiwari et al., 2001; Guilfoyle and Hagen, 2007). When auxin concentration is high, a co-receptor complex consisting of an F-box protein from the transport inhibitor response1 (TIR1)/auxin signaling F-box protein (AFB) family and an Aux/IAA protein, binds auxin (Dharmasiri et al., 2005; Tan et al., 2007). The F-box protein, being a component of a Skp1–Cullin–F-box (SCF) E3 ubiquitin ligase (Gray et al., 2001; Kepinski and Leyser, 2005), polyubiquitinylates and targets the Aux/IAA proteins for degradation (Maraschin et al., 2009). This degradation event relieves ARF transcription factor repression, thus allowing auxin-regulated gene transcription (Reed, 2001; Tiwari et al., 2001).

Aux/IAA proteins contain four conserved sequence motifs, among which motif I, an amino-terminal leucine repeat motif (LxLxLx) functions as transcriptional repressor of downstream auxin-regulated genes (Tiwari et al., 2001, 2004). Motif II, a TIR1/AFB recognition sequence with the conserved degron-sequence, GWPPV, is responsible for the stability of Aux/IAA proteins (Tiwari et al., 2004). Its interaction with the F-box protein, TIR1, leads to rapid degradation of Aux/IAA proteins (Dharmasiri et al., 2005). Motif III contains a βαα region and motif IV represents an acidic region (Hagen and Guilfoyle, 2002; Liscum and Reed, 2002). Motifs III and IV of Aux/IAA proteins enable homo- and/or hetero-dimerization with other Aux/IAA or ARF proteins and control the expression of downstream auxin-responsive genes (Kim et al., 1997; Ulmasov et al., 1997; Remington et al., 2004; Overvoorde et al., 2005). Although the presence of four conserved motifs is characteristic of Aux/IAA family, some members do not have one or more of these motifs and are called non-canonical members (Reed, 2001; Jain et al., 2006; Wang et al., 2010a; Audran-Delalande et al., 2012). Particularly, some members lack conserved motif II and are incapable of being recognized by TIR1/AFB proteins, indicating that these Aux/IAA proteins may be involved in other auxin-regulated biological processes (Jain et al., 2006; Kalluri et al., 2007; Sato and Yamamoto, 2008; Wang et al., 2010a,b; Audran-Delalande et al., 2012).

Many Aux/IAA genes have been characterized on the basis of mutant analysis in Arabidopsis, which demonstrated the important functions of Aux/IAA family genes in various developmental processes. For example, functional loss of IAA1/AXR5, a substrate of SCFTIR1, showed auxin-related growth defects and auxin-insensitive phenotype (Yang et al., 2004). Loss-of-function mutant, iaa3/shy2, affects auxin homeostasis and formation of lateral roots (Uberti-Manassero et al., 2012). The mutants, iaa7/axr2, iaa17/axr3, iaa19/msg2, and iaa28 showed reduction in lateral root numbers (Tatematsu et al., 2004; Okushima et al., 2007; Uehara et al., 2008; Rinaldi et al., 2012), whereas iaa14/slr mutant blocked lateral root formation entirely (Fukaki et al., 2002). A gain-of-function mutant, iaa16, showed hampered plant growth and decreased response to auxin (Rinaldi et al., 2012). In rice, over-expression of OsIAA1 led to inhibition of root elongation and shoot growth (Song et al., 2009) and a gain-of-function in OsIAA11 resulted in the loss of lateral roots (Zhu et al., 2012). OsIAA23 was found to be involved in post embryonic maintenance of quiescent center in rice (Jun et al., 2011).

The members of Aux/IAA gene family have been identified in several plant species, including Arabidopsis (Liscum and Reed, 2002), rice (Jain et al., 2006), Populus (Kalluri et al., 2007), maize (Wang et al., 2010b), tomato (Wu et al., 2012), Vitis vinifera (Cakir et al., 2013), and Medicago (Shen et al., 2014). However, a genome-wide analysis of Aux/IAA gene family in chickpea and soybean (for which genome sequences are available) is lacking as of now. Chickpea and soybean are very important legume crops, which serve as major source of proteins and carbohydrate. Considering diverse role of Aux/IAA family members in other plants, it is important to explore this gene family in chickpea and soybean. In this study, we identified Aux/IAA genes in chickpea and soybean genomes. We analyzed their sequence characteristics, genomic organization, cis-regulatory elements, and performed evolutionary duplication analysis. Furthermore, we analyzed spatio-temporal differential expression between Aux/IAA paralogs in various tissues/stages of development and under abiotic stress conditions. These data would facilitate future studies on elucidating the exact biological functions of Aux/IAA genes in legumes.

Materials and Methods

Identification of Aux/IAA Genes

Kabuli and desi chickpea genome annotations were downloaded from Legume Information System1 (LIS; Varshney et al., 2013) and Chickpea Genome Analysis Project2 (CGAP2; Parween et al., 2015), respectively. Soybean genome annotation was downloaded from Phytozome (v10, www.phytozome.net). Chickpea and soybean proteomes were searched to identify Aux/IAA proteins via HMMER and Basic Local Alignment Search Tool (BLASTP) algorithms using the published Arabidopsis Aux/IAA protein sequences as query. All obtained protein sequences were examined for the presence of Aux/IAA (PF02309) domain using the Hidden Markov Model of Pfam3 and SMART4 tools. Physiochemical parameters of each gene were calculated using ExPASy compute pI/Mw tool5. Information regarding cDNA sequences, genomic sequences and ORF lengths were obtained from the GFF file available at the respective genome project webpages.

Gene Structure, Phylogenetic Analysis, and Motif Prediction

Analysis of exon/intron organization of the Aux/IAA genes was performed with Gene Structure Display Server6 (GSDS). Multiple sequence alignments of the full-length protein sequences from chickpea, soybean, and Arabidopsis were performed with MAFFT using default parameters and phylogenetic tree was constructed by UPGMA method using CLC Genomics Workbench (v4.7.2). Bootstrap analysis was performed using 1,000 replicates and the tree was viewed using FigTree (v1.3.1). Motif organization of chickpea and soybean Aux/IAA proteins was investigated by MEME web server7.

Chromosomal Location and Gene Duplication

Information about the chromosome location was obtained from the GFF file and details of the segmentally duplicated regions in the soybean genome were retrieved using the SyMAP database (Soderlund et al., 2006). Synteny analysis for GmIAA genes was performed using Plant Genome Duplication Database8 (PGDD). The genes and segmental duplicated regions were mapped to the soybean chromosomes using the Circos tool (Krzywinski et al., 2009). On the basis of Ks value obtained for each gene pairs from PGDD, divergence time was calculated to investigate evolution of soybean Aux/IAA genes. The divergence time (T) was calculated as T = Ks/(2 × 6.1 × 10-9) × 10-6 Mya, based on a rate of 6.1 × 10-9 substitutions per site per year. For Ks value less than 0.3, divergence time was after the Glycine whole genome duplication (WGD) event, when Ks value was more than 1.3, divergence time was after the gamma WGT (whole genome triplication) event, and if Ks value was between 0.3 and 1.3, divergence time was after legume WGD event and before the Glycine WGD event. To determine the significance or contribution of the transposed duplication in Aux/IAA gene evolution, Soytedb9 was investigated to find out nearest transposable elements around Aux/IAA genes.

Expression Profiling Using RNA-seq and Microarray Data

For expression profiling in chickpea, we used the RNA-seq data of 17 different tissues, namely germinating seedling (GS), root (R), shoot (S), stem (ST), mature leaves (ML), young leaves (YL), shoot apical meristem (SAM), flower bud stages (FB1-4), flower stages (FL1-5), and young pod (YP) from previous studies (Jain et al., 2013; Singh et al., 2013). High quality filtered reads were mapped to the genome sequence of kabuli chickpea (Varshney et al., 2013) using TopHat (v2.0.6). Cufflinks tool was used to estimate the transcript abundance of genes in the form of fragments per kilobase of transcript per million reads (FPKM) in different tissues as described previously (Garg et al., 2015).

The expression of 63 GmIAA genes was investigated based on the RNA-seq data from 19 tissues available at Gene Expression Omnibus (GEO) database, including three samples from soybean seed compartments, GloEP (globular stage embryo proper; GSM721717), EmSCP (early maturation seed coat parenchyma; GSM721719), and GloS (globular stage suspensor; GSM721718); 10 other tissues samples, Gs (globular stage seed; GSM721725), Hs (heart stage seed; GSM721726), Cs (cotyledon stage seed; GSM721727), Es (early maturation stage seed; GSM721728), Ds (dry seed; GSM721729), R (root; GSM721731), ST (stem; GSM721732), L (trifoliate leave; GSM721730), FB (floral bud; GSM721733), and WS (whole seedling 6 days after imbibition; GSM721734); three cotyledon development samples, CoM (mid-maturation cotyledon; GSM721277), CoL (late maturation cotyledon; GSM721278), and CoS (seedling cotyledon; GSM721280); and three early maturation seed parts, EcoEm (early maturation embryonic cotyledon; GSM1213 856), EmEA (early maturation embryonic axis; GSM1213857), and EmSC (early maturation seed coat; GSM1213855). For the expression analysis of GmIAA genes, the RPKM method was employed to correct for biases in total gene size and normalize for total reads obtained in each tissue library (Mortazavi et al., 2008; Nagalakshmi et al., 2008). Heatmaps of normalized expression values of Aux/IAA genes of chickpea and soybean were generated using R package pheatmap.

For abiotic stress response analysis of chickpea Aux/IAA genes, we used raw RNA-seq data from root and shoot under desiccation, salt and cold stresses from our previous study (Garg et al., 2015). Read mapping and differential gene expression analysis was performed as described (Garg et al., 2015) using the kabuli chickpea genome as reference. The microarray data of soybean under salt and drought stresses were downloaded from the GEO database from accession numbers GSE41125 and GSE40627, respectively. Probe sets corresponding to the GmIAA genes were identified from the file GeneModels_AffyProbe.txt10.

Plant Materials, RNA Isolation and Quantitative PCR Analysis

Chickpea (Cicer arietinum L. genotype ICC4958) seeds were grown in field and culture room for collection of various tissue samples. From field grown plants, mature leaf (ML), young leaf (YL), flower buds (FB1-FB4; where FB1, FB2, FB3, and FB4 were 4, 6, 8, and 8–10 mm size flower buds, respectively), flowers (FL1–FL5; where FL1 was young flower with closed petals, FL2 was flower with partially opened petals, FL3 was mature flower with fully opened petals, FL4 was mature flower with opened and faded petals and FL5 was drooped flower with senescing petals), young pods (YP) were harvested as described (Singh et al., 2013). Root (R), shoot (S), and GSs were harvested as described (Garg et al., 2010; Singh et al., 2013). Abiotic stress treatments (desiccation, salinity, and cold) were given and root and shoot tissue were harvested as described (Garg et al., 2010, 2015). Total RNA was isolated, quality, and quantity were checked as described (Singh et al., 2015). Gene-specific primers for selected CaIAA genes were designed using the Primer Express (v3.0) software (Applied Biosystems, Foster City, CA, USA) (Supplementary Table S1). Specificity of each primer pair was determined via BLAST search. Quantitative PCR reactions for at least two biological replicates each with three technical replicates were performed employing 7500 fast real-time PCR system (Applied Biosystems) as previously described (Garg et al., 2010). Elongation factor-1 alpha (EF-1α) was used as a reference gene for normalization of gene expression levels (Garg et al., 2010). Statistical significance of the differential expression patterns was determined using the Student’s t-test. Genes with ≥ 2-fold expression change (in at least one tissue/condition/time point) with P ≤ 0.05 were regarded as differentially expressed.

Promoter Sequence Analysis

Genomic co-ordinates of coding sequences were determined using GFF files obtained from chickpea and soybean genome annotation projects. The regions of 1,000 bp upstream from start codon were extracted from the genome sequences. Cis-regulatory elements on both strands of promoter sequences were scanned using NewPLACE web server11.

Results and Discussion

Identification of Aux/IAA Genes in Chickpea and Soybean

In order to identify the members of Aux/IAA gene family in chickpea (kabuli) and soybean genome, BLASTP and HMM profile searches were performed against their respective proteomes. The Aux/IAA gene family members identified via these two searches were combined and a non-redundant list was obtained for chickpea and soybean. For further confirmation and identification of the conserved Aux/IAA domains, all candidate proteins were subjected to domain analysis using Pfam and SMART databases. A total of 22 and 63 Aux/IAA genes in kabuli chickpea and soybean genome, respectively, were confirmed. Further the analysis of recent version of desi chickpea genome (CGAP2) identified 21 Aux/IAA family members. BLASTP analysis showed the presence of all these 21 Aux/IAA genes in the kabuli chickpea genome. Due to identification of higher number of genes, all further analyses were performed on Aux/IAA genes from kabuli chickpea. Chickpea and soybean genes were numbered according to their location on the chromosomes (Supplementary Table S2). Various information of CaIAA and GmIAA genes, including gene name, gene identifier, chromosome location, mRNA length, features of deduced protein sequences, and their gene, CDS, protein and promoter sequences are given in Supplementary Table S2.

The number of CaIAA members (22) identified in chickpea are less as compared to Arabidopsis (29; Liscum and Reed, 2002) and rice (31; Jain et al., 2006), but higher than its very close relative Medicago (17; Shen et al., 2014). Lesser number of Aux/IAA genes in chickpea and Medicago may be due to some evolutionary constraints. However, the number of Aux/IAA members in soybean (63) is much higher as compared to other plants. Soybean possesses 9.2-fold larger genome size (∼1,150 Mbp) and 1.75-fold higher gene count (∼46,400) than Arabidopsis (Cannon and Shoemaker, 2012). Given the noticeable differences in genome size and estimated gene count between soybean and Arabidopsis, the Aux/IAA genes in soybean seem to be highly expanded. The presence of twice as many of these genes in soybean versus Arabidopsis may be mainly due to the recent polyploidy and segmental duplication events in soybean evolutionary history (Schmutz et al., 2010). The sizes of the CaIAA proteins varied markedly ranging from 112 (CaIAA16) to 362 (CaIAA2) amino acids. Similarly, sizes of GmIAA proteins also varied from 53 (GmIAA6) to 367 (GmIAA48) amino acids. Furthermore, predicted isoelectric points varied from 4.64 (CaIAA19) to 9.63 (CaIAA1) in chickpea and 5.24 (GmIAA42) to 9.27 (GmIAA25) in soybean, suggesting that different CaIAA and GmIAA proteins might function in different microenvironments.

Phylogenetic Relationship, Gene Structure and Sequence Similarity

To examine the phylogenetic relationship among the Aux/IAA proteins of chickpea, soybean, and Arabidopsis, a rooted tree was constructed using alignments of their full-length amino-acid sequences (Figure 1). Phylogenetic distribution indicated that Aux/IAA proteins can be classified into two major groups, A and B (Figure 1) similar to Arabidopsis and rice (Remington et al., 2004; Jain et al., 2006), which are further subdivided into four and two subgroups, respectively. Similar groupings have been reported in other plant species too (Cakir et al., 2013; Gan et al., 2013). The group A (A1–A4) consisted of 12 members of CaIAA and 41 GmIAA proteins, structuring 25 sister pairs (five pairs of GmIAA-CaIAA, 16 pairs of GmIAA-GmIAA and four pairs of AtIAA-AtIAA proteins). Group B (B1–B2) included 10 CaIAA and 22 GmIAA proteins, which formed 15 sister pairs (11 pairs of GmIAA–GmIAA, four pairs of AtIAA–AtIAA). Phylogenetic tree topology revealed that sister pairs located at the terminal nodes show high similarity and were assigned as paralog or ortholog pairs (Figure 1, Supplementary Figure S1). The sequence similarity within chickpea and soybean Aux/IAA proteins ranged from 9 to 80.3 and 6.5 to 93.9%, respectively (Supplementary Figure S1). All paralog pairs of soybean determined through phylogenetic analysis were found to be duplicated via WGD events (Figure 1, Supplementary Table S3), except GmIAA6 and 7 (tandemly duplicated). Furthermore, higher sequence similarity was observed between paralog pairs, suggesting that these genes evolved via genome duplication event and may perform similar functions. Interestingly, phylogenetic analysis predicted four homologs of AtIAA16 in the soybean genome (GmIAA14, 36, 59, and 63). In Populus, four orthologs of AtIAA16 have also been found, but were absent in rice, indicating their specific function in dicots. Moreover, diversity of gene structure (exon-intron organization) is also a possible explanation for the evolution of multigene families. The exon-intron organization in the coding sequences of each Aux/IAA genes of chickpea and soybean were compared. As expected, in most of the sister-pairs, similar exon-intron organization was observed. This conservation of exon-intron organization between subfamilies and the dissimilarity within subfamilies supported the results of phylogenetic and genome duplication analysis.

FIGURE 1
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FIGURE 1. Phylogenetic relationship among Aux/IAA genes from chickpea, soybean, and Arabidopsis. The deduced full-length amino acid sequences of chickpea (CaIAA), soybean (GmIAA), and Arabidopsis (AtIAA) genes were aligned by MAFFT and the phylogenetic tree was constructed by CLC Genomics Workbench using the UPGMA method. The members of each Aux/IAA subfamily are shown in different colors. The numbers on the nodes represent bootstrap values from 1000 replicates.

The established model for auxin signal transduction represents auxin-mediated degradation of these short-lived proteins that have four characteristic conserved domains. Conspicuously, the chickpea genome represents six such non-canonical Aux/IAA proteins (CaIAA5, 11, 12, 16, 17, and 19) that do not have conserved domain II, which is crucial for protein degradation, whereas 13 (GmIAA5, 6, 13, 23, 31, 35, 37, 39, 40, 42, 53, 58, and 60) such proteins were found in the soybean genome (Figure 2). These non-canonical proteins were found to be long-lived as compared to the canonical Aux/IAA proteins (Dreher et al., 2006). In tomato, such non-canonical Aux/IAA proteins were found to have expression pattern restricted to narrow development stages (Audran-Delalande et al., 2012), suggesting that these proteins may have a very specific function during development in plants for mediating auxin responses.

FIGURE 2
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FIGURE 2. Gene structure and motif organization of Aux/IAA family members in chickpea and soybean. Left panel illustrates the exon–intron organization of Aux/IAA genes in chickpea and soybean. The exons and introns are represented by boxes and lines, respectively. Right panel shows motif organization in chickpea and soybean Aux/IAA proteins. Motifs of Aux/IAA proteins were investigated by MEME web server. Six motifs representing four domains I, II, III, and IV of Aux/IAA proteins are displayed at the bottom.

Chromosomal Location and Duplication

The chromosomal distribution of 22 CaIAA genes revealed their location on all the eight linkage groups (Supplementary Table S2). Eight CaIAAs were present on chromosome 4, five on chromosome 7, three on chromosome 3, two on chromosome 6, and one on chromosome 1, 2, 5, and 8 each. In soybean, 63 GmIAA genes were located on 16 of 20 chromosomes, except for chromosomes 11, 12, 16, and 18 (Figure 3, Supplementary Table S2). Out of 63 GmIAA genes, nine genes were present on chromosome 10, eight on chromosome 13, six on chromosome 2, five on chromosome 3, 8, and 19 each, four on chromosome 7, 15, and 20 each, three on chromosome 1, and two on chromosome 4, 6, 9, and 17 each. Chromosomes 5 and 14 harbored only one GmIAA gene each. The chromosomal location of Aux/IAA genes of chickpea and soybean showed tandemly located gene clusters. The gene cluster in chickpea included CaIAA3 and 4 on chromosome 3. For soybean, eight such clusters were observed, including GmIAA6, 7 and 8 on chromosome 2, GmIAA10, and 11 on chromosome 3, GmIAA32 and 33, GmIAA37 and 38 on chromosome 10, GmIAA46 and 47 on chromosome 13, GmIAA49 and 50 on chromosome 15, GmIAA55 and 56 on chromosome 19, and GmIAA61 and 62 on chromosome 20.

FIGURE 3
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FIGURE 3. Mapping of segmentally duplicated GmIAA genes on soybean chromosomes. Gray ribbons indicate collinear relationships among the blocks in whole genome and blue ribbons show GmIAA paralogs. The soybean chromosomes are arranged in a red circle and the size of each arc show the size of respective chromosome (Mb).

Soybean genome has undergone one WGT and two WGD events (legume WGD and Glycine WGD), and about 75% genes have multiple paralogs (Schmutz et al., 2010; Severin et al., 2011). Among paralog genes, ∼50% displayed expression subfunctionalization (Roulin et al., 2012) that may cause phenotypic variation in polyploids (Buggs et al., 2010). Besides WGD, tandem duplication generates consecutive gene copies in the genome through unequal chromosomal crossing over (Freeling, 2009) and may contribute in the expansion of gene families (Cannon et al., 2004). Dispersed duplicates (not tandemly or segmentally duplicated) arises via either DNA or RNA based transposition mechanisms (Ganko et al., 2007; Cusack and Wolfe, 2007; Freeling, 2009) and may play an important role in altering gene function and creating new genes (Woodhouse et al., 2010; Wang et al., 2011). To find the potential relationship between putative paralog pairs of Aux/IAA genes of soybean and tandem/segmental duplications, we performed duplication analysis using PGDD. Within the identified duplicated GmIAAs, a larger fraction of them (57, 90.47%) were duplicated through WGD/segmental events, and only GmIAA6 and 7 were tandemly duplicated (Figure 3, Supplementary Table S3). In the syntenic block, some genes from different subfamilies showed the tandem relationship. For example, paralog gene pairs, GmIAA6/33, GmIAA10/55, GmIAA37/62, and GmIAA46/50 displayed tandem relationship with GmIAA8/32, GmIAA11/56, GmIAA38/61, and GmIAA47/49, respectively (Figure 3, Supplementary Tables S2 and S3). Presence of transposable elements in the flanking regions of these genes, suggested that they were tandemly arranged due to transposed duplication events (Supplementary Table S4). In addition to WGD events, some other gene duplication events were also found in few Aux/IAA genes of soybean. In A1 subfamily, six paralog genes (GmIAA8/32, 10/55, and 37/62) resulted from the common ancestor sites experiencing three WGD events, while a dispersed gene (GmIAA4) through the transposed duplication located among two transposable elements (Supplementary Tables S3 and S4). In A4 subfamily, ten paralog genes (GmIAA6/33, 11/56, 14/59, 36/63, and 38/61) were resultant from common ancestor sites, which experienced three WGD events, while GmIAA7 was found to have tandem connection with GmIAA6 (Supplementary Tables S3 and S4). The GmIAA genes grouped into B1 and B2 subfamilies exhibited transposed duplication, which were flanked by two transposable elements each (Supplementary Tables S3 and S4).

Furthermore, to investigate whether Darwinian positive selection is involved in the divergence of GmIAA genes after duplication and to trace the dates of the duplication blocks, the substitution rate ratios (Ka/Ks) of all paralog pairs were extracted from PGDD database. Ks values were used for calculating approximate dates of duplication events. The segmental duplications of the GmIAA genes in soybean were assumed to originate from 2.35 Mya (million years ago, Ks = 0.03) to 327 Mya (Ks = 4.26), with a mean value of 17.6 Mya (Ks = 0.23, Supplementary Table S5). Previous studies have shown that the soybean genome has undergone two rounds of WGD, including an ancient duplication prior to the divergence of papilionoid (58–60 Mya) and a Glycine-specific duplication that has been estimated to have occurred ∼13 Mya (Schmutz et al., 2010). Most of the WGD/segmental duplications of the GmIAA genes seem to have occurred around 13 Mya when Glycine-specific duplication occurred (Supplementary Table S5). According to the ratio of non-synonymous to synonymous substitutions (Ka/Ks), the history of selection acting on coding sequences can be measured (Li et al., 1981). A pair of sequences will have Ka/Ks <1, if one sequence has been under purifying selection, but the other has been drifting neutrally, while Ka/Ks = 1, if both the sequences are drifting neutrally and rarely, while Ka/Ks >1 at specific sites, when they were under positive selection (Juretic et al., 2005). Ka/Ks for all GmIAA duplicated pairs were less than 1 (Supplementary Table S3), which suggests that all gene pairs have evolved mainly under the influence of purifying selection pressure with limited functional divergence after segmental duplications.

Cis-regulatory Elements in Promoters of CaIAAs and GmIAAs

The analysis of cis-regulatory elements in the promoter sequences is an important aspect in understanding the gene function and regulation. We searched 1 kb promoter region of all the CaIAA and GmIAA genes to determine putative cis-regulatory elements involved in their transcriptional regulation using NewPLACE database. Many cis-regulatory elements identified in the promoters were found to be related to auxin, ABA, SA, sugar, light, drought, salt, and cold responses indicating that these genes are linked to phytohormone signals, and/or abiotic stresses (Supplementary Table S6). Previous studies suggest that light is involved in regulation of Aux/IAA protein activity. For example, phytochrome A (phyA) interacts with Aux/IAA proteins, as revealed by yeast two-hybrid analysis (Soh et al., 1999). Moreover, oat phyA was able to phosphorylate IAA1, SHY2/IAA3, IAA9, AXR3/IAA17, and PS-IAA in vitro (Abel et al., 1994; Soh et al., 1999). The domain II mutants, axr2-1, axr3-1, shy2-1, and shy2-2, develop leaves in dark (Kim et al., 1998; Reed et al., 1998; Nagpal et al., 2000). Presence of auxin, ABA and cytokinin responsive cis-regulatory elements in the promoters of CaIAA and GmIAA is also consistent with previous reports, such as the interactions of auxin with other phytohormones (cytokinin or ABA) to regulate many aspects of plant growth and development (Paponov et al., 2008). Many CaIAA and GmIAA genes were found to harbor AuxRE motif in their promoter, which is important for binding of ARFs and transcriptional activation of Aux/IAA genes (Tiwari et al., 2001, 2003). Interestingly, promoter sequences of those CaIAA and GmIAA genes, which lack AuxRE motif, were found to harbor sugar-responsive motif (SREATMSD), suggesting that there is an association between sugar and auxin responses. Both sugar and auxin are essential for plants and control similar processes. In Arabidopsis, these two signaling pathways were found to interact with each other (Mishra et al., 2009). Bioactive GAs (gibberellic acid) influence nearly all aspects of plant growth and development from germination to hypocotyl elongation, stem growth, circadian rhythm, and reproductive organ and seed development (Lovegrove and Hooley, 2000; Hartweck and Olszewski, 2006). The presence of gibberellic acid response element (GARE) in many of the Aux/IAA genes (Supplementary Table S6), indicate their role in such processes. In addition, cis-regulatory elements known for regulation of endosperm, embryo, cotyledon, seed storage proteins related responses were also predicted in the CaIAA and GmIAA gene promoters (Supplementary Table S6), suggesting their role in seed development. Circadian element, which is involved in circadian control, was abundantly found in the promoter region of chickpea and soybean Aux/IAA genes (Supplementary Table S6), potentially indicating that they may have a distinct diurnal expression pattern. In Arabidopsis and rice, a class of element defined by the core motif ‘(a/g)CCGAC’ named as dehydration responsive element/C-repeat (DRE/CRT) was reported for drought, low temperature, and salt inducible expression (Yamaguchi-Shinozaki and Shinozaki, 1994; Meier et al., 2008). Interestingly, we also found this motif in many of the CaIAA and GmIAA gene promoters (Supplementary Table S6), indicating their role under abiotic stress conditions. Overall, the promoter analysis demonstrated the presence of a variety of cis-regulatory elements in the upstream regions of chickpea and soybean Aux/IAA genes. These results provide further support for the various functional roles of Aux/IAA genes in a wide range of developmental processes and abiotic stress responses.

Differential Expression of Chickpea and Soybean Aux/IAA Genes during Development

To know the putative function of Aux/IAA genes in chickpea and soybean during development, we analyzed their expression profiles in different vegetative and reproductive tissues, using available RNA-seq data sets (Jain et al., 2013; Singh et al., 2013). Chickpea RNA-seq data included eight tissues/organs, such as GS, root (R), shoot (S), stem (ST), mature leaf (ML), young leaf (YL), SAM, young pod (YP) and nine stages of flower development (FB1-4 and FL1-5). Many of CaIAAs illustrated a distinct tissue-specific expression pattern (Figures 4A,B). For example, CaIAA15 and 16 revealed specific expression in stem, indicating their role in stem development (Figures 4A,B; Supplementary Table S7). It has been found that mutation in Aux/IAA genes affect stem elongation (Reed, 2001). Furthermore, CaIAA1, 3, 11, and 12 showed higher expression in SAM, among which CaIAA3 was validated through qRT-PCR (Figures 4A,B; Supplementary Table S7), implying their involvement in SAM maintenance. In rice, OsIAA23 was found to be involved in postembryonic maintenance of quiescent center (Jun et al., 2011). CaIAA4, 7, 10, 13, and 21 revealed higher transcript accumulation during stages of flower development (Figures 4A,B; Supplementary Table S7), suggesting their possible role in flower development. In rice, OsIAA4 and 26 were found to be up-regulated in panicle (Jain and Khurana, 2009), while MtIAA9 in Medicago, showed higher expression level in flower (Shen et al., 2014). CaIAA14, 17 and 18 revealed distinctly higher expression in stages of flower development and young pod (YP). In tomato, SlIAA9 was shown to be involved in fruit development (Wang et al., 2005). The expression profile of at least four CaIAA (CaIAA3, 16, 18, and 21) genes was studied by qRT-PCR to validate the RNA-seq results. The expression patterns obtained via qRT-PCR were found to be well correlated with that of RNA-seq (Figures 4A,B).

FIGURE 4
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FIGURE 4. Expression profiles of chickpea Aux/IAA genes. (A) The normalized RNA-seq expression data was used to construct heatmap. Hierarchical clustering was conducted in R using the pheatmap package with a dissimilarity metrics based on Euclidean distance with complete linkage algorithm. Color key at the bottom represents row wise Z-score. (B) qRT–PCR analysis of CaIAA genes in various tissue/stages of development. Expression of germinating seedling (GS) was taken as a reference to determine relative mRNA level in other tissues for each gene. Error bars indicate SE of mean. R (root), S (shoot), ST (stem) ML (mature leaf), SAM (shoot apical meristem), FB1-4 (stages of flower bud), FL1-5 (stages of flower), YP (young pod). Data points marked with asterisk (P ≤ 0.05, ∗∗P ≤ 0.01, and ∗∗∗P ≤ 0.001) indicates statistically significant difference between control (GS) and other tissues.

For soybean, normalized RNA-seq data from 19 tissues were used, which included various tissues/organs, seed compartments, and stages of seed development. GmIAA genes showed specific and overlapping expression patterns in various tissues/organs and stages of development analyzed (Figure 5, Supplementary Table S7), indicating they might execute specific functions or work redundantly. GmIAA60 was specifically expressed in WS (whole seedling), while its paralog GmIAA39 expressed specifically in Ds (dry seed), indicating their functional divergence. GmIAA15 has higher expression in root (Figure 5, Supplementary Table S7) and presence of root-responsive cis-regulatory element in its promoter (Supplementary Table S6), suggested its role in root development. In Arabidopsis, many IAA genes (AtIAA1, AtIAA18, and AtIAA28) were also found to have role in root development (Rogg et al., 2001; Yang et al., 2004; Uehara et al., 2008). In addition, paralogs GmIAA45 and 51 showed higher transcript accumulation in shoot (Figure 5, Supplementary Table S7), signifying their functional conservation with role in shoot development, which is further revealed by presence of shoot responsive cis-regulatory element in their promoter sequences (Supplementary Table S6). However, GmIAA6, 31, and 33 exhibited higher transcript levels in floral bud (FB) (Figure 5, Supplementary Table S7) and detection of pollen specific cis-regulatory elements in their promoter sequences suggests their putative role in development of FBs. Many GmIAA genes were detected with increased transcript accumulation at various stages/organs of seed development too. For instance, GmIAA49 exhibiting specific expression in Gs (globular stage seed), GmIAA13, 35, 43, 54, and 56 in GloEP (globular stage embryo proper), GmIAA5 in GloS (globular stage suspensor), GmIAA22 and GmIAA23 in Cs (cotyledon stage seed), GmIAA59 in EmSCP (early maturation seed coat parenchyma), GmIAA62 in EmEA (early maturation embryonic axis), and GmIAA42 in CoL (late maturation cotyledon) (Figure 5, Supplementary Table S7). In addition, many seed related cis-regulatory elements were detected in their promoter sequences, such as S000143, S000353, S000449, S000148, S000421, S000292, S000144, S000419, S000420, S000100, S000102, and S000377 (Supplementary Table S6), that further added support for their putative role in seed development. In Arabidopsis, two Aux/IAA proteins have also been reported for their involvement in seed development (Hamann et al., 1999; Ploense et al., 2009). In the gain-of-function mutant, iaa18, PIN1 was asymmetrically expressed with stronger expression at only one side of the embryo and caused aberrant cotyledon outgrowth in the embryos (Ploense et al., 2009). Another, gain-of-function mutant, iaa12/bdl, also showed cotyledonary defects (Hamann et al., 1999). Most of GmIAA genes showed relative low expression levels in soybean CoS (seedling cotyledon), L (trifoliate leave), Hs (heart stage seed), Es (early maturation stage seed), EcoEM (early maturation embryonic cotyledon), and CoM (mid-maturation cotyledon) tissues (Figure 5, Supplementary Table S7).

FIGURE 5
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FIGURE 5. Expression profiles and the evolutionary patterns of soybean Aux/IAA genes. The normalized RNA-seq expression data of 19 tissues was used to construct heatmap. Three samples from soybean seed compartments: GloEP (globular stage embryo proper), EmSCP (early maturation seed coat parenchyma), and GloS (globular stage suspensor); 10 other tissues samples: Gs (globular stage seed), Hs (heart stage seed), Cs (cotyledon stage seed), Es (early maturation stage seed), Ds (dry Seed), R (root), ST (stem), L (trifoliate leave), FB (floral bud), and WS (whole seedling 6 days after imbibition); three cotyledon development samples: CoM (mid-maturation cotyledon), CoL (late maturation cotyledon), and CoS (seedling cotyledon); three early maturation seed parts: EcoEm (early maturation embryonic cotyledon), EmEA (early maturation embryonic axis), and EmSC (early maturation seed coat). The lines show the syntenic blocks containing the corresponding GmIAA genes, which experienced the WGD events. Gene names in red show dispersed duplicates. Color key at the bottom represents row wise Z-score.

On the whole, the tissue-preferential expression exhibited by several Aux/IAA genes in chickpea and soybean is indicative of their involvement in biology of specific plant tissues and developmental processes. It would be interesting to further validate their functions in transgenics.

Overlapping and Differential Expression Patterns of Duplicated GmIAA Genes

Duplicated genes possibly lead to subfunctionalization (separation of original function), neofunctionalization (gain of novel function), or nonfunctionalization (loss of original function) based on their evolutionary fates (Prince and Pickett, 2002). Therefore, we also examined the functional redundancy of duplicated GmIAA genes. In soybean, 50% of the paralogs from the recent WGD event were found to be differentially expressed and thus might have undergone functional divergence. Among GmIAAs, 16 paralog pairs (GmIAA1/30, GmIAA3/28, GmIAA6/33, GmIAA8/32, GmIAA9/48, GmIAA411/56, GmIAA13/58, GmIAA17/24, GmIAA34/41, GmIAA36/63, GmIAA37/62, GmI AA38/61, GmIAA40/53, GmIAA43/54, GmIAA44/52, and GmIAA45/51) representing segmental duplications shared almost indistinguishable expression patterns (Figure 5, Supplementary Table S7). On the contrary, the expression patterns of another eight paralogs (GmIAA10/55, GmIAA14/59, GmIAA15/18, GmIAA16/19, GmIAA21/26, GmIAA22/27, GmIAA39/60, and GmIAA46/50) diversified significantly (Figure 5). Interestingly, paralogs from much earlier duplication events (legume WGD and gamma WGT) have more diverged expression patterns. For example, three paralog gene pairs of B2 subfamily, GmIAA5/35, GmIAA13/58, and GmIAA40/53 diverged into two clades after gamma WGT event. After experiencing WGT, GmIAA40/53 formed one paralog pair, and other was composed of GmIAA5/35 and GmIAA13/58 (Figure 5). The former paralog gene pair was expressed during the stages of seed development, but the two latter paralog gene pairs detached after the legume WGD event, were highly expressed in the GloEP (Figure 5, Supplementary Table S7). Other paralog genes from different divergence events also showed similar expression divergence (Figure 5). Besides gamma WGT, legume and Glycine WGD also contributed to the expression divergence of paralog GmIAA genes. For instance, paralog genes, GmIAA6/33 exhibited higher expression in stem and FB, whereas GmIAA11/56 revealed higher expression only in stem (Figure 5, Supplementary Table S7). Similarly, paralog genes GmIAA22/27, separated from Glycine WGD showed distinctively higher expression in Cs (cotyledon stage seed) and CoS (seedling cotyledon), respectively (Figure 5, Supplementary Table S7). These results indicate that gamma, legume and Glycine WGT events contributed significantly in functional diversity of GmIAA gene paralogs.

Altogether, we can speculate that GmIAAs have been retained by significant subfunctionalization in soybean during the course of evolution. Meanwhile, it is interesting to note that most of the paralog genes with similar expression profiles belong to the same subfamily and grouped as sister pairs in the phylogenetic tree (Figures 1 and 5). For example, two paralogs, GmIAA13/58 and GmIAA5/35 in the same subfamily formed sister pairs and displayed similar expression patterns (Figure 5). The similar expression pattern of genes from same subfamily of phylogenetic tree indicates that most of these genes may have evolved coordinately in coding and regulatory (promoter) regions, leading to their functional redundancy. Such functional redundancy has been reported in Aux/IAA family in Arabidopsis too (Overvoorde et al., 2005).

Differential Expression Patterns of Aux/IAA Genes under Abiotic Stress

Plants are frequently exposed to environmental stresses, like desiccation, salinity, and cold during their life cycle, which affect their growth and development. Several reports highlighted that the auxin-responsive genes were also engaged in various stress responses (Ghanashyam and Jain, 2009; Jain and Khurana, 2009; Wang et al., 2010a; Kumar et al., 2012; Cakir et al., 2013). To gain more insights into the role of chickpea and soybean Aux/IAA genes in abiotic stress tolerance, we analyzed their expression profiles under desiccation, salinity, and cold stresses using RNA-seq data for chickpea (Garg et al., 2015) and microarray data for soybean. Many of the chickpea and soybean Aux/IAA genes showed induction under desiccation, salinity and/or cold stresses (Figure 6). For instance, transcript level of CaIAA3 was induced significantly under desiccation in root, whereas it was induced in both root and shoot under cold (Figures 6A,B, Supplementary Table S8) and its promoter sequence harbors desiccation and cold responsive cis-regulatory element (S000407; Supplementary Table S6), indicating its role in desiccation and cold stress. CaIAA7 showed induction under salinity in root and in shoot under cold stress, while CaIAA13 was up-regulated in root under salinity (Figures 6A,B, Supplementary Table S8). Transcript level of CaIAA17 was found to be markedly induced in root under desiccation and cold stresses (Figures 6A,B, Supplementary Table S8), indicating its role in desiccation and cold stress responses. However, CaIAA19 illustrated enhanced expression in root under both desiccation and salt stresses (Figures 6A,B, Supplementary Table S8), signifying its role in root under abiotic stresses. In rice, OsIAA9 and OsIAA20 have been found to be induced under both desiccation and salinity stress conditions (Jain and Khurana, 2009). Further, putative salt stress-related cis-element (S000453) was found in promoters of CaIAA3, 7, 13, and 19 (Supplementary Table S6), which has been demonstrated to be responsible for salt stress response (Park et al., 2004). In response to desiccation and salt stresses, the transcript level of CaIAA8 was suppressed in shoot and root (Figures 6A,B, Supplementary Table S8), respectively, indicating that the function of this gene is related to desiccation and salt stresses. Many SbIAA genes of Sorghum bicolor have been found down-regulated under drought conditions (Wang et al., 2010a). All the differentially expressed CaIAAs were analyzed through qRT-PCR also and expression patterns obtained from qRT-PCR and RNA-seq were correlated well (Figures 6A,B).

FIGURE 6
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FIGURE 6. Expression profiles of CaIAA and GmIAA genes under abiotic stress conditions. (A) Heatmap shows differential expression of CaIAA genes based on RNA-seq data. (B) qRT–PCR analysis of CaIAA genes under various stress treatments. Root and shoot control (CTR) was taken as a reference to determine relative mRNA level under stress conditions. Error bars indicate standard error of mean. Data points marked with asterisk (P ≤ 0.05, ∗∗P ≤ 0.01, and ∗∗∗P ≤ 0.001) indicate statistically significant difference between control and stress treatments. (C,D) Differential expression of GmIAA genes in response to drought and salinity stress conditions. Color scale shows log2 fold change relative to control sample. DS (desiccation), SS (salinity), CS (cold stress), V6 (vegetative stage leaves), R2 (reproductive stage leaves).

In soybean, GmIAA57 revealed distinctly higher transcript accumulation in vegetative stage (V6) leaves under drought stress, while paralogous pair GmIAA47 and 49 showed noticeably increased accumulation of transcripts in reproductive stage (R2) leaves under drought stress (Figure 6C, Supplementary Table S8). Their promoter sequences showed presence of desiccation responsive cis-regulatory elements (S000174, S000413; Supplementary Table S6), indicating their function in drought stress responses. In response to salt stress, the transcript levels of GmIAA4, 5, 8, 27, 46, 54, and 55 were decreased in seedling (Figure 6D, Supplementary Table S8), demonstrating the function of these genes related to salt stress. Although the salt stress-related cis-element (S000453) was found in the promoters of GmIAA4, 5, 8, 27, 46, 54, and 55 (Supplementary Table S4), which is reported to induce the transcript level under salt stress (Park et al., 2004), their expression levels were significantly down-regulated under salt stress (Figure 6D, Supplementary Table S8). This might indicate that some unidentified cis-regulated elements may play an important role in regulating the expression of these GmIAAs during stress responses in soybean. Moreover, consistent with our result, many OsIAA genes (OsIAA7, 8, 12, 14, 17, 21, 25, and 31) have also been reported to be suppressed in rice under salt stress (Song et al., 2009). The present study clearly revealed that the many of the Aux/IAA genes from chickpea and soybean were expressed at significantly higher levels under drought, cold, and salt treatments. It will be interesting to further investigate them to understand their role in abiotic stresses response/signaling.

Conclusion

In this study, we have performed a comprehensive analysis of Aux/IAA genes in chickpea and soybean and provided insights on the evolution of this gene family. The comprehensive expression profiling indicated that members of Aux/IAA gene family are involved in many plant responses during development and abiotic stress conditions. Particularly, CaIAA1, 3, 4, 11, 12, 13, 15, 17, 18, and 21 in chickpea and GmIAA6, 13, 22, 23, 31, 33, 35, 39, 42, 43, 45, 51, 54, 56, 60, and 62 in soybean were found to have role in various aspect of development, including root, stem, flower bud, flower, and seed development. Further, CaIAA3, 7, 8, 13, and 17 in chickpea and GmIAA4, 5, 8, 27, 46, 47, 54, and 55 in soybean revealed their putative function in abiotic stress responses. The presence of important cis-regulatory elements related to various development processes and abiotic stress responses in the promoter of these genes also provided insights into their putative function. These genes are important candidates for further functional characterization. Our analysis suggested that the duplicated Aux/IAA genes may perform specific function due to their subfunctionalization. Overall, information reported here for the CaIAAs and GmIAAs genes should facilitate further investigations related to their functions in plant development and stress responses.

Funding

This work was financially supported by the Department of Biotechnology, Government of India, New Delhi, under the Challenge Programme on Chickpea Functional Genomics.

Conflict of Interest Statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Acknowledgments

VS acknowledges the award of Senior Research Fellowship from the Department of Biotechnology, Government of India.

Supplementary Material

The Supplementary Material for this article can be found online at: http://journal.frontiersin.org/article/10.3389/fpls.2015.00918

Footnotes

  1. ^http://cicar.comparative-legumes.org/
  2. ^http://nipgr.res.in/CGAP2/home.php
  3. ^http://pfam.sanger.ac.uk/search
  4. ^http://smart.embl-heidelberg.de
  5. ^http://web.expasy.org/compute_pi/
  6. ^http://gsds.cbi.pku.edu.cn
  7. ^http://meme-suite.org/
  8. ^http://chibba.agtec.uga.edu/duplication
  9. ^http://www.soybase.org/soytedb
  10. ^http://www.seedgenenetwork.net/media
  11. ^https://sogo.dna.affrc.go.jp/cgi-bin/sogo.cgi?sid=&lang=ja&pj=640&action=page&page=newplace

References

Abel, S., Oeller, P. W., and Theologis, A. (1994). Early auxin-induced genes encode short-lived nuclear proteins. Proc. Natl. Acad. Sci. U.S.A. 91, 326–330. doi: 10.1073/pnas.91.1.326

PubMed Abstract | CrossRef Full Text | Google Scholar

Audran-Delalande, C., Bassa, C., Mila, I., Regad, F., Zouine, M., and Bouzayen, M. (2012). Genome-wide identification, functional analysis and expression profiling of the Aux/IAA gene family in tomato. Plant Cell Physiol. 53, 659–672. doi: 10.1093/pcp/pcs022

PubMed Abstract | CrossRef Full Text | Google Scholar

Buggs, R. J., Elliott, N. M., Zhang, L., Koh, J., Viccini, L. F., Soltis, D. E., et al. (2010). Tissue-specific silencing of homoeologs in natural populations of the recent allopolyploid Tragopogon mirus. N. Phytol. 186, 175–183. doi: 10.1111/j.1469-8137.2010.03205.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Cakir, B., Kilickaya, O., and Olcay, A. C. (2013). Genome-wide analysis of Aux/IAA genes in Vitis vinifera: cloning and expression profiling of a grape Aux/IAA gene in response to phytohormone and abiotic stresses. Acta Physiol. Plant. 35, 365–377.

Google Scholar

Cannon, S. B., Mitra, A., Baumgarten, A., Young, N. D., and May, G. (2004). The roles of segmental and tandem gene duplication in the evolution of large gene families in Arabidopsis thaliana. BMC Plant Biol. 4:10. doi: 10.1186/1471-2229-4-10

PubMed Abstract | CrossRef Full Text | Google Scholar

Cannon, S. B., and Shoemaker, R. C. (2012). Evolutionary and comparative analyses of the soybean genome. Breed Sci. 61, 437–444. doi: 10.1270/jsbbs.61.437

PubMed Abstract | CrossRef Full Text | Google Scholar

Cusack, B. P., and Wolfe, K. H. (2007). Not born equal: increased rate asymmetry in relocated and retrotransposed rodent gene duplicates. Mol. Biol. Evol. 24, 679–686. doi: 10.1093/molbev/msl199

PubMed Abstract | CrossRef Full Text | Google Scholar

Dharmasiri, N., Dharmasiri, S., and Estelle, M. (2005). The F-box protein TIR1 is an auxin receptor. Nature 435, 441–445. doi: 10.1038/nature03543

PubMed Abstract | CrossRef Full Text | Google Scholar

Dreher, K. A., Brown, J., Saw, R. E., and Callis, J. (2006). The Arabidopsis Aux/IAA protein family has diversified in degradation and auxin responsiveness. Plant Cell 18, 699–714. doi: 10.1105/tpc.105.039172

PubMed Abstract | CrossRef Full Text | Google Scholar

Freeling, M. (2009). Bias in plant gene content following different sorts of duplication: tandem, whole-genome, segmental, or by transposition. Annu. Rev. Plant Biol. 60, 433–453. doi: 10.1146/annurev.arplant.043008.092122

PubMed Abstract | CrossRef Full Text | Google Scholar

Fukaki, H., Tameda, S., Masuda, H., and Tasaka, M. (2002). Lateral root formation is blocked by a gain-of-function mutation in the SOLITARY-ROOT/IAA14 gene of Arabidopsis. Plant J. 29, 153–168. doi: 10.1046/j.0960-7412.2001.01201.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Gan, D., Zhuang, D., Ding, F., Yu, Z., and Zhao, Y. (2013). Identification and expression analysis of primary auxin-responsive Aux/IAA gene family in cucumber (Cucumis sativus). J. Genet. 92, 513–521. doi: 10.1007/s12041-013-0306-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Ganko, E. W., Meyers, B. C., and Vision, T. J. (2007). Divergence in expression between duplicated genes in Arabidopsis. Mol. Biol. Evol. 24, 2298–2309. doi: 10.1093/molbev/msm158

PubMed Abstract | CrossRef Full Text | Google Scholar

Garg, R., Bhattacharjee, A., and Jain, M. (2015). Genome-scale transcriptomic insights into molecular aspects of abiotic stress responses in chickpea. Plant Mol. Biol. Rep. 33, 388–400. doi: 10.1007/s11105-014-0753-x

CrossRef Full Text | Google Scholar

Garg, R., Sahoo, A., Tyagi, A. K., and Jain, M. (2010). Validation of internal control genes for quantitative gene expression studies in chickpea (Cicer arietinum L.). Biochem. Biophys. Res. Commun. 396, 283–288. doi: 10.1016/j.bbrc.2010.04.079

PubMed Abstract | CrossRef Full Text | Google Scholar

Ghanashyam, C., and Jain, M. (2009). Role of auxin-responsive genes in biotic stress responses. Plant Signal. Behav. 4, 846–848. doi: 10.4161/psb.4.9.9376

CrossRef Full Text | Google Scholar

Gray, W. M., Kepinski, S., Rouse, D., Leyser, O., and Estelle, M. (2001). Auxin regulates SCF(TIR1)-dependent degradation of AUX/IAA proteins. Nature 414, 271–276. doi: 10.1038/35104500

PubMed Abstract | CrossRef Full Text | Google Scholar

Guilfoyle, T. J., and Hagen, G. (2007). Auxin response factors. Curr. Opin. Plant Biol. 10, 453–460. doi: 10.1016/j.pbi.2007.08.014

PubMed Abstract | CrossRef Full Text | Google Scholar

Hagen, G., and Guilfoyle, T. (2002). Auxin-responsive gene expression: genes, promoters and regulatory factors. Plant Mol. Biol. 49, 373–385. doi: 10.1023/A:1015207114117

CrossRef Full Text | Google Scholar

Hamann, T., Mayer, U., and Jürgens, G. (1999). The auxin-insensitive bodenlos mutation affects primary root formation and apical-basal patterning in the Arabidopsis embryo. Development 126, 1387–1395.

PubMed Abstract | Google Scholar

Hartweck, L. M., and Olszewski, N. E. (2006). Rice gibberellin insensitive dwarf1 is a gibberellin receptor that illuminates and raises questions about GA signaling. Plant Cell 18, 278–282. doi: 10.1105/tpc.105.039958

PubMed Abstract | CrossRef Full Text | Google Scholar

Jain, M., Kaur, N., Garg, R., Thakur, J. K., Tyagi, A. K., and Khurana, J. P. (2006). Structure and expression analysis of early auxin-responsive Aux/IAA gene family in rice (Oryza sativa). Funct. Integr. Genomics 6, 47–59. doi: 10.1007/s10142-005-0142-5

PubMed Abstract | CrossRef Full Text | Google Scholar

Jain, M., and Khurana, J. P. (2009). An expression compendium of auxin-responsive genes during reproductive development and abiotic stress in rice. FEBS J. 276, 3148–3162. doi: 10.1111/j.1742-4658.2009.07033.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Jain, M., Misra, G., Patel, R. K., Priya, P., Jhanwar, S., Khan, A. W., et al. (2013). A draft genome sequence of the pulse crop chickpea (Cicer arietinum L.). Plant J. 74, 715–729. doi: 10.1111/tpj.12173

PubMed Abstract | CrossRef Full Text | Google Scholar

Jun, N., Gaohang, W., Zhenxing, Z., Huanhuan, Z., Yunrong, W., and Ping, W. (2011). OsIAA23-mediated auxin signaling defines postembryonic maintenance of QC in rice. Plant J. 68, 433–442. doi: 10.1111/j.1365-313X.2011.04698.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Juretic, N., Hoen, D. R., Huynh, M. L., Harrison, P. M., and Bureau, T. E. (2005). The evolutionary fate of MULE-mediated duplications of host gene fragments in rice. Genome Res. 15, 1292–1297. doi: 10.1101/gr.4064205

PubMed Abstract | CrossRef Full Text | Google Scholar

Kalluri, U. C., Difazio, S. P., Brunner, A. M., and Tuskan, G. A. (2007). Genome-wide analysis of Aux/IAA and ARF gene families in Populus trichocarpa. BMC Plant Biol. 7:59. doi: 10.1186/1471-2229-7-59

PubMed Abstract | CrossRef Full Text | Google Scholar

Kepinski, S., and Leyser, O. (2005). The Arabidopsis F-box protein TIR1 is an auxin receptor. Nature 435, 446–451. doi: 10.1038/nature03542

PubMed Abstract | CrossRef Full Text | Google Scholar

Kim, B. C., Soh, M. S., Hong, S. H., Furuya, M., and Nam, H. G. (1998). Photomorphogenic development of the Arabidopsis shy2–1D mutation and its interaction with phytochromes in darkness. Plant J. 15, 61–68. doi: 10.1046/j.1365-313X.1998.00179.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Kim, J., Harter, K., and Theologis, A. (1997). Protein–protein interactions among the Aux/IAA proteins. Proc. Natl. Acad. Sci. 94, 11786–11791. doi: 10.1073/pnas.94.22.11786

CrossRef Full Text | Google Scholar

Krzywinski, M., Schein, J., Birol, I., Connors, J., Gascoyne, R., Horsman, D., et al. (2009). Circos: an information aesthetic for comparative genomics. Genome Res. 19, 1639–1645. doi: 10.1101/gr.092759.109

PubMed Abstract | CrossRef Full Text | Google Scholar

Kumar, R., Agarwal, P., Tyagi, A. K., and Sharma, A. K. (2012). Genome-wide investigation and expression analysis suggest diverse roles of auxin-responsive GH3 genes during development and response to different stimuli in tomato (Solanum lycopersicum). Mol. Genet. Genomics 287, 221–235. doi: 10.1007/s00438-011-0672-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Li, W.-H., Gojobori, T., and Nei, M. (1981). Pseudogenes as a paradigm of neutral evolution. Nature 292, 237–239. doi: 10.1038/292237a0

CrossRef Full Text | Google Scholar

Liscum, E., and Reed, J. W. (2002). Genetics of Aux/IAA and ARF action in plant growth and development. Plant Mol. Biol. 49, 387–400. doi: 10.1023/A:1015255030047

CrossRef Full Text | Google Scholar

Lovegrove, A., and Hooley, R. (2000). Gibberellin and abscisic acid signaling in aleurone. Trends Plant Sci. 5, 102–110. doi: 10.1016/S1360-1385(00)01571-5

CrossRef Full Text | Google Scholar

Maraschin, F. S., Memelink, J., and Offringa, R. (2009). Auxin-induced, SCF(TIR1)-mediated poly-ubiquitination marks AUX/IAA proteins for degradation. Plant J. 59, 100–109. doi: 10.1111/j.1365-313X.2009.03854.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Meier, S., Gehring, C., MacPherson, C. R., Kaur, M., Maqungo, M., Reuben, S., et al. (2008). The promoter signatures in rice LEA genes can be used to build a co-expressing LEA gene network. Rice 1, 177–187. doi: 10.1007/s12284-008-9017-4

CrossRef Full Text | Google Scholar

Mishra, B. S., Singh, M., Aggrawal, P., and Laxmi, A. (2009). Glucose and auxin signaling interaction in controlling Arabidopsis thaliana seedlings root growth and development. PLoS ONE 4:e4502. doi: 10.1371/journal.pone.0004502

PubMed Abstract | CrossRef Full Text | Google Scholar

Mortazavi, A., William, B. A., McCue, K., Schaeffer, L., and Wold, B. (2008). Mapping and quantifying mammalian transcriptomes by RNA-seq. Nat. Methods 5, 621–628. doi: 10.1038/nmeth.1226

PubMed Abstract | CrossRef Full Text | Google Scholar

Nagalakshmi, U., Wang, Z., Waern, K., Shou, C., Raha, D., Gerstein, M., et al. (2008). The transcriptional landscape of the yeast genome defined by RNA sequencing. Science 320, 1344–1349. doi: 10.1126/science.1158441

PubMed Abstract | CrossRef Full Text | Google Scholar

Nagpal, P., Walker, L. M., Young, J. C., Sonawala, A., Timpte, C., Estelle, M., et al. (2000). AXR2 encodes a member of the Aux/IAA protein family. Plant Physiol. 123, 563–574. doi: 10.1104/pp.123.2.563

PubMed Abstract | CrossRef Full Text | Google Scholar

Okushima, Y., Fukaki, H., Onoda, M., Theologis, A., and Tasaka, M. (2007). ARF7 and ARF19 regulate lateral root formation via direct activation of LBD/ASL genes in Arabidopsis. Plant Cell 19, 118–130. doi: 10.1105/tpc.106.047761

PubMed Abstract | CrossRef Full Text | Google Scholar

Overvoorde, P. J., Okushima, Y., Alonso, J. M., Chan, A., Chang, C., Ecker, J. R., et al. (2005). Functional genomic analysis of the AUXIN/INDOLE-3-ACETIC ACID gene family members in Arabidopsis thaliana. Plant Cell 17, 3282–3300. doi: 10.1105/tpc.105.036723

PubMed Abstract | CrossRef Full Text | Google Scholar

Paponov, I. A., Paponov, M., Teale, W., Menges, M., and Chakrabortee, S. (2008). Comprehensive transcriptome analysis of auxin responses in Arabidopsis. Mol. Plant 1, 321–337. doi: 10.1093/mp/ssm021

PubMed Abstract | CrossRef Full Text | Google Scholar

Park, H. C., Kim, M. L., Kang, Y. H., Jeon, J. M., Yoo, J. H., Kim, M. C., et al. (2004). Pathogen- and NaCl-induced expression of the scam-4 promoter is mediated in part by a gt-1 box that interacts with a gt-1-like transcription factor. Plant Physiol. 135, 2150–2161. doi: 10.1104/pp.104.041442

PubMed Abstract | CrossRef Full Text | Google Scholar

Parween, S., Nawaz, K., Roy, R., Pole, A. K., Suresh, B. V., Misra, G., et al. (2015). An advanced draft genome assembly of a desi type chickpea (Cicer arietinum L.). Sci. Rep. 5, 12806. doi: 10.1038/srep12806

PubMed Abstract | CrossRef Full Text | Google Scholar

Ploense, S. E., Wu, M. F., Nagpal, P., and Reed, J. W. (2009). A gain-of– function mutation in IAA18 alters Arabidopsis embryonic apical patterning. Development 136, 1509–1517. doi: 10.1242/dev.025932

PubMed Abstract | CrossRef Full Text | Google Scholar

Prince, V. E., and Pickett, F. B. (2002). Splitting pairs: the diverging fates of duplicated genes. Nat. Rev. Genet. 3, 827–837. doi: 10.1038/nrg928

PubMed Abstract | CrossRef Full Text | Google Scholar

Reed, J. W. (2001). Roles and activities of Aux/IAA proteins in Arabidopsis. Trends Plant Sci. 6, 420–425. doi: 10.1016/S1360-1385(01)02042-8

PubMed Abstract | CrossRef Full Text | Google Scholar

Reed, J. W., Elumalai, R. P., and Chory, J. (1998). Suppressors of an Arabidopsis thaliana phyB mutation identify genes that control light signaling and hypocotyl elongation. Genetics 148, 1295–1310.

PubMed Abstract | Google Scholar

Remington, D. L., Vision, T. J., Guilfoyle, T. J., and Reed, J. W. (2004). Contrasting modes of diversification in the Aux/IAA and ARF gene families. Plant Physiol. 135, 1738–1752. doi: 10.1104/pp.104.039669

PubMed Abstract | CrossRef Full Text | Google Scholar

Rinaldi, M. A., Liu, J., Enders, T. A., Bartel, B., and Strader, L. C. (2012). A gain-of-function mutation in IAA16 confers reduced responses to auxin and abscisic acid and impedes plant growth and fertility. Plant Mol. Biol. 79, 359–373. doi: 10.1007/s11103-012-9917-y

PubMed Abstract | CrossRef Full Text | Google Scholar

Rogg, L. E., Lasswell, J., and Bartel, B. (2001). A gain-of-function mutation in IAA28 suppresses lateral root development. Plant Cell 13, 465–480. doi: 10.1105/tpc.13.3.465

PubMed Abstract | CrossRef Full Text | Google Scholar

Roulin, A., Auer, P. L., Libault, M., Schlueter, J., Farmer, A., May, G., et al. (2012). The fate of duplicated genes in a polyploid plant genome. Plant J. 73, 143–153. doi: 10.1111/tpj.12026

PubMed Abstract | CrossRef Full Text | Google Scholar

Sato, A., and Yamamoto, K. T. (2008). Overexpression of the non-canonical Aux/IAA genes causes auxin-related aberrant phenotypes in Arabidopsis. Physiol. Plant. 133, 397–405. doi: 10.1111/j.1399-3054.2008.01055.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Schmutz, J., Cannon, S. B., Schlueter, J., Ma, J., Mitros, T., and Mitros, T. (2010). Genome sequence of the palaeopolyploid soybean. Nature 463, 178–183. doi: 10.1038/nature08670

PubMed Abstract | CrossRef Full Text | Google Scholar

Severin, A. J., Cannon, S. B., Graham, M. M., Grant, D., and Shoemaker, R. C. (2011). Changes in twelve homoeologous genomic regions in soybean following three rounds of polyploidy. Plant Cell 23, 3129–3136. doi: 10.1105/tpc.111.089573

PubMed Abstract | CrossRef Full Text | Google Scholar

Shen, C., Yue, R., Yang, Y., Zhang, L., Sun, T., Xu, L., et al. (2014). Genome-wide identification and expression profiling analysis of the Aux/IAA gene family in Medicago trucatula during the early phase of Sinorhizobium meliloti infection. PLoS ONE 9:e107495. doi: 10.1371/journal.pone.0107495

PubMed Abstract | CrossRef Full Text | Google Scholar

Singh, V. K., Garg, R., and Jain, M. (2013). A global view of transcriptome dynamics during flower development in chickpea by deep sequencing. Plant Biotechnol. J. 11, 691–701. doi: 10.1111/pbi.12059

PubMed Abstract | CrossRef Full Text | Google Scholar

Singh, V. K., Jain, M., and Garg, R. (2015). Genome-wide analysis and expression profiling reveals diverse roles of GH3 gene family during development and abiotic stress responses in legumes. Front. Plant Sci. 5:789. doi: 10.3389/fpls.2014.00789

PubMed Abstract | CrossRef Full Text | Google Scholar

Soderlund, C., Nelson, W., Shoemaker, A., and Paterson, A. (2006). SyMAP: a system for discovering and viewing syntenic regions of FPC maps. Genome Res. 16, 1159–1168. doi: 10.1101/gr.5396706

PubMed Abstract | CrossRef Full Text | Google Scholar

Soh, M., Hong, S., Kim, B., Vizir, I., Park, D. H., Choi, G., et al. (1999). Regulation of both light- and auxin mediated development by the Arabidopsis IAA3/SHY2 gene. J. Plant Biol. 42, 239–246. doi: 10.1007/BF03030485

CrossRef Full Text | Google Scholar

Song, Y., Wang, L., and Xiong, L. (2009). Comprehensive expression profiling analysis of OsIAA gene family in developmental processes and in response to phytohormone and stress treatments. Planta 229, 577–591. doi: 10.1007/s00425-008-0853-7

PubMed Abstract | CrossRef Full Text | Google Scholar

Tan, X., Calderon-Villalobos, L. I., Sharon, M., Zheng, C., Robinson, C. V., Estelle, M., et al. (2007). Mechanism of auxin perception by the TIR1 ubiquitin ligase. Nature 446, 640–645. doi: 10.1038/nature05731

PubMed Abstract | CrossRef Full Text | Google Scholar

Tatematsu, K., Kumagai, S., Muto, H., Sato, A., Watahiki, M. K., Harper, R. M., et al. (2004). MASSUGU2 encodes Aux/IAA19, an auxin-regulated protein that functions together with the transcriptional activator NPH4/ARF7 to regulate differential growth responses of hypocotyl and formation of lateral roots in Arabidopsis thaliana. Plant Cell 16, 379–393. doi: 10.1105/tpc.018630

PubMed Abstract | CrossRef Full Text | Google Scholar

Tiwari, S. B., Hagen, G., and Guilfoyle, T. J. (2003). The roles of auxin response factor domains in auxin-responsive transcription. Plant Cell 15, 533–543. doi: 10.1105/tpc.008417

CrossRef Full Text | Google Scholar

Tiwari, S. B., Hagen, G., and Guilfoyle, T. J. (2004). Aux/IAA proteins contain a potent transcriptional repression domain. Plant Cell 16, 533–543. doi: 10.1105/tpc.017384

PubMed Abstract | CrossRef Full Text | Google Scholar

Tiwari, S. B., Wang, X.-J., Hagen, G., and Guilfoyle, T. J. (2001). AUX/IAA proteins are active repressors, and their stability and activity are modulated by auxin. Plant Cell 13, 2809–2822. doi: 10.1105/tpc.13.12.2809

PubMed Abstract | CrossRef Full Text | Google Scholar

Uberti-Manassero, N. G., Lucero, L. E., Viola, I. L., Vegetti, A. C., and Gonzalez, D. H. (2012). The class I protein AtTCP15 modulates plant development through a pathway that overlaps with the one affected by CIN-like TCP proteins. J. Exp. Bot. 63, 809–823. doi: 10.1093/jxb/err305

PubMed Abstract | CrossRef Full Text | Google Scholar

Uehara, T., Okushima, Y., Mimura, T., Tasaka, M., and Fukaki, H. (2008). Domain II mutations in CRANE/IAA18 suppress lateral root formation and affect shoot development in Arabidopsis thaliana. Plant Cell Physiol. 49, 1025–1038. doi: 10.1093/pcp/pcn079

PubMed Abstract | CrossRef Full Text | Google Scholar

Ulmasov, T., Murfett, J., Hagen, G., and Guilfoyle, T. J. (1997). Aux/IAA proteins repress expression of reporter genes containing natural and highly active synthetic auxin response elements. Plant Cell 9, 1963–1971. doi: 10.1105/tpc.9.11.1963

PubMed Abstract | CrossRef Full Text | Google Scholar

Varshney, R. K., Song, C., Saxena, R. K., Azam, S., Yu, S., Sharpe, A. G., et al. (2013). Draft genome sequence of chickpea (Cicer arietinum) provides a resource for trait improvement. Nat. Biotechnol. 31, 240–246. doi: 10.1038/nbt.2491

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, H., Jones, B., Li, Z., Frasse, P., Delalande, C., Regad, F., et al. (2005). The tomato Aux/IAA transcription factor IAA9 is involved in fruit development and leaf morphogenesis. Plant Cell 17, 2676–2692. doi: 10.1105/tpc.105.033415

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, S. K., Bai, Y. H., Shen, C. J., Wu, Y. R., Zhang, S. N., Jiang, D. A., et al. (2010a). Auxin-related gene families in abiotic stress response in Sorghum bicolor. Funct. Integr. Genomics 10, 533–546. doi: 10.1007/s10142-010-0174-3

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, Y., Deng, D., Bian, Y., Lv, Y., and Xie, Q. (2010b). Genome-wide analysis of primary auxin-responsive Aux/IAA gene family in maize (Zea mays L.). Mol. Biol. Rep. 37, 3991–4001. doi: 10.1007/s11033-010-0058-6

PubMed Abstract | CrossRef Full Text | Google Scholar

Wang, Y., Wang, X., Tang, H., Tan, X., Ficklin, S. P., Feltus, F. A., et al. (2011). Modes of gene duplication contribute differently to genetic novelty and redundancy, but show parallels across divergent angiosperms. PLoS ONE 6:e28150. doi: 10.1371/journal.pone.0028150

PubMed Abstract | CrossRef Full Text | Google Scholar

Woodhouse, M. R., Pedersen, B., and Freeling, M. (2010). Transposed genes in Arabidopsis are often associated with flanking repeats. PLoS Genet. 6:e1000949. doi: 10.1371/journal.pgen.1000949

PubMed Abstract | CrossRef Full Text | Google Scholar

Woodward, A. W., and Bartel, B. (2005). Auxin: regulation, action, and interaction. Ann. Bot. 95, 707–735. doi: 10.1093/aob/mci083

PubMed Abstract | CrossRef Full Text | Google Scholar

Wu, J., Peng, Z., Liu, S., He, Y., Cheng, L., Kong, F., et al. (2012). Genome-wide analysis of Aux/IAA gene family in Solanaceae species using tomato as a model. Mol. Genet. Genomics 287, 295–311. doi: 10.1007/s00438-012-0675-y

PubMed Abstract | CrossRef Full Text | Google Scholar

Yamaguchi-Shinozaki, K., and Shinozaki, K. (1994). A novel cis-acting element in an Arabidopis gene is involved in responsiveness to drought, low temperature or high salt stress. Plant Cell 6, 251–264. doi: 10.2307/3869643

CrossRef Full Text | Google Scholar

Yang, X., Lee, S., So, J. H., Dharmasiri, S., Dharmasiri, N., Ge, L., et al. (2004). The IAA1 protein is encoded by AXR5 and is a substrate of SCF(TIR1). Plant J. 40, 772–782. doi: 10.1111/j.1365-313X.2004.02254.x

PubMed Abstract | CrossRef Full Text | Google Scholar

Zhu, Z. X., Liu, Y., Liu, S. J., Mao, C. Z., Wu, Y. R., and Wu, P. (2012). A gain-of-function mutation in OsIAA11 affects lateral root development in rice. Mol. Plant 5, 154–161. doi: 10.1093/mp/ssr074

PubMed Abstract | CrossRef Full Text | Google Scholar

Keywords: gene family, Aux/IAA, chickpea, soybean, gene duplication, transposed duplication, gene expression, abiotic stress

Citation: Singh VK and Jain M (2015) Genome-wide survey and comprehensive expression profiling of Aux/IAA gene family in chickpea and soybean. Front. Plant Sci. 6:918. doi: 10.3389/fpls.2015.00918

Received: 20 July 2015; Accepted: 12 October 2015;
Published: 27 October 2015.

Edited by:

Girdhar Kumar Pandey, University of Delhi, India

Reviewed by:

Milind Ratnaparkhe, Directorate of Soybean Research, India
Haitao Shi, Hainan University, China

Copyright © 2015 Singh and Jain. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Mukesh Jain, mjain@nipgr.ac.in

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