Next Article in Journal
Phenotypic and Molecular Convergence of 2q23.1 Deletion Syndrome with Other Neurodevelopmental Syndromes Associated with Autism Spectrum Disorder
Previous Article in Journal
Isolation and Heterologous Expression of a Polygalacturonase Produced by Fusarium oxysporum f. sp. cubense Race 1 and 4
 
 
Search for Articles:
Title / Keyword
Author / Affiliation / Email
Journal
Article Type
 
 
Advanced Search
 
Section
Special Issue
Volume
Issue
Number
Page
 
Journals
IJMS
Volume 16
Issue 4
10.3390/ijms16047608
ijms-logo
Submit to this Journal Review for this Journal Propose a Special Issue
► Article Menu

Article Menu

share Share announcement Help format_quote Cite question_answer Discuss in SciProfiles thumb_up
...
Endorse textsms
...
Comment
first_page
settings
Order Article Reprints
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

The WRKY Transcription Factor Genes in Eggplant (Solanum melongena L.) and Turkey Berry (Solanum torvum Sw.)

by
Xu Yang
1,†,
Cao Deng
2,†,
Yu Zhang
1,
Yufu Cheng
1,*,
Qiuyue Huo
1 and
Linbao Xue
1
1
College of Horticulture and Plant Protection, Yangzhou University, Yangzhou 225009, China
2
DNA Stories Bioinformatics Services Co., Ltd., Chengdu 610000, China
*
Author to whom correspondence should be addressed.
†
These authors contributed equally to this work.
Int. J. Mol. Sci. 2015, 16(4), 7608-7626; https://doi.org/10.3390/ijms16047608
Submission received: 6 November 2014 / Revised: 2 March 2015 / Accepted: 10 March 2015 / Published: 7 April 2015
(This article belongs to the Section Biochemistry)
Browse Figures
Versions Notes

Abstract

:
WRKY transcription factors, which play critical roles in stress responses, have not been characterized in eggplant or its wild relative, turkey berry. The recent availability of RNA-sequencing data provides the opportunity to examine WRKY genes from a global perspective. We identified 50 and 62 WRKY genes in eggplant (SmelWRKYs) and turkey berry (StorWRKYs), respectively, all of which could be classified into three groups (I–III) based on the WRKY protein structure. The SmelWRKYs and StorWRKYs contain ~76% and ~95% of the number of WRKYs found in other sequenced asterid species, respectively. Positive selection analysis revealed that different selection constraints could have affected the evolution of these groups. Positively-selected sites were found in Groups IIc and III. Branch-specific selection pressure analysis indicated that most WRKY domains from SmelWRKYs and StorWRKYs are conserved and have evolved at low rates since their divergence. Comparison to homologous WRKY genes in Arabidopsis revealed several potential pathogen resistance-related SmelWRKYs and StorWRKYs, providing possible candidate genetic resources for improving stress tolerance in eggplant and probably other Solanaceae plants. To our knowledge, this is the first report of a genome-wide analyses of the SmelWRKYs and StorWRKYs.

1. Introduction

Eggplant (Solanum melongena L.) is the third most agriculturally important crop from the genus Solanum after potato (S. tuberosum) [1] and tomato (S. lycopersicum) [2]. In 2011, 46.8 million tons of eggplant were produced in the top four producing countries, namely China (27.7 million tons), India (11.8 million tons), Egypt (1.1 million tons) and Turkey (8.2 million tons), according to the Food and Agriculture Organization of the United Nations (http://faostat.fao.org). Eggplant is susceptible to many bacterial and fungal pathogens and insects, such as the Verticillium dahlia fungus and nematodes [3], which cause significant yield losses. As such, improving resistance to biotic and abiotic stresses is one of the main objectives of eggplant breeding programs. S. torvum Sw., commonly known as turkey berry, is a wild relative of eggplant and is resistant to root-knot nematodes and the most serious soil-borne diseases, such as those caused by Ralstonia solanacearum, V. dahlia Klebahn and Fusarium oxysporum f. sp. Melongenae [4]. Thus, turkey berry offers promising genetic resources for improving eggplant. Attempts have been made to introduce turkey berry resistance into eggplant through conventional breeding and biotechnological techniques; however, progress in this area has been limited [5,6,7,8,9].
In spite of their economic and experimental importance, genome-wide research resources are limited for eggplant and turkey berry, because of the lack of whole-genome sequences. The recent availability of comprehensive and high-quality de novo transcriptome assemblies of eggplant and turkey berry from short-read RNA-sequencing data [10] has allowed the identification of both housekeeping and regulatory gene families, such as the WRKY transcription factor (WRKY TF) gene family, one of the most important transcription factor families in plants [11]. WRKY proteins are involved in developmental processes and in responses to abiotic and biotic stresses [12]. Several WRKY proteins are involved in the regulation of plant growth and developmental processes, including trichome development [13], seed development and germination [14], embryogenesis [15,16] and leaf senescence [17]. WRKY proteins also play an important role in responses to various abiotic stresses [18], such as high salinity, drought and cold in Arabidopsis [19,20,21] and phytohormone treatments in rice (Oryza sativa) [22], and are involved in plant defense against biotic stresses, such as bacterial, fungal and viral pathogens [23,24,25,26].
The WRKY genes are primarily restricted to plants with the exception of several examples in protozoa [27]. Most WRKY proteins in this family contain at least one WRKY domain of ~60 amino acid residues [11]. The N terminus of the WRKY domain is characterized by a highly-conserved WRKYGQK motif, whereas the C-terminal region of the domain contains a metal-chelating zinc finger motif, either C–X4-5–C–X22-23–H–X–H (C2H2) or C–X5–8–C–X25–28–H–X1-2–C (C2HXC) [11]. The WRKYGQK amino acid sequences are involved in binding to the W-box (TTGACY) sequence, an element found in the promoters of many stress-related genes [28]. However, recent studies revealed that other factors are involved in WRKY binding to DNA in response to a specific stimulus [29,30]. WRKY proteins can be categorized into three groups according to their number of WRKY domains and the pattern of the zinc finger motif [11]. Group I WRKY TFs contain two WRKY domains (N-terminal and C-terminal) with distinct functions and include a C2H2 motif, whereas Group II and III WRKY TFs contain one WRKY domain with a C2H2 zinc finger motif and C2HXC zinc finger motif, respectively [11]. Based on the amino acid motifs outside the WRKY domain, the members in Group II can be divided into five subgroups: IIa–e [11].
In this study, we performed a genome-wide identification of WRKY genes in eggplant (SmelWRKYs) and turkey berry (StorWRKYs) using transcriptome data. Phylogenetic trees were constructed to classify WRKY genes and to evaluate their evolutionary relationships in a wide range of plant species. Detailed analyses of SmelWRKYs and StorWRKYs were performed, including identification of variants of the highly-conserved WRKY domain, analyses of evolutionary selective pressure and inference with the biological functions of these TFs based on Arabidopsis orthologs. Our results may provide candidate SmelWRKYs and StorWRKYs for genetic improvement of stress tolerance in eggplant and, probably, other Solanaceae plants.

2. Results and Discussion

2.1. Identification of the Eggplant and Turkey Berry WRKY Gene Families

As the first step in identifying important WRKY regulators that function in response to abiotic and biotic stresses [12], we sought to identify all SmelWRKY and StorWRKY family members in the recently released de novo transcriptome assemblies of eggplant and turkey berry [10]. To identify SmelWRKYs and StorWRKYs, we downloaded all transcript sequences from the National Center for Biotechnology Information (NCBI) [10]. With the assumption that the number of clusters assembled by Trinity reflects the total number of functional genes within the genome, the WRKY family members identified should approximate the entire family. Therefore, the longest transcript in each cluster was selected as the representative unigene. We then searched the assemblies with the longest predicted protein sequence for each unigene (File S1). A total of 50 and 62 non-redundant putative SmelWRKYs and StorWRKYs were identified by InterProScan [31]. All of these putative proteins were confirmed to contain a WRKY domain by the NCBI Conserved Domain Database (CDD), and 44 and 53 of these sequences were identified as complete SmelWRKYs and StorWRKYs, respectively (for Group I members, at least one complete WRKY domain was present; Table 1). The same analysis pipeline was used to identify WRKY TFs in Amborella trichopoda, greater duckweed (Spirodela polyrhiza), Arabidopsis, Populus trichocarpa, grape (Vitis vinifera), tomato, potato and hot pepper (Capsicum annuum L. Zunla-1), and the results are listed in Table 1. With our method, we identified 72 AtWRKYs (WRKY TFs in Arabidopsis), which are identical to those identified by PlnTFDB (3.0, http://plntfdb.bio.uni-potsdam.de/v3.0/fam_mem.php?family_id=WRKY&sp_id=ATH) and by PlantTFDB (v3.0, http://planttfdb.cbi.pku.edu.cn/family.php?sp=Ath&fam=WRKY). We also identified 81 SlWRKYs (WRKY TFs in tomato), which are identical to those identified by Huang et al. [32], confirming the robustness of our method.
Based on our results, the eggplant WRKY family may be the smallest reported Solanaceae WRKY family to date, but it is larger than the WRKY families of the basal angiosperm, A. trichopoda, and of greater duckweed (Table 1). In addition, the moss, Physcomitrella patens [33], the lycophyte, Selaginella moellendorffii [33], and castor bean (Ricinus communis) [34] have fewer WRKY TFs (37, 35 and 47, respectively). The size of the StorWRKY family is larger than that of the SmelWRKY family and is comparable to Cucumis sativus [35] and Carica papaya [25] with 55 and 66 WRKYs, respectively.
Table
Table 1. The distribution of WRKY TFs from ten plant species. * For Group I, at least one of the two WRKY domains was identified as complete.
Table 1. The distribution of WRKY TFs from ten plant species. * For Group I, at least one of the two WRKY domains was identified as complete.
SpeciesComplete WRKY *Partial WRKYIIIaIIbIIcIIdIIeIIIUnassigned
A. trichopoda29362443442
S. polyrhiza34791466440
A. thaliana72014381779131
P. trichocarpa10112259251314103
V. vinifera5721238156661
S. lycopersicum801155816618111
S. tuberosum778145616715140
C. annuum5931546115891
S. melongena446122387570
S. torvum53913431076100
We noted that both the eggplant and turkey berry WRKY families were much smaller than those of their close Solanum relatives, tomato and potato (81 and 85 WRKY TFs, respectively; Table 1). The actual size of the SmelWRKY and StorWRKY families may be larger, as both were identified from transcriptome data. To address this possibility, we identified WRKY genes in hot pepper, for which the complete genome sequence is available [36]. Although the genome size of the hot pepper is about four-fold larger than that of its close relative, tomato [37], we identified only 62 WRKY TFs in pepper, which is much fewer than in tomato (Table 1). Moreover, it was recently reported that the ancestor of the Gentianales, Lamiales and Solanales likely contained ~65 WRKY TFs [38]. Therefore, the similar number of WRKY TFs in turkey berry and hot pepper suggests that StorWRKYs identified from transcriptome data likely represent essentially the entire WRKY gene pool in its genome and that >76% (50 out of 65) of SmelWRKYs were identified from the transcriptome data. These data (Table 1 and [38]) also suggest that, when compared with other asterid plants, tomato and potato may contain atypically large WRKY families.

2.2. Phylogenetic Analysis and Classification of the WRKY Gene Family

To determine the phylogenetic relationships and groupings among WRKY TFs identified in this study, an unrooted phylogenetic tree was constructed based on the amino acid alignment of 712 complete WRKY domains (from 606 WRKY TFs) identified by NCBI CDD from A. trichopoda, Arabidopsis, hot pepper, P. trichocarpa, tomato, greater duckweed, potato, grape, eggplant and turkey berry (Figure 1). The two WRKY domains within the same WRKY protein were designated with N (Group IN) or C (Group IC) for the N- and C-terminal domain, respectively. Incomplete WRKY domain sequences were excluded, and the detailed alignments of the amino acid sequences are listed in File S2. A cladogram with tip labels and bootstrap values (>0.70) is presented in Figure S1. Based on the phylogenetic tree and the AtWRKY classifications, the WRKY genes were manually classified into groups and subgroups (Table 1). As reported in previous studies [27,32], the WRKY N- and C-terminal domains of Group I and the domains of Group III are monophyletic; however, those from Group II were not monophyletic and were grouped into three distinct clades, IIa + IIb, IIc and IId + IIe. Group IIc is closely related to Group IC and clustered with Group IIa + IIb, whereas Group IId + IIe clustered with Group III.
Ijms 16 07608 g001 1024
Figure 1. Phylogenetic tree of WRKY domains from ten species. The amino acid sequences of the WRKY domains were aligned, and the unrooted phylogenetic tree was constructed using the maximum likelihood method. The WRKY groups and subgroups are indicated. N, N-terminal domain; C, C-terminal domain.
Figure 1. Phylogenetic tree of WRKY domains from ten species. The amino acid sequences of the WRKY domains were aligned, and the unrooted phylogenetic tree was constructed using the maximum likelihood method. The WRKY groups and subgroups are indicated. N, N-terminal domain; C, C-terminal domain.
Ijms 16 07608 g001
Inclusion of the WRKY sequences of the evolutionary basal angiosperm, A. trichopoda, and of a wide range of species not only reduced potential long-branch attractions during phylogenetic tree construction, but also provided valuable information about the evolutionary history and classification of WRKY TFs since the emergence of the basal angiosperm. Interestingly, all of the WRKY TFs were more similar to those in the same groups/subgroups in divergent species than they were to other WRKY proteins in the same species (Figure 1). As shown in Figure 1 and Table 1, together with results from previous studies [27,32,38,39], the interspersed distribution of the WRKY domains from all of these species in all of the groups and subgroups may suggest the existence of these groups/subgroups before the divergence of basal angiosperms and the expansion of particular groups and/or subgroups in some clades or species after the divergence from basal angiosperms (Figure S1).
In tomato, a distinct gene expansion event occurred in Group IIe [32], and we examined whether similar expansion events occurred in the groups and subgroups of eggplant and turkey berry. In eggplant, we identified 12 Group I, 25 Group II and seven Group III WRKY TFs, and the Group II proteins were subdivided into two Subgroup IIa, three Subgroup IIb, eight Subgroup IIc, seven Subgroup IId and five Subgroup IIe. In turkey berry, we identified 13 Group I, 30 Group II and 10 Group III WRKY TFs, and the Group II proteins were subdivided into four Subgroup IIa, three Subgroup IIb, 10 Subgroup IIc, seven Subgroup IId and six Subgroup IIe (Table 1). These patterns were similar to those of hot pepper, but obviously differed from those of tomato and potato, in which the Subgroup IIc, Group III and especially Subgroup IIe WRKY subfamilies are expanded (Figure S2), resulting in atypically large WRKY families.
Group I WRKY TFs contain two WRKY domains (N- and C-terminal) with distinct functions. However, in this study, several WRKY TFs with only one WRKY domain were phylogenetically grouped into Group IC or IN (Table 2). Moreover, several of the classified Group I proteins contained incomplete C-terminal WRKY domains, but none of them contained incomplete N-terminal WRKY domains. These results imply the gain and/or loss of WRKY domains during their evolution, which is consistent with the results of Zhang et al. [27], suggesting that Group I WRKY TFs, such as those found in algae, are the most evolutionarily ancient and that the members in Group II and Group III are the descendants derived from ancestral Group IC [27]. However, recent evidence suggests that the Group I WRKYs, and other WRKY TFs, originated from an ancestral Group IIc-like domain [29], and an analysis of Lotus japonicus and Medicago truncatula WRKY proteins indicates that some WRKYs in Group II originated from the N-terminal domain of Group I WRKYs [40]. These results indicate that the origins of the WRKY genes are complex.
Table
Table 2. The distribution of subgroups of Group I WRKY TFs from ten plant species. IN, N-terminal WRKY domain; IC, C-terminal WRKY domain.
Table 2. The distribution of subgroups of Group I WRKY TFs from ten plant species. IN, N-terminal WRKY domain; IC, C-terminal WRKY domain.
SpeciesTotal Group IWith Two WRKY DomainsWith One WRKY Domain
Complete Group IPartial ICPartial ININIC
A. trichopoda6–––––
S. polyrhiza961––2
A. thaliana14121––1
P. trichocarpa22211–––
V. vinifera1211–––1
S. lycopersicum1515––––
S. tuberosum14121–1–
C. annuum15131–1–
S. melongena1241–34
S. torvum1361–42
The number of Group I SmelWRKYs and StorWRKYs were comparable to their Solanaceae relatives; however, the number of SmelWRKYs and StorWRKYs that contained only one WRKY domain, but grouped with IC or IN, were considerably larger than in species with whole-genome sequences available (Table 2). Although the SmelWRKYs and StorWRKYs identified from transcriptome data likely represent the majority of WRKYs in these species (discussed above), our method may have introduced potential errors, such as RNA-sequencing artifacts, variations in splicing, incomplete splicing of introns and/or potential assembly errors that were due to highly polymorphic sites in some genes, all of which could have resulted in abnormally truncated WRKY proteins with only the N- or C-terminal WRKY domain detectable. This possibility is supported by the fact that most of the partial WRKY genes and genes for Group I WRKYs with only one WRKY domain would encode relatively short peptides and are not full-length unigenes (with both a start and stop codon) (Table S1 and Table S2).

2.3. Multiple Sequence Alignment of SmelWRKYs and StorWRKYs

The WRKY domains from eggplant and turkey berry WRKY TFs and several homologous Arabidopsis proteins were aligned in MEGA 6.0 [41] (Figure 2). For each group or subgroup, one Arabidopsis protein was selected, including N-terminal and C-terminal WRKY domains of AtWRKY1 (Group IN and IC, AT2G04880.1), AtWRKY40 (Group IIa, AT1G80840.1), AtWRKY61 (Group IIb, AT1G18860.1), AtWRKY57 (Group IIc, AT1G69310.1), AtWRKY21 (Group IId, AT2G30590.1), AtWRKY65 (Group IIe, AT1G29280.1) and AtWRKY46 (Group III, AT2G46400.1).
Ijms 16 07608 g002 1024
Figure 2. Multiple sequence alignment of the WRKY domains from eggplant and turkey berry WRKY genes. The suffixes “_N” and “_C” indicate the N- and C-terminal WRKY domain, respectively, of a specific WRKY gene from Group I. Alignment was performed using MEGA 6 [41]. Light purple indicates conserved WRKY amino acid domains, and orange indicates zinc-finger motifs.
Figure 2. Multiple sequence alignment of the WRKY domains from eggplant and turkey berry WRKY genes. The suffixes “_N” and “_C” indicate the N- and C-terminal WRKY domain, respectively, of a specific WRKY gene from Group I. Alignment was performed using MEGA 6 [41]. Light purple indicates conserved WRKY amino acid domains, and orange indicates zinc-finger motifs.
Ijms 16 07608 g002
The WRKY domain contains the highly-conserved heptapeptide stretch, WRKYGQK, at its N-terminus followed by a zinc finger motif. Previous reports indicate that some plants contain variants of the WRKY domain, such as WRKYGKK, WRKYGEK and WRKYGSK [27]. In tomato, WRKYGKK is the most common variant, followed by WRKYGMK, WSKYGQK, WQKYGQK and WIKYGEN [32]. In turkey berry, however, WRKYGKK was the only variant, whereas in eggplant, WRKYGKK was the dominant variant and WRKYGEK was a minor variant (Figure 2). These variants were mainly identified in Group IIc, and Group IC and III also included one variant each. The prevalence of WRKYGKK over other variants, especially in Group IIc, was also observed in other species, such as Arabidopsis [11], tomato [32] and large soybean (Glycine max) [39]. Variation in the WRKYGQK motif can reduce, eliminate or alter DNA binding activity, and conversion of the conserved glutamine to lysine can reduce, but not eliminate, DNA binding [42]. In contrast, hot pepper WRKY1 (Capana08g000429), which carries the WRKYGKK motif and is a negative regulator of pathogen defense, can still recognize the W-box [43]. Therefore, variants of the consensus sequence may offer these SmelWRKYs and StorWRKYs the ability to recognize different cis-elements.

2.4. Evolutionary Selective Pressure in SmelWRKYs and StorWRKYs

Because they are involved in responses to abiotic and biotic stresses [12], the WRKY proteins may be subject to strong selective pressure imposed by these stresses. Previous studies have observed different selective pressures on different WRKY subgroups in large soybean [39], L. japonicus and M. truncatula [40]. Therefore, it is of great interest and importance to understand the molecular evolution of the WRKY gene family in eggplant and turkey berry. To detect whether selective pressure has affected WRKY subgroups in eggplant and turkey berry, an unrooted phylogenetic tree was constructed based on the amino acid alignment of complete SmelWRKY and StorWRKY domains (the alignments and tree files are included in File S3). As shown in Figure 3, the phylogenies of SmelWRKYs and StorWRKYs in the tree are in accordance with our WRKY classification results (Figure 2), further confirming the groupings.
The ω ratio (nonsynonymous substitution rate/synonymous substitution rate, dN/dS) is a measure of natural selection acting on a protein. Generally, values for ω of 1, >1 and <1 indicate neutral, positive and purifying selection, respectively. The branch-site model, which allows ω ratios to vary among sites and lineages simultaneously, appeared to be most suitable for describing evolutionary processes of the WRKY gene family [39]. In this model, the branches being tested for positive selection are referred to as the foreground branches, and all other branches on the tree are referred to as background branches. In this study, Groups IN, IC, IIa–e and III were selected as foreground branches, respectively, whereas the other groups were selected as the background branches. Likelihood ratio test (LRT) analysis revealed the presence of codons under positive selection in Groups IIc, IIe and III. When the Bayes empirical Bayes (BEB) method was implemented to calculate posterior probabilities for site classes, no positive selection sites were observed in Group IIe, and one positive selection site was found in Groups IIc and III at the 0.01 and 0.05 significance levels, respectively (Table 3). This result indicated that, in eggplant and turkey berry, Group IIc and Group III WRKY TFs may have been subjected to positive selection, whereas selective pressures in the other subgroups would seem to have been more conservative. Strong positive selective pressure was also observed in WRKY TFs from large soybean [39]. In that analysis, sites with high probabilities of having been under positive selection were found in Groups I, IIc, IIe and III, with sites in Group IIe and III appearing to have been under strong positive selective pressure. In contrast, Song et al. [40] found that Group III WRKY genes from L. japonicus and M. truncatula appear to be under purifying selection. Taken together, these results demonstrate that, in WRKY TFs, the natural selective pressures are likely to vary across different plant species and that subgroups have different evolutionary rates in particular species.
Ijms 16 07608 g003 1024
Figure 3. The branch-specific dN, dS and ω ratios of SmelWRKYs and StorWRKYs. The WRKY groups and subgroups are indicated. Branch-specific dS and dN are given if the dS value of that branch is between 0.1 and two or the ω ratio of that branch is >1. The left half of the circular inserts at each branch designates the branch-specific dS, and the size of the red sector is in proportion to dS, which ranged from zero to 2.00. The right half designates the branch-specific dN, and the size of the green sector is in proportion to dN, which ranged from zero to 0.28. The number on a branch is the ω ratio of that branch (only ω ratios >1 are given). Tips labeled with color are genes in some special orthologous groups identified by OrthoMCL (Table S2). Blue, eggplant- and turkey berry-specific orthologous groups; light purple, orthologous groups with genes from turkey berry, but without genes from eggplant; orange, orthologous groups with genes from eggplant, but without genes from turkey berry (Table 4).
Figure 3. The branch-specific dN, dS and ω ratios of SmelWRKYs and StorWRKYs. The WRKY groups and subgroups are indicated. Branch-specific dS and dN are given if the dS value of that branch is between 0.1 and two or the ω ratio of that branch is >1. The left half of the circular inserts at each branch designates the branch-specific dS, and the size of the red sector is in proportion to dS, which ranged from zero to 2.00. The right half designates the branch-specific dN, and the size of the green sector is in proportion to dN, which ranged from zero to 0.28. The number on a branch is the ω ratio of that branch (only ω ratios >1 are given). Tips labeled with color are genes in some special orthologous groups identified by OrthoMCL (Table S2). Blue, eggplant- and turkey berry-specific orthologous groups; light purple, orthologous groups with genes from turkey berry, but without genes from eggplant; orange, orthologous groups with genes from eggplant, but without genes from turkey berry (Table 4).
Ijms 16 07608 g003
Table
Table 3. Likelihood ratio tests for the branch-site models. ι, log likelihood values, 2Δι, the test statistic; a bold indicates p < 0.05 (based on the 50:50 mixture distribution of point mass 0 and χ 1 2 ); b amino acid sites estimated to have undergone positive selection by Bayes empirical Bayes analysis. * Posterior probability >95%, ** posterior probability >99%.
Table 3. Likelihood ratio tests for the branch-site models. ι, log likelihood values, 2Δι, the test statistic; a bold indicates p < 0.05 (based on the 50:50 mixture distribution of point mass 0 and χ 1 2 ); b amino acid sites estimated to have undergone positive selection by Bayes empirical Bayes analysis. * Posterior probability >95%, ** posterior probability >99%.
Groupι (Foreground)ι (Background)2Διp-Value aPositive Selection Sites b
IN−4987.059421−4987.8677861.616732.50 × 10−18E *, 20N *, 34P *, 36F *
IC−4990.205486−4990.4336330.456291.02 × 10−135A *
IIa−4991.663923−4991.6639230.000005.00 × 10−1none
IIb−4991.663924−4991.663923−2.00 × 10−6–None
IIc−4987.458167−4989.1905403.464753.14 × 10−26G **
IId−4991.663923−4991.6639230.000005.00 × 10−1none
IIe−4988.849412−4990.6646383.630452.84 × 10−2none
III−4985.941961−4988.1387604.393601.80 × 10−25L *
To investigate how variable the evolutionary rates are in each group of SmelWRKYs and StorWRKYs, the branch-specific dN, dS and ω ratio were calculated using the free-ratios model (File S3), which assumes an independent ω ratio for each branch. As shown in Figure 3, most of the observed branch-specific ω ratios were <1, indicating purifying selective pressure in these WRKY domains and their ancestral branches. For the majority of branches leading to each group, atypically large ω ratios were observed, resulting from low dS values. Higher dN values in these branches relative to those in branches within each group also demonstrated that there is higher divergence at the amino acid level among groups than within each group. dS is recognized as an indicator of evolutionary rates. The high dS values (Figure 3) observed in each group indicate high evolutionary rates since the emergence of each group. However, for leaves of the tree (Figure 3), most dS values were <0.1 (Table S3), indicating that most WRKY domains from eggplant and turkey berry WRKY proteins have been conserved since their divergence from other WRKY genes.

2.5. Predicted Roles of SmelWRKY and StorWRKY Orthologs

To ascertain potential functions, we compared WRKY TFs by identifying orthologs and paralogs using OrthoMCL [44]. The protein database includes 606 WRKY TFs with complete WRKY domains (with at least one complete WRKY domain for Group I genes). In total, 73 orthologous groups were identified (File S4). We found that three of these orthologous groups (Cluster71–Cluster73) were eggplant- and turkey berry-specific clusters, and a high ω ratio (~2.73) was observed for the branch leading to Cluster72 (Smel_Unigene_15034_orf from eggplant and Stor_Unigene_15496_orf from turkey berry) (Figure 3), implying positive selection on this orthologous group in eggplant and turkey berry.
We further inspected the orthologous groups with genes from either eggplant or turkey berry. We identified six orthologous groups (Cluster22, Cluster26, Cluster28, Cluster32, Cluster39 and Cluster59) with genes from turkey berry, but without genes from eggplant (Table 4). These StorWRKYs may confer the stress-responsive ability to turkey berry that is absent in eggplant. However, the biological functions of the Arabidopsis orthologs of these StorWRKYs are not known, except for AtWRKY30 (ortholog of Stor_Unigene_11160_orf from Cluster39). Overexpression of AtWRKY30 is believed to enhance abiotic stress tolerance during the early growth stages in Arabidopsis [45]. Notably, we found only one orthologous group (Cluster21) with a gene from eggplant (Smel_Unigene_4353_orf), but without genes from turkey berry (Table 4). Interestingly, in Arabidopsis roots, the expression of AtWRKY23 (ortholog of Smel_Unigene_4353_orf from Cluster21) is upregulated in syncytia induced by the cyst nematode (Heterodera schachtii) and in giant cells induced by the root-knot nematode (Meloidogyne incognita) [46]. Eggplant is susceptible to root-knot nematodes, whereas turkey berry is tolerant to them [47]; and with respect to H. schachtii, tomato is susceptible and eggplant is less susceptible [48]. The presence of AtWRKY23 orthologs in eggplant and tomato may be important for nematode development. Moreover, a high dS value (~1.21, Figure 3 and Table S3) was observed in Smel_Unigene_4353_orf, indicating a high evolutionary rate since its divergence from other WRKYs.
Jasmonate and its derivatives are widely distributed in plants and affect a variety of processes, including responses to wounding and abiotic stress and defenses against insects and pathogens [49]. With publicly-available microarray datasets, Schluttenhofer et al. [38] identified six jasmonate-responsive Arabidopsis WRKY genes, AtWRKY7, AtWRKY20, AtWRKY26, AtWRKY45, AtWRKY48 and AtWRKY72, four of which (AtWRKY48, AtWRKY7, AtWRKY20 and AtWRKY72) were included in our clusters (Table 4, File S4). We found that AtWRKY7, which is also a calmodulin-binding TF [50], has two orthologs in eggplant, turkey berry, tomato and potato (File S4), indicating potential gene duplication in Solanum. Interestingly, we did not find an ortholog of WRKY72 in eggplant, turkey berry or three other Solanaceae species, although this TF is proposed to play a partially conserved role in basal defense in tomato and Arabidopsis [51].
Plant parasitic nematode infections generally occur as a result of root dysfunction and contribute to yield reductions. The most widespread and economically damaging nematode species include the sting nematode (Belonolaimus longicaudatus) and root-knot nematodes (Meloidogyne spp.). As noted above, eggplant is susceptible to root-knot nematodes, whereas turkey berry is tolerant. Recently, Bagnaresi et al. [47] identified 390 genes that were differentially expressed in turkey berry upon M. incognita infection. To investigate whether these root-knot nematode-responsive genes include WRKY TFs, we performed a BLASTN [52] search of the turkey berry 3' transcript library from Bagnaresi et al. [47] against the eggplant and turkey berry transcript of Yang et al. [10]. Corresponding transcript relationships were extracted using a reciprocal best hit method [52]. One of the 390 root-knot nematode-responsive genes was identified as StorWRKY (tor5_rep_c3275 in Bagnaresi et al. [47] and Stor_Unigene_36980 in Yang et al. [10]). The eggplant ortholog of Stor_Unigene_36980_orf is Smel_Unigene_26604_orf. To explore potential variations between these two orthologs, multiple sequence alignment of the WRKY domains from Cluster15 was conducted. When Stor_Unigene_36980_orf and Smel_Unigene_26604_orf were compared, we identified six variations at the nucleotide level (Figure S3), resulting in only two variations at the amino acid level, at the boundary of the domain (Figure S4). The ortholog of Stor_Unigene_36980_orf in Arabidopsis is AtWRKY75 (Table 4), which is also an oxalic acid-responsive AtWRKY gene [53]. Oxalic acid is an important pathogenicity determinant of necrotrophic phytopathogenic fungi [53], such as Sclerotina sclerotiorum, which causes Sclerotinia blight in eggplant [54]. Chen et al. [53] found that overexpression of AtWRKY75 in Arabidopsis enhances resistance to oxalic acid and to S. sclerotiorum.
Table
Table 4. Selected orthologous groups of AtWRKYs, SmelWRKYs and StorWRKYs. a Oxalic acid-responsive AtWRKY genes [53]; b jasmonate-responsive AtWRKY genes [38].
Table 4. Selected orthologous groups of AtWRKYs, SmelWRKYs and StorWRKYs. a Oxalic acid-responsive AtWRKY genes [53]; b jasmonate-responsive AtWRKY genes [38].
ClusterA. thalianaS. melongenaS. torvum
Cluster1AtWRKY46 aSmel_Unigene_32514_orfStor_Unigene_37797_orf
AtWRKY53, AtWRKY41Smel_Unigene_15880_orfStor_Unigene_32033_orf
Cluster6AtWRKY7 bSmel_Unigene_13706_orfStor_Unigene_15301_orf
Smel_Unigene_32893_orfStor_Unigene_33201_orf
Cluster7AtWRKY20 bSmel_Unigene_33395_orfStor_Unigene_33340_orf
Cluster11AtWRKY72 b––
Cluster15AtWRKY75 aSmel_Unigene_26604_orfStor_Unigene_36980_orf
Cluster18AtWRKY8, AtWRKY28 aSmel_Unigene_7135_orfStor_Unigene_13170_orf
Cluster19AtWRKY6 aSmel_Unigene_30283_orfStor_Unigene_30993_orf
Cluster20AtWRKY48 bSmel_Unigene_24936_orfStor_Unigene_7575_orf
Cluster21AtWRKY23Smel_Unigene_4353_orf–
Cluster22AtWRKY13–Stor_Unigene_9139_orf
Cluster26AtWRKY24, AtWRKY43, AtWRKY56–Stor_Unigene_22753_orf
Cluster28––Stor_Unigene_3051_orf
Cluster32AtWRKY29–Stor_Unigene_11038_orf
Cluster35–Smel_Unigene_10887_orfStor_Unigene_33472_orf
Cluster39AtWRKY30–Stor_Unigene_11160_orf
Cluster40AtWRKY62, AtWRKY67, AtWRKY38, AtWRKY66, AtWRKY64, AtWRKY63 a––
Cluster59––Stor_Unigene_28103_orf
Cluster71–Smel_Unigene_12893_orfStor_Unigene_22138_orf
Cluster72–Smel_Unigene_15034_orfStor_Unigene_15496_orf
Cluster73–Smel_Unigene_4351_orfStor_Unigene_3646_orf

3. Experimental Section

3.1. Dataset Collection

The annotated genome sequences of S. lycopersicum and S. tuberosum were downloaded from Sol Genomics Network (ITAG 2.3 http://solgenomics.net/organism/solanum_lycopersicum/genome and PGSC DM 3.4; http://solgenomics.net/organism/Solanum_tuberosum/genome, respectively). The annotated genome sequences of Arabidopsis, greater duckweed, A. trichopoda and hot pepper were downloaded from the Arabidopsis Information Resource (TAIR Release 10, ftp://ftp.arabidopsis.org/home/tair/Genes/TAIR10_genome_release), Mockler Lab (http://spirodelagenome.org/), the Amborella Genome Database (http://amborella.huck.psu.edu/) and the Pepper Genome Database (http://peppersequence.genomics.cn/page/species/download.jsp), respectively. The annotated genome sequences of V. vinifera and P. trichocarpa were downloaded from JGI phytozome v9.0 (ftp://ftp.jgi-psf.org/pub/compgen/phytozome/v9.0/Vvinifera and ftp://ftp.jgi-psf.org/pub/compgen/phytozome/v9.0/Ptrichocarpa/). To obtain high-quality representative gene sets for the above genomes, the longest translation form was chosen to represent each gene, and gene models with open reading frames shorter than 150 bp in the genomes were removed. Eggplant and turkey berry transcripts were downloaded from the NCBI Transcriptome Shotgun Assembly database under Accession Numbers GBEF00000000 (eggplant) and GBEG00000000 (turkey berry) [10]. The longest transcript in each cluster was selected as the representative unigene that was subjected to annotation for open reading frames.

3.2. Structural Annotation of Eggplant and Turkey Berry Unigenes

A BLASTX [55] search with a cut-off E-value ≤ 1 × 10−5 was performed against public protein databases, including the NCBI non-redundant database, SwissProt [56] and the potato (PGSC DM 3.4) and tomato (ITAG 2.3) protein sets. The coding sequences (CDSs) of all putative unigenes were extracted from the BLASTX results (homologous approach) with a minimum 150-bp cutoff value and the priority order of SwissProt, Solanum (tomato and potato) protein datasets and the NCBI database if conflicting results were obtained. ESTSCAN software [57] was also used to determine the direction of sequences that did not align to any of the databases, and CDSs shorter than 150 bp were removed. To avoid missing potential coding transcripts, the unigenes for which CDSs were not predicted by either homologous or ESTSCAN approaches were subjected to an in-house script, which, like most gene prediction programs, uses fifth-order hidden Markov chains to model coding regions [58]. Again, the CDSs shorter than 150 bp were removed. The resultant CDSs extracted from the eggplant and turkey berry unigenes were translated into amino acid sequences with the standard codon table.

3.3. WRKY Gene Identification

InterProScan version 4.5 [31] was used to scan protein sequences against the protein signatures from InterPro to infer protein families and domains for the protein-coding genes. The integrated Pfam database was selected, and then, the default parameters were used. The genes with the WRKY DNA-binding domain (PF03106) were recognized as candidate WRKY TFs. Subsequently, a FASTA file of the candidate WRKY protein sequences was submitted to the NCBI CDD to confirm the presence of the WRKY domain and to identify complete and partial WRKY domains. This process was performed for each proteome used in our analysis, including A. trichopoda, Arabidopsis, hot pepper, P. trichocarpa, tomato, greater duckweed, potato, V. vinifera, eggplant and turkey berry.

3.4. WRKY Gene Classification

The protein sequences of the complete WRKY domains identified by the NCBI CDD were collected using an in-house Perl script. Multiple sequence alignment of these domain sequences from all ten plant species was performed using MUSCLE v3.8.31 [59] with default parameters, and the alignments were then subjected to maximum likelihood phylogenetic analyses using PhyML3.1 [60]. The parameters used in the tree construction were the JTT (Jones-Taylor-Thornton) model plus gamma-distributed rates, and bootstrap values were calculated using the aLRT (average Likelihood Ratio Test) model. The trees were visualized and optimized in Figtree (http://tree.bio.ed.ac.uk/software/figtree/). The WRKY genes were classified into different groups and subgroups based on the Arabidopsis WRKY classifications.

3.5. Selection Pressure Analyses

The amino acid sequences of complete WRKY domains from eggplant and turkey berry WRKY TFs were used to estimate a phylogenetic tree as described above. The amino acid sequence alignments were then converted into the corresponding CDS alignments, which were, together with the tree, used to estimate dS and dN and to detect positive selection using CODEML in the PAML 4.8 package in a maximum likelihood framework. The branch-specific dN, dS and ω ratios were calculated using the free-ratios model and an F3×4 codon frequency model.
The recommended branch-site test of positive selection was applied to detect positive selection affecting a few particular sites along selected lineages. We compared the null hypothesis, in which sites may evolve either neutrally (ω = 1) or under purifying selection (ω < 1), with the alternative hypothesis, which allows sites to be under positive selection (ω > 1). We then conducted the LRT analysis. The null distribution was a 50:50 mixture of chi-squared distributions with 1 degree of freedom and a point mass at zero; therefore, the p-values calculated based on this mixture distribution were used to guide against violations of model assumptions. Posterior probabilities were calculated using the BEB method. The nodes were considered to have undergone positive selection if they showed a statistically-significant LRT, and positively selected sites were identified in the BEB analysis.

3.6. Identification of Gene Orthologous Groups

The translated eggplant and turkey berry WRKY TF amino acid sequences were pooled into a WRKY TF protein database with sequences from another eight plant species: A. trichopoda, greater duckweed, Arabidopsis, P. trichocarpa, V. vinifera, tomato, potato and hot pepper [36]. Only sequences with at least one complete WRKY domain were retained (the sequences that generated the WRKY domains in Figure 1). Self-to-self BLASTP [55] was conducted for all amino acid sequences with a cut-off E-value of 1 × 10−5, and hits with identity <30% and coverage <30% were removed. Orthologous groups were constructed from the BLASTP results with OrthoMCL v2.0.9 [44] using default settings.

4. Conclusions

In this study, we identified 50 SmelWRKYs and 62 StorWRKYs, and all of them could be classified into three groups (I–III). The SmelWRKY and StorWRKY families contain ~76% and ~95% of the number of WRKYs found in other sequenced asterid species, respectively. Different selection constraints could have affected the evolution of these groups. Sites with high probabilities of having been under positive selection were found in a subgroup of Group II (Group IIc) and Group III. Most WRKY domains from eggplant and turkey berry WRKY proteins are conserved and have evolved at low rates since their divergence. We also identified several pathogen resistance-related SmelWRKYs and StorWRKYs, providing possible candidate genetic resources for improving stress tolerance in eggplant and, probably, other Solanaceae plants. Overall, our results not only further our understanding of the evolutionary processes of eggplant and turkey berry WRKY genes, but also facilitate future functional genomics studies in these economically and genetically important crops.

Supplementary Materials

Supplementary materials can be found at https://www.mdpi.com/1422-0067/16/04/7608/s1.

Acknowledgments

The work presented here was supported by the National Natural Science Foundation of China (Grant No. NSFC31171954), the Natural Science Foundation of Jiangsu Province (Grant No. BK2010320), China Postdoctoral Science Foundation (Grant No. 20110491463) and Jiangsu Postdoctoral Science Foundation (Grant No. 1002001C).

Author Contributions

Conceived of and designed the experiments: Xu Yang, Cao Deng, and Yufu Cheng. Performed the experiments: Xu Yang, Cao Deng. Analyzed the data: Cao Deng, Xu Yang. Contributed reagents/materials/analysis tools: Yufu Cheng, Yu Zhang, Qiuyue Huo, and Linbao Xue. Wrote the manuscript: Cao Deng, Xu Yang. All authors read and approved the final manuscript.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Xu, X.; Pan, S.; Cheng, S.; Zhang, B.; Mu, D.; Ni, P.; Zhang, G.; Yang, S.; Li, R.; Wang, J. Genome sequence and analysis of the tuber crop potato. Nature 2011, 475, 189–195. [Google Scholar] [CrossRef] [PubMed]
  2. Zouine, M.; Latché, A.; Rousseau, C.; Regad, F.; Pech, J.-C.; Philippot, M.; Bouzayen, M.; Delalande, C.; Frasse, P.; Schiex, T. The tomato genome sequence provides insights into fleshy fruit evolution. Nature 2012, 485, 635–641. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  3. Collonnier, C.; Fock, I.; Kashyap, V.; Rotino, G.; Daunay, M.; Lian, Y.; Mariska, I.; Rajam, M.; Servaes, A.; Ducreux, G. Applications of biotechnology in eggplant. Plant Cell Tissue Organ Cult. 2001, 65, 91–107. [Google Scholar] [CrossRef]
  4. Yamaguchi, H.; Fukuoka, H.; Arao, T.; Ohyama, A.; Nunome, T.; Miyatake, K.; Negoro, S. Gene expression analysis in cadmium-stressed roots of a low cadmium-accumulating solanaceous plant, solanum torvum. J. Exp. Bot. 2010, 61, 423–437. [Google Scholar] [CrossRef] [PubMed]
  5. Gousset, C.; Collonnier, C.; Mulya, K.; Mariska, I.; Rotino, G.L.; Besse, P.; Servaes, A.; Sihachakr, D. Solanum torvum, as a useful source of resistance against bacterial and fungal diseases for improvement of eggplant (S. Melongena L.). Plant Sci. 2005, 168, 319–327. [Google Scholar] [CrossRef]
  6. Garibaldi, A.; Minuto, A.; Gullino, M. Verticillium wilt incited by verticillium dahliae in eggplant grafted on solanum torvum in italy. Plant Dis. 2005, 89, 777. [Google Scholar]
  7. Daunay, M.; Lester, R.; Laterrot, H. The use of wild species for the genetic improvement of brinjal eggplant (Solanum melongena) and tomato (Lycopersicon esculentum). Solanaceae III Taxon. Chem. Evol. 1991, 27, 389–413. [Google Scholar]
  8. Guri, A.; Sink, K. Interspecific somatic hybrid plants between eggplant (Solanum melongena) and solanum torvum. Theor. Appl. Genet. 1988, 76, 490–496. [Google Scholar] [CrossRef] [PubMed]
  9. Van Eck, J.; Snyder, A. Eggplant (Solanum melongena L.). In Agrobacterium Protocols; Humana Press: Clifton, NJ, USA, 2006; pp. 439–448. [Google Scholar]
  10. Yang, X.; Cheng, Y.-F.; Deng, C.; Ma, Y.; Wang, Z.-W.; Chen, X.-H.; Xue, L.-B. Comparative transcriptome analysis of eggplant (Solanum melongena L.) and turkey berry (Solanum torvum Sw.): Phylogenomics and disease resistance analysis. BMC Genomics 2014, 15, 412. [Google Scholar] [CrossRef] [PubMed]
  11. Eulgem, T.; Rushton, P.J.; Robatzek, S.; Somssich, I.E. The wrky superfamily of plant transcription factors. Trends Plant Sci. 2000, 5, 199–206. [Google Scholar] [CrossRef] [PubMed]
  12. Ulker, B.; Somssich, I.E. WRKY transcription factors: From DNA binding towards biological function. Curr. Opin. Plant Biol. 2004, 7, 491–498. [Google Scholar] [CrossRef] [PubMed]
  13. Johnson, C.S.; Kolevski, B.; Smyth, D.R. Transparent testa glabra2, a trichome and seed coat development gene of arabidopsis, encodes a wrky transcription factor. Plant Cell 2002, 14, 1359–1375. [Google Scholar] [CrossRef]
  14. Jiang, W.; Yu, D. Arabidopsis WRKY2 transcription factor mediates seed germination and postgermination arrest of development by abscisic acid. BMC Plant Biol. 2009, 9, 96. [Google Scholar] [CrossRef] [PubMed]
  15. Xie, Z.; Zhang, Z.L.; Hanzlik, S.; Cook, E.; Shen, Q.J. Salicylic acid inhibits gibberellin-induced alpha-amylase expression and seed germination via a pathway involving an abscisic-acid-inducible wrky gene. Plant Mol. Biol. 2007, 64, 293–303. [Google Scholar] [CrossRef] [PubMed]
  16. Ueda, M.; Zhang, Z.; Laux, T. Transcriptional activation of arabidopsis axis patterning genes wox8/9 links zygote polarity to embryo development. Dev. Cell 2011, 20, 264–270. [Google Scholar] [CrossRef] [PubMed]
  17. Miao, Y.; Laun, T.; Zimmermann, P.; Zentgraf, U. Targets of the wrky53 transcription factor and its role during leaf senescence in arabidopsis. Plant Mol. Biol. 2004, 55, 853–867. [Google Scholar] [CrossRef] [PubMed]
  18. Chen, L.; Song, Y.; Li, S.; Zhang, L.; Zou, C.; Yu, D. The role of WRKY transcription factors in plant abiotic stresses. Biochim. Biophys. Acta 2012, 1819, 120–128. [Google Scholar] [CrossRef] [PubMed]
  19. Seki, M.; Narusaka, M.; Ishida, J.; Nanjo, T.; Fujita, M.; Oono, Y.; Kamiya, A.; Nakajima, M.; Enju, A.; Sakurai, T.; et al. Monitoring the expression profiles of 7000 arabidopsis genes under drought, cold and high-salinity stresses using a full-length cdna microarray. Plant J. 2002, 31, 279–292. [Google Scholar] [PubMed]
  20. Kilian, J.; Whitehead, D.; Horak, J.; Wanke, D.; Weinl, S.; Batistic, O.; D’Angelo, C.; Bornberg-Bauer, E.; Kudla, J.; Harter, K. The atgenexpress global stress expression data set: Protocols, evaluation and model data analysis of UV-B light, drought and cold stress responses. Plant J. 2007, 50, 347–363. [Google Scholar] [CrossRef] [PubMed]
  21. Ren, X.; Chen, Z.; Liu, Y.; Zhang, H.; Zhang, M.; Liu, Q.; Hong, X.; Zhu, J.K.; Gong, Z. Abo3, a WRKY transcription factor, mediates plant responses to abscisic acid and drought tolerance in arabidopsis. Plant J. 2010, 63, 417–429. [Google Scholar] [CrossRef]
  22. Ramamoorthy, R.; Jiang, S.Y.; Kumar, N.; Venkatesh, P.N.; Ramachandran, S. A comprehensive transcriptional profiling of the WRKY gene family in rice under various abiotic and phytohormone treatments. Plant Cell Physiol. 2008, 49, 865–879. [Google Scholar] [CrossRef] [PubMed]
  23. Eulgem, T.; Rushton, P.J.; Schmelzer, E.; Hahlbrock, K.; Somssich, I.E. Early nuclear events in plant defence signalling: Rapid gene activation by wrky transcription factors. EMBO J. 1999, 18, 4689–4699. [Google Scholar] [CrossRef] [PubMed]
  24. Eulgem, T.; Somssich, I.E. Networks of WRKY transcription factors in defense signaling. Curr. Opin. Plant Biol. 2007, 10, 366–371. [Google Scholar] [CrossRef] [PubMed]
  25. Pandey, S.P.; Somssich, I.E. The role of wrky transcription factors in plant immunity. Plant Physiol. 2009, 150, 1648–1655. [Google Scholar] [CrossRef] [PubMed]
  26. Ishihama, N.; Yoshioka, H. Post-translational regulation of WRKY transcription factors in plant immunity. Curr. Opin. Plant Biol. 2012, 15, 431–437. [Google Scholar] [CrossRef] [PubMed]
  27. Zhang, Y.; Wang, L. The WRKY transcription factor superfamily: Its origin in eukaryotes and expansion in plants. BMC Evol. Biol. 2005, 5, 1. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  28. Yamasaki, K.; Kigawa, T.; Seki, M.; Shinozaki, K.; Yokoyama, S. DNA-binding domains of plant-specific transcription factors: Structure, function, and evolution. Trends Plant Sci. 2013, 18, 267–276. [Google Scholar] [CrossRef] [PubMed]
  29. Brand, L.H.; Fischer, N.M.; Harter, K.; Kohlbacher, O.; Wanke, D. Elucidating the evolutionary conserved DNA-binding specificities of wrky transcription factors by molecular dynamics and in vitro binding assays. Nucleic Acids Res. 2013, 41, 9764–9778. [Google Scholar] [CrossRef] [PubMed]
  30. Machens, F.; Becker, M.; Umrath, F.; Hehl, R. Identification of a novel type of WRKY transcription factor binding site in elicitor-responsive cis-sequences from arabidopsis thaliana. Plant Mol. Biol. 2014, 84, 371–385. [Google Scholar] [CrossRef] [PubMed]
  31. Quevillon, E.; Silventoinen, V.; Pillai, S.; Harte, N.; Mulder, N.; Apweiler, R.; Lopez, R. Interproscan: Protein domains identifier. Nucleic Acids Res. 2005, 33, W116–W120. [Google Scholar] [CrossRef] [PubMed]
  32. Huang, S.; Gao, Y.; Liu, J.; Peng, X.; Niu, X.; Fei, Z.; Cao, S.; Liu, Y. Genome-wide analysis of WRKY transcription factors in solanum lycopersicum. Mol. Genet. Genomics 2012, 287, 495–513. [Google Scholar] [CrossRef] [PubMed]
  33. Rushton, P.J.; Somssich, I.E.; Ringler, P.; Shen, Q.J. WRKY transcription factors. Trends Plant Sci. 2010, 15, 247–258. [Google Scholar] [CrossRef] [PubMed]
  34. Li, H.L.; Zhang, L.B.; Guo, D.; Li, C.Z.; Peng, S.Q. Identification and expression profiles of the WRKY transcription factor family in ricinus communis. Gene 2012, 503, 248–253. [Google Scholar] [CrossRef] [PubMed]
  35. Ling, J.; Jiang, W.; Zhang, Y.; Yu, H.; Mao, Z.; Gu, X.; Huang, S.; Xie, B. Genome-wide analysis of wrky gene family in cucumis sativus. BMC Genomics 2011, 12, 471. [Google Scholar] [CrossRef] [PubMed]
  36. Qin, C.; Yu, C.; Shen, Y.; Fang, X.; Chen, L.; Min, J.; Cheng, J.; Zhao, S.; Xu, M.; Luo, Y.; et al. Whole-genome sequencing of cultivated and wild peppers provides insights into capsicum domestication and specialization. Proc. Natl. Acad. Sci. USA 2014, 111, 5135–5140. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  37. Kim, S.; Park, M.; Yeom, S.I.; Kim, Y.M.; Lee, J.M.; Lee, H.A.; Seo, E.; Choi, J.; Cheong, K.; Kim, K.T.; et al. Genome sequence of the hot pepper provides insights into the evolution of pungency in capsicum species. Nat. Genet. 2014, 46, 270–278. [Google Scholar] [CrossRef] [PubMed]
  38. Schluttenhofer, C.; Pattanaik, S.; Patra, B.; Yuan, L. Analyses of catharanthus roseus and arabidopsis thaliana wrky transcription factors reveal involvement in jasmonate signaling. BMC Genomics 2014, 15, 502. [Google Scholar] [CrossRef] [PubMed]
  39. Yin, G.; Xu, H.; Xiao, S.; Qin, Y.; Li, Y.; Yan, Y.; Hu, Y. The large soybean (Glycine max) WRKY TF family expanded by segmental duplication events and subsequent divergent selection among subgroups. BMC Plant Biol. 2013, 13, 148. [Google Scholar] [CrossRef] [PubMed]
  40. Song, H.; Wang, P.; Nan, Z. The WRKY transcription factor genes in lotus japonicus. Int. J. Genomics 2014, 2014. [Google Scholar] [CrossRef]
  41. Tamura, K.; Stecher, G.; Peterson, D.; Filipski, A.; Kumar, S. Mega6: Molecular evolutionary genetics analysis version 6.0. Mol. Biol. Evol. 2013, 30, 2725–2729. [Google Scholar] [CrossRef] [PubMed]
  42. Duan, M.R.; Nan, J.; Liang, Y.H.; Mao, P.; Lu, L.; Li, L.; Wei, C.; Lai, L.; Li, Y.; Su, X.D. DNA binding mechanism revealed by high resolution crystal structure of arabidopsis thaliana wrky1 protein. Nucleic Acids Res. 2007, 35, 1145–1154. [Google Scholar] [CrossRef] [PubMed]
  43. Oh, S.K.; Baek, K.H.; Park, J.M.; Yi, S.Y.; Yu, S.H.; Kamoun, S.; Choi, D. Capsicum annuum WRKY protein cawrky1 is a negative regulator of pathogen defense. New Phytol. 2008, 177, 977–989. [Google Scholar] [CrossRef] [PubMed]
  44. Fischer, S.; Brunk, B.P.; Chen, F.; Gao, X.; Harb, O.S.; Iodice, J.B.; Shanmugam, D.; Roos, D.S.; Stoeckert, C.J. Using OrthoMCL to assign proteins to OrthoMCL-DB groups or to cluster proteomes into new ortholog groups. Curr. Protoc. Bioinform. 2011. [Google Scholar] [CrossRef]
  45. Scarpeci, T.E.; Zanor, M.I.; Mueller-Roeber, B.; Valle, E.M. Overexpression of atwrky30 enhances abiotic stress tolerance during early growth stages in arabidopsis thaliana. Plant Mol. Biol. 2013, 83, 265–277. [Google Scholar] [CrossRef] [PubMed]
  46. Grunewald, W.; Karimi, M.; Wieczorek, K.; Van de Cappelle, E.; Wischnitzki, E.; Grundler, F.; Inze, D.; Beeckman, T.; Gheysen, G. A role for atwrky23 in feeding site establishment of plant-parasitic nematodes. Plant Physiol. 2008, 148, 358–368. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  47. Bagnaresi, P.; Sala, T.; Irdani, T.; Scotto, C.; Lamontanara, A.; Beretta, M.; Rotino, G.; Sestili, S.; Cattivelli, L.; Sabatini, E. Solanum torvum responses to the root-knot nematode meloidogyne incognita. BMC Genomics 2013, 14, 540. [Google Scholar] [CrossRef] [PubMed]
  48. Tacconi, R. Reproduction of heterodera schachtii on selected crops. Nematol. Mediterr. 1993, 21, 9–12. [Google Scholar]
  49. Turner, J.G.; Ellis, C.; Devoto, A. The jasmonate signal pathway. Plant Cell Online 2002, 14, S153–S164. [Google Scholar]
  50. Park, C.Y.; Lee, J.H.; Yoo, J.H.; Moon, B.C.; Choi, M.S.; Kang, Y.H.; Lee, S.M.; Kim, H.S.; Kang, K.Y.; Chung, W.S.; et al. WRKY group IId transcription factors interact with calmodulin. FEBS Lett. 2005, 579, 1545–1550. [Google Scholar] [CrossRef] [PubMed]
  51. Bhattarai, K.K.; Atamian, H.S.; Kaloshian, I.; Eulgem, T. WRKY72-type transcription factors contribute to basal immunity in tomato and arabidopsis as well as gene-for-gene resistance mediated by the tomato R gene Mi-1. Plant J. 2010, 63, 229–240. [Google Scholar] [CrossRef] [PubMed]
  52. Overbeek, R.; Fonstein, M.; D’Souza, M.; Pusch, G.D.; Maltsev, N. The use of gene clusters to infer functional coupling. Proc. Natl. Acad. Sci. USA 1999, 96, 2896–2901. [Google Scholar] [CrossRef] [PubMed]
  53. Chen, X.; Liu, J.; Lin, G.; Wang, A.; Wang, Z.; Lu, G. Overexpression of AtWRKY28 and AtWRKY75 in Arabidopsis enhances resistance to oxalic acid and Sclerotinia sclerotiorum. Plant Cell Rep. 2013, 32, 1589–1599. [Google Scholar] [CrossRef] [PubMed]
  54. Singh, U.P.; Sarma, B.K.; Singh, D.P.; Maurya, S.; Mishra, P.K.; Singh, H.B. Effects of exudate depletion on sclerotial development of sclerotinia sclerotiorum and of oxalic acid on the synthesis of phenolic acids in egg plant (Solanum melongena L.). J. Plant Dis. Prot. 2004, 111, 371–379. [Google Scholar]
  55. Altschul, S.F.; Gish, W.; Miller, W.; Myers, E.W.; Lipman, D.J. Basic local alignment search tool. J. Mol. Biol. 1990, 215, 403–410. [Google Scholar] [CrossRef] [PubMed]
  56. Boeckmann, B.; Bairoch, A.; Apweiler, R.; Blatter, M.-C.; Estreicher, A.; Gasteiger, E.; Martin, M.J.; Michoud, K.; O’Donovan, C.; Phan, I. The swiss-prot protein knowledgebase and its supplement trembl in 2003. Nucleic Acids Res. 2003, 31, 365–370. [Google Scholar] [CrossRef] [PubMed]
  57. Iseli, C.; Jongeneel, C.V.; Bucher, P. Estscan: A Program for Detecting, Evaluating, and Reconstructing Potential Coding Regions in Est Sequences; ISMB: San Diego, CA, USA, 1999; pp. 138–148. [Google Scholar]
  58. Birney, E.; Clamp, M.; Durbin, R. Genewise and genomewise. Genome Res. 2004, 14, 988–995. [Google Scholar] [CrossRef] [PubMed]
  59. Edgar, R.C. Muscle: Multiple sequence alignment with high accuracy and high throughput. Nucleic Acids Res. 2004, 32, 1792–1797. [Google Scholar] [CrossRef] [PubMed]
  60. Guindon, S.; Dufayard, J.-F.; Lefort, V.; Anisimova, M.; Hordijk, W.; Gascuel, O. New algorithms and methods to estimate maximum-likelihood phylogenies: Assessing the performance of phyml 3.0. Syst. Biol. 2010, 59, 307–321. [Google Scholar] [CrossRef] [PubMed]

Share and Cite

MDPI and ACS Style

Yang, X.; Deng, C.; Zhang, Y.; Cheng, Y.; Huo, Q.; Xue, L. The WRKY Transcription Factor Genes in Eggplant (Solanum melongena L.) and Turkey Berry (Solanum torvum Sw.). Int. J. Mol. Sci. 2015, 16, 7608-7626. https://doi.org/10.3390/ijms16047608

AMA Style

Yang X, Deng C, Zhang Y, Cheng Y, Huo Q, Xue L. The WRKY Transcription Factor Genes in Eggplant (Solanum melongena L.) and Turkey Berry (Solanum torvum Sw.). International Journal of Molecular Sciences. 2015; 16(4):7608-7626. https://doi.org/10.3390/ijms16047608

Chicago/Turabian Style

Yang, Xu, Cao Deng, Yu Zhang, Yufu Cheng, Qiuyue Huo, and Linbao Xue. 2015. "The WRKY Transcription Factor Genes in Eggplant (Solanum melongena L.) and Turkey Berry (Solanum torvum Sw.)" International Journal of Molecular Sciences 16, no. 4: 7608-7626. https://doi.org/10.3390/ijms16047608

APA Style

Yang, X., Deng, C., Zhang, Y., Cheng, Y., Huo, Q., & Xue, L. (2015). The WRKY Transcription Factor Genes in Eggplant (Solanum melongena L.) and Turkey Berry (Solanum torvum Sw.). International Journal of Molecular Sciences, 16(4), 7608-7626. https://doi.org/10.3390/ijms16047608

Article Metrics

Back to TopTop