Skip to main content
Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Identification and characterization of the bZIP transcription factor family and its expression in response to abiotic stresses in sesame

  • Yanyan Wang,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Visualization, Writing – original draft

    Affiliation Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China

  • Yujuan Zhang,

    Roles Formal analysis, Investigation, Validation

    Affiliations Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China, Cotton Research Center, Cotton Research Center, Shandong Academy of Agricultural Sciences, Huanghuaihai Key Laboratory of Cotton Genetic Improvement and Cultivation Physiology of the Ministry of Agriculture, Jinan, China

  • Rong Zhou,

    Roles Data curation, Resources, Validation, Visualization

    Affiliation Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China

  • Komivi Dossa,

    Roles Data curation, Writing – review & editing

    Affiliations Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China, Centre d’Etude Régional pour l’Amélioration de l’Adaptation à la Sécheresse (CERAAS), Thiès, Sénégal

  • Jingyin Yu,

    Roles Formal analysis, Software, Visualization

    Affiliation Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China

  • Donghua Li,

    Roles Data curation, Formal analysis, Project administration

    Affiliation Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China

  • Aili Liu,

    Roles Formal analysis, Resources

    Affiliation Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China

  • Marie Ali Mmadi,

    Roles Formal analysis, Validation

    Affiliations Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China, Centre d’Etude Régional pour l’Amélioration de l’Adaptation à la Sécheresse (CERAAS), Thiès, Sénégal

  • Xiurong Zhang,

    Roles Conceptualization, Funding acquisition, Project administration, Supervision, Validation

    Affiliation Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China

  • Jun You

    Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

    junyou@caas.cn

    Affiliation Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, China

Abstract

Basic leucine zipper (bZIP) gene family is one of the largest transcription factor families in plants, and members of this family play important roles in multiple biological processes such as light signaling, seed maturation, flower development as well as abiotic and biotic stress responses. Nonetheless, genome-wide comprehensive analysis of the bZIP family is lacking in the important oil crop sesame. In the present study, 63 bZIP genes distributed on 14 linkage groups were identified in sesame, and denominated as SibZIP01-SibZIP63. Besides, all members of SibZIP family were divided into nine groups based on the phylogenetic relationship of Arabidopsis bZIPs, which was further supported by the analysis of their conserved motifs and gene structures. Promoter analysis showed that all SibZIP genes harbor cis-elements related to stress responsiveness in their promoter regions. Expression analyses of SibZIP genes based on transcriptome data showed that these genes have different expression patterns in different tissues. Additionally, we showed that a majority of SibZIPs (85.71%) exhibited significant transcriptional changes in responses to abiotic stresses, including drought, waterlogging, osmotic, salt, and cold, suggesting that SibZIPs may play a cardinal role in the regulation of stress responses in sesame. Together, these results provide new insights into stress-responsive SibZIP genes and pave the way for future studies of SibZIPs-mediated abiotic stress response in sesame.

Introduction

Abiotic stresses severely affect the growth and development of plants. As a sessile organism, plant has evolved complex signaling transduction pathways and various mechanisms of abiotic stress tolerance to survive in a variety of adverse conditions such as drought, salinity, waterlogging, and extreme temperature [13]. Transcription factors (TFs) play a vital role in abiotic stress responses signaling networks in plants through binding to promoters of specific sets of stress-responsive genes to activate or repress their expression. The basic leucine zipper (bZIP) gene family is one of the largest TF families and is characterized by highly conserved bZIP domain [4, 5]. The bZIP domain is 60 to 80 amino acids in length with two functional regions, a highly conserved basic region and a more diversified leucine zipper region [6]. The basic region is located at the N-terminus of the bZIP domain and consists of an invariant N-x7-R/K motif with approximately 16 amino acid residues, which is responsible for DNA binding and nuclear localization. The leucine zipper contains a heptad repeat of leucines or other hydrophobic amino acids that are positioned exactly nine amino acids toward the C-terminus, which is involved in specific recognition and dimerization [46]. In plant, bZIP transcription factors mainly recognize cis-acting DNA elements with an ACGT core motif, such as TACGTA (A-box), GACGTC (C-box), and CACGTG (G-box) [4, 7, 8]. However, some bZIP proteins such as GmbZIP44 from soybean recognize and bind to nonpalindromic sequences [9].

Through genome-wide analysis, members of bZIP gene family have been identified in many plant species, including 56 in humans (Homo sapiens) [10], 75 in Arabidopsis [4], 89 in rice (Oryza sativa) [5], 125 in maize (Zea mays) [11], 160 in soybean (Glycine max) [12], 89 in barley (Hordeum vulgare) [13], 92 in sorghum (Sorghum bicolor) [14], 69 in tomato (Solanum lycopersicum) [15], 55 in grapevine (Vitis vinifera) [16], 96 in Brachypodium distachyon [17], and 247 in Brassica napus [18]. Extensive studies through diverse functional genomics approaches in numerous plant species demonstrated that members of the bZIP TF family play crucial roles in various aspects of biological processes, including floral initiation, embryogenesis, seed maturation, and embryogenesis [4, 19, 20]. Increasing evidences have also indicated that plant bZIP proteins function as key components in response to a wide range of abiotic stresses, including drought [21, 22], high salinity [23, 24] and extreme temperature [9, 25].

The plant hormone ABA plays a central role in plants abiotic stress resistance by regulating large number of stress-responsive genes to confer abiotic stress tolerance in plants [26, 27]. The group A bZIP proteins include ABA-responsive element binding proteins (AREB) or ABRE binding factors (ABF), have been functionally characterized as important regulators in ABA-dependent gene expression and abiotic stress response [4, 27]. In Arabidopsis, AREB1/ABF2, AREB2/ABF4, ABF1, and ABF3 are activated by phosphorylation of subclass III SnRK2s, thereby regulating the expression of their downstream genes [28, 29]. Transgenic plants expressing AREB2/ABF4 or ABF3 increased sensitivity to ABA, altered expression of ABA/stress-regulated genes and exhibited enhanced tolerance to drought stress [21]. Rice group A bZIP proteins, such as OsbZIP23 and OsbZIP46, also play crucial roles in ABA signaling and act as positive regulators under drought stress [22, 30]. Three bZIP proteins including AtbZIP17, AtbZIP28 and AtbZIP60, which are membrane-bound endoplasmic reticulum (ER) localized bZIP proteins, play important roles in ER stress responses [31]. In addition to ER stress induced by pharmacological agents, AtbZIP28 has also been reported to be activated by heat shock, thereby contributes to the expression of heat-responsive genes and heat tolerance [25]. In contrast to AtbZIP28, AtbZIP17 is activated by salt stress, and act as a salt stress sensor/transducer in Arabidopsis [32]. Moreover, stress-inducible expression of the active form of AtbZIP17, in which the transmembrane domain and the C-terminal tail are removed, enhances the up-regulation of stress-induced genes and tolerance to salt stress [33]. Group S1 bZIPs (AtbZIP1, AtbZIP2, AtbZIP11, AtbZIP44, and AtbZIP53) preferentially form heterodimers with group C bZIPs (AtbZIP9, AtbZIP10, AtbZIP25, and AtbZIP63)[34, 35], and these bZIPs have been shown to regulate metabolic reprogramming during stress [24, 36, 37]. For example, two group S1 bZIP TFs, AtbZIP1 and AtbZIP53, that regulate carbohydrate energy metabolism and amino acid catabolism, play an important role in the root-specific response to salt stress [24]. Recently, group C/S1 bZIPs are found to regulate the expression of genes implicated in branched-chain amino acid catabolism, which is an alternative mitochondrial respiratory pathway that is crucial for plant survival during extended darkness induced carbohydrate deprivation [38].

Sesame (Sesamum indicum L.) is an ancient and prized oil crop, which is grown mainly in tropical and subtropical areas of the world. Sesame has high nutritional quality [39] and is widely used in baked and confectionery products. Although market demand for sesame seed continues to rise, the production of sesame is severely affected by adverse environmental stresses such as drought and waterlogging [4042]. It is well known that bZIP genes play a crucial role in response to various abiotic stresses in crops. However, no genome-wide information is available for bZIP gene family in sesame. In this study, we performed genome-wide identification of bZIP gene family in sesame and comprehensively analyzed their phylogenetic relationships, conserved motifs and gene structure arrangement. Furthermore, the expression patterns of bZIP genes in different tissues and in response to abiotic stresses were also analyzed using publicly available transcriptome data and quantitative real-time RT-PCR (qPCR). Our results provide a perspective for further functional characterization of potentially important bZIPs that are highly involved in abiotic stress responses in sesame.

Materials and methods

Identification and phylogenetic analyses of the bZIP gene family in sesame

To identify all genes encoding bZIP transcription factors in sesame (Sesamum indicum L.), all annotated proteins were downloaded from the Sesamum indicum genome database (Sinbase, http://ocri-genomics.org/Sinbase/index.html)[43]. Local Hidden Markov Model (HMM) search was firstly performed based on HMM profile of the bZIP domain (PF00170) using HMMER3.0. BLAST algorithm was also used to identify the predicted sesame bZIPs with all Arabidopsis bZIPs as queries. Then, all resulting candidate protein sequences were further examined by SMART (http://smart.embl-heidelberg.de/) to confirm the integrity of the bZIP domain. Finally, non-redundant and confident genes were gathered and assigned as sesame bZIP genes. Multiple sequence alignments of SibZIPs and Arabidopsis bZIPs were performed with ClustalX (version 1.83)[44]. Subsequently, the results were used to construct unrooted phylogenetic trees based on the neighbor-joining (NJ) method in MEGA (version 5.0) program with the pairwise deletion mode [23]. The bootstrap analysis was conducted with 1000 replicates.

Chromosomal location and duplication analysis

SibZIP genes were located on sesame linkage group according to their position information in the Sinbase database. The duplication pattern of SibZIP genes was analyzed using MCScanX software (http://chibba.pgml.uga.edu/mcscan2/) according to the previous description [45], and genes were classified into various types of duplications including segmental, tandem, proximal and dispersed under a default criterion.

Analyses of gene structure, promoters, conserved motifs, and construction of the interaction network

The exon-intron compositions of the SibZIP genes were analyzed using Gene Structure Display Server (GSDS) (http://gsds.cbi.pku.edu.cn/index.php) by comparing the coding sequences with their corresponding genomic sequences from Sinbase database. The upstream 1 kb genomic DNA sequences of SibZIP genes were submitted to the PlantCARE database (http://bioinformatics.psb.ugent.be/webtools/plantcare/html/) to identify the putative stress-related cis-elements. Conserved motifs of SibZIP proteins were analyzed using MEME (Multiple Em for Motif Elicitation) v4.11.4 (http://meme-suite.org/tools/meme). Interaction network of Arabidopsis bZIPs was constructed using STRING database (https://string-db.org/) [46] with high confidence (score>0.9). Then, the homologs of these interactive proteins in sesame were identified with reciprocal best BLASTP analysis [47].

Expression profiling of SibZIP genes using available transcriptome data

Expression analysis of SibZIP genes in different tissues (root, stem, flower, leaf, capsule and seed) were based on the transcriptome data derived from Sesame Functional Genomics Database (SesameFG, http://www.ncgr.ac.cn/SesameFG)[48]. Expression patterns of SibZIP genes under drought treatment were extracted from the transcriptome data of two sesame genotypes with contrasting drought tolerance (drought-tolerant cultivar ZZM0635 and drought-sensitive cultivar ZZM4782) (SRA accession number: SRR2886790) [49]. Expression patterns of SibZIP genes under waterlogging stress were obtained from transcriptome data of two sesame genotypes with contrasting tolerance to waterlogging (waterlogging-tolerant cultivar Zhongzhi No. 13 and the waterlogging-sensitive cultivar ZZM0563) (BioProject accession number: PRJNA356988) [50]. Heatmaps and hierarchical cluster analyses were constructed by MeV (MultiExperiment Viewer) [51].

Plant materials and treatments

Sesame plants of Zhongzhi No. 13 cultivar were grown hydroponically in a growth chamber (16 h light/8 h dark cycle at 28°C). Two-week old seedlings were exposed to different abiotic stresses including osmotic, salt, and cold treatments as described in our previous study [52]. The shoots of seedlings with different treatments were harvested at 0, 2, 6 and 12 h after treatment. Shoot samples were frozen immediately in liquid nitrogen, and stored at -80°C until use.

Quantitative real-time RT-PCR

Total RNA was extracted using the EASY spin Plus kit (Aidlab, China). The first-strand cDNAs were synthesized using the HiScript II 1st Strand cDNA Synthesis kit (Vazyme, China) following the manufacturer’s instruction. Quantitative real-time RT-PCR (qPCR) was performed on Roche LightCycler 480 real-time PCR system using the ChamQ SYBR qPCR Master Mix (Vazyme Biotech, China). Additionally, the qPCR assays were performed with three replicates and Histone H3.3 gene (SIN_1004293) was used as endogenous control [53]. The relative expression levels were analyzed according to 2–ΔΔCT method [54]. The gene-specific primers are listed in S1 Table.

Results

Identification of bZIP transcription factors in sesame

To identify bZIP TFs family members in sesame, a Hidden Markov Model search using the HMM profile of bZIP domains (PF00170), as well as genome-wide BLAST searches using Arabidopsis bZIP sequences as query, were performed to screen protein sequence data from the Sesamum indicum genome database (Sinbase, http://ocri-genomics.org/Sinbase/index.html)[43]. After validating the integrity of the bZIP domain using the SMART database (http://smart.embl-heidelberg.de/), a total of 63 non-redundant genes were assigned to sesame bZIP genes, and named from SibZIP01 to SibZIP63 based on their physical location in the sesame genome. The 63 predicted SibZIP proteins ranging from 131 (SibZIP58) to 780 (SibZIP11) amino acid residues in length, with an average of 339 amino acids. The gene name, gene locus ID, linkage group location, protein length, and other corresponding information of all SibZIP genes are shown in S2 Table.

Distribution on chromosome and duplication events of the SibZIP genes

Based on the genomic position information obtained from the Sinbase database, we found that 61 SibZIP genes were unevenly distributed among 14 linkage groups (LGs) out of the 16 LGs of the sesame genome (Fig 1). However, other two genes (SibZIP62 and SibZIP63) were distributed on the unassembled genomic scaffolds. The LG02 harbored the highest number of SibZIP (8 genes), followed by LG06 (7 genes). In contrast, only one SibZIP gene was located each on the LG13 and LG16. To understand the evolutionary mechanisms of SibZIP gene family, both tandem and segmental duplication events were further analyzed. Surprisingly, duplication in the case of bZIP gene family in sesame was confined to only segmental duplication because no tandem duplicated SibZIP gene pair was identified. As shown in S1 Fig, a total of 21 pairs of bZIP genes were located on duplicated genomic segments on 12 LGs of the sesame genome, and most of them were localized on two different linkage groups (S3 Table). These results indicate that segmental genome duplication events have contributed predominantly to the expansion of the bZIP gene family in sesame.

thumbnail
Fig 1. Distribution of SibZIP genes on sesame linkage groups.

The 61 SibZIP genes were mapped onto 14 linkage groups (LGs) in the sesame genome. The LG number was labeled on the top of each LG. The scales were indicated the LG size of 5 Mb.

https://doi.org/10.1371/journal.pone.0200850.g001

Phylogenetic relationship of sesame and Arabidopsis bZIPs

In Arabidopsis, 75 AtbZIP sequences are clustered into 10 groups (A-I, and S) according to the sequence similarity. In order to understand the phylogenetic relationship of the bZIP TF family between sesame and Arabidopsis, an unrooted NJ tree was constructed based on protein sequences of 63 SibZIPs and 75 AtbZIPs. As shown in Fig 2, 138 bZIPs from sesame and Arabidopsis were divided into nine groups (A, B, C, D, F, G, H, I and S) and the groups were named following Arabidopsis classification. However, the group E AtbZIPs including AtbZIP34 and AtbZIP61, were clustered within the group I, which might be due to the high sequence similarity of bZIP domain between these two groups [4]. So, we integrated these two groups and designated as group I in this study. Therefore, the group I is the largest group including 15 members of SibZIP family. The group S contains 13 members. The groups D and A contain ten and nine members, respectively. In contrast, the groups B and H are the smallest clusters, each having two SibZIPs. According to the functional characterization of the bZIP subgroups in Arabidopsis [4], phylogeny-based functional prediction was performed for corresponding subgroups of bZIP in sesame (S4 Table).

thumbnail
Fig 2. Phylogenetic tree of bZIP proteins from sesame and Arabidopsis.

The unrooted phylogenetic tree was created based on the protein sequences of 138 bZIPs from sesame and Arabidopsis by MEGA5.05 using the neighbor-joining method with 1000 bootstrap replicates. The blue rhombus and red dots represent bZIPs in Arabidopsis and sesame, respectively.

https://doi.org/10.1371/journal.pone.0200850.g002

Gene structure and conserved motifs analyses of sesame bZIPs

To better understand the structural features of SibZIP genes, we analyzed the exon/intron organization of SibZIPs using Gene Structure Display Server 2.0. The result showed that the number of introns varied from 0 to 11 in SibZIP genes. As shown in Fig 3B, 17 SibZIP genes belonging to the group S and F are intronless. Groups A, B, C, H, and I have 1–6 introns, whereas, the SibZIP genes of the groups D and G contain the largest number of introns (7–11 introns). To obtain insight into the diversification of SibZIP proteins, conserved motifs were predicted using the MEME program. A total of 20 conserved motifs were predicted in SibZIPs, and the distribution of each motif was shown in Fig 3C. It can be observed that SibZIPs within the same group displayed similar motif compositions, which further supported the group classification. For instance, all members of the group A share motif 1, 7 and 9; group B possesses motifs 1, 7, 13 and 16; groups C and S contain motif 1 and 6; group G harbors motifs 1, 7, and 16. The details of the sequence logo of each motif were presented in S2 Fig. However, the biological function of most of these motifs is unknown. Motif 1, which is widely present in all the SibZIP TFs, was annotated as bZIP domain. In addition, motif 7 is found in six groups, and motif 6 is present in two groups. In contrast, most of the conserved motifs appeared in specific groups. For example, motif 2 and 3 were annotated as transcription factor TGA like domain, and exclusively present in group D SibZIPs along with motif 5 and 15. Besides, motif 12 is present in four members of group A, and motifs 13 only appeared in group B. These group-specific motifs may imply diverse functions of the bZIP family in sesame.

thumbnail
Fig 3. Phylogenetic relationship, gene structure, and motif composition of SibZIPs.

(A) The neighbor-joining phylogenetic tree was produced by MEGA 5.05 using the neighbor-joining method with 1000 bootstrap replicates. (B) Intron/exon structures of SibZIP genes. The green boxes and solid lines denote exons and introns, respectively. (C) Schematic represent the conserved motifs of the SibZIPs identified by MEME. Each motif is indicated by a colored box numbered at the bottom. The details of individual motif were shown in S2 Fig.

https://doi.org/10.1371/journal.pone.0200850.g003

Expression profiles of SibZIP genes in different tissues

To get insights into the transcriptional patterns and possible roles of SibZIP genes in sesame growth and development, transcriptome data of SibZIPs in six tissues/organs (root, stem, flower, leaf, capsule and seed) were obtained from Sesame Functional Genomics Database (SesameFG, http://www.ncgr.ac.cn/SesameFG) [48]. Then, heatmap generated based on the RPKM values of each SibZIP gene was shown in Fig 4A. All 63 SibZIP genes displayed very diverse expression in all tissues, in which 50.79%, 49.21%, 50.79%, 42.86%, 39.68%, and 47.62% SibZIP genes showed high transcriptional abundance (RPKM value > 10) in root, stem, flower, leaf, capsule and seed, respectively (Fig 4B). Further, 13 SibZIP genes (SibZIP08, 10, 11, 17, 25, 30, 33, 38, 43, 45, 46, 50 and 52) were highly expressed (RPKM value > 10) in all tissues (Fig 4C and 4D). In contrast, SibZIP15, 16, 22, 23, 36, 39, 42, 61 and 63 were expressed at relatively low level (RPKM value < 5). Several SibZIP genes exhibited significant differences in their expression levels among different tissues. For example, SibZIP14 and SibZIP49 showed relatively low expression in stem, flower, leaf, capsule and seed, but high expression in root. SibZIP26 and SibZIP55 had high transcript abundance in seed, whereas low in other tissues. SibZIP58 and SibZIP60 exhibited high expression levels in stem and flower, but relatively low expression levels in root, leaf, and seed.

thumbnail
Fig 4. Expression profiles of the SibZIP genes in different tissues.

(A) RNA-seq data of six tissues (root, stem, flower, leaf, capsule and seed) was used to analyze expression pattern. The heatmap was constructed using MultiExperiment Viewer with the log10-transformed RPKM values of each gene. The expression level was shown in color as the scale. (B) The number of SibZIP genes showed high transcriptional abundance (RPKM value > 10) in each tissue. (C) Venn diagram showing the number of overlapping SibZIPs that are highly expressed (RPKM value > 10) in different tissues. (D) Number of SibZIP genes exhibited high expression levels (RPKM value > 10): specific (1) or shared by 2, 3 … tissues.

https://doi.org/10.1371/journal.pone.0200850.g004

Expression profiles of SibZIP genes under drought and waterlogging stresses

Using RNA-seq data previously developed by our group [49, 50], expression patterns of SibZIP genes in response to drought and waterlogging stresses were investigated in the root of sesame varieties with contrasting tolerance levels. Heatmap representing fold change of SibZIP genes under drought stresses showed that most of the SibZIP genes have similar expression pattern between drought-tolerant variety (DT, cv.ZZM0635) and drought-sensitive variety (DS, cv. ZZM4782)(Fig 5). For example, ten SibZIPs (SibZIP05, 15, 16, 17, 20, 24, 32, 44, 56 and 62) were up-regulated, whereas 12 SibZIPs (SibZIP03, 04, 13, 22, 23, 26, 30, 35, 36, 41, 47 and 58) were down-regulated, by drought stress in both genotypes. However, some SibZIP genes showed different expression pattern between DS and DT varieties and may be good candidates for drought tolerance improvement in sesame. For instance, SibZIP02 was up-regulated in DT plants throughout the drought stress treatment, but was not significantly affected in the DS variety.

thumbnail
Fig 5. Expression profiles of SibZIP genes under drought stress.

The heatmap was created by MultiExperiment Viewer based on the log2-transformed values of the relative expression levels of the SibZIP genes under drought stress in drought-sensitive cultivar (DS, ZZM4782) and drought-tolerant cultivar (DT, ZZM0635). Changes in gene expression are shown in color as the scale.

https://doi.org/10.1371/journal.pone.0200850.g005

Concerning the waterlogging stress, 7.9% and 22.2% SibZIP genes were up-regulated and down-regulated, respectively, in waterlogging-sensitive variety (WS, cv.ZZM0563) in at least two time points (Fig 6). Similarly, 7.9% and 15.9% SibZIP genes were up-regulated and down-regulated, respectively, in waterlogging-tolerant variety (WT, cv. Zhongzhi No.13). Among these genes, three SibZIPs (SibZIP04, 61 and 62) were up-regulated, whereas nine SibZIPs (SibZIP02, 06, 07, 16, 24, 42, 48, 49 and 53) were down-regulated, under waterlogging stress in both genotypes. In addition, some SibZIP genes, such as SibZIP36 and SibZIP54, showed contrasting expression patterns between WS and WT varieties. Noteworthy, SibZIP23, SibZIP26 and SibZIP41 were especially up-regulated at 3h after waterlogging stress, suggesting their possible crucial roles in early response of waterlogging stress in sesame.

thumbnail
Fig 6. Expression profiles of SibZIP genes under waterlogging stress.

The heatmap was created by MultiExperiment Viewer based on the log2-transformed values of the relative expression levels of the SibZIP genes under waterlogging stress in waterlogging-tolerant cultivar (WT, Zhongzhi No.13) and waterlogging-sensitive cultivar (WS, ZZM0563). Changes in gene expression are shown in color as the scale.

https://doi.org/10.1371/journal.pone.0200850.g006

Expression profiles of SibZIP genes exposure to various stresses

To further uncover the possible implication of SibZIP genes in response to other abiotic stresses, 28 SibZIPs (including all members of group A, and one or two members of other groups) were selected to analyze their expression patterns under osmotic, salinity and cold stresses by qPCR. Expression of SibZIP55, one of the group-A SibZIP genes, was not detected in all samples probably due to its extremely low expression level in the tested tissue. A heatmap representation of expression changes in response to the three stresses is shown in Fig 7. Under osmotic stress, SibZIP07, 16 and 44 were significantly up-regulated (fold change>2, P < 0.01) at 2 h, while SibZIP04 and SibZIP19 were specifically induced at 12 h. In contrast, SibZIP35 and 53 were down-regulated (fold change<0.5, P < 0.01) at all of the time points, and SibZIP02, 17, 25, 29, 38, 54 were repressed at one or two time points after osmotic stress treatment. Under salt treatment, eight SibZIP genes (including SibZIP07, 08, 17, 19, 21, 33, 44, and 57) were significantly up-regulated (fold change > 2, P < 0.01) at two or three time points, whereas five SibZIP genes (SibZIP10, 16, 31, 35, and 38) were significantly down-regulated (fold change <0.5, P < 0.01) at 6 h and 12 h. Besides, SibZIP01 and SibZIP28 were specifically induced at 2 h, while SibZIP02, 04 and 48 were specifically induced at 12 h. Under cold treatment, almost all of the selected SibZIP genes tend to be down-regulated, and the expression of three SibZIP genes (SibZIP08, 16, and 31) was significantly repressed during the whole treatment period. However, SibZIP35 and 57 were significantly up-regulated (fold change > 2, P < 0.01) at 12 h under cold stress. Taken together, we found that the expression patterns of several SibZIP genes are similar among different abiotic stresses (Fig 7). SibZIP07, 19, 33 and 44 were up-regulated under osmotic and salt treatments. These results suggested that these genes might play a vital role in response to multiple abiotic stresses in sesame.

thumbnail
Fig 7. Expression profiles of SibZIP genes under various abiotic stresses.

Two-week-old seedlings were subjected to osmotic (15% PEG 6000), salt (150 mM NaCl), and cold (4°C) stresses. The heatmap was constructed by MultiExperiment Viewer based on the log2-transformed values (mean of three replicates) of the relative expression levels of the SibZIP genes under various abiotic stresses. Changes in gene expression are shown in color as the scale. Original data was shown in S3 Fig.

https://doi.org/10.1371/journal.pone.0200850.g007

Stress-related cis-elements in SibZIP promoters

To identify putative stress-responsive cis-elements in the promoter regions of the SibZIP genes, 1kb upstream promoter sequences of the SibZIP genes were investigated using the PlantCARE database [55]. The promoters of all SibZIP members contain one or more stress-related cis-elements, such as DRE (dehydration-responsive element), MBS (MYB binding site involved in drought-inducibility), HSE (heat shock element), LTR (low temperature-responsive element), TC-rich repeats (defense and stress-responsive element), and ABRE (ABA response element) (S5 Table). Among 63 SibZIP genes, 36, 34, and 34 genes have MBSs, TC-rich repeats, and HSEs, respectively. Moreover, 29 SibZIP genes have more than four stress-responsive cis-elements, and 25 SibZIP genes have more than three types of cis-elements. SibZIP33 contains three MBS elements and may be related to drought tolerance. Similarly, SibZIP62 contains three HSEs, suggesting its possible function in thermal response. Furthermore, SibZIP24, SibZIP33, SibZIP56, and SibZIP61 harbor various stress-related cis-elements, indicating these SibZIPs may be involved in response to multiple abiotic stresses.

Analysis of SibZIP proteins interaction network

The possible interaction network of sesame bZIPs based on their homology to Arabidopsis proteins was constructed, to identify the putative function and interaction relationship between SibZIPs and other sesame proteins. By applying STRING database, networks of Arabidopsis bZIPs were constructed with high confidence (score > 0.9), involving 24 bZIPs and 10 other interactive proteins, including protein phosphatase 2C, serine/threonine-protein kinase, and E3 ubiquitin ligase (Fig 8; S6 Table). Subsequently, the homologs of these proteins involved in the interaction network were identified from sesame with reciprocal best BLASTP analysis (Fig 8; S7 Table). The largest network contains eight bZIP proteins from the group A, which was associated with ABI1, ABI2, OST1, SnRK2.2, SnRK2.3 and PYL1, participating in the ABA signal pathway. Seven members of the group D interacted with NPR1, and are involved in plant defense responses. Besides, bZIP members from the groups B, C, H, and S are also involved in different interaction networks. These results offer key clues to further investigate the function of SibZIPs based on experimentally validated protein-protein interactions.

thumbnail
Fig 8. Interaction network analyses of bZIPs in Arabidopsis and sesame.

Interaction network of Arabidopsis bZIPs were constructed using STRING database (https://string-db.org/) with high confidence (score > 0.9). The homologs of these interactive proteins in sesame were identified with reciprocal best BLASTP analysis. Genes marked in black show bZIPs and their interactors in Arabidopsis. Genes marked in red show bZIPs in sesame. Genes marked in green show the interactors of bZIPs in sesame.

https://doi.org/10.1371/journal.pone.0200850.g008

Discussion

Sesame is an important oil crop due to its high oil, antioxidant, and protein content. Compared with other important crops, research on sesame has developed slowly, especially regarding the genetic improvement for tolerance to abiotic stresses such as waterlogging and drought [40]. Environmental stresses occurring at the vegetative and/or reproduction stage not only decrease the yield of sesame, but also affect the quality of sesame seed [42, 56]. The bZIP gene family, one of the largest transcription factor families in plants, has been reported to be involved in various biological processes, including the regulation of plant growth, development, as well as responses to abiotic and biotic stresses [4]. Recently, the genome of sesame has been sequenced [57], and this platform provides an opportunity for comprehensive analysis of sesame bZIP transcription factors from whole genome view. In total, 63 bZIP genes were identified in sesame. The bZIP genes have been identified in several plant genomes, including Arabidopsis [4], rice [5], maize [11], soybean [12], tomato [15], grapevine [16], Brachypodium distachyon [17], and Brassica napus [18]. Compared with these plant species, sesame contains the fewest bZIP genes except grapevine. Gene family expansion in plants through whole genome duplication or tandem duplications has played a major role in the evolution of functional diversity [58]. We identified 21 pairs of segmental duplicated genes, representing 66.7% of the SibZIPs. However, no pair of the SibZIP genes was identified to be arranged in tandem. Thus, we conclude that segmental duplications have played predominantly roles in the expansion of the SibZIP gene family, which is in agreement with previous studies in rice and grapevine [5, 16]. It has been reported that sesame has experienced a whole genome duplication event approximately 71 million years ago [57], which provides the opportunity for subsequent functional divergence of duplicated gene pairs. We found that some segmental duplicated SibZIP gene pairs, such as SibZIP04/SibZIP13 and SibZIP36/SibZIP38, have different expression patterns in various organs and/or abiotic stress responses, suggesting these gene pairs have undergone functional divergence during long-term evolution.

Phylogenetic analysis show that the sesame bZIPs could be separated into 9 groups, according to the classification of bZIPs in Arabidopsis [4]. Except that group E bZIPs is clustered into group I in sesame duo to highly similarity of zipper motif of these two groups [4]. The phylogenetic analysis was also supported by the conserved motif and gene structure analyses. Generally, bZIPs within the same group shared similar motif architecture and tend to perform the same biological functions. For example, AtHY5 from Arabidopsis and OsbZIP48 from rice, which belong to the group H bZIPs, play a central role in regulating photomorphogenesis in dicot and monocot system, respectively [59]. Since none of the bZIP transcription factors has been functional characterization in sesame, we performed the phylogeny-based functional prediction of SibZIPs based on the functional characterization of corresponding bZIP subgroups in Arabidopsis (S4 Table). Moreover, the potential interaction networks of SibZIPs were constructed, which may provide key evidence for functional predictions of SibZIPs. In Arabidopsis, ABA receptors (PYR/PYL/RCAR), protein phosphatases (PP2C), protein kinases (SnRK2) and transcriptional regulators (group-A bZIP, AREB/ABFs) were confirmed as crucial components of ABA signaling [27]. Based on the interaction networks of SibZIPs, the group-A bZIPs of sesame (SibZIP17, SibZIP29 and SibZIP55), which may be triggered by SiSnRK (SIN_1003687), probably function in ABA signaling as well as regulation of stress responses and seed development. SibZIP07, SibZIP21 and SibZIP49 were clustered with Arabidopsis TGAs in the group D. They are predicted to interact with SiNPR1 (SIN_1007630) and may be involved in plant defense responses by activating the expression of SA-responsive genes [60]. Two group-F SibZIPs, SibZIP46 and SibZIP54, showing high similarity to AtbZIP19 and AtbZIP23 in Arabidopsis, were predicted to regulate the adaptation to zinc deficiency [61].

The bZIP gene family is described as involved in growth and development processes of plants, including flower development and seed maturation [4, 19]. For instance, AtbZIP29, which is specifically expressed in proliferative tissues, participates in leaf and root development by regulating the expression of genes involved in cell cycle and cell wall organization [62]. We analyzed the expression profiles of SibZIP genes in six different tissues of sesame, including root, stem, flower, leaf, capsule and seed. Although most of SibZIP genes were broadly expressed in all tested tissues, some SibZIP genes showed significant variation in their expression between different tissues, which is consistent with previous studies in rice, maize and grapevine [5, 11, 16]. Tissue-specific expressed genes including SibZIP26 and SibZIP55 in seed, SibZIP14 and SibZIP49 in root, may play key roles in specific tissue/organ development. In Arabidopsis, ABI5 is necessary for seed development, germination, and seedling growth [4, 63]. The gene SibZIP55, which is specially expressed in seed, is the homolog of the gene ABI5 in Arabidopsis, suggesting its role in seed development in sesame.

Increasing evidences demonstrated that bZIP TFs have an essential function in plant abiotic stress resistance. Group-A bZIPs have been extensively examined and are reported to play significant functions in various abiotic stresses by mediating ABA signaling in Arabidopsis [4, 21]. A number of studies also have evaluated the function of group-A bZIP TFs in abiotic stress resistance of crop plants [22, 30]. For example, overexpression of exogenous and endogenous AREB/ABF orthologs in cotton substantially increases drought tolerance through stomatal regulation [64]. In this study, the expression level of all SibZIP genes under drought and waterlogging stresses were analyzed based on transcriptome data. Moreover, group-A SibZIPs and other SibZIPs from different groups were further tested under cold, osmotic and salinity stresses by qPCR. The cis-elements and expression pattern analysis of SibZIP genes indicated that SibZIPs are widely involved in responses to abiotic stresses, which is consistent with the results observed in other plants such as soybean, grapevine, and rice [5, 12, 16]. In total, over 80% SibZIP genes showed significantly transcriptional changes (> 2-fold change) after abiotic stress treatments at least one time point. Most of the group-A bZIPs in sesame were responsive to at least one abiotic stress condition. Notably, the expression of SibZIP17, homolog of Arabidopsis ABF gene, was up-regulated by drought and salinity stresses. In addition, SibZIP44 containing one MBS and one ABRE, was induced by drought and waterlogging stresses. Group-D bZIPs, such as TGA1 and TGA4, not only involved in defense response to pathogens, but also identified as important regulatory factors of the nitrate response in Arabidopsis [65]. Moreover, overexpression of AtTGA4 improved drought resistance and reduced nitrogen starvation in Arabidopsis [66]. The expression of group-D genes SibZIP07 and SibZIP20 were up-regulated by drought stress, consistent with the presence of MBSs and TC-rich repeats in their promoters. These results suggested their possible roles in regulating drought and low nitrogen stresses in sesame. The group-S bZIPs are transcriptionally activated after stress treatment and regulate carbon and nitrogen metabolism [4, 24, 36]. The up-regulation of four group-S SibZIPs (SibZIP04, 30, 38 and 62) in response to waterlogging stress suggested that they might play important roles in the metabolic reprogramming during waterlogging stress.

Conclusions

In conclusion, we identified 63 bZIP genes from sesame and investigated their phylogenetic classification, conserved protein motif, and gene structure. Transcriptomic analysis revealed the constitutively or tissue-specific expressed SibZIP genes. Expression profiles of SibZIP genes under various abiotic stress treatments and protein interactional network analyses indicated that they are involved in abiotic stress signaling. Meanwhile, some important candidates for improving sesame resistance to multiple stresses were identified. Together, these data provide useful information for further functional characterization of SibZIP genes and extending our knowledge of SibZIPs-mediated abiotic stress response in sesame.

Supporting information

S1 Fig. Segmentally duplicated SibZIPs on sesame linkage groups.

Grey lines indicated collinear blocks in whole sesame genome, and red lines indicated duplicated SibZIP gene pairs.

https://doi.org/10.1371/journal.pone.0200850.s001

(TIF)

S2 Fig. Sequence logos for conserved motifs identified in SibZIPs by MEME analysis.

https://doi.org/10.1371/journal.pone.0200850.s002

(TIF)

S3 Fig. Expression profiles of SibZIP genes under osmotic, salt and cold.

Two-week-old seedlings were subjected to osmotic (15% PEG 6000), salt (150 mM NaCl), and cold (4°C) stresses. Relative expression levels of SibZIP genes were analyzed by qPCR, using sesame SiH3.3 gene as the internal control. Error bars indicate standard deviations (SD) based on three replicates. *P < 0.05; **P < 0.01, t test.

https://doi.org/10.1371/journal.pone.0200850.s003

(TIF)

S1 Table. List of primers used for quantitative real-time RT-PCR analysis.

https://doi.org/10.1371/journal.pone.0200850.s004

(XLSX)

S2 Table. Characteristics of bZIP transcription factors in sesame.

https://doi.org/10.1371/journal.pone.0200850.s005

(XLSX)

S3 Table. Segmental duplicated bZIP gene pairs within sesame genome.

https://doi.org/10.1371/journal.pone.0200850.s006

(XLSX)

S4 Table. Phylogeny-based functional prediction of SibZIP genes based on Arabidopsis functional groups.

https://doi.org/10.1371/journal.pone.0200850.s007

(XLSX)

S5 Table. Numbers of known stress-related cis-elements in the promoter regions of SibZIP genes.

https://doi.org/10.1371/journal.pone.0200850.s008

(XLSX)

S6 Table. The protein interaction relationship in the bZIP-mediated interaction network in Arabidopsis.

https://doi.org/10.1371/journal.pone.0200850.s009

(XLSX)

S7 Table. The homologous genes in sesame from the interaction network.

https://doi.org/10.1371/journal.pone.0200850.s010

(XLSX)

Acknowledgments

This work was supported by China Agriculture Research System (CARS-14), the Agricultural Science and Technology Innovation Project of Chinese Academy of Agricultural Sciences (CAAS-ASTIP-2013-OCRI), National Infrastructure for Crop Germplasm Resources (NICGR2017-014) and Central Public-interest Scientific Institution Basal Research Fund (1610172018007).

References

  1. 1. Xiong L, Schumaker KS, Zhu JK. Cell signaling during cold, drought, and salt stress. Plant Cell, 2002, 14 Suppl: S165–183
  2. 2. Fukao T, Xiong L. Genetic mechanisms conferring adaptation to submergence and drought in rice: simple or complex? Curr Opin Plant Biol, 2013, 16: 196–204 pmid:23453780
  3. 3. Hirayama T, Shinozaki K. Research on plant abiotic stress responses in the post-genome era: past, present and future. Plant J, 2010, 61: 1041–1052 pmid:20409277
  4. 4. Jakoby M, Weisshaar B, Droge-Laser W, Vicente-Carbajosa J, Tiedemann J, Kroj T, et al. bZIP transcription factors in Arabidopsis. Trends Plant Sci, 2002, 7: 106–111 pmid:11906833
  5. 5. Nijhawan A, Jain M, Tyagi AK, Khurana JP. Genomic survey and gene expression analysis of the basic leucine zipper transcription factor family in rice. Plant Physiol, 2008, 146: 333 pmid:18065552
  6. 6. Glover JN, Harrison SC. Crystal structure of the heterodimeric bZIP transcription factor c-Fos-c-Jun bound to DNA. Nature, 1995, 373: 257–261 pmid:7816143
  7. 7. Foster R, Izawa T, Chua N. Plant bZIP proteins gather at ACGT elements. FASEB J, 1994, 8: 192 pmid:8119490
  8. 8. Siberil Y, Doireau P, Gantet P. Plant bZIP G-box binding factors. Modular structure and activation mechanisms. Eur J Biochem, 2001, 268: 5655–5666 pmid:11722549
  9. 9. Liao Y, Zou HF, Wei W, Hao YJ, Tian AG, Huang J, et al. Soybean GmbZIP44, GmbZIP62 and GmbZIP78 genes function as negative regulator of ABA signaling and confer salt and freezing tolerance in transgenic Arabidopsis. Planta, 2008, 228: 225–240 pmid:18365246
  10. 10. Vinson C, Myakishev M, Acharya A, Mir AA, Moll JR, Bonovich M. Classification of human B-ZIP proteins based on dimerization properties. Mol Cell Biol, 2002, 22: 6321–6335 pmid:12192032
  11. 11. Wei K, Chen J, Wang Y, Chen Y, Chen S, Lin Y, et al. Genome-wide analysis of bZIP-encoding genes in maize. DNA Res, 2012, 19: 463–476 pmid:23103471
  12. 12. Zhang M, Liu Y, Shi H, Guo M, Chai M, He Q, et al. Evolutionary and expression analyses of soybean basic Leucine zipper transcription factor family. BMC Genomics, 2018, 19: 159 pmid:29471787
  13. 13. Pourabed E, Ghane Golmohamadi F, Soleymani Monfared P, Razavi SM, Shobbar ZS. Basic leucine zipper family in barley: genome-wide characterization of members and expression analysis. Mol Biotechnol, 2015, 57: 12–26 pmid:25173685
  14. 14. Wang J, Zhou J, Zhang B, Vanitha J, Ramachandran S, Jiang SY. Genome-wide expansion and expression divergence of the basic leucine zipper transcription factors in higher plants with an emphasis on sorghum. J Integr Plant Biol, 2011, 53: 212–231 pmid:21205183
  15. 15. Li D, Fu F, Zhang H, Song F. Genome-wide systematic characterization of the bZIP transcriptional factor family in tomato (Solanum lycopersicum L.). BMC Genomics, 2015, 16: 771 pmid:26459863
  16. 16. Liu J, Chen N, Chen F, Cai B, Santo SD, Tornielli GB, et al. Genome-wide analysis and expression profile of the bZIP transcription factor gene family in grapevine (Vitis vinifera). BMC Genomics, 2014, 15: 281 pmid:24725365
  17. 17. Liu X, Chu Z. Genome-wide evolutionary characterization and analysis of bZIP transcription factors and their expression profiles in response to multiple abiotic stresses in Brachypodium distachyon. BMC Genomics, 2015, 16: 227 pmid:25887221
  18. 18. Zhou Y, Xu D, Jia L, Huang X, Ma G, Wang S, et al. Genome-wide identification and structural analysis of bZIP transcription factor genes in Brassica napus. Genes (Basel), 2017, 8: 288
  19. 19. Abe M, Kobayashi Y, Yamamoto S, Daimon Y, Yamaguchi A, Ikeda Y, et al. FD, a bZIP protein mediating signals from the floral pathway integrator FT at the shoot apex. Science, 2005, 309: 1052–1056 pmid:16099979
  20. 20. Alonso R, Onate-Sanchez L, Weltmeier F, Ehlert A, Diaz I, Dietrich K, et al. A pivotal role of the basic leucine zipper transcription factor bZIP53 in the regulation of Arabidopsis seed maturation gene expression based on heterodimerization and protein complex formation. Plant Cell, 2009, 21: 1747–1761 pmid:19531597
  21. 21. Kang JY, Choi HI, Im MY, Kim SY. Arabidopsis basic leucine zipper proteins that mediate stress-responsive abscisic acid signaling. Plant Cell, 2002, 14: 343–357 pmid:11884679
  22. 22. Xiang Y, Tang N, Du H, Ye H, Xiong L. Characterization of OsbZIP23 as a key player of the basic leucine zipper transcription factor family for conferring abscisic acid sensitivity and salinity and drought tolerance in rice. Plant Physiol, 2008, 148: 1938–1952 pmid:18931143
  23. 23. Tamura K, Peterson D, Peterson N, Stecher G, Nei M, Kumar S. MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Mol Biol Evol, 2011, 28: 2731–2739 pmid:21546353
  24. 24. Hartmann L, Pedrotti L, Weiste C, Fekete A, Schierstaedt J, Gottler J, et al. Crosstalk between two bZIP signaling pathways orchestrates salt-induced metabolic reprogramming in Arabidopsis roots. Plant Cell, 2015, 27: 2244–2260 pmid:26276836
  25. 25. Gao H, Brandizzi F, Benning C, Larkin RM. A membrane-tethered transcription factor defines a branch of the heat stress response in Arabidopsis thaliana. Proc Natl Acad Sci U S A, 2008, 105: 16398–16403 pmid:18849477
  26. 26. Cutler SR, Rodriguez PL, Finkelstein RR, Abrams SR. Abscisic acid: emergence of a core signaling network. Annu Rev Plant Biol, 2010, 61: 651–679 pmid:20192755
  27. 27. Umezawa T, Nakashima K, Miyakawa T, Kuromori T, Tanokura M, Shinozaki K, et al. Molecular basis of the core regulatory network in ABA responses: sensing, signaling and transport. Plant Cell Physiol, 2010, 51: 1821–1839 pmid:20980270
  28. 28. Yoshida T, Fujita Y, Sayama H, Kidokoro S, Maruyama K, Mizoi J, et al. AREB1, AREB2, and ABF3 are master transcription factors that cooperatively regulate ABRE-dependent ABA signaling involved in drought stress tolerance and require ABA for full activation. Plant J, 2010, 61: 672–685 pmid:19947981
  29. 29. Yoshida T, Fujita Y, Maruyama K, Mogami J, Todaka D, Shinozaki K, et al. Four Arabidopsis AREB/ABF transcription factors function predominantly in gene expression downstream of SnRK2 kinases in abscisic acid signalling in response to osmotic stress. Plant Cell Environ, 2015, 38: 35–49 pmid:24738645
  30. 30. Tang N, Zhang H, Li X, Xiao J, Xiong L. Constitutive activation of transcription factor OsbZIP46 improves drought tolerance in rice. Plant Physiol, 2012, 158: 1755–1768 pmid:22301130
  31. 31. Howell SH. Endoplasmic reticulum stress responses in plants. Annu Rev Plant Biol, 2013, 64: 477–499 pmid:23330794
  32. 32. Liu JX, Srivastava R, Che P, Howell SH. Salt stress responses in Arabidopsis utilize a signal transduction pathway related to endoplasmic reticulum stress signaling. Plant J, 2007, 51: 897–909 pmid:17662035
  33. 33. Liu JX, Srivastava R, Howell SH. Stress-induced expression of an activated form of AtbZIP17 provides protection from salt stress in Arabidopsis. Plant Cell Environ, 2008, 31: 1735–1743 pmid:18721266
  34. 34. Ehlert A, Weltmeier F, Wang X, Mayer CS, Smeekens S, Vicente-Carbajosa J, et al. Two-hybrid protein-protein interaction analysis in Arabidopsis protoplasts: establishment of a heterodimerization map of group C and group S bZIP transcription factors. Plant J, 2006, 46: 890–900 pmid:16709202
  35. 35. Weltmeier F, Ehlert A, Mayer CS, Dietrich K, Wang X, Schutze K, et al. Combinatorial control of Arabidopsis proline dehydrogenase transcription by specific heterodimerisation of bZIP transcription factors. EMBO J, 2006, 25: 3133–3143 pmid:16810321
  36. 36. Dietrich K, Weltmeier F, Ehlert A, Weiste C, Stahl M, Harter K, et al. Heterodimers of the Arabidopsis transcription factors bZIP1 and bZIP53 reprogram amino acid metabolism during low energy stress. Plant Cell, 2011, 23: 381–395 pmid:21278122
  37. 37. Mair A, Pedrotti L, Wurzinger B, Anrather D, Simeunovic A, Weiste C, et al. SnRK1-triggered switch of bZIP63 dimerization mediates the low-energy response in plants. Elife, 2015, 4: e05828
  38. 38. Pedrotti L, Weiste C, Nagele T, Wolf E, Lorenzin F, Dietrich K, et al. Snf1-RELATED KINASE1-controlled C/S1-bZIP signaling activates alternative mitochondrial metabolic pathways to ensure plant survival in extended darkness. Plant Cell, 2018, 30: 495–509 pmid:29348240
  39. 39. Makinde FM, Akinoso R. Comparison between the nutritional quality of flour obtained from raw, roasted and fermented sesame (Sesamum indicum L.) seed grown in Nigeria. Acta Sci Pol Technol Aliment, 2014, 13: 309–319 pmid:24887946
  40. 40. Dossa K, Diouf D, Wang L, Wei X, Zhang Y, Niang M, et al. The emerging oilseed crop Sesamum indicum enters the "omics" era. Front Plant Sci, 2017, 8: 1154 pmid:28713412
  41. 41. Wei W, Li D, Wang L, Ding X, Zhang Y, Gao Y, et al. Morpho-anatomical and physiological responses to waterlogging of sesame (Sesamum indicum L.). Plant Sci, 2013, 208: 102–111 pmid:23683935
  42. 42. Hassanzadeh M, Asghari A, Jamaati-e-Somarin S, Saeidi M, Zabihi-e-Mahmoodabad R, Hokmalipour S. Effects of water deficit on drought tolerance indices of sesame (Sesamum indicum L.) genotypes in Moghan Region. Res J Environ Sci, 2009, 3: 116–121
  43. 43. Wang L, Yu J, Li D, Zhang X. Sinbase: an integrated database to study genomics, genetics and comparative genomics in Sesamum indicum. Plant Cell Physiol, 2015, 56: e2 pmid:25480115
  44. 44. Thompson JD, Gibson TJ, Plewniak F, Jeanmougin F, Higgins DG. The CLUSTAL_X windows interface: flexible strategies for multiple sequence alignment aided by quality analysis tools. Nucleic Acids Res, 1997, 25: 4876–4882 pmid:9396791
  45. 45. Wang Y, Tang H, Debarry JD, Tan X, Li J, Wang X, et al. MCScanX: a toolkit for detection and evolutionary analysis of gene synteny and collinearity. Nucleic Acids Res, 2012, 40: e49 pmid:22217600
  46. 46. Szklarczyk D, Morris JH, Cook H, Kuhn M, Wyder S, Simonovic M, et al. The STRING database in 2017: quality-controlled protein-protein association networks, made broadly accessible. Nucleic Acids Res, 2017, 45: D362–D368 pmid:27924014
  47. 47. Moreno-Hagelsieb G, Latimer K. Choosing BLAST options for better detection of orthologs as reciprocal best hits. Bioinformatics, 2008, 24: 319–324 pmid:18042555
  48. 48. Wei X, Gong H, Yu J, Liu P, Wang L, Zhang Y, et al. SesameFG: an integrated database for the functional genomics of sesame. Sci Rep, 2017, 7: 2342 pmid:28539606
  49. 49. Dossa K, Li D, Wang L, Zheng X, Liu A, Yu J, et al. Transcriptomic, biochemical and physio-anatomical investigations shed more light on responses to drought stress in two contrasting sesame genotypes. Sci Rep, 2017, 7: 8755 pmid:28821876
  50. 50. Wang L, Li D, Zhang Y, Yuan G, Yu J, Xin W, et al. Tolerant and susceptible sesame genotypes reveal waterlogging stress response patterns. Plos One, 2016, 11: e0149912 pmid:26934874
  51. 51. Howe E, Holton K, Nair S, Schlauch D, Sinha R, Quackenbush J. MeV: MultiExperiment Viewer. In Ochs M, F., Casagrande J, T., Davuluri R, V. eds. Biomedical Informatics for Cancer Research, Springer US, 2010: 267–277
  52. 52. You J, Wang Y, Zhang Y, Dossa K, Li D, Zhou R, et al. Genome-wide identification and expression analyses of genes involved in raffinose accumulation in sesame. Sci Rep, 2018, 8: 4331 pmid:29531231
  53. 53. Wei L, Miao H, Zhao R, Han X, Zhang T, Zhang H. Identification and testing of reference genes for Sesame gene expression analysis by quantitative real-time PCR. Planta, 2013, 237: 873–889 pmid:23229061
  54. 54. Livak KJ, Schmittgen TD. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods, 2001, 25: 402–408 pmid:11846609
  55. 55. Lescot M, Dehais P, Thijs G, Marchal K, Moreau Y, Van de Peer Y, et al. PlantCARE, a database of plant cis-acting regulatory elements and a portal to tools for in silico analysis of promoter sequences. Nucleic Acids Res, 2002, 30: 325–327 pmid:11752327
  56. 56. Eskandari H, Zehtabsalmasi S, Ghassemigolezani K, Gharineh MH. Effects of water limitation on grain and oil yields of sesame cultivars. J Food Agric Environ, 2009, 7: 339–342
  57. 57. Wang L, Yu S, Tong C, Zhao Y, Liu Y, Song C, et al. Genome sequencing of the high oil crop sesame provides insight into oil biosynthesis. Genome Biol, 2014, 15: R39 pmid:24576357
  58. 58. Cannon SB, Mitra A, Baumgarten A, Young ND, May G. The roles of segmental and tandem gene duplication in the evolution of large gene families in Arabidopsis thaliana. BMC Plant Biol, 2004, 4: 10 pmid:15171794
  59. 59. Burman N, Bhatnagar A, Khurana JP. OsbZIP48, a HY5 transcription factor ortholog, exerts pleiotropic effects in light-regulated development. Plant Physiol, 2018, 176: 1262–1285 pmid:28775143
  60. 60. Alves MS, Dadalto SP, Goncalves AB, De Souza GB, Barros VA, Fietto LG. Plant bZIP transcription factors responsive to pathogens: a review. Int J Mol Sci, 2013, 14: 7815–7828 pmid:23574941
  61. 61. Assuncao AG, Herrero E, Lin YF, Huettel B, Talukdar S, Smaczniak C, et al. Arabidopsis thaliana transcription factors bZIP19 and bZIP23 regulate the adaptation to zinc deficiency. Proc Natl Acad Sci U S A, 2010, 107: 10296–10301 pmid:20479230
  62. 62. Van Leene J, Blomme J, Kulkarni SR, Cannoot B, De Winne N, Eeckhout D, et al. Functional characterization of the Arabidopsis transcription factor bZIP29 reveals its role in leaf and root development. J Exp Bot, 2016, 67: 5825–5840 pmid:27660483
  63. 63. Lopez-Molina L, Mongrand S, Chua NH. A postgermination developmental arrest checkpoint is mediated by abscisic acid and requires the ABI5 transcription factor in Arabidopsis. Proc Natl Acad Sci U S A, 2001, 98: 4782–4787 pmid:11287670
  64. 64. Kerr TC, Abdel-Mageed H, Aleman L, Lee J, Payton P, Cryer D, et al. Ectopic expression of two AREB/ABF orthologs increases drought tolerance in cotton (Gossypium hirsutum). Plant Cell Environ, 2017, pmid:28098349
  65. 65. Alvarez JM, Riveras E, Vidal EA, Gras DE, Contreras-Lopez O, Tamayo KP, et al. Systems approach identifies TGA1 and TGA4 transcription factors as important regulatory components of the nitrate response of Arabidopsis thaliana roots. Plant J, 2014, 80: 1–13 pmid:25039575
  66. 66. Zhong L, Chen D, Min D, Li W, Xu Z, Zhou Y, et al. AtTGA4, a bZIP transcription factor, confers drought resistance by enhancing nitrate transport and assimilation in Arabidopsis thaliana. Biochem Biophys Res Commun, 2015, 457: 433–439 pmid:25596127