- Research article
- Open Access
Bioinformatics and expression analysis of histone modification genes in grapevine predict their involvement in seed development, powdery mildew resistance, and hormonal signaling
BMC Plant Biology volume 20, Article number: 412 (2020)
Histone modification genes (HMs) play potential roles in plant growth and development via influencing gene expression and chromatin structure. However, limited information is available about HMs genes in grapes (Vitis vinifera L.).
Here, we described detailed genome-wide identification of HMs gene families in grapevine. We identified 117 HMs genes in grapevine and classified these genes into 11 subfamilies based on conserved domains and phylogenetic relationships with Arabidopsis. We described the genes in terms of their chromosomal locations and exon-intron distribution. Further, we investigated the evolutionary history, gene ontology (GO) analysis, and syntenic relationships between grapes and Arabidopsis. According to results 21% HMs genes are the result of duplication (tandem and segmental) events and all the duplicated genes have negative mode of selection. GO analysis predicted the presence of HMs proteins in cytoplasm, nucleus, and intracellular organelles. According to seed development expression profiling, many HMs grapevine genes were differentially expressed in seeded and seedless cultivars, suggesting their roles in seed development. Moreover, we checked the response of HMs genes against powdery mildew infection at different time points. Results have suggested the involvement of some genes in disease resistance regulation mechanism. Furthermore, the expression profiles of HMs genes were analyzed in response to different plant hormones (Abscisic acid, Jasmonic acid, Salicylic acid, and Ethylene) at different time points. All of the genes showed differential expression against one or more hormones.
VvHMs genes might have potential roles in grapevine including seed development, disease resistance, and hormonal signaling pathways. Our study provides first detailed genome-wide identification and expression profiling of HMs genes in grapevine.
There are several posttranscriptional modification systems and processes including methylation, acetylation, phosphorylation, ubiquitination, and sumoylation, which can influence gene expression . Histone modification and DNA methylation are very important because they regulate the pattern of gene expression by altering DNA availability and chromatin structure. These mechanisms are necessary in plant life cycle for the normal development and disease resistance . Acetylation, deacetylation, methylation, and demethylation are common histone modifications (HMs) processes. These HMs processes are mostly controlled by four different histone modification gene families, which include histone methyltransferases (HMTs), histone methylases (HDMs), histone acetylases (HATs), and histone deacetylases (HDACs) [3, 4].
These HMs gene families HMTs, HDMs, HATs, and HDACs contain 2, 2, 4, and 3 subfamilies, respectively. Each subfamily has specific domain or structure, thereby, plays different role in plant growth and development. Set domain group (SDG) and protein arginine methyltransferases (PRMTs) are subfamilies of HMTs, and contain set domain and Prma domain, respectively. The HDMs have HDMA (SWIRN and C-terminal domain) and JMJ (JmjC domain-containing proteins) subfamily. In Arabidopsis thaliana, SDG proteins have been divided into seven classes on the basis of sequence similarity with set domain. The classes are I), Enhancer of zesta, II) ASH1 homologs, III) Trx homologs and related proteins, IV) Proteins having SET and PHD domain, V), Su (var) homologs, VI) Proteins having interrupted SET domain (S-ET), and VII) Ribulose-1, 5-bisphosphate carboxylase/oxygenase (Rubisco) methyltransferase (RBCMT). Members of every class have specific structures and functions [5,6,7]. According to the sequence characterization and in silico analysis of data, HATs are divided into four subfamilies: (1) HAC have p300/CREB (cAMP responsive element-binding protein)-binding protein (CBP) family), (2) HAG contained the general control non repressible 5-related N-terminal acetyltransferase (GNAT) family, (3) HAF contained the TATA-binding protein-associated factor (TAFII250) family, and (4) HAM type had MOZ, Ybf2/Sas3, Sas2, and Tip60 (MYST) family. Furthermore, HDACs are divided into HDA (RPD3 (Reduced Potassium Dependence) /HDA1, SRT (Silent information regulator 2, SIR2), and HDT (HD2 ) family [8, 9].
Methylation is an important gene regulation mechanism, which can affect different processes and have potential roles in plant growth and development. Histone lysine methylation modifications are mainly catalyzed by different groups of histone methyltransferases (HMTs). Mostly, SDG genes play role in histone lysine methylation modifications. CURLY LEAF (CLF) and MEDEA (MEA) are the first recognized members of SDG [10, 11]. HMTs play multiple roles in plant life cycle such as cell cycle regulation, floral organ development, flowering transition, transcriptional activation and silencing, regulation of dormancy, fungal pathogens resistance, and influence on hormone signaling pathway genes during different (biotic & abiotic) stresses [12, 13]. For example, AtASHH2 methylated H3K4 was recognized as a positive regulator of gene expression. Some SDG genes play potential roles in heterochromatin formation and gene silencing . AtSDG5 has been reported for its involvement in embryo abortion and endosperm development. AtSDG2 influences gametophyte and sporophyte development . PRMT proteins also play different roles in plants such as AtPRMT4A and 4B collectively influenced flowering time in Arabidopsis. In Arabidopsis, mutations in PRMT5 resulted in dark green and curly leaves with stunted growth .
HATs and HDACs play critical roles in the regulation of gene expression in plant growth and plant response to different stresses. For example, AtHAM1 and AtHAM2 have role in male and female gamete formation . Silencing of AtHD2A expression resulted in aborted seed development . Furthermore, AtHDA7 and AtHD2B have role in embryo development and seed dormancy, respectively [18, 19]. Overexpression of OsglHAT1 increased grain weight and plant biomass by increasing cell number and rate of grain filling . Functional analysis of AtHDA15 and AtHDA19 have shown their involvement in phtomorphogenesis [21, 22]. In other studies, AtHDA19 has shown involvement in leaf and root development. These results suggest that HDA genes have varying roles in plants. AtHDA5 and AtHDA9 can regulate flowering time. Moreover, some genes such as OsHAC701, OsHAG703, AtHD2C, and OsHDT701 have been reported for temperature, salt, and abscisic acid (ABA) stress response [23,24,25,26]. AtHDA19 is involved in plant defense against fungal and bacterial diseases via influencing the expression of JA, SA, and ethylene signaling pathway genes. Finally, HATs and HDACs play potential roles in transcriptional regulation of many developmental processes via interacting with transcription factors and various chromatin-remodeling factors .
Different families of HMs genes have been identified in many plant species including, A. thaliana, Oryza sativa, Solanum lycopersicum, Malus domestica, Citrus sinensis, Fragaria vesca, Zea mays, and Brassica rapa. However, all four HMs gene families have been described only in A. thaliana, S. lycopersicum, M. domestica, and C. sinensis [18, 27,28,29,30,31,32]. Moreover, most of the functional studies have been carried out only in model plants e.g. Arabidopsis and rice. There is little information about the HMs genes number and functions in grapevine. The potential roles of HMs genes in different plants during different stages of plant growth and involvement in defense mechanism, justifies the need of comprehensive bioinformatics and expression analysis of HMs genes in grapevine. To the best of our knowledge this is the first comprehensive bioinformatic analysis of all four HMs gene families in grapevine. In this study, we performed identification of HMs genes in grapevine and then divided into different families on the basis of phylogenetic analysis with Arabidopsis. Moreover, carried out their exon-intron, evolutionary, synteny, and gene ontology (GO) analysis. We also analyzed the response of HMs genes against powdery mildew infection and under different hormone treatments, along with expression profiling during different stages of seed development in seeded and seedless cultivars. This study will increase understandings about grapevine HMs genes and will provide assistance for functional characterization of genes.
Identification of HMs genes in grapevine
To identify a complete list of HMs genes in the grapevine, Hidden Markov Model (HMM) profile of each gene family was downloaded from Pfam database (http://pfam.xfam.org/search#tabview=tab1) . These HMM profiles were used as query against three public databases: Grape Genome Database (http://www.genoscope.cns.fr), the National Centre for Biotechnology Information (http://www.ncbi.nlm.nih.gov/), and the Grapevine Genome CRIBI Biotech website (http://genomes.cribi.unipd.it/) by HMMER software to find full list of HMs proteins in grapevine . Moreover, for the identification of HDT family, Basic Local Alignment Search Tool (BLAST) was used because this family has no HMM profile in Pfam database . Previously, identified Arabidopsis and apple proteins annotated as HDT were taken and used as query for BlastP. Initially 148 HMs genes were identified. All non-redundant putative HMs genes were checked for conserved domains using SMART (http://smart.embl-heidelberg.de), and genes having incomplete domain or DUF (Domain of unknown function) were removed. In this way, 117 VvHMs genes were selected for final consideration.
Phylogenetic and exon- intron distribution analysis of HMs genes
The HMs protein sequences of Arabidopsis and grapes were used for phylogenetic analysis. MEGA 6.0 software was used to construct phylogenetic trees with the following parameters: ‘W’ approach for sequence alignments, the neighbor-joining (NJ) method, p-distance, complete deletion and 1000 bootstrap values . Different phylogenetic trees were generated for different subfamilies. For generation of phylogenetic trees among VvHMS genes of same group, we followed the previous trend. Phylogenetic trees were constructed only among members of three well studied subfamilies. The full genomic sequences and coding sequences of grapes were downloaded from Grape Genome Database (http://www.genoscope.cns.fr) and online Gene Structure Display Server 2.071 (http://gsds.cbi.pku.edu.cn/index.php) was used for exon-intron analysis.
Synteny analysis of grapevine and Arabidopsis genes
Two or more genes on the same chromosome within 200 kb were designated as tandemly duplicated . The list of synteny region pairs within grape genome and comparison of duplication events between grape and Arabidopsis were downloaded from Plant Genome Duplication Database (http://chibba.agtec.uga.edu/duplication/) . Circos version 0.63 (http://circos.ca/) with default parameters was used for generation of diagrams.
Estimation of Ka/Ks ratio for duplicated genes and Go analysis
An online software (http://services.cbu.uib.no/tools/kaks) was used for calculation of Non-synonymous substitution rate (Ka) and synonymous substitution rate (Ks) of duplicated genes. The Ka/Ks ratio was used for the estimation of selection pressure. The Ka/Ks value denotes three different situations of selection pressure i.e. neutral (equal to 1), positive (more than 1), and negative (less than 1) . GO enrichment analysis was performed using MetGenMAP with default parameters .
In this study, five grapevine cultivars were used including two seeded cultivars (‘Kyoho’ and ‘Muscat kyoho’), two seedless cultivars (‘Flame seedless’ and ‘Crimson seedless’), and one powdery mildew-resistant, Chinese wild cultivar ‘Shang-24’ (V. quinquangularis). All the cultivars were maintained under natural environmental conditions at the grapevine orchard of Hebei Agricultural University, Baoding, Hebei, China (38°51′N, 115°29′E). Where the average annual temperature is 13.4 °C, (Below - 4.3 °C in winter and above 26.4 °C in summer), the average annual sunshine hours are 2511, and the mean annual precipitation is 498.9 mm. Young leaves of ‘Shang-24’ were inoculated with Erysiphe necator (Schw.) and harvested at 12, 24, and 48 h post-inoculation. Control leaves were inoculated with sterile water. For the preparation of hormone solution, ABA, Methyl jasmonate (MeJA), and Salicylic acid (SA) were first dissolved in 95% ethanol and then diluted down with water, while ethylene was directly dissolved in water. Hormone treatments were performed as a foliar spray with 300 μM ABA, 0.5 g/L ethylene, 50 μM MeJA or 100 μM SA, and samples were collected at 1, 6, and 12 h post-treatment. Control leaves were sprayed with sterile water. Furthermore, for seed development studies seeds were dissected from seedless and seeded cultivars at 20, 30, 40, and 50 days after flowering (DAF). All leaves and seed samples were immediately frozen in liquid nitrogen and stored at − 80 °C for future use. All the plant materials used and collected in this work comply with China’s guidelines and legislation.
Transcriptome analysis of VvHMs genes during seed development in seeded and seedless grape progenies
Expression profiles of VvHMs genes during seed development from seeded and seedless progenies were analyzed using our previously published transcriptome data (BioProject Accession, PRJNA338255) . Cross-progeny populations from the seeded maternal parent ‘Red Globe’ and the seedless paternal parent ‘Centennial seedless’ were used. A total of 65 progeny were obtained including 31 seedless and 34 seeded. Nine seedless progeny and 9 seeded ones were randomly selected from the populations and were used for RNA-sequencing. Reads per kilobase of exon model per million mapped reads (RPKM) of VvHMs were transformed into heat maps using Mev 4.8.1 . RPKM value of each VvHM gene was normalized based on the mean RPKM value of genes in all samples analyzed. Further, processed data was log2 transformed and was used to generate heatmap with Mev 4.8.1. Red and green color scale indicate high and low expression levels, respectively.
RNA extraction and expression analysis by quantitative RT-PCR
Total RNA was extracted from samples by using the EZNA Plant RNA Kit (R6827–01, OMEGA Biotek, Norcross, GA, USA) according to manufacturer’s guidelines. Nano drop spectrophotometer (Thermo Fisher Scientific, Yokohama, Japan) was used to measure OD value of RNA, and each RNA sample was subjected to agarose gel electrophoresis to check its quality. The Prime Script RTase (Trans Gen Biotech, Beijing, China) was used to remove gDNA and then for reverse transcription. Genome DNA was removed by gDNA Eraser (contains DNase). A qPCR reaction on crude RNA was also performed in order to access the degree of gDNA contamination. After this cDNA was diluted six times with distilled water for a final concentration of 100 ng/μl. The grape ACTIN gene (GenBank Accession number NC_012010) and EF1-α gene (GenBank Accession number NC_012012) were used as internal reference genes. All primers were designed using Primer 5 software and can be found in the Additional file 1: Table S1. Three biological replicates and three technical replicates were used. For each reaction, 100 ng cDNA was used and carried out in triplicate with a reaction volume of 20 μl containing 0.8 μl each primer (1.0 μM), 1.0 μl of cDNA, 10 μl of 2 X Fast Super EvaGreen® qPCR Mastermix (US Everbright Inc., Suzhou, China), and 7.4 μl sterile distilled water. The amplification parameters were 95 °C for 30 s, followed by 40 cycles of 95 °C for 5 s and 60 °C for 30 s. Melting-curve analyses were performed with initial incubation at 95 °C for 15 s and then a constant increase from 60 to 95 °C. Relative expression levels were analyzed using the IQ5 software and the geNorm software.
Data was analyzed using SPSS Statistics 22.0 software. ANOVA with a Tukey post-hoc analysis was used to check the overall significance of data. Sigma Plot 12 was used to draw the graphs.
Genome-wide identification and annotation of HMs genes
A total of 117 putative HMs genes were identified in the grape genome having 48 HMTs, 22 HDMs, 33 HATs, and 14 HDACs genes. According to previous studies [30,31,32], all of the genes were divided into 11 subfamilies based on the conserved domains. HMTs have 43 SDG and 5 PRMT genes; HDMs contain 15 JMJ and 7 HDMA genes; HATs have 28 HAG, 2 HAM, 2 HAC, and 1 HAF gene; and HDACs have 10, 2, and 2 genes of HDA, SRT, and HDT, respectively. These genes were named according to their families and their position on chromosomes. The predicted length of proteins in the SDG, PRMT, JMJ, HDMA, HAG, and HDA subfamilies ranges from 184 to 2199, 337–651, 131–1905, 492–984, 157–667, and 349–698 amino acids, respectively. Detailed information about genes including accession number, gene ID, chromosomal position, length of coding sequence, and length of protein sequence are presented in Table 1.
Phylogenetic and exon-intron analysis
To illustrate the phylogenetic history and to classify the HMs gene into different subfamilies, phylogenetic trees were constructed between Arabidopsis and grapevine HMs protein sequences (Fig. 1). Moreover, to deeply study the phylogenetic realtionships unrooted trees were generated among VvHMS genes of same group, and intron-exon analysis was performed (Fig. 2). For generation of phylogenetic trees among VvHMS genes of same group, we followed the previous trend. Phylogenetic trees were constructed only among members of three well studied subfamilies.
All 43 SDG genes were divided into seven classes on the basis of phylogenetic tree constructed between Arabidopsis and grape (Fig. 1a). Class V was further subdivided into subclass I and subclass II. Class I was found more conserved with respect to gene numbers, as grape and Arabidopsis contained same; 3 number of genes. Further, different classes contained different number of exons but almost same number of exons with in the same class e.g. class I. However, all five members of PRMTs contained different number of exons, suggesting that PRMTs class is less conserved. Same number of HMTs genes were found in Arabidosis and grapevine. These results suggest that HMTs family is more conserved as compared to other families.
A phylogenetic tree was constructed between JMJ proteins of grapevine and Arabidopsis. According to the Fig. 1b, JMJ grapevine and Arabidopsis proteins were clustered into 4 and 5 different clades, respectively. Class I (JMJ- domain only), has only one member which is from Arabidopsis. Class II (KDM3), class III (KDM4), and class V (JMJD6) all have equal number of proteins in both species 6, 3, and 2, respectively. However, class IV (KDM5) contained 5 and 3 proteins of Arabidopsis and grapes, respectively. These results suggest that class II, III, and V are more conserved with respect to protein number. Further, exon-intron distribution and size was not same in the same class. However, all duplicated gene pairs have similar exon-intron structure (VvJMJ2/VvJMJ13, VvJMJ4/VvJMJ11, and VvJMJ12/VvJMJ14), with multiple exons and introns, but have difference in size and distribution of exons. Grapevine and Arabidopsis contained 7 and 4 HDMAs proteins, respectively.
VvHATs and VvHDACs
In HATs family, HAG subgroup contained the highest (28) number of genes among all groups. In HATs group more difference in number of genes was noticed between grape and Arabidopsis as compared to other groups, suggesting that HATs group have underwent more changes during the process of evolution. Tandemly duplicated gene pairs (VvHAG3/VvHAG4 and VvHAG7/VvHAG8) showed conserved exon-intron distribution. Moreover, the HAG proteins have high bootstrap values, suggesting high similarity with each other. According to the phylogenetic analysis (Fig. 1c), genes of VvHDA were further divided into three classes. Interestingly, class III contained only 2 members, one from each grape and Arabidopsis.
GO (gene ontology) analysis of HMs
We performed in silico GO analysis of grapevine genes at biological, cellular, and molecular level (Additional file 2: Fig. S1). Prediction of biological process suggested the involvement of HMs genes in regulation of gene expression, cellular component organization, flower development, response to biotic and abiotic stimulus, protein modification processes, and transcription process. Most of the HMs proteins were found in cytoplasm, nucleus, and intracellular organelles. HMs genes might have a role in binding (chromatin, DNA, and protein) transcription and transferase regulation activities at molecular level.
Chromosomal distribution and expansion pattern of HMs genes in grapevine
All 117 HMs genes were unevenly distributed on 20 chromosomes (Fig. 3). Chromosome seven contained the highest number of genes (11) while chromosome 19 contained the lowest only one gene. The 43 VvSDG genes were randomly distributed on 14 chromosomes, because chromosomes 2, 3, 6, 9, 17, and 19 has no genes. Four chromosomes 1, 4, 16, and 18 contained equal number of genes; five. These four chromosomes contained almost 50% of genes. For all other gene families, same trend of uneven distribution was noticed (Fig. 3). Tandem duplication was calculated according to the criteria described in materials and methods.
Only three events of tandem duplication (VvHAG3/VvHAG4, VvHAG7/VvHAG8, and VvSDG39/VvSDG40) were observed among six genes on three chromosomes. Two duplication pairs belonged to HAG family, suggesting that this family is less conserved during the evolutionary process. We also calculated the segmental duplication among HMs grapevine genes. Total 15 genes underwent segmental duplication in the form of eight pairs; VvSDG4/VvSDG30, VvSDG11/VvSDG35, VvSDG29/VvSDG15, VvSDG31/VvSDG15, VvJMJ2/VvJMJ13, VvJMJ11/VvJMJ4, VvJMJ12/VvJMJ14, and VvHDT1/VvHDT2. Interestingly, VvSDG15 paired with two genes, VvSDG29 and VvSDG31. These results suggest that both tandem and segmental duplication (21%) events have played a role in the expansion of HMs genes. These results can provide clues for evolutionary history and functional analysis. The ratio between Ka and Ks provides help to describe the evolutionary process . Furthermore, Ka/Ks ratios of all duplicated genes were less than 1, suggesting that all genes have purifying selection pressure (Additional file 3: Table S2).
Evolutionary relationships between grapes and Arabidopsis
The roles of HMs genes have been well studied in model plants e.g. Arabidopsis and rice. Therefore, to gain insights about the origin and potential functions of HMs genes in grapevine and to explore the evolutionary history, we performed synteny analysis of grapes and Arabidopsis.
As shown in Fig. 4, a total of 69 orthologous pairs were identified between HMs genes of Arabidopsis and grapes comprising of 24, 3, 7, 3, 18, 2, 1, 3, 2, and 6 pairs of SDGs, PRMTs, JMJs, HDMAs, HAGs, HAMs, HACs, HDAs, SRTs, and HDTs, respectively (Additional file 4: Table S3). However, HAFs genes have no syntenic block. There were 24 syntenic blocks of SDG genes having 21 Arabidopsis and 19 grapevine genes. Moreover, there were four pairs of SDG, two pairs of PRMT, one pair of JMJ, four pairs of HAG, and two pairs of HDT, where a single grapevine gene paired with more than one gene of Arabidopsis. There were also five HMs Arabidopsis (3 SDG and 2 HDT) genes, which formed pair with two grapevine genes. All of the pairs contained members from the same subfamily, suggesting that they have a common origin before speciation.
Transcriptomic analysis of HMs genes during seed development
To get some clues about the potential roles of HMs grapevine genes in seed development, transcriptomic analysis of HMs grapevine genes was performed (Fig. 5 and Additional file 5: Table S4). The samples were taken at three different stages of seed development from seeded and seedless progenies. Most of the HMs genes were highly expressed during successive stages of seed formation in both seeded and seedless progenies. However, most of the HDA family members were expressed relatively very low. There were some exceptions as well, for example, VvJMJ14 showed up-regulation during the later stages of seed development in seeded progenies as compared to seedless. In contrast, VvSDG30, VvHDA1, and VvHAG23 were highly expressed during all stages of seed development in seedless cultivars, suggesting their potential role in ovule abortion. Therefore, we speculate that HMs genes have potential roles in seed development and ovule abortion. We observed that some of the grapevine HMs gene pairs generated from duplication events showed similar expression patterns in gene pairs. For example, most of the duplicated gene pairs of JMJ family were conserved with respect to exon-intron distribution and expression pattern. However, there were some exceptions as well, VvSDG4/VvSDG30 and VvSDG15-VvSDG29/VvSDG31 (Segmentally), i.e. VvSDG4 and VvSDG30 has significantly different expression during progressive stages of seed development. Further with regard to duplicated genes, JMJ subfamily is more conserved as compared to SDG subfamily.
Expression pattern of HMs genes during different stages of seed development in different grape cultivars
To verify the reliability of transcriptome data, and to explore whether the expression pattern of VvHMs genes is widespread in different grape varieties, we selected 15 HMs genes and analyzed the expression pattern in different seeded (‘Kyoho’ and ‘Muscat kyoho’) and seedless (‘Flame seedless’ and ‘Crimson seedless’) grape cultivars during successive stages of seed development. The genes were selected according to the results of transcriptome data of seed development (Fig. 5). These genes were comprised of representatives of all subfamilies including differently (VvHAC1, VvHAG23, VvHAM2, VvHDA1, VvHDA8, VvHDT1, VvJMJ14, VvJMJ15, VvSDG20, VvSDG32, and VvSDG38) and ubiquitously (VvHAG4, VvHDMA4, VvPRMT4, and VvSRT2) expressed genes during different stages of seed development in seeded and seedless cultivars. As shown in Fig. 6, VvJMJ14, VvJMJ15, and VvSDG38, were significantly highly expressed during later stages of seed development in seeded cultivars. VvSDG20 showed significantly higher expression during all stages of seed development in seeded cultivars compared to seedless ones. Further, the change ratio between seeded and seedless cultivars was relatively higher in VvSDG20 as compared to other differentially expressed genes. Based on the results, we speculate that these genes might have a role in seed development. In contrast to these results, some genes were signficantly highly expressed in some stages of seed formation in seeedless cultivars, for example, VvHAG23, VvHDA8, and VvPRMT4. Moreover, VvHAG4 showed remarkable difference in the expression pattern during all stages of seed development in seedless cultivars than seeded ones. These results suggest that these genes might have a role in ovule abortion. In general, the results of qRT-PCR are consistent with the results of transcriptome.
Expression profiling of HMs genes in response to E. necator inoculation and hormone treatments
To investigate the potential role of HMs genes against powdery mildew infection, we performed qRT-PCR analysis of 15 HMs genes (same genes as for seed study) after infecting ‘Shang-24’ with Erysiphe necator. At 12 hpi the expression of three genes (VvHAC1, VvHAG4, and VvHAG23) was significantly up-regulated but subsequently down-regulated at 24 hpi (Fig. 7). However, the expression of VvHAM2, VvHDA1, VvPRMT4, VvHDT1, VvSDG38, and VvSRT2 was down-regulated at 12 hpi, and up-regulated at 24 hpi. Moreover, some of the genes (VvJMJ14, VvJMJ15, and VvSDG32) showed no significant difference in expression between treated and control plants. These results suggest that some of the HMs genes are responsive to powdery mildew and might have a role in resistance mechanism. We also checked the responses of 15 HMs grapevine genes to ABA, ethylene, JA, and SA applications. In plants treated with ABA, most of the genes were down regulated at 12 hpi (Fig. 8). But VvHAC1, VvHAG23, SDG20, and VvSRT2 genes were significantly up-regulated at 12 hpi. VvHAG4, VvJMJ14, and VvSDG20 showed significantly differential expression at all-time points. However, VvSDG38 gene showed same expression in control and treated plants at all-time points, suggesting that, except this all other genes have link with ABA regulation in grapevine. For JA treated plants, VvHAC1, VvHAG4, VvHDA1, VvHDA8, VvJM14, and VvSDG32 showed significant up-regulation at all-time points. However, VvHAG23 and VvHDMA4 showed significant up-regulation only at 1 hpi. Further, VvHDT1 was significantly down-regulated at 6 and 12 hpi after JA treatment (Fig. 9). In SA treated plants, VvHAC1, VvHAG23, VvHAM2, VvHDA1, VvHDA8, VvHDMA4, VvJMJ14, VvSDG20, and VvSDG32 gene were significantly up-regulated at 1 hpi and most of these genes were down-regulated at 12 hpi (Fig. 10). Furthermore, seven genes (VvHAC1, VvHAG4, VvHAG23, VvHAM2, VvHDA1, VvSDG32, and VvSRT2) showed significantly higher expression at 12 hpi in ethylene treated plants as compared to control (Fig. 11). Moreover, the expression of VvHAG23, VvHAM2, and VvHDA1 was similar with each other at all-time points i.e. same expression at 1 hpi, down-regulation at 6 hpi and subsequent up-regulation at 12 hpi. However, VvJMJ15 and VvSDG20 showed significant down-regulation at 12 hpi. These results suggest that most of the HMs genes have role in defense mechanism of grapevine in response to E. necator inoculation and have involvement in hormone pathways.
HMs gene families have been well studied in model plants and affects many processes during plant growth and development including root growth, flower induction, floral organogenesis, embryo development, and plant responses to biotic and abiotic stresses [42,43,44]. In recent years HMs genes have been identified in fruit crops including citrus, apple, and strawberry. These studies have reported the putative functions of these genes in flower induction, fruit development, response to blue mold infection, cold, and heat stress [30,31,32]. However, a limited information is available about the HMs gene numbers and functions in grapevine. In this study, we have described the detailed bioinformatics and expression analysis of HMs genes against E. necator inoculation and different hormonal treatments. We identified 117 VvHMs genes and divided them into 11 subfamilies on the basis of phylogenetic relationships with Arabidopsis and conserved domains. All the genes were named according to their family and position on the chromosomes [30, 31]. Previously, in grapevine Aquea et al. [45, 46] has reported 7, 13, and 33 genes in HAT, HDAC, and SDG subfamilies, respectively. However, we identified more number of genes as compared to previous studies, the difference in number of genes is due to advancements in gene searching websites and different searching methods. Among all families of VvHMs, the VvSDG family was more conserved and VvHAG was less conserved. Our results are also supported by exon-intron analysis (Fig. 2). Moreover, SDG family is also conserved with respect to gene number in different species i.e. grapevine, Arabidopsis, citrus, and tomato have 43, 41, 40, and 43 SDG genes, respectively . According to predicted protein length HDA subfamily members are more conserved as compared to other subfamilies (Table 1). Further, our findings are concordant with previous findings in other crops [30,31,32].
Gene duplication has played a vital role in the expansion of gene families . According to studies, segmental and tandem duplication both have significant contributions in the expansion of grapevine gene families . We observed the previous trend with respect to genes distribution i.e. highly variable distribution of genes on chromosomes. The highest number of genes were present on chromosome seven. This suggests that most of the duplication events were occurred on this chromosome. These observations are supported by results as both type of duplication pairs (tandem and segmental) were found on chromosome seven, suggesting that this chromosome has played potential role in the expansion of HMs gene families. Moreover, more duplication events might be the reason of clustering of genes on chromosome but we have no evidences to support this hypothesis . According to results, 21% of the HMs genes are the results of duplication events. We observed more segmental duplication (8 pairs) events as compared to tandem duplication (3 pairs) events. In case of duplication events we observed the previous trend as the segmental duplication has occurred more commonly than tandem duplication during the evolutionary process in plants . Further, pairing of VvSDG15 with two genes (VvSDG29 and VvSDG31), suggests that it might have diverse roles in plant growth and development. Moreover, more tandem duplication events in VvHAG gene family further justify our results of gene number and exon-intron analysis that HAG gene family is less conserved. Generally, duplicated gene pairs showed conservation with regard to exon-intron distribution and expression pattern. However, there were some differences as well, VvSDG4/VvSDG30 and VvSDG15-VvSDG29/VvSDG31 (Segmentally), i.e. VvSDG15 showed ubiquitous expression during all stages of seed development in both seeded and seedless progenies, while expression of VvSDG29 was low in seeds of both seeded and seedless progenies (Fig. 5). The duplicated gene pairs of JMJ subfamily were found more conserved in exon-intron distribution and expression pattern. The ratio between Ka and Ks provides help to describe the evolutionary process . According to results all duplicated genes have negative mode of selection. Previously, similar results about HMs genes have been reported in other fruit crops i.e. apple, citrus, and strawberry [30,31,32].
Synteny analysis is a very important bioinformatic tool as synteny blocks can provide inklings about gene evolution and function . We found 68 synteny blocks (Segmental duplication pairs) between grapes and Arabidopsis HMs genes. Presence of more segmental duplication pairs between grapevine and Arabidopsis HMs genes, suggest that they might have some common origin before speciation. However, it is difficult to explain evolutionary history only on the basis of syntenic relationships. Based on the potential roles of orthologous genes of grapevine in other crops we can predict functions of HMs genes in grapes.
Previously, some transcription factors and gene families have been reported for their roles in grapevine seed development, such as MADS-box, B3, and GASA gene family [33, 34, 41]. In Arabidopsis HMs genes, especially SDG family has been well studied for their potential roles in vegetative and reproductive growth of plant. Expression analysis of genes can provide clues about gene function. Based on presumed roles of HMs genes in other crops, we performed expression profiling of selected HMs grapevine genes at different stages of seed development, against infection of Erysiphe necator, and after application of multiple plant hormones. The results were obtained as anticipated, for example VvSDG20 showed different expression in seeds of seeded and seedless cultivars. According to previous study, VvSDG12, VvSDG14, VvSDG16, VvSDG25, and VvSDG37 (Previously known as SDG6934, SDG66905, SDG66903, SDG66932, and SDG66911) showed high expression in flowers and fruits of grapevine . In our study, these genes showed ubiquitous expression in both seeded and seedless cultivars. Therefore, we speculate that these genes might have a general role in the reproductive process. Plant hormones, such as ABA, ethylene, JA, and SA, play important roles in regulating developmental processes and signaling networks involved in plant responses to biotic and abiotic stresses. In our study, VvPRMT4 was up-regulated against Erysiphe necator and after SA treatments. Further, the expression of VvSDG32 was also affected by JA and SA applications. Previously, the involvement of SDG genes in embryo development, fruit development, and response to biotic and abiotic stimulus in citrus , strawberry , and tomato  have been reported. In case of HDMs genes (VvJMJ14, VvJMJ15, and VvHDMA4) similar results like HMTs genes were noticed. Therefore, we speculated that HMTs and HDMs genes might have potential roles in seed development and disease resistance via affecting hormonal signaling pathways. In general, our study provides some clues about gene functions based on bioinformatic and expression analysis. A future study is needed to get exact information about gene functions.
VvHAC1 gene showed differential expression in response to powdery infection, ABA, JA, SA, and ethylene application in treated and control plants. Li et al.  reported the involvement of AtHAC1 (orthologous of VvHAC1) in ethylene signaling pathway. Further, mutants of AtHAC1 showed resistance to high concentrations of glucose during early stages of root development. VvHAM2 was up-regulated against JA and SA exogenous application and showed significant down-regulation to exogenous application of ethylene. In Arabidopsis, HAM1/2 has been reported for their involvement in male and female gametogenesis . These results suggest that HATs genes play vital role in plant development via regulating gene expression. HDACs genes also play potential roles in the regulation of gene expression and chromatin structure . For example, AtHDA19 played significant roles in plant defense via regulating multiple hormonal signaling pathways and networking with WRKY38 and WRKY62. In our studies, VvHDA1 (orthologous of AtHDA19) showed significant change in expression against disease attack and hormonal applications, suggesting its involvement in multiple biological processes. Moreover, VvSRT2 showed significant down-regulation against powdery mildew attack and ethylene application. Similar type of results were obtained for SRT genes functions in Arabidopsis and rice [53, 54]. Finally, our study provides inklings about functions of HMs genes in grapevine.
In this study, we identified 117 HMs genes in grapes. We divided the genes into four subgroups and subsequently divided these groups into 11 subfamilies. Further, we analyzed the genes in terms of chromosomal locations, exon-intron distribution, and evolutionary history. According to evolutionary history, the segmental and tandem duplication both have played role in the expansion of HMs genes in grapevine. According to the results, VvHMs genes might have role in seed development, disease resistance, and multiple hormonal signaling pathways. Our study is useful for functional characterization of VvHMs genes.
Availability of data and materials
The datasets supporting the conclusions of this article are included within the article and its additional files.
Basic Local Alignment Search Tool
(cAMP responsive element-binding protein)-binding protein
Days after flowering
General control non repressible 5-related N-terminal acetyltransferase
Hidden Markov Model
JmjC domain-containing proteins
Non-synonymous substitution rate
Synonymous substitution rate
Protein arginine methyltransferases
Reduced Potassium Dependence
Set domain group
Silent information regulator 2
TATA-binding protein-associated factor
Yuan L, Liu X, Luo M, Yang S, Wu K. Involvement of histone modifications in plant abiotic stress responses. J Integr Plant Biol. 2013;55(10):892–901.
Cedar H, Bergman Y. Linking DNA methylation and histone modification: patterns and paradigms. Nat Rev Genet. 2009;10(5):295–304.
Liu X, Yang S, Yu CW, Chen CY, Wu K. Histone acetylation and plant development. Enzymes. 2016;40:173–99.
Liu C, Lu F, Cui X, Cao X. Histone methylation in higher plants. Annu Rev Plant Biol. 2010;61:395–420.
Dong G, Ma D-P, Li J. The histone methyltransferase SDG8 regulates shoot branching in Arabidopsis. Biochem Biophys Res Commun. 2008;373(4):659–64.
Cazzonelli CI, Cuttriss AJ, Cossetto SB, Pye W, Crisp P, Whelan J, Finnegan EJ, Turnbull C, Pogson BJ. Regulation of carotenoid composition and shoot branching in Arabidopsis by a chromatin modifying histone methyltransferase, SDG8. Plant Cell. 2009;21(1):39–53.
Cazzonelli CI, Nisar N, Roberts AC, Murray KD, Borevitz JO, Pogson BJ. A chromatin modifying enzyme, SDG8, is involved in morphological, gene expression, and epigenetic responses to mechanical stimulation. Front Plant Sci. 2014;5:533.
Pandey R, Muller A, Napoli CA, Selinger DA, Pikaard CS, Richards EJ, Bender J, Mount DW, Jorgensen RA. Analysis of histone acetyltransferase and histone deacetylase families of Arabidopsis thaliana suggests functional diversification of chromatin modification among multicellular eukaryotes. Nucleic Acids Res. 2002;30(23):5036–55.
Feng Q, Wang HB, Ng HH, Erdjument-Bromage H, Tempst P, Struhl K, Zhang Y. Methylation of H3-lysine 79 is mediated by a new family of HMTases without a SET domain. Curr Biol. 2002;12(12):1052–8.
Goodrich J, Puangsomlee P, Martin M, Long D, Meyerowitz EM, Coupland G. A polycomb-group gene regulates homeotic gene expression in Arabidopsis. Nature. 1997;386(6620):44–51.
Grossniklaus U, Vielle-Calzada JP, Hoeppner MA, Gagliano WB. Maternal control of embryogenesis by MEDEA, a Polycomb group gene in Arabidopsis. Science. 1998;280(5362):446–50.
Avramova Z. Transcriptional ‘memory’ of a stress: transient chromatin and memory (epigenetic) marks at stress-response genes. Plant J. 2015;83(1):149–59.
Thorstensen T, Grini PE, Aalen RB. SET domain proteins in plant development. BBA Gene Regul Mech. 2011;1809(8):407–20.
Zhao Z, Yu Y, Meyer D, Wu C, Shen W-H. Prevention of early flowering by expression of FLOWERING LOCUS C requires methylation of histone H3 K36. Nat Cell Biol. 2005;7(12):1256–60.
Pei Y, Niu L, Lu F, Liu C, Zhai J, Kong X, Cao X. Mutations in the type II protein arginine methyltransferase AtPRMT5 result in pleiotropic developmental defects in Arabidopsis. Plant Physiol. 2007;144(4):1913–23.
Latrasse D, Benhamed M, Henry Y, Domenichini S, Kim W, Zhou D-X, Delarue M. The MYST histone acetyltransferases are essential for gametophyte development in Arabidopsis. BMC Plant Biol. 2008;8:121.
Wu KQ, Tian LN, Malik K, Brown D, Miki B. Functional analysis of HD2 histone deacetylase homologues in Arabidopsis thaliana. Plant J. 2000;22(1):19–27.
Cigliano RA, Sanseverino W, Cremona G, Ercolano MR, Conicella C, Consiglio FM. Genome-wide analysis of histone modifiers in tomato: gaining an insight into their developmental roles. BMC Genomics. 2013;14:57.
Yano R, Takebayashi Y, Nambara E, Kamiya Y, Seo M. Combining association mapping and transcriptomics identify HD2B histone deacetylase as a genetic factor associated with seed dormancy in Arabidopsis thaliana. Plant J. 2013;74(5):815–28.
Song XJ, Kuroha T, Ayano M, Furuta T, Nagai K, Komeda N, Segami S, Miura K, Ogawa D, Kamura T, et al. Rare allele of a previously unidentified histone H4 acetyltransferase enhances grain weight, yield, and plant biomass in rice. P Natl Acad Sci USA. 2015;112(1):76–81.
Liu XC, Chen CY, Wang KC, Luo M, Tai R, Yuan LY, Zhao ML, Yang SG, Tian G, Cui YH, et al. PHYTOCHROME INTERACTING FACTOR3 associates with the histone deacetylase HDA15 in repression of chlorophyll biosynthesis and photosynthesis in etiolated Arabidopsis seedlings. Plant Cell. 2013;25(4):1258–73.
Benhamed M, Bertrand C, Servet C, Zhou D. Arabidopsis GCN5, HD1, and TAF1/HAF2 interact to regulate histone acetylation required for light-responsive gene expression. Plant Cell. 2006;18(11):2893–903.
Liu X, Luo M, Zhang W, Zhao JH, Zhang JX, Wu KQ, Tian LN, Duan J. Histone acetyltransferases in rice (Oryza sativa L.): phylogenetic analysis, subcellular localization and expression. BMC Plant Biol. 2012;12:17.
Long JA, Ohno C, Smith ZR, Meyerowitz EM. TOPLESS regulates apical embryonic fate in Arabidopsis. Science. 2006;312(5779):1520–3.
To TK, Nakaminami K, Kim JM, Morosawa T, Ishida J, Tanaka M, Yokoyama S, Shinozaki K, Seki M. Arabidopsis HDA6 is required for freezing tolerance. Biochem Biophys Res Commun. 2011;406(3):414–9.
Bertrand C, Bergounioux C, Domenichini S, Delarue M, Zhou DX. Arabidopsis histone acetyltransferase AtGCN5 regulates the floral meristem activity through the WUSCHEL/AGAMOUS pathway. J Biol Chem. 2003;278(30):28246–51.
Pontvianne F, Blevins T, Pikaard CS. Arabidopsis histone lysine methyltransferases. Adv Bot Res. 2010;53:1–22.
Lu ZH, Huang XL, Ouyang YD, Yao JL. Genome-wide identification, phylogenetic and co-expression analysis of OsSET gene family in rice. PLoS One. 2013;8(6):15.
Qian YX, Xi YL, Cheng BJ, Zhu SW. Genome-wide identification and expression profiling of DNA methyltransferase gene family in maize. Plant Cell Rep. 2014;33(10):1661–72.
Xu J, Xu H, Liu Y, Wang X, Xu Q, Deng X. Genome-wide identification of sweet orange (Citrus sinensis) histone modification gene families and their expression analysis during the fruit development and fruit-blue mold infection process. Front Plant Sci. 2015;6:607.
Fan S, Wang J, Lei C, Gao C, Yang Y, Li Y, An N, Zhang D, Han M. Identification and characterization of histone modification gene family reveal their critical responses to flower induction in apple. BMC Plant Biol. 2018;18(1):173.
Gu T, Han Y, Huang R, Mcavoy RJ, Li Y. Identification and characterization of histone lysine methylation modifiers in Fragaria vesca. Sci Rep UK. 2016;6(1):23581.
Ahmad B, Zhang S, Yao J, Rahman MU, Hanif M, Zhu Y, Wang X. Genomic organization of the B3-domain transcription factor family in grapevine (Vitis vinifera L.) and expression during seed development in seedless and seeded cultivars. Int J Mol Sci. 2019;20(18):4553.
Ahmad B, Yao J, Zhang S, Li X, Zhang X, Yadav V, Wang X. Genome-wide characterization and expression profiling of GASA genes during different stages of seed development in grapevine (Vitis vinifera L.) predict their involvement in seed development. Int J Mol Sci. 2020;21(3):1088.
Holub EB. The arms race is ancient history in Arabidopsis, the wildflower. Nat Rev Genet. 2001;2(7):516–27.
Lee TH, Tang HB, Wang XY, Paterson AH. PGDD: a database of gene and genome duplication in plants. Nucleic Acids Res. 2013;41(D1):D1152–8.
Siltberg J, Liberles DA. A simple covarion-based approach to analyse nucleotide substitution rates. J Evol Biol. 2002;15(4):588–94.
Joung JG, Corbett AM, Fellman SM, Tieman DM, Klee HJ, Giovannoni JJ, Fei ZJ. Plant MetGenMAP: an integrative analysis system for plant systems biology. Plant Physiol. 2009;151(4):1758–68.
Wang L, Hu X, Jiao C, Li Z, Fei Z, Yan X, Liu C, Wang Y, Wang X. Transcriptome analyses of seed development in grape hybrids reveals a possible mechanism influencing seed size. BMC Genomics. 2016;17(1):898.
Howe EA, Sinha R, Schlauch D, Quackenbush J. RNA-Seq analysis in MeV. Bioinformatics. 2011;27(22):3209–10.
Wang L, Yin XJ, Cheng CX, Wang H, Guo RR, Xu XZ, Zhao J, Zheng Y, Wang XP. Evolutionary and expression analysis of a MADS-box gene superfamily involved in ovule development of seeded and seedless grapevines. Mol Gen Genomics. 2015;290(3):825–46.
Morgan CC, Loughran NB, Walsh TA, Harrison AJ, O'Connell MJ. Positive selection neighboring functionally essential sites and disease-implicated regions of mammalian reproductive proteins. BMC Evol Biol. 2010;10:17.
Nelissen H, Boccardi TM, Himanen K, Van Lijsebettens M. Impact of core histone modifications on transcriptional regulation and plant growth. Crit Rev Plant Sci. 2007;26(5–6):243–63.
Shen W-H, Xu L. Chromatin remodeling in stem cell maintenance in Arabidopsis thaliana. Mol Plant. 2009;2(4):600–9.
Aquea F, Vega A, Timmermann T, Josefina PM, Arce-Johnson P. Genome-wide analysis of the SET DOMAIN GROUP family in grapevine. Plant Cell Rep. 2011;30(6):1087–97.
Aquea F, Timmermann T, Arcejohnson P. Analysis of histone acetyltransferase and deacetylase families of Vitis vinifera. Plant Physiol Biochem. 2010;48(2):194–9.
Cannon S, Mitra A, Baumgarten A, Yong N, 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.
Jaillon O, Aury J, Noel B, Policriti A, Clepet C, Casagrande A, Choisne N, Aubourg S, Vitulo N, Jubin C. The grapevine genome sequence suggests ancestral hexaploidization in major angiosperm phyla. Nature. 2007;449(7161):463–7.
Xia F, Sun T, Yang S, Wang X, Chao J, Li X, Hu J, Cui M, Liu G, Wang D, et al. Insight into the B3 transcription factor superfamily and expression profiling of B3 genes in axillary buds after topping in tobacco (Nicotiana tabacum L.). Genes. 2019;10(2):164.
Lyons E, Pedersen B, Kane J, Alam M, Ming R, Tang HB, Wang XY, Bowers J, Paterson A, Lisch D, et al. Finding and comparing syntenic regions among Arabidopsis and the outgroups papaya, poplar, and grape: CoGe with rosids. Plant Physiol. 2008;148(4):1772–81.
Zhong SL, Fei ZJ, Chen YR, Zheng Y, Huang MY, Vrebalov J, McQuinn R, Gapper N, Liu B, Xiang J, et al. Single-base resolution methylomes of tomato fruit development reveal epigenome modifications associated with ripening. Nat Biotechnol. 2013;31(2):154–9.
Li C, Xu J, Li J, Li Q, Yang H. Involvement of Arabidopsis histone acetyltransferase HAC family genes in the ethylene signaling pathway. Plant Cell Physiol. 2014;55(2):426–35.
Huang L, Sun Q, Qin F, Li C, Zhao Y, Zhou D. Down-regulation of a SILENT INFORMATION REGULATOR2-related histone deacetylase gene, OsSRT1, induces DNA fragmentation and cell death in rice. Plant Physiol. 2007;144(3):1508–19.
Wang C, Gao F, Wu J, Dai J, Wei C, Li Y. Arabidopsis putative deacetylase AtSRT2 regulates basal defense by suppressing PAD4, EDS5 and SID2 expression. Plant Cell Physiol. 2010;51(8):1291–9.
The authors thank all editors and reviewers for their comments on this manuscript.
This work was supported by the Strat-up Funds of Hebei Agricultural University to Li Wang (YJ201806), the Scientific Research Program of Hebei Educational Commission (QN2020232), and the Natural Science Foundation of Hebei, China (C2018204055). These funding bodies had no role in the design of this study, collection, analysis, and interpretation of data or in writing the manuscript.
Ethics approval and consent to participate
Consent for publication
The authors declare that they have no competing interests.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
The primer sequences used for qRT-PCR amplification.
Gene ontology analysis of VvHMs.
Synteny blocks of HM genes within grape genome.
Synteny blocks of HM genes between grape and Arabidopsis genome.
Detailed information of DEGs identified in transcriptome analysis.
About this article
Cite this article
Wang, L., Ahmad, B., Liang, C. et al. Bioinformatics and expression analysis of histone modification genes in grapevine predict their involvement in seed development, powdery mildew resistance, and hormonal signaling. BMC Plant Biol 20, 412 (2020). https://doi.org/10.1186/s12870-020-02618-7
- Seed development
- Evolutionary history