Abstract
Plants face a plethora of biotic and abiotic stresses ranging from extreme temperatures to salinity, drought, nutritional deficiencies, chemical toxicity, and pathogen attacks. As a consequence, plants have acquired several sophisticated regulatory mechanisms that allow them to cope with such adverse conditions. Epigenetic regulation plays a key role in the mechanisms of plant response to the environment, without altering DNA sequences. Epigenetics refers to heritable alterations in chromatin architecture that do not involve changes in the underlying DNA sequence but alter gene expression through DNA methylation or histone modifications. The epigenetic regulation of the plant genome is a highly dynamic process that fine-tunes the expression of a pertinent set of genes under certain environmental or developmental conditions. Over the past two decades rapid advancements in the field of high throughput sequencing unveil epigenetic information at genome wide level in various plant species. In view of the adverse effects of global climatic change, utilizing epigenetic differences for developing improved crop varieties is of paramount importance.
Keywords
- histone modification
- DNA methylation
- abiotic stress
- chromatin
1. Introduction
Plants being sessile organisms are being constantly challenged by various biotic and abiotic stresses. In order to adapt themselves to the changing environments they need constant changes at molecular level. These efficient and effective controls are provided by epigenetic regulations which improve the survivability of plants by increasing their tolerance toward stress [1, 2]. It is now evident that heritable phenotypic variation does not need to be based on DNA sequence polymorphism [2, 3]. These epigenetic regulations involve different chemical modifications at molecular level that influence gene expression. Epigenetic as defined by Conrad Waddington, is “the study of mitotically and/or meiotically heritable changes in gene function that cannot be explained by changes in DNA sequence” [4]. Today epigenetic refers mainly to the changes that do not relate to the changes in DNA sequence but to chemical modification that can be inherited from one generation to the next [5, 6]. Three types of epigenetic regulatory mechanisms viz. DNA methylation, histone modification and RNA interference (RNAi) are exploited by plants in order to survive adverse conditions.
DNA methylation is a chemical modification, catalyzed by cytosine methyltransferases which involves addition of a methyl group in a DNA sequence onto the cytosine residue in a sequence specific manner, primarily within CpG dinucleotide [7, 8]. The added methyl group provides platform for attachment of various protein complexes that modifies the histone scaffolds resulting in altered gene expression.
In eukaryotic nuclei DNA is organized in the form of nucleosome where it is wrapped around by histone proteins. Histones comprise a family of highly conserved globular proteins whose N-terminal tails are exposed on the surface of the nucleosome octamer for chemical modifications. Histones offer a wealth of post-translational modifications (PTMs) that physically regulate the accessibility of the transcriptional machinery to certain genomic regions, making loci more or less permissive for transcription [9]. Histone modifications include acetylation, methylation, sumoylation, ubiquitination and phosphorylation of histone proteins. Acetylation and phosphorylation are mostly associated with induced gene expression while on the other hand modifications like sumoylation and biotinylation represses gene expression [10, 11]. Such modifications not only impinge on DNA accessibility, but also on the recruitment of specific proteins involved in several processes, including transcription, DNA replication and repair. Histone proteins are not only modified, but can also be replaced by histone variants with different physical properties, or released, in order to allow gene expression [12].
In epigenetic cross-talks diverse classes of noncoding RNA (e.g., small RNAs and long noncoding RNAs) can also modify chromatin structure and silence transcription through formation of RNA scaffolds mediating the recruitment of histone and DNA methyltransferases [13]. RNAi is a sequence specific gene regulation mechanism that acts as a barrier against viruses but also regulates gene expression. In plants RNA interference pathways are mediated by siRNA, miRNA and lncRNA (long non coding RNA). These RNAs are synthesized as 20–30 nucleotide, single stranded molecules from double stranded RNA precursors.
Activation of one or more of these pathways results into changes in chromatin architecture and impacts gene expression. Open chromatin form or closed chromatin conformation is associated with gene activation or silencing respectively and governs the onset of gene expression in cells under different developmental or environmental stimuli [14, 15, 16]. Transitions from open to close and crosstalk between different epigenetic mechanisms are vital to ensure proper cell function at different developmental stages and under abiotic stress conditions [17, 18, 19]. Different types of epigenetic modifications under abiotic stresses have been presented in Figure 1.

Figure 1.
Various types of epigenetic modifications under stress conditions.
In the recent years, numerous studies performed toward the characterization of the epigenomic regulation of stress responses in plants have added to our understanding of how diverse abiotic stresses affect chromatin modifications, with their respective transcriptional and physiological implications.
2. Different types of epigenetic modifications
2.1 DNA methylation modification
DNA methylation arises as a result of addition of a methyl group to the nitrogenous base in the DNA strand in a sequence specific manner. DNA methylation occurs at the fifth carbon position of a cytosine ring. Methylation of cytosine leads to the generation of 5-methyl cytosine. On the basis of the target sequence, methylation is classified either as symmetrical or asymmetrical methylation. CG and CHG methylation are termed as symmetrical and CHH methylation as asymmetrical. In plants DNA methylation occurs in all three sequence contexts; the symmetric CG and CHG context and asymmetric CHH (H = A, C or T) context [20]. Plants methylate only some genes and this methylation is usually restricted to CGs located within the gene body while Transposable Element sequences tend to be methylated at most of their CG, CHG, and CHH sites. Methylation in transposable elements and promoter region of a gene leads to silencing on the other hand methylation inside gene body induce gene expression [21]. Thus DNA methylation results into following (i) methylcytosines in the gene body play an important role in regulating the gene expression and (ii) methylcytosines in repetitive sequences (transposable elements), are thought to prevent repetitive sequences from compromising normal genome function [20, 21]. Increased methylation of genomic DNA down regulates gene expression. Down regulated gene expression enable the plants to conserve energy for the sake of biotic or abiotic stress. In contrast, the reduction in methylation of resistance-related genes favors chromatin activation and the expression of novel genes, which provides long-term or permanent resistance for stress.
2.2 Histone modifications in plants
In addition to DNA methylation, histone N-terminal tail modifications constitute an attractive area in epigenetics [22]. Plants contain several histone variants and enzymes that posttranslationally modify histones and influence gene regulation. Application of chromatin immunoprecipitation followed by deep sequencing has given insight into the genome-wide distribution of histone variants and histones bearing different posttranslational modifications [22, 23]. Histone proteins are wrapped around DNA and forms a highly compact structure called nucleosome. Nucleosomes are composed of histone octamers that comprise two copies each of H2A, H2B, H3, and H4. A total of 147 base pair of DNA sequence is wrapped around the histone core. The N termini of histone proteins called N terminal tails undergo various chemical modifications like methylation or acetylation. Such histone modifications are associated with either gene repression or gene activation [24, 25]. In plants methylation and deacetylation of H3K9 and H3K27 results into gene repression whereas acetylation and methylation of H3K4 and H3K36 is associated with gene activation and thus induces gene expression [26]. These covalent modifications in response to various environmental stresses regulates the transcription of wrapped DNA sequence by altering the packaging structure which either activates the DNA for the transcription or makes the structure more condensed so that transcription machinery is unable to reach it.
2.2.1 Histone acetylation/deacetylation
Addition of acetyl group to the N terminal Lysine of histones results into transcriptional activation of a DNA sequence [27]. Acetylation of N terminal lysine causes reduction in the net positive charge of histone and as a result the electrostatic force of attraction between the negatively charged DNA and positively charged histone reduces which leads to the loosening of chromatin and transcriptional activation of DNA [28]. The addition of acetyl group to Lysine is catalyzed by histone acetyltransferases (HATs). Five types of HATs have been identified in eukaryotes viz. GNAT—GCN5-related N-terminal acetyltransferase; MYST—MOZ, Ybf2/Sas3, Sas2, and Tip60; CBP—CREB binding protein; TFII250—TATA binding protein-associated factors and the nuclear hormone-related HATs family. Only specific lysines in a histone protein are acetylated. In different histone proteins different lysine residues undergo modifications for instance, lysine residues of H4 (K5, K8, K12, K16, and K20) and histone H3 (K9, K14, K18, K23, and K27) are subjected to acetylation modifications [29, 30].
2.2.2 Histone methylation
Arginine and Lysine amino acids in histone proteins undergo methylation. Different arginine and lysine residues in different histones undergo different types of methylation (R3 of H2A, R3, K20 of H4 and K4, K9, K27, K36, R2, and R17 of H3 etc.) and these residues can be mono, di or tri methylated. Usually, arginine undergoes mono- and dimethylation only while lysine can undergo mono, di and tri methylation. Methylation can either activate or deactivate a gene depending on the nature of residues methylated for example H3K4 trimethylation activates transcription on the other hand K9 and K27 dimethylation in H3 acts as a repressor [31]. Methylation affects the hydrophobicity of the histone and hence may change histone DNA interactions or may create binding site for various proteins which restricts the binding of transcription machinery and prevents transcription. Histone lysine methyltransferases (HKMT) and protein arginine methyltransferases (PRMT) catalyze methylation of lysine and arginine residues respectively [32].
2.3 miRNA directed DNA methylation
RNA directed DNA methylation (RdDM) is
The 24-nt siRNAs are generated by DNA dependent RNA polymerase Pol IV enzyme, in association with RNA-dependent RNA polymerase 2 (RDR2), and processed by dicer-like 3 (DCL3) [34]. One strand of the resulting 24-nt dsRNA fragments is loaded onto argonaute 4 (AGO4) leading to generation of a silencing effector complex. DNA methylation at sites having sequence homology to the siRNA is dependent on, Pol V, which is a DNA dependent RNA polymerase that transcribes non-coding RNAs. Transcription of Pol V is facilitated by a chromatin remodeling protein which is defective in RNA-directed DNA methylation 1 (DRD1)[35]. KOW domain transcription factor1 (KTF1) which is an adaptor protein, mediates binding of AGO4 and AGO4-bound siRNAs onto the transcripts generated by Pol V forming a silencing effector. This effector acts as signal for DRM2 to introduce methylation at target sites [35]. Development of stress tolerant crop has successfully been achieved by the use of RNAi technology. Transgenic rice plants with tolerance to drought were developed by silencing of activated C-kinase1 receptor [36].
3. Epigenetic changes in crops against abiotic stresses
Due to the unpredictable climate change, crop plants are frequently exposed to a variety of abiotic stresses resulting in reduced crop productivity. Analysis of the stress-associated genes and their regulation in response to the stress can be utilized to enhance understanding of the plant’s ability to adapt under changing climatic conditions. DNA methylation and/or histone modifications are influenced by abiotic/biotic factors resulting in the better adaptability of the plants to the adverse environmental conditions. Such epigenetic modifications provide a mechanistic basis for stress memory, which enables plants to respond more effectively and efficiently to the recurring stress as well as to prepare the offspring for potential future assaults.
3.1 Salt-induced epigenetic changes in crop plants
Environmental stresses result in hyper or hypomethylation of DNA. Evidence implicates epigenetic mechanisms in modulating gene expression in plants under abiotic stress. Promoter and gene-body methylation plays important role in regulating gene expression in genotype and organ specific manner under salt stress conditions. Song et al. [37] observed that DNA methylation and histone modifications may have a combined effect on stress inducible gene as salinity stress was reported to affect the expression of various transcription factors in soybean. Ferreira et al., [38] emphasized that hypomethylation in response to salt stress may be correlated with altered expression of DNA demethylases. In another report [39] contrasting differences in cytosine methylation patterns were observed in salinity tolerant wheat cultivar SR3 and its progenitor upon salinity stress imposition. The responses of contrasting wheat genotypes under salt stress could be attributed to the altered expression levels of high affinity potassium transporters (HKTs) regulated through genetic and/or epigenetic mechanisms [40]. It was found that the coding region of high affinity potassium transporters (HKTs) showed variations in 5-mC content in the contrasting wheat genotypes. Salt stress significantly increased methylation level in wheat genotypes. Cytosine residues in CG context were all methylated, whereas increase in 5-mC was observed in CHG and CHH contexts in the shoot of a salt-sensitive wheat genotype under the stress. Variations in chromatin structure (facilitated through histone modifications) also play important role in salt tolerance. Kaldis et al. [41] reported that in
3.2 Heat induced epigenetic changes in crop plants
Naydenov, [43] reported that upregulated epigenetic modulators like DRM2, nuclear RNA polymerase D1 (NRPD1) and NRPE1 may be responsible for increased genome methylation in
3.3 Epigenetic modifications in response to drought
Drought stress conditions generally tend to increase demethylation. It is also observed that DNA methylation shows tissue specificity. In
In several studies the abundance in transcript levels of drought responsive gene was correlated with changes in histone modification. Under drought conditions several histone alterations like acetylation, methylation, phosphorylation and sumoylation occurs [51]. Reports have documented that drought stress response is memorized through histone modification of various drought stress induced genes [52]. In a study in
3.4 Epigenetic modifications in response to cold
Upon imposition of cold stress HDACs are upregulated that results into deacetylation of H3 and H4 and successively heterochromatic tandem repeats get activated [55, 56]. This results into reduction of DNA methylation and histone (H3K9me2) methylation at the targeted region of maize genome [39, 57]. In a study conducted on the effect of cold on maize seedlings it was found that cold stress induced genome wide DNA methylation in root tissues except only in a 1.8-kb segment designated as ZmMI1. Under normal conditions ZmMI1 segment is methylated but under chilling conditions it is demethylated. This segment is representative of a stress responsive gene that plays role under stress conditions [58].
Even after 7 days of recovery, cold induced hypomethylation was not reverted back. In a similar study conducted by Saraswat et al. of DNA methylation pattern in cold grown maize 28 differentially amplified fragments were obtained.
4. Techniques for deciphering epigenetic changes in plants
4.1 Histone modifications
4.1.1 Chromatin immunoprecipitation (ChiP) techniques
This technique is used to assay DNA–protein binding under
4.1.2 ChiP-Seq
Advancements in the field of next-generation sequencing have made it possible to combines ChiP with next-generation sequencing technology such as Solexa. ChiP-Seq combines Chromatin immunoprecipitation and sequencing technologies to decipher genome wide distribution of histone proteins [62].
4.1.3 ChiP PCR
Immunoprecipitated DNA is amplified and quantified by real time PCR (RT-PCR) using TaqMan or Syber Green Technologies with specified primers for analysis of specific genomic regions associated with particular histones.
4.2 DNA methylation profiling in plants
Earlier studies focused on determining methylation status of the gene of interest. With the use of microarray hybridization technology DNA methylation has been scaled up to genome wide level. Next generation sequencing platforms are now being used for the construction of genomic maps of DNA methylation at single-base resolution.
4.2.1 Genome-wide bisulfite sequencing
Bisulfite treatment converts unmethylated cytosines to uracil, allowing for the identification of methylated cytosines by comparing a treated sample to a reference sample [63]. Bisulfite sequencing evaluates individual cytosines in a target sequence for essentially all cytosines in a genome (i.e. whole-genome bisulfate sequencing or WGBS).
4.2.2 Methylated DNA immunoprecipitation (MeDIP)
Genomic DNA is fragmented and precipitated with 5-methylcytosine-specific antibody. The precipitated DNA is then analyzed by PCR or whole genome tiling microarrays [64, 65].
4.2.3 Reduced-representation bisulfite sequencing (RRBS)
RRBS came into existence for the purpose of deciphering the mammalian methylome at low cost [66]. Bisulfite sequencing can be used for genomic fragments that are isolated with restriction enzymes thus providing single-nucleotide resolution of DNA methylation within each of the fragments. Availability of both sequence and methylation variation from same set of locus allows comparison of genetic and epigenetic differences. It is based on MspI restriction digestion and selection of (40 and 220 basepair) digested fragments for bisulfite conversion and sequencing [67]. RRBS has been adopted for plant population studies and can be applied to species for which no reference genomes are available [68, 69]. RRBS has also been used in oak populations [70] and
5. Conclusions
In view of the increasing stress conditions experienced by plants due to global climatic changes, epigenetics is considered as an important regulatory mechanism that is influenced by environmental stimulus. This regulatory mechanism is of utmost significant importance in terms of its inheritance over generations. Advancements in the ultra-high-throughput techniques have revolutionized identification of epigenetic changes and improved our knowledge on effect of epigenetic changes on regulation of gene expression. Manipulation of DNA (de) methylation level at specific loci may allow us to regulate gene expression and the neighboring chromatin states, impacting cell physiology and biochemistry. Therefore, one of the possible, yet unexplored, ways to improve stress tolerance in crop plants may be to augment stress memory of the plants by targeted modification of the epigenome. Thus utilizing epigenetic variation for developing improved abiotic stress tolerant crop verities is an undertaking of paramount importance.
Acknowledgments
Authors would like to thank Director ICAR-Indian Institute of Wheat and Barley Research.
Abbreviations
DNA | deoxyribonucleic acid |
RNAi | ribonucleic acid interference |
PTMs | post-transcriptional modifications |
H3K9 | histone 3, 9th lysine |
H3K27 | histone 3, 27th lysine |
HATs | histone acetyltransferases |
HKMT | histone lysine methyl transferases |
PRMT | protein arginine methyl transferases |
nt | nucleotide |
RDR2 | RNA-dependent RNA polymerase 2 |
siRNAs | small interfering ribonucleic acid |
AGO4 | argonaute 4 |
dsRNA | double stranded ribonucleic acid |
HKTs | high affinity potassium transporters |
NRPD1 | nuclear RNA polymerase D1 |
OsFIE1 | fertilization independent endosperm |
PCR | polymerase chain reactions |
WGBS | whole-genome bisulfate sequencing |
MeDIP | methylated DNA immunoprecipitation |
RRBS | reduced representation bisulfite sequencing |
References
- 1.
Hirayama T, Shinozaki K. Research on plant abiotic stress responses in the post-genome era: Past, present and future. Plant Journal. 2010; 61 (6):1041-1052 - 2.
Richards EJ. Inherited epigenetic variation–Revisiting soft inheritance. Nature Reviews Genetics. 2006; 7 :395-401 - 3.
Bossdorf O, Richards CL, Pigliucci M. Epigenetics for ecologists. Ecology Letters. 2008; 11 :106-115 - 4.
Waddington CH. The epigenotype. Endeavour. 1942; 1 :18-20 - 5.
Fujimoto R, Sasaki T, Ishikawa R, Osabe K, Kawanabe T, Dennis ES. Molecular mechanisms of epigenetic variation in plants. International Journal of Molecular Sciences. 2012; 13 (8):9900-9922 - 6.
Feng S, Jacobsen SE, Reik W. Epigenetic reprogramming in plant and animal development. Science. 2010; 330 :622-627 - 7.
Niederhuth CE, Schmitz RJ. Putting DNA methylation in context: From genomes to gene expression in plants. Biochimica et Biophysica Acta. 2017; 1860 :149-156 - 8.
Bewick AJ, Ji L, Niederhuth CE, Willing EM, Hofmeister BT, Shi X, et al. On the origin and evolutionary consequences of gene body DNA methylation. Proceedings of the National Academy of Sciences of the United States of America. 2016; 113 :9111 - 9.
Kouzarides T. Chromatin modifications and their function. Cell. 2007; 23, 128 (4):693-705 - 10.
Nathan D, Ingvarsdottir K, Sterner DE, Bylebyl GR, Dokmanovic M, Dorsey JA, et al. Histone sumoylation is a negative regulator in Saccharomyces cerevisiae and shows dynamic interplay with positive-acting histone modifications. Genes & Development. 2006;20 :966-976 - 11.
Camporeale G, Oommen AM, Griffin JB, Sarath G, Zempleni J. K12-biotinylated histone H4 marks heterochromatin in human lymphoblastoma cells. The Journal of Nutritional Biochemistry. 2007; 18 :760-768 - 12.
Johnson LM, Cao X, Jacobsen SE. Interplay between two epigenetic marks: DNA methylation and histone H3 lysine 9 methylation life science core curriculum 2 molecular, cell and developmental. Current Biology. 2002; 12 :1360-1367. DOI: 10.1016/S0960-9822(02)00976-4 - 13.
Holoch D, Moazed D. RNA-mediated epigenetic regulation of gene expression. Nature. 2015; 16 :71-84 - 14.
Berger SL. The complex language of chromatin regulation duringtranscription. Nature. 2007; 447 (7143):407-412 - 15.
Forderer A, Zhou Y, Turck p F. The age of multiplexicity: Recruitement and interactions of polycomb complexes in plants. Current opinions in Plant Biology. 2016; 29 :169-178 - 16.
Du J, Johnson LM, Jacobsen SE, Patel DJ. DNA methylation pathways and their crosstalk with histone methylation. Nature Reviews Molecular Cell Biology. 2015; 16 (9):519-532 - 17.
Chen Z, Zhang H, Jablonowski D, Zhou X, Ren X, Hong X, et al. Mutations in ABO1/ELO2, a subunit of holo-elongator, increase abscisic acid sensitivity and drought tolerance in Arabidopsis thaliana . Molecular and Cellular Biology. 2006;26 :6902-6912 - 18.
Li X, Zhu J, Hu F, Ge S, Ye M, Xiang H, et al. Singlebase resolution maps of cultivated and wild rice methylomes and regulatory roles of DNA methylation in plant gene expression. BMC Genomics. 2012; 13 :300 - 19.
Lu X, Wang W, Ren W, Chai Z, Guo W. Genome-wide epigenetic regulation of gene transcription in maize seeds. PLoS One. 2015; 10 :1-20. DOI: 10.1371/journal.pone.0139582 - 20.
Miura A, Yonebayashi S, Watanabe K, Toyama T, Shimada H, Kakutani T. Mobilization of transposons by a mutation abolishing full DNA methylation in Arabidopsis . Nature. 2001;411 :212-214 - 21.
Simon W, Henderson I, Jacobsen S. Gardening the genome: DNA methylation in Arabidopsis thaliana . Nature Reviews Genetics. 2005;6 :351-360 - 22.
Berger SL, Kouzarides T, Shiekhattar R, Shilatifard A. An operational definition of epigenetics. Genes & Development. 2009; 23 :781-783 - 23.
Roudier F, Teixeira FK, Colot V. Chromatin indexing in Arabidopsis: An epigenomic tale of tails and more. Trends in Genetics. 2009; 25 :511-517 - 24.
Roudier F, Ahmed I, Berard C, Sarazin A, Mary-Huard T, Cortijo S, et al. Integrative epigenomic mapping defines four main chromatin states in Arabidopsis. The EMBO Journal. 2011; 30 :1928-1938 - 25.
He G, Elling AA, Deng XW. The epigenome and plant development. Annual Review of Plant Biology. 2011; 62 :411-435 - 26.
Lauria M, Rossi V. Epigenetic control of gene regulation in plants. Biochimica et Biophysica Acta. 2011; 1809 :369-378 - 27.
Fuchs J, Demidov D, Houben A, Schubert I. Chromosomal histone modification patterns–From conservation to diversity. Trends in Plant Science. 2006; 11 :199-208 - 28.
Shahbazian MD, Grunstein M. Functions of site-specific histone acetylation and deacetylation. Annual Review of Biochemistry. 2007; 76 :75-100 - 29.
Sterner DE, Berger SL. Acetylation of histones and transcription-related factors. Microbiology and Molecular Biology Reviews. 2000; 64 :435-459 - 30.
Earley KW, Shook MS, Brower-Toland B, Hicks L, Pikaard CS. In vitro specificities of Arabidopsis co-activator histone acetyltransferases: Implications for histone hyperacetylation in gene activation. The Plant Journal. 2007;52 :615-626 - 31.
Tamaru H, Selker EU. A histone H3 methyltransferase controls DNA methylation in Neurospora crassa . Nature. 2001;414 (6861):277-283 - 32.
Kanno T, Bucher E, Daxinger L, Huettel B, Kreil DP, Breinig F, et al. RNA-directed DNA methylation and plant development require an IWR1-type transcription factor. EMBO Reports. 2010; 11 :65-71 - 33.
Matzke M, Kanno T, Daxinger L, Huettel B, Matzke AJ. RNA-mediated chromatin-based silencing in plants. Current Opinion in Cell Biology. 2009; 21 :367-376 - 34.
He XJ, Hsu YF, Zhu S, Wierzbicki AT, Pontes O, Pikaard CS, et al. An effector of RNA directed DNA methylation in Arabidopsis is an ARGONAUTE 4-and RNA-binding protein. Cell. 2009;137 (3):498-508 - 35.
Naumann U, Daxinger L, Kanno T, Eun C, Long Q, Lork-ovic ZJ, et al. Genetic evidence that DNA methyltransferase DRM2 has a direct catalytic role in RNA directed DNA methylation in Arabidopsis thaliana . Genetics. 2011;187 (3):977-979 - 36.
Tang N, Ma S, Zong W, Yang N, Lv Y, Yan C, et al. MODD mediates deactivation and degradation of OsbZIP46 to negatively regulate ABA signaling and drought resistance in rice. The Plant Cell. 2016; 28 :2161-2177 - 37.
Song Y, Ji D, Li S, Wang P, Li Q, Xiang F. The dynamic changes of DNA methylation and histone modifications of salt responsive transcription factor genes in soybean. PLoS One. 2012; 7 (7):e41274 - 38.
Ferreira LJ, Azevedo V, Maroco J, Oliveira MM, Santos AP. Salt tolerant and sensitive rice varieties display differential methylome flexibility under salt stress. PLoS One. 2015; 10 (5):e0124060 - 39.
Wang W, Zhao X, Pan Y, Zhu L, Fu B, Li Z. DNA methylation changes detected by methylation-sensitive amplified polymorphism in two contrasting rice genotypes under salt stress. Journal of Genetics and Genomics. 2011; 38 (9):419-424 - 40.
Kumar S, Beena AS, Awana M, Singh A. Salt-induced tissue-specific cytosine methylation downregulates expression of HKT genes in contrasting wheat ( Triticum aestivum L. ) genotypes. DNA and Cell Biology. 2017;36 :283-394 - 41.
Kaldis A, Tsementzi D, Tanriverdi O, Vlachonasios KE. Arabidopsis thaliana transcriptional co-activators ADA2 band SGF29a are implicated in salt stress responses. Planta. 2011;233 :749-762 - 42.
Pandey G, Sharma N, Sahu PP, Prasad M. Chromatin-based epigenetic regulation of plant abiotic stress response. Current Genomics. 2016; 17 :490-498 - 43.
Naydenov M, Baev V, Apostolova E, Gospodinova N, Sablok G, Gozmanova M, et al. High-temperature effect on genes engaged in DNA methylation and affected by DNAmethylation in Arabidopsis . Plant Physiology and Biochemistry. 2015;87 :102-108 - 44.
Folsom JJ, Begcy K, Hao X, Wang D, Walia H. Rice fertilization-independent endosperm1 regulates seed size under heat stress by controlling early endosperm development. Plant Physiology. 2014; 165 (1):238-248 - 45.
Kim JM, Sasaki T, Sako K, Seki M. Chromatin changes in response to drought, salinity, heat, and cold stresses in plants. Frontiers in Plant Science. 2015; 6 :114-119 - 46.
Hu Z, Song N, Zheng M, Liu X, Liu Z, Xing J, et al. Histone acetyl-transferase GCN5 is essential for heat stress-responsive gene activation and thermo-tolerance in Arabidopsis. The Plant Journal. 2015; 84 (6):1178-1191. DOI: 10.1111/tpj.13076 - 47.
Liu J, Feng L, Li J, He Z. Genetic and epigenetic control of plant heat responses. Frontiers in Plant Scienecs. 2015; 6 :267 - 48.
Suji KK, John A. An epigenetic change in rice cultivars underwater stress conditions. Electronic Journal of Plant Breeding. 2010; 1 :1142-1143 - 49.
Gayacharan AJ. Epigenetic responses to drought stress in rice ( Oryza sativa L .). Physiology and Molecular Biology of Plants. 2013;19 (3):379-387 - 50.
Li D-h, Li H, et al. Down-regulated expression of RACK1 gene by RNA interference enhances drought tolerance in rice. Rice Science. 2009; 16 (1):14-20. DOI: 10.1016/S1672-6308(08)60051-7 - 51.
Kim JM, To TK, Ishida J, Morosawa T, Kawashima M, Matsui A, et al. Alterations of lysine modifications on the histone H3N-tail under drought stress conditions in Arabidopsis thaliana . Plant & Cell Physiology. 2008;49 :1580-1588 - 52.
Chen H-M, Chen L-T, Patel K, Li Y-H, Baulcombe DC, Wu S-H. 22-nucleotide RNAs trigger secondary siRNA biogenesis in plants. Proceedings of the National Academy of Sciences. 2010; 107 :15269-15274 - 53.
Kim JM, To TK, Ishida J, Matsui A, Kimura H, Seki M. Transition of chromatin status during the process of recovery from drought stress in Arabidopsis thaliana . Plant & Cell Physiology. 2012;53 (5):847-856 - 54.
van Dijk K, Ding Y, Malkaram S, Riethoven JJ, Liu R, Yang J, et al. Dynamic changes in genome-wide histone H3lysine 4 methylation patterns in response to dehydration stress in Arabidopsis thaliana. BMC Plant Biology. 2010; 10 :238 - 55.
Ding B, Bellizzi MR, Ning Y, Meyers BC, Wang GL. HDT701, a histone H4 deacetylase, negatively regulates plant innate immunity by modulating histone H4 acetylation of defence related genes in rice. The Plant Cell. 2012; 24 (9):3783-3794 - 56.
Zhu J, Jeong J, Zhu Y, Sokolchik I, Miyazaki S, Zhu JK, et al. Involvement of Arabidopsis HOS15 in histone deacetylation and cold tolerance. Proceedings of the National Academy of Sciences of the United States of America. 2007;105 :4945-4950 - 57.
Hu Y, Zhang L, He S, Huang M, Tan J, Zhao L, et al. Cold stress selectively unsilences tandem repeats in heterochromatin associated with accumulation of H3K9ac. Plant, Cell & Environment. 2012; 35 :2130-2142 - 58.
Hu Y, Zhang L, Zhao L, Li J, He S, Zhou K, et al. Trichostatin a selectively suppresses the cold-induced transcription of the ZmDREB1 gene in maize. PLoS One. 2011; 6 (7):e22132 - 59.
Steward N, Ito M, Yamaguchi Y, Koizumi N, Sano H. Periodic DNA methylation in maize nucleosomes and demethylation by environmental stress. The Journal of Biological Chemistry. 2002; 277 (40):37741-37746 - 60.
Saraswat S, Yadav AK, Sirohi P, Singh NK. Role of epigenetics in crop improvement: water and heat stress. Journal of Plant Biology. 2017; 60 :231-240. DOI: 10.1007/s12374-017-0053-8 - 61.
Kumar G, Rattan UK, Singh A. Chilling mediated DNA methylation changes during dormancy and its release reveal the importance of epigenetic regulation during winter dormancy in apple. PLoS One. 2016; 11 (2):e0149934 - 62.
Park P. ChIP-seq: Advantages and challenges of a maturing technology. Nature Reviews. Genetics. 2009; 10 :669-680 - 63.
Cokus SJ, Feng S, Zhang X, Chen Z, Merriman B, Haudenschild CD, et al. Shotgun bisulphite sequencing of the Arabidopsis genome reveals DNA methylation patterning. Nature. 2008;452 :215-219 - 64.
Zhang X, Yazaki J, Sundaresan A, Cokus S, Chan SW, Chen H, et al. Genomewide high-resolution mapping and functional analysis of DNA methylation in Arabidopsis . Cell. 2006;126 :1189-1201 - 65.
Zilberman D, Gehring M, Tran RK, Ballinger T, Henikoff S. Genome-wide analysis of Arabidopsis thaliana DNA methylation uncovers an interdependence between methylation and transcription. Nature Genetics. 2007;39 :61-69 - 66.
Meissner A. Epigenetic modifications in pluripotent and differentiated cells. Nature Biotechnology. 2010; 28 :1079-1088 - 67.
Gu H, Smith ZD, Bock C, Boyle P, Gnirke A, Meissner A. Preparation of reduced representation bisulfite sequencing libraries for genome-scale DNA methylation profiling. Nature Protocols. 2011; 6 (4):468-481 - 68.
Trucchi E, Mazzarella AB, Gilfillan GD, Romero MT, Paun O. BsRADseq screening DNA methylation in natural populations of non-model species. Molecular Ecology. 2016; 25 :1697-1713 - 69.
van Gurp TP, Wagemaker NCAM, Wouters B, Vergeer P, Ouborg JNJ, Verhoeven KJF. epiGBS: Reference-free reduced representation bisulfite sequencing. Nature Methods. 2016; 13 :322-324 - 70.
Platt A, Gugger PF, Pellegrini M, Sork VL. Genome-wide signature of local adaptation linked to variable CpG methylation in oak populations. Molecular Ecology. 2015; 24 :3823-3830. DOI: 10.1111/mec.13230 - 71.
Chen X, Ge X, Wang J, Tan C, King GJ, Liu K. Genome wide DNA methylation profiling modified reduced representation bisulphate sequencing in Brassica rapa suggests that epigenetic modifications play a key role in polyploidy genome evaluation. Frontiers in Plant Sciences. 2015;6 :836 - 72.
Lister R, O’Malley RC, Tonti-Filippini J, Gregory BD, Berry CC, Millar AH, et al. Highly integrated single-base resolution maps of the epigenome in Arabidopsis . Cell. 2008;133 :523-536