Your new experience awaits. Try the new design now and help us make it even better

REVIEW article

Front. Plant Sci., 02 February 2026

Sec. Functional and Applied Plant Genomics

Volume 16 - 2025 | https://doi.org/10.3389/fpls.2025.1696718

This article is part of the Research TopicGenomic Tools for Unlocking Brassica Potential in Climate-Resilient FarmingView all 4 articles

Epigenetic odyssey to decrypt the hidden code for sustainable brassica production: enhancing yield, stress resilience and nutritional quality

  • Nutritional Improvement of Crops Group, International Centre for Genetic Engineering and Biotechnology, New Delhi, India

High demand for agricultural products together with the changing climate imposes an urgency for improving crop productivity and quality. The Brassica family has evolved as a globally significant oilseed crop due to its multifaceted application for edible oils, seed meals, and biodiesel production. However, its wide-scale crop production is limited due to the advent of several external stressors. Development of resilient Brassica crops requires recognition of the chromatin state complexes to fine tune the transcriptional machinery. Epigenetic modification through DNA methylation, histone modification, RNA directed gene silencing, and chromatin remodeling plays a major role in modulating flowering time, gametogenesis, embryogenesis, seed development and whole genome duplication to shape key agronomical traits. In conjunction, recent progress in the field of sequencing technologies and genome editing have led to the characterization of key epigenetic markers for identifying crucial agronomic traits and subsequent molecular designing. Therefore, the current review details the mechanism and application of the recent epigenetic approaches that have contributed for the generation of climate-smart Brassica family.

Introduction

Brassica genus is an important oilseed crop developed from interspecific hybridization and chromosome doubling of the diploid progenitors (B. rapa, B. nigra, and B. oleracea) to form allopolyploid species (B. napus, B. juncea, & B. carinata) (Kang et al., 2021). Growth and development of the Brassica genus is significantly hampered by the external stressors due to the changing climatic conditions. Development of superior lines with improved stress resilience and yield production requires in-depth understanding of the functional modulators for refining respective regulatory pathways. For instance, Canola epilines were selected for improved energy efficiency and drought tolerance by assessing the changes in the histone methylation patterns (Verkest et al., 2015). A possible strategy for developing adaptive cultivars may include characterizing epigenetic regulation along with molecular modification. Epigenetic variations accountable for improved yield, enhanced resistance, and cultivation of elite varieties have been reported in several crops including wheat, rice, soybean, and maize (Liu et al., 2017a; Deng et al., 2017; Raju et al., 2018; Begcy and Dresselhaus, 2018). Brassica genus underwent whole genome duplication to create allopolyploid species from their diploid progenitors (Triangle of U) which can be recreated experimentally and can be an ideal model system for epigenetic research. Brassica species are useful for epigenetic modifications due to their variation in ploidy level, genome size and the organization of heterochromatin (Braszewska-Zalewska et al., 2010). The epigenetic marking superimposed on the Brassica chromosomes has the ability to regulate gene expression, ontology, and environmental responses. These very marks affect the structure of chromatin, including cytosine methylation of DNA and histone modifications. Brassica’s complex genomic make-up, its agricultural relevance as an important oilseed crop, and dynamic metabolic processes such as flowering time makes it a unique system to study the impact of epigenetic modification on speciation, adaptation and subsequent crop improvement.

Determined by their accessibility, gene sequence is transcriptionally modulated through its chromatin organization, where densely packed heterochromatin regions are less accessible to transcription than the less compact euchromatin region (Bender, 2004). Epigenetic modification alters the probability of a gene expression through reversible transgenerational inheritance. These changes to the chromatin are facilitated through the action of small RNA (sRNA) dependent and independent DNA methylation, histone modification, chromatin modification, and RNA-dependent gene silencing (RdGS) (Meyer, 2015). Epigenetic markers create a lasting impact by controlling several developmental pathways in plants including growth, flowering time, embryogenesis and production of gametes, stress resilience, and other changes in morphology (Sena et al., 2024). An epigenetic modification alters the genetic make-up by influencing activation and repression; it does not directly change the DNA sequence, thereby restoring the original epigenetic state. In comparison to epigenetic marks erasure in early developmental stages of mammals, plants harbor the capability to pass these epigenetic markers through somatic cell division or germline (Meyer, 2015; Baulcombe and Dean, 2014).

Improvements in the high-throughput sequencing technology has evolved our understanding of plant regulatory networks and accelerated identification of important agronomic characters (Le Nguyen et al., 2019). Recent progress of these well-established methods like bisulfite sequencing (BS-Seq) for identification of 5-methylcytosine (5mC), methylated RNA immunoprecipitation (MeRIP) sequencing for mapping the location of N6-methyladenosine (m6A), as well as, chromatin immunoprecipitation sequencing (ChIP Seq) for characterizing histone modification has enabled recognition of distribution pattern of epigenetic modifications (Wang et al., 2021). Additionally, advances in the epigenetic editing research have enabled targeted genome modifications in the plant genome thereby dramatically transforming crop improvement (Lee et al., 2020). The current review outlines the epigenetic modifications and the related mechanisms responsible for regulating the plant’s fundamental mechanisms, along with the implementation of advanced epigenomic tools in generating climate-resilient Brassica varieties.

DNA methylation

The process of DNA methylation is regulated by a set of genes that directly or indirectly influence the methylation status via chromatin remodeling (Amoah et al., 2012). DNA modification through covalent addition of a methyl (CH3) group to the cytosines (5-mC) occurs primarily in the CG, CHG (symmetric), and CHH (asymmetric) motifs (H=A, C, or T) present in the repetitive regions of the plant genome enriched with transposable elements and centromeric repeats (Pikaard and Scheid, 2014; Gallego‐Bartolomé, 2020). DNA methylation patterns are established either through de novo or maintenance methylation by modifying previously unmethylated sites or maintaining preceding methylation patterns imparted from the parent strand to the daughter strand (Pikaard and Scheid, 2014; Dinkar et al., 2024). Maintenance methylation is symmetrically distributed in CG and CHG motifs in the antiparallel strands of DNA using DNA methyltransferases - DNA Methyltransferase 1 (MET1) and Chromomethylase 3 (CMT3), respectively (Wambui Mbichi et al., 2020; Cao et al., 2023). Following replication, MET1 recognises hemi-methylated CG sites and methylates unmodified cytosine on the nascent daughter strand utilizing S-adenosyl-L-methionine (SAM) as the methyl donor (Zhang et al., 2018b). Variation in Methylation (VIM) proteins act as co-factors by mediating loading of MET1 to methylate the complementary CG target sites to form fully methylated strands (Shook and Richard 2014; Kim et al., 2014).

Alternatively, CHG methylation is primarily maintained by the enzyme Chromomethylase 3. CMT3’s are classified by the presence of Bromo-Adjacent Homology (BAH) and Chromatin Organization Modifier (CHROMO) domain. BAH and Chromo-domains recognize nucleosomes containing histone H3 lysine 9 dimethylation (H3K9me2) and facilitate CHG methylation (Du et al., 2012; Du et al., 2023). H3K9 methyltransferases, Suppressor of Variegation 3–9 Homologs (SUVH), namely, SUVH4/Kryptonite (KYP), SUVH5, and SUVH6 catalyzes binding to methylated CHG through their SET and Ring Associated (SRA) domains, leading to dimethylation (Liu et al., 2007). Therefore, CMT3 and SUVH4 enforce a self-regulatory feedback loop between H3K9me2 and CHG methylation to maintain the constitutive heterochromatin region (Bewick et al, 2017; Law and Jacobsen, 2010; Fang et al., 2022). In Arabidopsis, maintenance of pre-existing methylation is also conferred with the help of Domains Rearranged Methyltransferase (DRM) proteins, particularly, DRM1 and DRM2 (Cao and Jacobsen, 2002a). Cao and Jacobsen reported the functional redundancy of DRM and CMT3 loci for maintaining patterns of CHG methylation in Arabidopsis (Cao and Jacobsen, 2002b). In comparison, Brassicaceae species have reported lower levels of genomic and genic mCG, genome-wide mCHG, and gene body methylation (gbM) genes (Bewick et al., 2017).

De novo methylation of the CHH motifs occurs through the chromomethylase 2 (CMT2) and RNA-directed DNA methylation (RdDM) pathways (Figure 1). CMT2 methylates CHH sites present in the long heterochromatic TEs, independent of the RdDM pathway, probably through interactions with H3K9me2 sites (Zemach et al., 2013). RdDM pathways involve the formation of small-interfering RNAs (siRNAs) and the recruitment of the DNA methylation complex through these siRNAs to methylate the target sites (Matzke and Mosher, 2014). In the canonical RdDM pathway, RNA Polymerase IV is recruited to the heterochromatic loci by the Sawadee Homeodomain Homolog 1 (SHH1) & CLASSY (CLSY) proteins for the synthesis of single-stranded RNAs (ssRNAs). Consequently, these 30-45nt long ssRNAs are converted to 26–45 nt double-stranded RNAs (dsRNAs) by RNA-dependent RNA polymerase 2 (RDR2) (Cuerda-Gil and Slotkin, 2016; Gallego‐Bartolomé, 2020). The dsRNAs are then cleaved by Dicer-Like 3 (DCL3) into 24-nt long siRNAs which are methylated by methyltransferase HEN1 (Hua Enhancer 1) in the cytoplasm for stabilization (Pikaard and Scheid, 2014). The single strand of the siRNA is loaded into Argonaute 4 (AGO4) or closely related AGO6 proteins to form siRNA-AGO complexes and relocated to the nucleus for RdDM effector complex assembly (Wambui Mbichi et al., 2020). In the second phase of the RdDM pathway, RNA Polymerase V transcribes a non-coding transcript (ssRNAs complementary sequence) which remains attached at the locus of origin and functions as the scaffold RNAs that interact with the siRNA-AGO complexes through sequence complementarity. Pol V transcription is dependent on the DDR Complex - Defective in RNA-directed DNA Methylation 1 (DRD1), Defective in Meristem Silencing 3 (DMS3), and RNA-directed DNA Methylation 1 (RDM1) for its association with the chromatin. Ensuing, the AGO4-bound siRNA binds to the Pol V transcript and recruits Domains Rearranged Methyltransferase 2 (DRM2) for DNA methylation of the homologous RdDM loci. DNA methyl-readers, SUVH2 and SUVH9, function as adaptors to regulate Pol V occupancy to the chromatin (Matzke and Mosher, 2014; Liu et al., 2014a).

Figure 1
Schematic representation of RNA-directed DNA methylation (RdDM) pathways, illustrating a parallel comparison between canonical and non-canonical mechanisms of epigenetic regulation. The diagram highlights the coordinated roles of plant-specific DNA polymerases, small interfering RNAs (siRNAs), and key regulatory proteins including RNA-dependent RNA polymerases (RDRs), Dicer-like proteins (DCLs), and Argonaute (AGO) complexes. In the canonical RdDM pathway, DNA Polymerase IV generates siRNA, which is converted into double-stranded RNA by RDRs and subsequently processed into dsRNAs by DCLs. These dsRNAs are methylated and incorporated into AGO complexes to guide sequence-specific DNA modification. In contrast, the non-canonical pathway is initiated by DNA Polymerase II, producing single-stranded or hairpin double-stranded RNAs that are similarly processed into siRNAs. The figure also depicts the involvement of auxiliary complexes such as DDR and RNA Polymerase V in facilitating siRNA-guided transcriptional gene silencing through DNA methylation.

Figure 1. Canonical and non-canonical RNA directed DNA methylation (RdDM) in plants. SSH1 – Suppressor of gene silencing 1, CLSY – CLASSY chromatin-remodeling factor, RDR2 – RNA-Dependent RNA Polymerase 2, DCL – Dicer-Like (RNase III endonucleases), HEN1 – HUA ENHANCER 1 (small RNA methyltransferase), AGO – ARGONAUTE protein, HSP90 – Heat Shock Protein 90, DRD1 – DEFECTIVE IN RNA-DIRECTED DNA METHYLATION 1 (chromatin remodeler), RDM1 – RNA-DIRECTED DNA METHYLATION 1, DMS3 – DEFECTIVE IN MERISTEM SILENCING 3 (structural maintenance of chromosomes protein), SUVH2/9 – SU(VAR)3–9 HOMOLOG PROTEIN 2/9 (H3K9 methyltransferases), DRM3 – DOMAINS REARRANGED METHYLTRANSFERASE 3, KTF1 – KOW DOMAIN-CONTAINING TRANSCRIPTION FACTOR 1, Pol V – Plant-specific DNA dependent RNA Polymerase V, Pol IV – Plant-specific DNA dependent RNA Polymerase IV, Pol II – DNA dependent RNA Polymerase II, NRPE1 – Nuclear RNA Polymerase E1 (largest subunit of Pol V), SWI/SNF complex – SWItch/Sucrose Non-Fermentable chromatin-remodeling complex IDN/IDP complex – INVOLVED IN DE NOVO/INVOLVED IN DE NOVO PLASMID complex, ssRNA – single stranded RNA, dsRNA – double stranded RNA, Me – Methyl group (Samantara et al., 2021).

Besides the Pol IV-dependent 24-nt siRNA directed RdDM pathway, non-canonical pathway involves biogenesis of sRNAs from different sources such as Pol-II-derived mRNAs to direct the canonical RdDM pathway. Cleavage of the dsRNAs by various Dicer-like (DCL) proteins yields the sRNAs which trigger post-transcriptional gene silencing of the target loci through mRNA cleavage or translational repression. The different forms for non-canonical RdDM reported in the plant systems are (a) Inverted repeats and microRNA (miRNA) directed pathways which involve Pol II-DCL3 RdDM, (b) RDR6 RdDM pathway, (c) RdR6-DCL3 RdDM pathway, (d) Pol IV-NERD (Needed for RDR2 independent DNA methylation) RdDM pathway, (e) double strand break repairs through RdDM proteins, and (f) Dicer-independent RdDM pathway, described in detail by Cuerda-Gil and Slotkin (2016). Loading of these sRNAs into AGO4 initiates DRM2 dependent methylation of the homologous gene loci and causes transcriptional gene silencing (TGS) (Gallego‐Bartolomé, 2020).

The balance and pattern of 5-mC is maintained by both DNA methylation and demethylation. Demethylation functions to remove promiscuous methyl groups to confer the correct methylation pattern and activate/reset specific genes (Zhu et al., 2025). Active DNA demethylation involves a subfamily of DNA glycosylase which removes the CH3 group through base excision repair pathway (Zhu, 2009). When an endogenous gene promoter codes for siRNAs, it triggers gene silencing throughout RdDM dependent methylation. To prevent silencing of the endogenous gene, Repressor of Silencing 1 (ROS1) gene encodes for a DNA glycosylase (Ponferrada-Marı́n et al., 2009). In Arabidopsis, ROS1 initiates 5-mC excision by cleaving the phosphodiester bond at the removal site and leaving behind a gap which is processed as part of the base excision repair pathway by DNA polymerase and DNA ligase I (Ponferrada-Marín et al., 2009). Demeter-like proteins - DML2 and DML3, along with ROS1 and Demeter (DME) proteins contain DNA glycosylase domain to prevent DNA hypermethylation (Liu and Lang, 2020).

Advent of transcriptome-wide sequencing and mapping strategies paved the way for characterization of chemical modifiers of cellular RNA in plants. These mRNA modifications, collectively referred to as epitranscriptomes, modulates RNA metabolism and influences gene regulation. Epitranscriptomes refers to the biochemical changes including N6-methyladenosine (m6A), N1 methyladenosine (m1A), N4-acetylcytidine (Ac4C), 5-methylcytosine (m5C), 5-hydroxymethylcytosine (hm5C), m7G, and pseudouridine (ψ) modifications of the cellular RNAs (Shen et al., 2023). Among these, N6-methyladenosine (m6A) is the most abundant RNA modification influencing the polyploid genome architecture and stress tolerance patterns across the Brassica family.

Histone modifications

Histone acetylation

Histone acetylation involves covalent addition of acetyl group to lysine residues, catalyzed by histone acetyltransferase (HAT). Since acetyl group has negative charge addition of this group nullifies the electrostatic force of attraction between positively charged histone and the negatively charged DNA resulting in relaxation of the supercoiled DNA and transcription activation (Suto et al., 2000). Specific lysine residues present at N-terminal of histones are susceptible to acetylation such as in Arabidopsis, lysine residues of histone H3(K9, K14, K18, K23, and K27) and H4 (K5, K8, K12, K16, and K20) undergo acetylation (Earley et al., 2007). Arabidopsis has 12 histone acetyltransferases grouped in four families: the GNAT/HAG (GCN5-related N-acetyltransferase), the MYST (Moz, Ybf2/Sas3, Sas2, and Tip60)/HAM, the p300/CBP/HAC (histone acetyl transferase) and the TAFII250/HAF families (Fina et al., 2017). The orthologues of Arabidopsis GCN5 cause acetylation predominantly at H3K9 and H3K14 (Xue et al., 2024). The CBP/p300 family HISTONE ACETYLTRANSFERASE 1 (HAC1) promotes histone acetylation to induce flowering via a CONSTANS-dependent activation of FT (FLOWERING LOCUS-T) and SOC1 (SUPPRESSOR OF OVEREXPRESSION OF CONSTANS 1) and also functions as HAC1/5 MEDIATOR complex to regulate flowering time (Liang et al., 2025; Guo et al., 2021). HAF2 (Histone Acetyltransferase of the TAFII250 Family 2) gene regulates circadian rhythm through H3 acetylation at PRR5 (Pseudo-Response Regulator 5) and LUX (LUX ARRHYTHMO) loci (Lee and Seo, 2018). It also controls H3K14ac and H3K23ac in ethylene response (Chen et al., 2025).

Histone deacetylation

Histone deacetylation is the reversible removal of acetyl group from the lysine residues of the core histones by histone deacetylase (HDAC) and is responsible for gene transcriptional repression. In Arabidopsis and Brassica rapa, 18 and 20 HDACs have been identified respectively and categorized into three main families; HDT/HD2 family (histone deacetylase 2), RPD3/HDA1 family (Reduced Potassium Deficiency 3/histone deacetylase 1), and Sir2 family (Silent information Regulator2) (Hollender and Liu, 2008; Hu et al., 2009; Eom and Hyun, 2021). In Arabidopsis, HD2A, HD2B, and HD2C members of the HD2 family, play a significant role in plant developmental pathways and are predominantly expressed in leaves, embryonic tissues, flower and siliques whereas the HD2D is expressed mainly in stem and floral parts (Wu et al., 2000, Wu et al., 2003; Zhou et al., 2004; Tahir et al., 2022). HD2C deacetylates H3 histone at K9 and K14 residues and also interacts with HDA6 to regulate gene expression in roots (Luo et al., 2012). HDA5 (HISTONE DEACETYLASE5) one of the members of RPD3/HDA1, plays an important role in early flowering by deacetylating H3 histone of FLC chromatin and also works in association with HDA6 in multiple developmental pathways (Luo et al., 2015). Deacetylases of the Sir2 family mediates NAD+ dependent deacetylation of different substrates including histones (Tang et al., 2022).

Histone methylation

Histone methylation is the process of addition of methyl functional groups to the arginine and lysine side chains by histone lysine methyltransferase (HKMT). In A. thaliana, H3K4me3 and H3K36me3 associated with highly expressed genes, but H3K27me3 associated with lowly expressed genes or tissue-specific genes (Turck et al., 2007; Zhang et al., 2007, Zhang et al., 2009; Roudier et al., 2011). In Brassica rapa, chromatin regions marked with either H3K34me3 or H3K36me3 only shows low tissue-specific gene expression but when both are present in the regions show higher levels of expression of tissue-specific genes (Mehraj et al., 2021a). Chromatin accessibility is maintained by histone methyltransferases (HKMTases) consisting of the SET domain and histone demethylases containing the jmjC and LSD domains. Lysine-specific demethylase 1 (LSD1) involved in reversing mono- and di-methylated lysine substrates using FAD as co-factor, on the other hand Jumonji C domain-containing (JMJD), a lysine demethylases remove trimethyl mark from lysine residues at H3K9 and H3K36.

Histone ubiquitination

Histone ubiquitination process involves covalent addition of ubiquitin group composed of a 76-amino acid polypeptide, to lysine residue of histone protein via sequential action of three enzymes, E1- activating, E2-conjugating and E3-ligating enzymes (Saracco et al., 2009). The enzyme complex mediates both types of ubiquitylation (mono- or poly-) and substrate specificity. H2 mono-ubiquitylation have been well studied i.e., H2AK119ub1 participates in gene silencing via Polycomb pathway, and H2BK123ub1 participates in transcriptional initiation and elongation (Wang et al., 2004a). Besides H2Aub1 and H2Bub1, ubiquitinylation of H1, H3, and H4 are also observed in Arabidopsis (Manzano et al., 2008; Saracco et al., 2009). The modification is removed via the action of a de-ubiquitinizing enzyme such as OTU1 (Ovarian tumor domain-containing deubiquitinating enzyme 1) which removes monoubiquitin mark from H2B to inhibit DA1 and DA2 genes to regulate seed and organ size (Keren et al., 2020). Deubiquitination and histone acetylation also works in a coordinate manner because UBP5 (Ubiquitin Specific Protease 5) and histone acetyltransferase form an integral part of PEAT (PWWP, EPCR, ARID, TRB subunits) complex for an active chromatin formation in Arabidopsis thaliana (Zheng et al., 2023). This shows that ubiquitination may work in coordination with other histone modifications to regulate gene expression and developmental pathways.

Histone sumoylation

SUMO (small ubiquitin-related modifier) is a ubiquitin-like protein having 18% similarity to ubiquitin primary sequence (Melchior, 2000). It is added to lysine residue of histone via sequential action of E1, E2 and E3 enzymes similar to ubiquitylation and denotes repressive functions (Bannister and Kouzarides, 2011). In Arabidopsis, sumoylation is mediated by heterodimeric E1- consisting of single SUMO-ACTIVATING ENZYME (SAE)-2 and either of two SAE1 isoforms (SAE1a and SAE1b), transferred to single E2- SUMO-CONJUGATING ENZYME (SCE)-1 (Kurepa et al., 2003; Saracco et al., 2007). This complex is conjugated with the help of three E3 type ligases- SAP and MIZ1(SUMO E3 ligase, SIZ1; SAP AND MIZ1 DOMAIN-CONTAINING LIGASE1), METHYLMETHANESULFONATE-SENSITIVE (MMS)-21 or HIGH PLOIDY (HPY)-2, and PROTEIN INHIBITORS of ACTIVATED STAT-LIKE (PIAL)-1 and PIAL-2 (Miura et al., 2005; Cheong et al., 2009; Huang et al., 2009; Ishida et al., 2009; Tomanov et al., 2014). Based on proteomic studies in Arabidopsis thaliana, histones such as H2A variants (HTA6,7) and H2B variants (HTB2,4,9) may act as the targets for sumoylation (Augustine and Vierstra, 2018), but proper validation has not been done in any of the Brassicaceae family members.

Histone phosphorylation

Histone phosphorylation involves addition of phosphate group to serine, threonine and tyrosine of N-terminal histone tails as well as linker histone H1 by histone kinases (Rossetto et al., 2012). The action of kinases is reversible due to histone phosphatases which removes the phosphate group. In Arabidopsis, three Aurora homologs are found (AtAUR1, AtAUR2 and AtAUR3) and all of them phosphorylates H3S10 in vitro, but during mitosis, only AtAUR3 showed a localization dynamic similar to H3S10ph (Demidov et al., 2005; Kawabe et al., 2005). In Arabidopsis thaliana, immunolocalization studies show that H3S10ph modification participates during cell division in root meristem (Kelemen et al., 2025). Other than AUR family, nuclear localized PYRUVATE KINASE (PK)-6,7 and 8 modulate H3T11ph for transcriptional activation of FLC (Flowering Locus C), PRE1(Paclobutrazol Resistance 1), MYB73 (MYB Domain Protein 73), TCP4 (Teosinte Branched1/Cycloidea/PCF4) and TCP10. and consequently, regulate plant growth. H3T11ph accumulation is dependent on glucose availability which directly affects PK6 levels required for FLC dependent pathway for flowering (Hu et al., 2024). Phosphorylation of H2A at serine 95 mediated by MLK (mixed lineage kinase) 3 and 4, is essential to induce flowering and H2A.Z deposition in Arabidopsis (Huang et al., 2021), but MLK4 also phosphorylates H3T3 during flowering by silencing the FLC/MAF (FLOWERING LOCUS C/MADS AFFECTING FLOWERING) at transcriptional level (Wang et al., 2021).

Chromatin remodeling complexes

The basic characteristics of chromatin remodellers for example, their preference to bind to nucleosomes rather than DNA, and the presence of a single catalytic ATPase remain the same in plants, despite modulating multiple cellular processes (Clapier et al., 2017; Chen et al., 2017). The complexes mediate nucleosome positioning, ejection or exchange of histones via the energy obtained from ATP hydrolysis (Clapier et al., 2017), thereby controlling both the packaging and unpackaging of DNA (Gioacchini and Peterson, 2017). Dissociation of nucleosomes can be achieved by chromatin remodellers; i.e ATPases for instance, the SWI/SNF (switch/sucrose non-fermentable) complex, first characterized in yeast (Jerzmanowski, 2007; Becker and Workman, 2013). There are four families of chromatin remodeling complexes, based on the ATPase subunit composition: inositol requiring 80 (INO80), SWI/SNF, imitation switch (ISWI), and chromodomain helicase DNA-binding (CHD) complexes (Narlikar et al., 2013; Bartholomew, 2014, Yang et al., 2022). The INO80 subfamily in plants is the most recent addition to the SWI/SNF family of chromatin modifying factors, and its ATPase orthologues and homologues have been identified in yeast, flies and mammals (Jian et al., 2021; Morrison and Shen, 2009). SWI/SNF complex is evolutionarily conserved and plays key roles in defence against abiotic and biotic stresses. ISWI is an evolutionarily conserved chromatin remodeling protein subfamily, which exists in S. cerevisiae, multi-cellular organisms including fruit flies, plants and mammals. ISWI is involved in overall development and heat stress responses in Arabidopsis. CHD complexes are divided into three groups, while the group I CHD proteins participate in nucleosome positioning, the role of group II members is not known (Lu et al., 2020).

The SHPRH (sucrose non-fermenting 2 or SNF2) subfamily, present in mammals, responsible for epigenetic modifications, is characterized by the presence of conserved ATPase and RING (really interesting new gene) domains. BrCHR39 belongs to the SHPRH family. The chromatin remodeling factor, BrCHR39/Bra014815 homolog of AtCHR39, is known to positively regulate apical dominance by auxin signaling in Brassica rapa (Liu et al., 2025).

RNA-directed gene silencing

RNA-directed gene silencing (RdGS) particularly RNA interference (RNAi) is a vital epigenetic mechanism which regulates gene expression at both transcriptional as well as post-transcriptional levels through small RNAs (sRNAs), majorly small interfering RNAs (siRNAs) and microRNAs (miRNAs) in plants (Wassenegger et al., 1994; Kelly and Aramayo, 2007; Borges and Martienssen, 2015). Sequence-specific silencing of the target genes is mediated by sRNAs through DNA methylation, histone modification or mRNA cleavage (Axtell, 2013). Mechanistically DICER-like (DCL) enzymes convert double-stranded RNA (dsRNA) into short RNAs of around 21–24 nucleotides in the first step of the RdGS pathway. The RNA-induced silencing complex (RISC) is subsequently formed by loading them onto AGO proteins (El-Sappah et al., 2021; Chen et al., 2025a). Gene silencing can occur transcriptionally through the RdDM pathway by silencing transcription and altering the state of the chromatin as well as post-transcriptionally through translational repression or mRNA cleavage, depending on the type of small RNAs. Therefore, gene silencing has been categorized into two primary modes: Transcriptional Gene Silencing (TGS) and Post-Transcriptional Gene Silencing (PTGS). TGS is mediated by DNA methylation at promoter or 5’UTR regions, leading to transcriptional repression. Alternatively, PTGS is operated through methylation within coding regions or via the RISC-mediated degradation of the target mRNA post-transcriptionally. Pri-miRNAs (Primary-miRNAs) which are transcribed by Pol II are processed by DCL1 into 21–22 nt miRNAs that will load into AGO1-containing RISC for translational inhibition or cleavage of target mRNAs (El-Sappah et al., 2021; Islam et al, 2022). Moreover, PTGS is guided by Natural antisense siRNAs (nat-siRNAs) and Trans-acting small interfering RNA (ta-siRNAs) as denoted in Arabidopsis and rice (Mirlohi and He, 2016; De Alba et al, 2013; Eamens et al., 2008; Chen et al, 2025a). RdDM promotes stable, heritable silencing of specified loci by guiding DNA methylation via siRNAs, connecting PTGS to TGS. These processes support genomic integrity, particularly by silencing transposable elements (TEs), reflecting the larger function of RdDM in defense, stress, and developmental changes.

RdGS the foundational plant epigenetic mechanism modulates gene regulation, to mitigate stress response, enhancing yield and nutrient acquisition in Arabidopsis, rice, and maize (Vermeersch et al, 2013; Brosnan et al, 2007; Mlotshwa et al., 2008). In Arabidopsis, microRNAs (miRNAs) played a major role in mollifying heat and oxidative stress. Downregulation of miR398 in response to oxidative stress permits up-regulation of its targeted gene CSD2 (copper/zinc superoxide dismutase). During heat stress, the upregulation of miR398 leads to the suppression of CSD genes resulting in the accumulation of ROS that is required for initiating the heat shock responses (Guan et al., 2013). Therefore, this underscores the intricacy of small RNA responses to environmental stimuli by this dynamic regulation. Although in Brassica napus the orthologous miRNAs are present but their regulatory function in respect to stress is less explored and needs future exploration. Another stress i.e. phosphate starvation is one of the key elements limiting the plant growth and development and miRNA family regulates how plants will react to the nutritional stress by suppressing the target gene expression at the post-transcriptional or translational stage. Moreover, miRNA assists the transportation of phosphate in plants by improving susceptibility to low phosphate (Pi) conditions. Under Pi deficiency miR399 is systemically translocated from shoots to roots and becomes transcriptionally activated, where it targets phosphate acquisition and systemic signaling by PHO2 (Phosphate Overaccumulator 2)-a ubiquitin-conjugating enzyme (Fujii et al., 2005; Chiou et al, 2006). Arabidopsis consists of six members of miR399 family i.e., miR399 a-f that are produced by inducing the plant roots, which are then swiftly transmitted to the shoots after Pi absorption (Pant et al, 2009, Pegler et al., 2021; Chen et al, 2025a). In rice, each of the seven miR399 family members have a distinct biological role, as shown by the inductive expression of Osa-miR399d, f, and j while other members were induced to accumulate in the shoots under Pi-deficient scenarios (Hu et al, 2015; Du et al, 2023; Chen et al, 2025a). However, it is still unknown how miR399 family genes (miR399a-c) affects rapeseed Brassica napus sensitivity under low Pi stress. Multifunctional roles of several miRNA to confer abiotic and biotic stress in B. napus has been reviewed by Li et al (Li et al., 2022a). Long non-coding RNAs are crucial for seed oil development as they modulate the activity of diacylglycerol transferase (DGAT) for lipid metabolism in high-oleic-acid rapeseed (Wang et al., 2023; Li et al., 2023a).

Mitoepigenetics/MtDNA methylation

In plants, research on epigenetic modifications has traditionally focused on the nuclear genome. However, an emerging field termed “mitoepigenetics” investigates epigenetic modifications for regulation within the mitochondrial genome (Cao et al., 2021). Among the above-mentioned epigenetic modifications, mitochondrial DNA (mtDNA) has been reported to show evidence of cytosine methylation. Moreover, unlike the nuclear genome, plant mtDNA methylation has so far been described mainly in the CHH context (Muniandy et al., 2020). Epigenetic modulation of mtgenome has drawn interest because of its potential implications for mitochondrial genome stability, mtDNA replication, mitochondrial gene expression, and metabolic adaptation. Evidence from Brassica provides insight into how nuclear DNA methylation contributes to plant responses and developmental reprogramming (Tirnaz et al., 2022; Zhang et al., 2025; Hu et al., 2023). For instance, promoter demethylation of BramMDH1 (mitochondrial malate dehydrogenase) enhanced its expression, contributing to cross-adaptation by improving heat tolerance and growth (Liu et al., 2017b). However, in mammals, alterations in mitochondrial DNA (mtDNA) methylation, particularly in regulatory elements such as the D-loop, have been associated with diverse physiological dysfunctions (Stoccoro and Coppedè, 2021). In cancer, these modifications can suppress transcription of respiratory chain genes (Dong et al., 2020); in metabolic disorders like type 2 diabetes, they reduce ATP production; and in neurodegenerative diseases, they compromise mitochondrial performance (Wagner et al., 2022). Environmental factors including hypoxia, high-fat diets, and exposure to pollutants have also been shown to reshape mtDNA methylation landscapes. If analogous processes exist in plants, mtDNA methylation may represent an underexplored regulatory layer influencing energy metabolism, growth, and stress adaptation. Considering its biological significance, dedicated research in this field has revealed limited evidence from plants which also points in mtDNA methylation direction. For instance, in rice, mtDNA shows distinct cytosine methylation patterns between leaves and grains, which align with their different energy requirements (Muniandy et al., 2020). Likewise, in Arabidopsis and maize, stress-induced changes in mitochondrial gene activity, along with indications of mtDNA cytosine methylation, highlight the possibility that this regulatory layer influences energy metabolism, growth, and responses to environmental stress (Bhanu et al., 2020).

Despite its potential importance, both the existence and functional relevance of mtDNA methylation in plants remain uncertain. A major source of this controversy is the presence of nuclear mitochondrial insertions (NUMTs), nuclear DNA fragments derived from ancient mitochondrial sequences (Zhong et al., 2025). For instance, in Arabidopsis thaliana, Chromosome 2 carries a large NUMT region nearly twice the size of the mitochondrial genome itself, sharing 99.93% sequence identity. Unlike mtDNA, which has been suggested to show CHH-specific methylation, NUMTs exhibit heavy methylation across all cytosine contexts. This overlap introduces technical artifacts, making it difficult to clearly distinguish genuine mtDNA methylation in sequencing-based studies. Recent work by Zhong et al. (2025) strengthens this argument, showing that mtDNA exhibits negligible methylation across all cytosine contexts, whereas the corresponding NUMT regions are heavily methylated. Their conclusions, based on methyl-CpG-binding domain (MBD) protein–based affinity enrichment coupled with next-generation sequencing, suggest that many earlier reports of extensive mtDNA methylation in plants may, in fact, reflect NUMT contamination rather than true mitochondrial modifications. Taken together, these uncertainties underscore a critical gap in our understanding. While mtDNA methylation could hold significant biological importance, the evidence so far remains inconclusive. This highlights the need for rigorous, reproducible studies using refined methodologies to establish whether mitoepigenetic regulation truly exists in plants and, if so, what role it plays in cellular adaptation and metabolism.

Regulatory role of epigenetic modifications in plant development

Flower development

The developmental shift from vegetative to flowering is controlled by a complex of regulatory pathways, including, vernalization (cool temperature), gibberellin-dependent (GA), photoperiodism (day length), thermosensing, and autonomous pathways (Wang et al., 2025a; Li et al., 2025). The endogenous and environmental signals modulate expression of FLOWERING LOCUS C (FLC) and its upstream activator FRIGIDA (FRI) to synergistically regulate floral transitions (Tadege et al., 2001; Choi et al., 2011; Ding and Chen, 2018; Calderwood et al., 2021). Before cold exposure, FLC work together with SHORT VEGETATIVE PHASE (SVP) and repress the gene expression of flowering promoter genes - FLOWERING LOCUS T (FT), FLOWERING LOCUS D (FD), and SUPPRESSOR OF OVEREXPRESSION OF CONSTANS 1 (SOC1)/AGAMOUS-LIKE 20 (AGL20). SIRTUIN 1 (SRT1) is known for deacetylation of H3K9ac by binding to the TSS sites of FT & SOC1 to delay flowering. In Brassica rapa, BraSRT1, 2 have been identified through phylogenetic and expression studies, but their functional role in repressing floral transition has not been explored yet (Wang et al., 2024; Liu et al., 2017c; Zhang et al., 2018b; Eom and Hyun, 2021). High-temperature induced FT repression denoted no correlation with presence of H2A.Z in B. napus, while the opposite held true in B. rapa. Alternatively, positive correlation between BnFTA2 and H3K4me3 was observed at high temperature (Abelenda et al., 2023; Del Olmo et al., 2019).

FRI represses floral transition through two mechanisms, one of them involves recruitment of the FRI-C complex which includes SWR1 chromatin remodeling complex and H3K3 methyltransferase Set Domain Group 8 (SDG8) to the FLC locus (Figure 2). This enhances FLC gene expression through active histone modifications such as H3K4me3, H3K36me3, and H3/H4 acetylation. Loss of function of the BrSDG8 represses BrFLCs expression and causes early bolting (Fu et al., 2020). Importance of SDG8 is also conserved in B. napus where knockdown/knockout of BnSDG8.A/C may cause early flowering (Jiang et al., 2018). Numerous studies have reported the role of histone modifications leading to epigenetic silencing of the FLC locus (He, 2009). Decreased FLC expression is mediated by long non-coding RNAs, COOLAIR (BrFLC2as), which accumulate during cold conditions (Li et al., 2024). Vernalization suppresses FLC expression to promote flowering through an epigenetic switch where active histone marks are replaced with H3K9, H3K27, and H4R3 methylation, H3K4 demethylation, and histone deacetylation in the FLC chromatin (Ahmad et al., 2010). VERNALIZATION INSENSITIVE 3 (VIN3) forms a plant homeodomain-Polycomb repressive complex 2 (PHD-PRC2) to mediate histone H3K27 tri-methylation at the FLC locus (He and Amasino, 2005). UBIQUITIN-SPECIFIC PROTEASE 26 (UBP26), a deubiquitinase, enhances the levels of FLC to mediate late flowering by targeting H2B deubiquitination essential for accumulation of H3K36 trimethylation for transcriptional activation (Schmitz et al., 2009).

Figure 2
Schematic illustration depicting the involvement of diverse epigenetic modifications across key plant developmental stages, from flowering to mature plant growth. The diagram encompasses male and female gametophyte formation, fertilization, seed and embryo development, and oil biosynthesis. It also highlights the influence of environmental cues, including abiotic and biotic stresses, on epigenetic regulation. Gene activation and repression are represented through major molecular mechanisms such as DNA methylation, histone acetylation, and other chromatin-associated modifications, illustrated using distinct markers and interaction pathways within the diagram.

Figure 2. Schematic representation illustrating how key epigenetic modifications regulate development and stress perception in Brassica species through chromatin remodeling. These coordinated epigenetic switches ensure optimal plant growth, adaptive responses, and improved yield. Dark blue arrows indicate stages or processes where a particular epigenetic mechanism (such as DNA methylation, histone acetylation, or histone methylation) is highly active, whereas light blue arrows denote reduced or downregulated activity of the same mechanism. Green arrows mark the activation of target gene expression in response to favorable epigenetic states, while red arrows represent repression of gene expression mediated by repressive chromatin marks. Together, these interactions highlight how dynamic epigenetic regulation fine-tunes developmental transitions and enhances stress resilience in Brassica.

In Brassica rapa, H3K27me3 of BrFLC region regulates flowering during cold stress (Akter et al., 2019). Genome-wide analysis and transcriptomics study of H3K27me3 mark in Brassica rapa revealed that it regulates AGAMOUS-like loci during flower development (Payá-Milans et al., 2019). Curly Leaf (CLF), a PRC2 component, maintains FLC silencing by modulating H3K27me3 of the FT, SOC1, and SEP3 (SEPALLATA3) genes. Loss of function of BrCLF, led to increased BrFLC expression and early flowering in the mutants compared to the wild-type B. rapa (Poza-Viejo et al., 2024). During embryogenesis, epigenetic memory resets FLC expression through ELF6, a H3K27me3 demethylase, by removing epigenetic modifications in the next generation. Loss of BrELF6 conjured persistent H3K27me3 levels at the FLC locus causing early flowering in Brassica (Poza-Viejo et al., 2022).

Similar to its function in Arabidopsis, CONSTANS (BrCO) ortholog is regulated by the circadian clock in B. rapa and B. napus (Li et al., 2024; Kim et al., 2019; Chen et al., 2021). Cold induction causes enhanced expression of BrCKA2 and BrCKB4 (casein kinase II α and β subunits) through DNA demethylation by shortening the period of circadian clock associated 1 (BrCCA1) thereby increasing CO activity (Duan et al., 2017). HISTONE ACETYLTRANSFERASE 1 (HAC1) induces flowering via a CONSTANS-dependent activation of FT and SOC1 and also functions as HAC1/5 MEDIATOR complex to regulate flowering time (Guo et al., 2021; Liang et al., 2025). In Brassica rapa, BrHAC1 gene-silencing delayed bolting and flowering, likely to regulate FLC indirectly through upstream regulatory factors rather than direct FLC chromatin modification (Si et al., 2021). Additionally, GA boosts flowering through FT activation under long-day conditions and may also induce floral transition under short-day through SOC1 and LFY (Quiroz et al., 2021; Yu et al., 2012). In Brassica rapa, Jumonji H3K27me3 demethylase BrREF6 regulates flowering by modulating GA metabolic genes. Unlike Arabidopsis REF6, it does not alter the BrFLC gene expression. Evolutionary and expression studies have identified 60 SET {Su(var)3–9, enhancer of zeste and trithorax} domain containing proteins, 53 jumonji C (jmjC) domain-containing and 4 LSD in B. rapa but their functional validation has not been explored yet (Liu et al., 2019).

Gametogenesis

In angiosperms, gametogenesis includes lineage-specific chromatin remodeling and DNA methylation. The female gametophyte comprises two gametes - the egg cell and the central cell. CG and CHG methylation remain stable in the female gametophyte, CHH methylation in the egg cell is modulated through DRM2 and RNA Polymerase V via the RdDM pathway in Arabidopsis. CHH pattern in the egg cell is hypothesized to play a key role in transcriptional control of the early embryo development (possibly due to de novo methylation by DRM2) (Chakraborty et al., 2021; Markulin et al., 2021). “Siren” loci produce highly abundant RdDM-associated siRNAs primarily in B. rapa ovules, possibly targeting PMEs, TMK receptor-like kinases, and DUF239 genes through trans-methylation (Burgess et al., 2022; Grover et al., 2018). Production of siRNA is dependent on Pol IV, RDR2, and CLASSY 3 (putative chromatin remodeler) and siren loci which is methylated in the ovules. Contrastingly, p4-dependent siRNA production was reduced in B. rapa denoting siRNA production through other independent pathways (Huang et al., 2013).

DNA methylation levels in meiocytes, microspores, and pollen of B. rapa revealed distinct patterns for CG and CHG methylation while the CHH methylation and sexual-lineage specific methylation loci remained similar to Arabidopsis. Combination of the methylome and transcriptome data denoted activation of long terminal repeat (LTR) TEs due to low CG & CHG methylation over TE bodies and dynamic CHH methylation at the flanking regions. Activation of MET1, CMT2, and CMT3 in the meiocytes offers possible conclusion of TE expression regulation through the RdDM mediated de novo methylation (Zhang et al., 2025). In Arabidopsis, Sperm nuclei display enhanced CG and CHG methylation in comparison to CHH methylation. In contrast, Vegetative Nuclei (VN) denotes opposing trends for DNA methylation (Mahmood et al., 2024). While CHH methylation mechanisms are conserved across Brassicaceae, CG and CHG methylation patterns differ in B. rapa in comparison to Arabidopsis (Zhang et al., 2025). Chromatin uncoiling promotes DME mediated demethylation and facilitates transcriptional activation of certain transposable elements (TEs) which promotes synthesis of epigenetically activated small interfering RNAs (easiRNAs) in Arabidopsis. These siRNAs migrate to the sperm cell from the VN and may epigenetically regulate zygote and endosperm following fertilization. Specific methylation loci in the male and female sex cells denoted weak correlation in B. rapa (Zhang et al., 2025).

Sperm cells undergo chromatin remodeling due to the genome-wide loss of H3K27me3 as a consequence of (a) active demethylation by Jumonji C (JmjC) family of H3K27 demethylases, (b) reduced PRC2 activity and ability to transcribe H3K27me3, and (c) accumulation of sperm specific histone H3.10 which is resistant to K27 methylation in Arabidopsis (Borg et al., 2020; Vigneau and Borg, 2021). Removal of H3K27me3 during spermatogenesis leads to the transcription of embryogenesis-related genes, namely, LEAFY COTYLEDON 1 (LEC1) and BABY BOOM (BBM). BBM was originally identified as an AP2 domain transcription factor in the differentiated somatic cells responsible for modulating embryogenesis (Boutilier et al., 2002). Therefore, paternal H3K27me3 reprogramming is considered to prepare for sporophytic phase transition and may influence transcription in early embryogenesis. In B. napus, H3 and H4 acetylation levels were prevalent in the early stages of microspore development but as the pollen matures, repression of BnHAC5-like gene causes decreases in histone acetylation levels (Pérez-Pérez et al., 2025). Histone acetylation and DNA hypomethylation play a key role in microspore embryogenesis by enhancing chromatin decondensation and providing easy access to the transcription factors of developmental organization (Ahmadi et al., 2018).

Embryogenesis

Plant embryogenesis is driven by the asymmetric apical-basal axis development in the zygote as denoted in Arabidopsis. YODA (paternally activated MAPKK Kinase) and WOX8 (WUSCHEL-related homeobox 8) coordinate asymmetric zygote division through the YDA-WRKY2-WOX8 signaling cascade (Frost et al., 2024). While this signaling cascade is well established in Arabidopsis, its orthologs are yet to be identified in Brassica. Auxin production involves a two-step pathway - (i) through TAA1 (TRYPTOPHANE-AMINOTRANSFERASE OF ARABIDOPSIS 1) and related TAR1/TAR2 enzymes, and (ii) YUCCA monooxygenases. YUCCA transcription is methylation-dependent and may be mediated by several classes of methyltransferases. YUCCA6 was reported to modulate branch angle in B. napus but chromatin modification by methyltransferases is yet to be explored. Alternatively, the chromatin remodeling factor, BrCHR39/Bra014815 homolog of AtCHR39, is known to positively regulate apical dominance by auxin signaling by targeting BrASK18 (Arabidopsis Skp-1 like 18) in Brassica rapa (Liu et al., 2025).

Loss of CHH methylation through the RdDM pathway led to seed deformity in B. rapa (Chakraborty et al., 2021). In B. rapa, embryo hypermethylation was achieved through the RdDM pathway at both euchromatic and heterochromatic positions. Chakraborty et al. demonstrated that the autonomously derived siRNAs drive the hypermethylation in the embryos. Successful development of seeds in the rdr2 mutant despite absence of embryo hypermethylation highlighted that maintenance of methylation may not be necessary for embryogenesis (Chakraborty et al., 2021). siRNAs produced in the maternal somatic tissue might migrate to the embryo or the endosperm to target transposon-associated genes like AGAMOUS-like transcription factors and modulate seed development (Grover et al., 2020). In Arabidopsis, Endosperm maintains hypomethylated state of the maternal alleles by the demethylation activity of DME (Kordyum and Mosyakin, 2020). Such uniparental-specific gene expression patterns, known as genomic imprinting, have been identified during endosperm development (Huh et al., 2007). It has been proven to be influenced through asymmetric DNA methylation and histone repression (Liu et al., 2018; Yoshida et al., 2018). However, embryo hypermethylation did not correlate with the hypomethylated state of the endosperm in B. rapa (Chakraborty et al., 2021).

In Brassica napus BnHAC5 (CBP family) plays a pivotal role as a positive regulator of stress-induced microspore reprogramming and may activate embryogenesis genes essential for somatic embryogenesis (Pérez-Pérez et al., 2025). Through the Enhanced levels of H3K9me2, H3Ac and H4Ac were involved in transcriptional activation and proliferation during microspore embryogenesis in B. napus, suggesting the role of BnHKMT and BnHAT in somatic embryogenesis (Rodríguez-Sanz et al., 2014). Blocking the function of BnHDACs also induced haploid embryogenesis suggesting the importance of HDAC-dependent mechanisms and hyperacetylation of H3 and H4 histones in microspore embryogenesis (Li et al., 2014).

Polyploid evolution

Polyploidization drives adaptation and domestication by reshaping the transcriptome, proteome and metabolome landscape in angiosperms (Barker et al., 2024). Depending on the origin and composition of the chromosome, whole-genome duplication produces autopolyploids (single genome doubling) or allopolyploids (merging of diverging genomes) (Chen, 2007). Gene duplication in autopolyploids primarily disturbs dosage regulation, whereas in allopolyploids, interspecific hybridization triggers both genetic and epigenetic changes. Such reversible epigenetic regulations including DNA methylation and histone modification, influence the genomic balance, hybrid compatibility, and facilitate diploidization. Dominant genomes contribute more to the evolution and homeolog expression patterns in a phenomenon called subgenome dominance (Li et al., 2020a; Wang et al., 2022). Accumulation of new mutations in one of the multiple gene copies gives an added advantage by liberating genes from selection in many polyploids. Brassica’s lineage (U triangle) substantiates this process where B. napus, B. carinata, and B. juncea evolved from the interspecific hybridization and chromosomal doubling of the diploid progenitors - B. rapa, B. oleracea and B. nigra (Wang et al., 2025b).

Differential cytosine methylation patterns often emerge in polyploids causing reversible modifications in the gene expression pattern, transposon control, and subsequent genome stability. Allopolyploidy causes re-patterning in cytosine methylation over generations. B. oleracea, a diploid species, ancestor to B. napus, is more similar in its patterns of these modifications to the allotetraploid species over other diploid ancestral species, such as B. rapa (Liu et al., 2014b). These dissimilarities in DNA patterns and histone methylation can be due to genomic structure and localization of heterochromatin instead of ploidy level in Brassica species (Braszewska-Zalewska et al., 2010). Certain subsets of orthologous genes may get silenced through these epigenetic modulations. Nuclear dominance through unequal contribution of the parental genome is caused by the cytosine methylation mediated rRNA loci repression (Tucker et al., 2010). siRNA accumulation and cytosine methylation were ubiquitously distributed in the C subgenome leading to its repressed contribution than A subgenome in B. napus seeds (Ziegler et al., 2023). Epigenetic changes in the CpG methylation is upregulated in B. napus (AACC) in comparison to its diploid progenitors and remains fixed throughout generation T0 to T5, persisting over generations to affect C genome. Such changes are tightly regulated to support heterochromatin formation. While the loss of CMT3 is linked to the loss of the gbM genes in other species, however, reduced levels of mCG within gbM did not correlate with the presence of CMT3 in certain Brassica species (B. oleracea, B. rapa, and S. parvula). One of the reasons this can be attributed to is the evolution of null alleles disrupting CMT3 function, thus, leading to fewer gbM genes and methylation levels across the Brassica family. DNA methylation was also reported to be present exclusively in the heterochromatin region of B. rapa, while in B. oleracea and B. napus it was detected across both euchromatin and heterochromatin regions (Bewick et al., 2017).

Nuclear dominance is also promoted synergistically through repressive histone modifications at the uniparental rRNA loci (Chen and Pikaard, (1997a) Lawrence et al., 2004). B. oleracea rRNA genes are repressed and rRNA genes of B. rapa remain active in B. napus. Silenced loci hold potential to activate in floral organs without meiotic resetting, indicating the role of developmental plasticity in overriding epigenetic silencing (Chen and Pikaard, (1997b)). The silenced state is catalyzed by the nucleolar histone deacetylase HDT1 which causes H3K9 deacetylation and subsequent methylation. Transcriptome-wide m6A methylomes of B. napus and its diploid progenitors, B. rapa and B. oleracea revealed distinct distribution of the four epigenetic markers - H3K4me3, H3K27ac, H3K27me3, and DNA methylation, contributing to the functional divergence of the tandem and proximal duplicates (Li et al., 2023b). Therefore, these epigenetic modifications cause nuclear enlargement, genomic rearrangement, and transcriptional reprogramming to influence phenotypic diversity in polyploids.

Stress resilience

Epigenetic modification provides rapid response to various biotic and abiotic stressors and may even provide quicker future adaptations than genetic mutations. These stress-induced heritable modifications hold potential to be retained within-generation and by the next generation as ‘stress memory’ for subsequent stress adaptations in climate-smart cultivars.

Abiotic stress

The MSAP (Methylation-Sensitive Amplified Polymorphism) approach was used to identify salt and heat induced DNA methylation variation in the tolerant and sensitive rapeseed cultivars (Marconi et al., 2013; Gao et al., 2014; Guangyuan et al., 2007). Methylome and transcriptome profiling revealed heat-induced hypermethylation in the promoter region of ribosome biogenesis related genes causing abnormal flowering in B. oleracea (Yao et al., 2022). Functional roles of DNA demethylase were also identified in heat and salt stress in rapeseed. Expression profiles of DMEa and DMEb were uniformly low across major tissues, except in the ovules 15 days after flowering. Alternatively, ROS1a and ROS1b expression increased in every tissue except the mature seeds. Barring ROS1a, all the remaining demethylases denote increased expression under heat and salt stresses indicating abiotic stress can induce DNA methylation variation in B. napus (Fan et al., 2020). Genome-wide identification of 92 m6A-regulatory genes in B. napus highlighted functional divergence through tissue-specific expression patterns in response to external factors (Shan et al., 2025). Role of m6A modification in heat stress resilience of B. rapa was detected using MERIP-Seq with the 3’ UTR enriched with m6A peaks in the contrasting cultivars (Liu et al., 2020). The study further established a relationship between m6A RNA methylation and gene expression levels confirming m6A role in conferring stress tolerance. Similar study linking m6A mRNA methylation with cold stress tolerance revealed distribution of higher 5’UTR m6A in cold-resistant variety and conferred tolerance by regulation of gene expression patterns of cold responsive genes. Analysis of the gene expression profile and m6A methylation peak of zinc finger protein ZAT12 (Zinc Finger of Arabidopsis Thaliana 12) indicated positive regulation to improve cold tolerance (Ma et al., 2025). Differentially regulated siRNAs modulate heat tolerance in B. campestris by targeting several temperature and developmental processes-associated genes (Ahmed et al., 2021).

In Brassica rapa, HATs and HDACs not only maintain the histone acetylation-deacetylation balance but also regulate seed germination and peroxidase activity under low temperature to improve stress resistance (Bian et al., 2024). Reactive oxygen species (ROS) triggered S-nitrosylation of HDACs may establish stress memory and improve tolerance for future stress conditions (Kaya and Adamakis, 2025).

HD2s can also associate with HD2C to modulate stomatal closure and root growth under drought stress through ABA and salt stress responsive pathways (Luo et al., 2012). Epigenetic modifications influence several phytohormone signaling pathways to adapt to external stressors (Kaya et al., 2024). In B. rapa, B. napus and B. oleracea, 8, 14, and 10 HDT genes displayed organ-specific expression (flowers, buds and siliques) at different developmental stages under ABA and ethylene treatment, however their functional validation is pending (Xie et al., 2022). Evolutionary and expression studies reveal the role of BraHDA3 in heat stress, a homolog of AtHDA14 responsible for upregulating the proline level (Eom and Hyun, 2021). Chromatin accessibility enabled salt stress-responsive genes to exert heterotic effects by combining the advantageous alleles (Chen et al., 2025b). Thermal Resistance Gene 1 (BnTR1), an E3 ubiquitin ligase, enhanced thermotolerance in B. napus, classifying it as an important candidate for marker-assisted breeding (Liu et al., 2014c).

Overexpression of Bna-miR399c prompted down-regulation of BnPHO2 and up-regulation of key phosphate transport and signaling genes (BnPHR1, BnPHF1 and PHT1 family). This led to significant increase in the taproot length and lateral root number with a spike in Pi accumulation under low Pi stress but (Fujii et al., 2005; Chiou et al, 2006; Lin et al, 2008). Accordingly, Bna-miR399c improves transportation and absorption of Pi in soil, enhancing low Pi stress resistance in B. napus (Du et al, 2023). This validates that Brassicaceae and its miR399-PHO2 module are functionally conserved and can be used for future generation of sustainable stress-resilient mustard through genome editing and breeding programmes as it effectively regulates the homeostasis of Pi in B. napus and opens a pathway for germplasm innovation and the creation of cognitive crops with low nutrient input and high yield (Du et al., 2023; Wang et al., 2004b; Ayadi et al., 2015).

Biotic stress

Recently, the regulatory role of DNA methylation in response to white rust was indicated in B. rapa through whole-genome DNA methylation analysis. 233 and 275 differentially methylated regions (DMRs) were identified in which the CG sites showed maximum methyl group enrichment (Tirnaz et al., 2022). Differential methylated patterns were also observed in the promoters of defence genes involved in blackleg disease of B. napus, indicating the regulatory role of DNA methylation in conferring biotic stress tolerance (Tirnaz et al., 2020). Foliar herbivory in B.rapa induced DNA demethylation and phenotypic changes including morphology, flower number and scent, which notably reduced its attractiveness to pollinators. In Brassica rapa, BrHDA6 functions to enhance non-histone deacetylation of Sulphotransferase 12 (BrSOT12) to induce downey mildew resistance (Wang et al., 2025c). Additionally, differentially expressed miR5139, miR159, and miR390 led to cleavage of several genes including disease resistance associated genes in response to S. sclerotiorum infection in B. napus (Regmi et al., 2021). Brassica miRNA, miR1885, regulates both plant growth and innate immunity by silencing TIR-NBS-LRR-type resistance gene (BraTNL1) and represses the expression of CHLOROPHYLL PROTEIN 24 (BraCP24) through trans-acting silencing (Cui et al., 2020). Thus, making it an ideal target for future breeding strategies.

Important regulators involved in the maintenance of the epigenetic machinery in the Brassica family have been detailed in Table 1.

Table 1
www.frontiersin.org

Table 1. Components of epigenetic mutation in the Brassica family.

Current advances in epigenetic technologies for modulating developmental regulations

Application of high-throughput sequencing

The introduction of high-throughput sequencing (HTS) platforms has revolutionized epigenomic research by allowing for unbiased, magnified, comprehensive, and high-resolution mapping of DNA methylation patterns across whole genomes. These approaches have improved the capacity to associate methylation to transcriptional regulation, chromatin remodeling, and trait expression in crops (Talarico et al., 2024; Kumar and Mohapatra, 2021; Kumari et al., 2022). In monocots, methylation variants correlate with yield heterosis and stress adaptability, suggesting that epialleles may contribute to trait diversity beyond genetic polymorphisms in diploids as well (Talarico et al., 2024; Kakoulidou et al., 2021; Sun et al., 2018). Bisulfite sequencing (BS-Seq) is the “gold standard” approach as it provides simple and efficient detection of methylation patterns with single-base precision, as demonstrated by several studies (Cokus et al., 2008; Feng et al., 2010; Gent et al., 2013; Li et al., 2020b). The global DNA methylation patterns of the rapeseed genic male sterile line 7365A and its near-isogenic fertile line 7365B were compared using Whole genome bi-sulphite sequencing (WGBS). Genome-wide DNA methylation profiling denoted lower methylation levels in floral buds than leaves and roots (Wang et al., 2018). Tirnaz et al., 2022, performed WGBS and differentially Methylated Regions Analysis (DMRs) to analyze possible regulatory function of DNA methylation modification in defensive mechanisms that could be used to enhance biotic stress resistance (Tirnaz et al., 2022).

Reduced representation bisulfite sequencing (RRBS) uses methylation-insensitive restriction enzymes and size selection to generate genome fractions for bisulfite conversion and next-generation sequencing (NGS). Low-cytosine-coverage RRBS in plants has been used to explore methylation in B. rapa sub-genomes and Quercus promoters under temperature regimes. Chen et al. (2015) employed a modified RRBS approach to generate a genome-wide DNA methylation profile of B. rapa. These findings shed new perspective on the role of epigenetic variation in the evolution of polyploid genomes and suggest a novel mechanism for duplicate gene removal. Modified RRBS sampling profiled 2.24% of CG, 2.16% CHG, and 1.68% CHH sites in B. rapa affirming hierarchical methylation and transcription across sub-genomes (Mehraj et al., 2021b). Besides, RRBS discovered conserved and divergent methylation patterns associated with environmental adaptation and plant methylation evolution (Hsu et al., 2017; Nkongolo and Michael, 2024). Genome-wide profiles of DNA methylation and histone modification landscapes in B. napus were analyzed under salt stress and then merged with RNA-seq (Kong et al., 2025). These findings denoted that H3K27me functions antagonistically to H3K4me and suppressed gene expression of several salt stress-associated genes, implying that epigenetic modulations in B. napus are key for modulating stress response.

Study of DNA methylation regions promotes identification of methylation polymorphism which are capable of influencing phenotypic traits. Methylome sequencing revealed that heat stress induced DNA hypomethylation in the microspores of B. napus. Heat stress treatment enhanced CHG differential DNA methylation owing to overlap between the transposable elements and hypomethylated regions (Li et al., 2016). Among conventional methylation methods, MSAP (using HpaII and MspI) remains widely applied across several species including B. napus (Li et al., 2015; Xu et al., 2015; Gimenez et al., 2016a, b; Wang et al., 2016a; Kumar et al., 2016; Li et al., 2017; Abid et al., 2017). Salmon et al. evaluated 30 B. oleracea populations using MSAP to relate DNA methylation with phenotypic variability (Salmon et al., 2008). However, MSAP lacks sequence-context resolution. To overcome limitations in complex genomes, Methylation Sensitive Amplification Polymorphism Sequencing (MSAP-Seq) provides the simultaneous identification of hundreds of thousands of sites at a minimal cost.

HTS-based small RNA-seq and long-read transcriptomics have expanded understanding of regulatory RNAs. In Brassica species, small RNAs regulate glucosinolate biosynthesis, seed-oil accumulation, and photoperiod-dependent flowering. Natural epialleles modulated by RNA-mediated methylation have been identified in B. rapa and linked to stress recovery, pathogen defense, and nutritional composition (Chow and Mosher, 2023). Prediction of complex traits requires integration of genomic, transcriptomic, and methylomic data. B. rapa multi-epigenetic analyses (siRNAs, DNA methylation, H3K27me3, lncRNAs) identified candidate lncRNAs under epigenetic regulation. Transcriptome and histone-modification changes in dehydrated rapeseed showed genome-scale alterations in expression and H3K4me3/H3K27me3 patterns, especially in P5CS (Delta-1-pyrroline-5-carboxylate synthetase) genes. Targeted bisulfite sequencing revealed stress-dependent gene-body methylation in BnP5CSA.

ChIP-seq has mapped dynamic histone landscapes associated with activation (H3K4me3, H3K9ac) or repression (H3K27me3) (Kong et al., 2025). Histone marks on flowering genes such as FLC, FT, and SOC1 influence phenology and resource allocation. H3K27me3 ChIP-seq experiments were performed to identify the role of BraA.CLF as a histone methyltransferase in B. rapa (Poza-Viejo et al., 2024). Assay for Transposase-Accessible Chromatin (ATAC)-seq in Brassica is emerging with regulatory modules associated with lipid metabolism, sulfur absorption, secondary metabolite biosynthesis, and reproductive transition. ATAC-Seq identified allopolyploidization induced chromatin accessibility in B. napus. Accessible chromatin regions (ACRs) associated with H3K27me3 were relatively more accessible than the ones with H3K4me3 or H3K27ac modifications (Li et al., 2022b). H3K27me3 ChIP-seq and 3’ RNA-seq further mapped developmental chromatin dynamics in B. rapa leaves and inflorescences.

Single-cell genomics and epigenomics have advanced substantially, enabling profiling of cell-specific variants and epigenetic features in plant models. Bulk chromatin accessibility has been mapped in Arabidopsis, rice, and maize, though single-cell chromatin studies remain limited. Trans-factor binding discovery relies heavily on ChIP-seq requiring many input cells, while epigenetic and epitranscriptome modifications shape developmental programs, environmental responses, and evolutionary adaptation (Luo et al., 2020). Adapted Hi-C technologies (scHi-C) allow single-cell resolution of chromatin architecture. These technologies can be applied in Brassica where subgenome dominance complicates regulatory pathways. Single cell approaches will reveal spatial-temporal activity of epigenetic modulators and may shed light on homeolog functionality and hybrid variability.

Epibreeding in Brassica

Epibreeding utilizes heritable epigenetic variation such as DNA methylation, histone modifications, and small RNA-guided chromatin states for sustainable crop improvement (Dalakouras and Vlachostergios, 2021). In B. napus, B. rapa and B. oleracea, genome-wide methylome surveys reveal the presence of abundant natural epigenetic diversity due to whole-genome triplication and allopolyploid evolution (Feng et al., 2022; Li et al., 2022b; Hu et al., 2023). Epigenomic changes during polyploidization and hybridization, especially in CG/CHG methylation and small RNA levels, drive subgenome dominance and gene expression alteration (Chen et al., 2015). These phenomena directly influence phenotype and adaptation (Li et al., 2019). Important agronomic traits such as flowering time, seed oil composition, and stress tolerance, are affected by stable epialleles or methylation-dependent regulation (Gautam et al., 2016; Li et al., 2023; Zheng et al., 2022; Poza-Viejo et al., 2024; Hu et al., 2023). Epibreeding in Brassica involves epigenetic diversity mining, where methylation-sensitive markers, MSAP profiling, and WGBS helps in identifying stress-responsive or developmentally regulated epialleles showing transgenerational stability (Gautam et al., 2016; Wang et al., 2016b). Canola epilines were generated through consistent selection over three generations for enhanced energy use efficiency and drought tolerance (Verkest et al., 2015). The selected epilines denoted elevated expression of H3K4me3 associated stress responsive genes. These markers can be used in epi-QTL mapping to enable selection based on chromatin activity rather than DNA sequence alone (Springer and Schmitz, 2017). Such as in Brassica napus, 125 epiQTLs associated with seven agronomic traits (seed yield, oil content, glucosinolate content, flowering time, plant height, and branch number) have been identified (Long et al., 2007; Shi et al., 2009; Long et al., 2011). These epiQTLs showed methylation-based variation in centromeric and transposon regions (Long et al., 2011). Similarly, seven robust QTLs associated with pod shatter resistance on A02, A03, A05, A09 and C01 have been identified, which are located near key regulatory genes such as FUL (FRUITFULL) (Raman et al., 2023). With most epialleles showing 90–97% genetic stability across environments and generations, epiQTL represent reliable heritable targets for selection (Long et al., 2011). Utilization of these epiQTLs for epibreeding based brassica improvement programs have been an unexplored area and therefore it provides a conceptual framework to enhance resilience and productivity while conserving genome integrity. Laying the foundation for sustainable improvement of Brassica species using the epigenetic factors.

Role of epigenome editing in Brassica

Epigenetic sequencing distinguished the key epigenetic alterations correlated with the desirable traits paving the way for epigenomic-assisted selection or “epi-breeding”. However, this mode of selection relies on non-specific natural or induced variations which can be overcome through targeted genome editing by using site-specific nucleases, namely, Zinc-Finger Nucleases (ZFNs), Transcription-Activated Like Effector Nucleases (TALENs), and Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) based systems. Several studies reviewed the role of epigenome editing and its application in plants (Leech et al., 2025; Qi et al., 2023; Sen et al., 2025). Precise alteration through next-generation CRISPR/Cas systems hinges on a (i) nucleotide binding guide RNA (gRNA) which directs the (ii) Cas protein to induce double-stranded break at the target location. Recently, the technology has been repurposed to generate fusion proteins with modified epigenetic enzymes or their catalytic domain as exemplified in Figure 3. Catalytically inactive or ‘dead’ Cas9 could repress gene expression by hindering the binding of the RNA Polymerase activity, which is now referred to as CRISPR interference (CRISPRi). The CRISPR/dCas9 system integrates epigenetic effectors including DNA methyltransferase, demethylase, or histone modifiers with dCas9 protein to create epigenetic alterations at the endogenous locus without introducing permanent genetic mutations (Molla et al., 2021). For instance, the Krüppel-associated box (KRAB) domain of Kox1 is a strong transcription repressor, and is implemented for gene repression. Contrarily, CRISPR activation (CRISPRa) utilizes effector domains, including Herpes simplex viral protein (VP64), VP16, or transactivator domain of nuclear factor kappa B (p65).

Figure 3
Diagram illustrating the use of dCas9 for epigenetic modification and gene expression modulation in plants. Panel (a) shows the FWA gene for early flowering. Panel (b) displays the AREB1 gene for drought tolerance. Panel (c) illustrates the CCA1 gene for heterosis in pathogen resistance. Each panel includes a schematic of DNA with dCas9 and effector proteins targeting the genes of interest, and corresponding plant representing each trait.

Figure 3. Role of epigenome editing in Brassica. (a) CRISPR-dcas9/SUNTAG system with DRM methyltransferase as the effector protein can be used to repress FLOWERING WAGENINGEN (FWA) gene following methylation in its promoter region to induce early flowering. (b) dCas9 fused with Histone Acetyltransferase (dCas9-HAT) system can be used to target promoter region of abscisic acid (ABA)-responsive element binding protein 1 (AREB1) to drive its overexpression for enhanced drought tolerance. (c) Transcriptional activation using the CRISPR-dcas9/SUNTAG system fused with histone methyltransferase SET DOMAIN GROUP 2 (SDG2) of CIRCADIAN CLOCK ASSOCIATED 1 (CCA1) gene can be achieved by inducing H3K4me3 in its promoter region.

In Arabidopsis, researchers have successfully employed CRISPR/dCas9 systems fused with epigenetic modifiers like DNA methyltransferases (DNMTs) and demethylases (Ten Eleven Translocations 1, TET1) to add or remove chemical modifications and control gene expression in a targeted and heritable manner (Gallego-Bartolomé et al, 2018). An adapted epigenome editing technique with enhanced on target methylation efficiency, CRISPR-cas9 SunTag systems, involves fusion of dCas9 with a chain of General Control Nonderepressible 4(GCN4) peptide epitopes, where each repeat is connected to a transcription regulator through an anti-GCN4 antibody known as Single Chain Fragment Variable (scFv). SunTag is based on the principle of enhanced transcription activation due to combination of multiple transcription factors with a single promoter. Building on this foundational work in Arabidopsis, epigenome editing is being applied to Brassica crops, which are closely related to Arabidopsis and share a high degree of genome synteny. Controlling yield- related characteristics like flowering time, seed oil content, improving hybrid yield, and glucosinolate production is another important application area. For instance, epigenetic approach showed a reliable method to control the expression of genes encompassed in stress resistance which includes salinity, drought, heavy metal, cold, submergence tolerance (Benoit et al., 2019). These alterations by activating or silencing critical defense genes create specific indicators that could be beneficial for the next generation (Dai et al., 2015). Alternations in the DREB1A or RD29A via epigenetic changes showed enhancement to drought stress in rice genotypes. To induce early flowering in brassica epigenetic modulation such as silencing of FWA (FLOWERING WAGENINGEN) gene, which is responsible for delay in flowering time could be implemented like in Arabidopsis (Soppe et al., 2000). A framework for modifying important agronomic traits in Brassica without changing DNA sequences is provided by methods shown in Arabidopsis, such as dCas9-SUNTAG system mediated DNA methylation or dCas9-KRAB induced repression. However, challenges such as delivery into polyploid genomes, off-target epigenetic effects, and ensuring heritability of desired epigenetic marks must still be addressed for widespread agricultural application.

Conclusion and future perspectives

As sessile organisms, plants face an unprecedented uphill task to defend themselves from the environmental stressors while maintaining yield and nutritional quality. By understanding the underlying epigenetic mechanisms to pin genomic loci that undergo transcription modulation in response to environmental factors will pave the way for developing improved Brassica cultivars. Heritable epigenetic changes leading to activating the previously transient molecular switch will be beneficial in modulating the plant’s stress responses. Establishment of DNA methylation and histone modification patterns has been identified to influence polyploidy genome architecture and stress tolerance patterns in the Brassica family. Notably, comparative histone modification studies reveal clear knowledge gaps: although histone phosphorylation has been studied in Arabidopsis, it has not yet been identified in rapeseed mustard and related Brassica species. Histone ubiquitination remains an unexplored domain whereas histone sumoylation is a completely new domain to explore in both Arabidopsis and other Brassica species. Mechanism of H3K79 methylation is well defined in mammals, but its existence in plants is yet to be established. Future work could entail identification of orthologs in plants, specifically Brassica, to identify if these marks influence hybrid variability. Moreover, the repertoire of HATs and HDACs appears less diverse in rapeseed -mustard compared to Arabidopsis, suggesting possible lineage-specific reductions in chromatin regulatory machinery. These gaps highlight an urgent need for systematic functional characterization of histone modifiers in the polyploid Brassica genome. Several factors have been identified to modulate regulatory pathways, for instance, RVE8/LCL5 controls acetylation of TOC1. While their orthologs exist in Brassica, the underlying epigenetic mechanisms are yet to be confirmed if conserved. SRT1 modulates flowering by acetylation, but its role in ethylene regulation has also been recently highlighted. It will be interesting to understand where these pathways converge and if they are epigenetically modulated. Similarly, it will be noteworthy to identify epigenetic impact on the polyploid evolution of Brassicas and the role it plays in conferring stress tolerance. Despite the advancement in multi-omics techniques for discovering novel target sites, establishment of comprehensive regulatory networks is still pending in Brassica. Analyzing epigenome marks combined with recent single-cell technologies like INTACT may provide a complete picture of the fundamental regulatory pathways, particularly during gametogenesis and embryogenesis. Utilization of recent advancements such as APOBEC-coupled epigenetic sequencing and the CRISPR/dCas9 based epigenome editing will propel crop improvement and provide the basis for marker-assisted breeding. Additionally, crosstalk between the nuclear and mitochondrial methylation will prove advantageous for providing multi-level epigenetic adaptations.

Author contributions

RM: Writing – original draft, Writing – review & editing. SP: Writing – review & editing, Writing – original draft. KT: Writing – original draft, Writing – review & editing. PC: Writing – original draft, Writing – review & editing. IG: Writing – original draft, Writing – review & editing. RV: Writing – original draft, Writing – review & editing. JB: Writing – original draft, Writing – review & editing. AT: Writing – review & editing. RK: Writing – review & editing. TK: Writing – review & editing.

Funding

The author(s) declared that financial support was received for this work and/or its publication. The work of all the authors was supported by the ICGEB Core Fund. RSM was also supported by the UGC-JRF Fund.

Conflict of interest

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

Generative AI statement

The author(s) declared that generative AI was not used in the creation of this manuscript.

Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

References

Abelenda, JoséA., Trabanco, N., Olmo, I. D., Pozas, J., Martín-Trillo, M. M., Gómez-Garrido, J., et al. (2023). High ambient temperature impacts on flowering time in Brassica napus through both H2A. Z-dependent and independent mechanisms. Plant Cell Environ. 46, 1427–1441. doi: 10.1111/pce.14526

PubMed Abstract | Crossref Full Text | Google Scholar

Abid, G., Mingeot, D., Muhovski, Y., Mergeai, G., Aouida, M., Abdelkarim, S., et al. (2017). Analysis of DNA methylation patterns associated with drought stress response in faba bean (Vicia faba L.) using methylation-sensitive amplification polymorphism (MSAP). Environmental and Experimental Botany, 142, 34–44. doi: 10.1016/j.envexpbot.2017.08.004

Crossref Full Text | Google Scholar

Ahmad, A., Zhang, Y., and Cao, X. F. (2010). Decoding the epigenetic language of plant development. Mol. Plant 3, 719–728. doi: 10.1093/mp/ssq026

PubMed Abstract | Crossref Full Text | Google Scholar

Ahmadi, B., Ahmadi, M., and Teixeira da Silva, J. A. (2018). Microspore embryogenesis in Brassica: calcium signaling, epigenetic modification, and programmed cell death. Planta 248, 1339–1350. doi: 10.1007/s00425-018-2996-5

PubMed Abstract | Crossref Full Text | Google Scholar

Ahmed, W., Xia, Y., Li, R., Zhang, H., Siddique, K. H., and Guo (2021). Identification and analysis of small interfering RNAs associated with heat stress in flowering Chinese cabbage using high-throughput sequencing. Front. Genet. 12, 746816. doi: 10.3389/fgene.2021.746816

PubMed Abstract | Crossref Full Text | Google Scholar

Akter, A., Takahashi, S., Deng, W., Shea, D. J., Itabashi, E., Shimizu, M., et al. (2019). The histone modification H3 lysine 27 tri-methylation has conserved gene regulatory roles in the triplicated genome of Brassica rapa L. DNA Res. 26, 433–443. doi: 10.1093/dnares/dsz021

PubMed Abstract | Crossref Full Text | Google Scholar

Amoah, S., Kurup, S., Lopez, C. M. R., Welham, S. J., Powers, S. J., Hopkins, C. J., et al. (2012). A Hypomethylated population of Brassica rapa for forward and reverse Epi-genetics. BMC Plant Biol. 12. doi: 10.1186/1471-2229-12-193

PubMed Abstract | Crossref Full Text | Google Scholar

Augustine, R. C. and Vierstra, R. D. (2018). SUMOylation: re-wiring the plant nucleus during stress and development. Curr. Opin. Plant Biol. 45, 143–154. doi: 10.1016/j.pbi.2018.06.006

PubMed Abstract | Crossref Full Text | Google Scholar

Axtell, M. J. (2013). Classification and comparison of small RNAs from plants. Annu. Rev. Plant Biol. 64, 137–159. doi: 10.1146/annurev-arplant-050312-120043

PubMed Abstract | Crossref Full Text | Google Scholar

Ayadi, A., David, Arrighi, J. F., Chiarenza, S., Thibaud, M. C., Nussaume, L., et al. (2015). Reducing the genetic redundancy of Arabidopsis PHOSPHATE TRANSPORTER1 transporters to study phosphate uptake and signaling. Plant Physiol. 167, 1511–1526. doi: 10.1104/pp.114.252338

PubMed Abstract | Crossref Full Text | Google Scholar

Bannister, A. J. and Kouzarides, T. (2011). Regulation of chromatin by histone modifications. Cell Res. 21, 381–395. doi: 10.1038/cr.2011.22

PubMed Abstract | Crossref Full Text | Google Scholar

Barker, M. S., Jiao, Y., and Glennon, K. L. (2024). Doubling down on polyploid discoveries: Global advances in genomics and ecological impacts of polyploidy. Am. J. Bot. 111, e16395. doi: 10.1002/ajb2.16395

PubMed Abstract | Crossref Full Text | Google Scholar

Bartholomew, B. (2014). Regulating the chromatin landscape: structural and mechanistic perspectives. Annu. Rev. Biochem. 83, 671–696. doi: 10.1146/annurev-biochem-051810-093157

PubMed Abstract | Crossref Full Text | Google Scholar

Baulcombe, D. C. and Dean, C. (2014). Epigenetic regulation in plant responses to the environment. Cold Spring Harbor Perspect. Biol. 6, a019471. doi: 10.1101/cshperspect.a019471

PubMed Abstract | Crossref Full Text | Google Scholar

Becker, B. and Workman, J. L. (2013). Nucleosome remodeling and epigenetics. Cold Spring Harbor Perspect. Biol. 5, a017905. doi: 10.1101/cshperspect.a017905

PubMed Abstract | Crossref Full Text | Google Scholar

Begcy, K. and Dresselhaus, T. (2018). Epigenetic responses to abiotic stresses during reproductive development in cereals. Plant Reprod. 31, 343–355. doi: 10.1007/s00497-018-0343-4

PubMed Abstract | Crossref Full Text | Google Scholar

Bender, J. (2004). DNA methylation and epigenetics. Annu. Rev. Plant Biol. 55, 41–68. doi: 10.1146/annurev.arplant.55.031903.141641

PubMed Abstract | Crossref Full Text | Google Scholar

Benoit, M., Drost, H. G., Catoni, M., Gouil, Q., Lopez-Gomollon, S., Baulcombe, D., et al. (2019). Environmental and epigenetic regulation of Rider retrotransposons in tomato. PLoS genetics, 15(9), e1008370. doi: 10.1371/journal.pgen.1008370

PubMed Abstract | Crossref Full Text | Google Scholar

Bewick, A. J., Niederhuth, C. E., Ji, L., Rohr, N. A., Griffin, T., Leebens-Mack, J., et al. (2017). The evolution of CHROMOMETHYLASES and gene body DNA methylation in plants. Genome Biol. 18, 65. doi: 10.1186/s13059-017-1195-1

PubMed Abstract | Crossref Full Text | Google Scholar

Bhanu, B., Ulaganathan, K., and Shanker, A. (2020). Water stress responsive differential methylation of organellar genomes of Zea mays Z59. Am. J. Plant Sci. 11, 1077–1100. doi: 10.4236/ajps.2020.117077

Crossref Full Text | Google Scholar

Bian, L., Fahim, A. M., Wu, J., Liu, L., Pu, Y., Ma, L., et al. (2024). Systematic Analysis of the BrHAT Gene Family and Physiological Characteristics of Brassica rapa L. Treated with Histone Acetylase and Deacetylase Inhibitors under Low Temperature. Int. J. Mol. Sci. 25, 9200. doi: 10.3390/ijms25179200

PubMed Abstract | Crossref Full Text | Google Scholar

Borg, M., Jacob, Y., Susaki, D., LeBlanc, C., Buendía, D., Axelsson, E., et al. (2020). Targeted reprogramming of H3K27me3 resets epigenetic memory in plant paternal chromatin. Nat. Cell Biol. 22, 621–629. doi: 10.1038/s41556-020-0515-y

PubMed Abstract | Crossref Full Text | Google Scholar

Borges, F. and Martienssen, R. A. (2015). The expanding world of small RNAs in plants. Nat. Rev. Mol. Cell Biol. 16, 727–741. doi: 10.1038/nrm4085

PubMed Abstract | Crossref Full Text | Google Scholar

Boutilier, K., Offringa, R., Sharma, V. K., Kieft, H., Ouellet, T., Zhang, L., et al. (2002). Ectopic expression of BABY BOOM triggers a conversion from vegetative to embryonic growth. Plant Cell 14, 1737–1749. doi: 10.1105/tpc.001941

PubMed Abstract | Crossref Full Text | Google Scholar

Braszewska-Zalewska, A., Bernas, T., and Maluszynska, J. (2010). Epigenetic chromatin modifications in Brassica genomes. Genome 53, 203–210. doi: 10.1139/G09-088

PubMed Abstract | Crossref Full Text | Google Scholar

Brosnan, C. A., Mitter, N., Christie, M., Smith, N. A., Waterhouse, M., and Carroll, B. J. (2007). Nuclear gene silencing directs reception of long-distance mRNA silencing in Arabidopsis. Proc. Natl. Acad. Sci. 104, 14741–14746. doi: 10.1073/pnas.0706701104

PubMed Abstract | Crossref Full Text | Google Scholar

Burgess, D., Chow, H. T., Grover, J. W., Freeling, M., and Mosher, R. A. (2022). Ovule siRNAs methylate protein-coding genes in trans. Plant Cell 34, 3647–3664. doi: 10.1093/plcell/koac197

PubMed Abstract | Crossref Full Text | Google Scholar

Calderwood, A., Lloyd, A., Hepworth, J., Tudor, E. H., Jones, D. M., Woodhouse, S., et al. (2021). Total FLC transcript dynamics from divergent paralogue expression explains flowering diversity in Brassica napus. New Phytol. 229, 3534–3548. doi: 10.1111/nph.17131

PubMed Abstract | Crossref Full Text | Google Scholar

Cao, K., Feng, Z., Gao, F., Zang, W., and Liu, J. (2021). Mitoepigenetics: An intriguing regulatory layer in aging and metabolic-related diseases. Free Radical Biol. Med. 177, 337–346. doi: 10.1016/j.freeradbiomed.2021.10.031

PubMed Abstract | Crossref Full Text | Google Scholar

Cao, S., Chen, K., Lu, K., Chen, S., Zhang, X., Shen, C., et al. (2023). Asymmetric variation in DNA methylation during domestication and de-domestication of rice. Plant Cell 35, 3429–3443. doi: 10.1093/plcell/koad160

PubMed Abstract | Crossref Full Text | Google Scholar

Cao, X. and Jacobsen, S. E. (2002a). Locus-specific control of asymmetric and CpNpG methylation by the DRM and CMT3 methyltransferase genes. Proc. Natl. Acad. Sci. 99, 16491–16498. doi: 10.1073/pnas.162371599

PubMed Abstract | Crossref Full Text | Google Scholar

Cao, X. and Jacobsen, S. E. (2002b). Role of the Arabidopsis DRM methyltransferases in de novo DNA methylation and gene silencing. Curr. Biol. 12, 1138–1144. doi: 10.1016/S0960-9822(02)00925-9

PubMed Abstract | Crossref Full Text | Google Scholar

Chakraborty, T., Kendall, T., Grover, J. W., and Mosher, R. A. (2021). Embryo CHH hypermethylation is mediated by RdDM and is autonomously directed in Brassica rapa. Genome Biol. 22, 140. doi: 10.1186/s13059-021-02358-3

PubMed Abstract | Crossref Full Text | Google Scholar

Chen, C. Y., Shao, Z., Wang, G., Zhao, B., Hardtke, H. A., Leong, J., et al. (2024). Histone acetyltransferase HAF2 associates with pyruvate dehydrogenase complex to control H3K14ac and H3K23ac in ethylene response. Cell Rep. 44. doi: 10.1016/j.celrep.2025.115580

PubMed Abstract | Crossref Full Text | Google Scholar

Chen, J., Zhang, M., Zhang, Q., Hou, X., Jia, D., Gu, Y., et al. (2025b). Hybrid epigenome unveils parental genetic divergence shaping salt-tolerant heterosis in Brassica napus. New Phytol. 248, 1475–1490. doi: 10.1111/nph.70532

PubMed Abstract | Crossref Full Text | Google Scholar

Chen, X., Chen, Z., Watts, R., and Luo, H. (2025a). Non-coding RNAs in plant stress responses: molecular insights and agricultural applications. Plant Biotechnol. J. 23, 3195–3233. doi: 10.1111/pbi.70134

PubMed Abstract | Crossref Full Text | Google Scholar

Chen, X., Ge, X., Wang, J., Tan, C., King, G. J., and Liu, K. (2015). Genome-wide DNA methylation profiling by modified reduced representation bisulfite sequencing in Brassica rapa suggests that epigenetic modifications play a key role in polyploid genome evolution. Front. Plant Sci. 6, 836. doi: 10.3389/fpls.2015.00836

PubMed Abstract | Crossref Full Text | Google Scholar

Chen, Y., Zhou, R., Hu, Q., Wei, W., and Liu, J. (2021). Conservation and divergence of the CONSTANS-Like (COL) genes related to flowering and circadian rhythm in Brassica napus. Front. Plant Sci. 12, 760379. doi: 10.3389/fpls.2021.760379

PubMed Abstract | Crossref Full Text | Google Scholar

Chen, Z. J. and Pikaard, C. S. (1997a). Epigenetic silencing of RNA polymerase I transcription: a role for DNA methylation and histone modification in nucleolar dominance. Genes Dev. 11, 2124–2136. doi: 10.1101/gad.11.16.2124

PubMed Abstract | Crossref Full Text | Google Scholar

Chen, Z. J. and Pikaard, C. S. (1997b). Transcriptional analysis of nucleolar dominance in polyploid plants: biased expression/silencing of progenitor rRNA genes is developmentally regulated in Brassica. Proc. Natl. Acad. Sci. 94, 3442–3447. doi: 10.1073/pnas.94.7.3442

PubMed Abstract | Crossref Full Text | Google Scholar

Chen, Z. J. (2007). Genetic and epigenetic mechanisms for gene expression and phenotypic variation in plant polyploids. Annu. Rev. Plant Biol. 58, 377–406. doi: 10.1146/annurev.arplant.58.032806.103835

PubMed Abstract | Crossref Full Text | Google Scholar

Chen, Z., Li, S., Subramaniam, S., Shyy, J. Y., and Chien, S. (2017). Epigenetic regulation: a new frontier for biomedical engineers. Annu. Rev. Biomed. Eng. 19, 195–219. doi: 10.1146/annurev-bioeng-071516-044720

PubMed Abstract | Crossref Full Text | Google Scholar

Cheong, M. S., Park, H. C., Hong, M. J., Lee, J., Choi, W., Jin, J. B., et al. (2009). Specific domain structures control abscisic acid-, salicylic acid-, and stress-mediated SIZ1 phenotypes. Plant Physiol. 151, 1930–1942. doi: 10.1104/pp.109.143719

PubMed Abstract | Crossref Full Text | Google Scholar

Chiou, T. J., Aung, K., Lin, S. I., Wu, C. C., Chiang, S. F., and Su, C. L. (2006). Regulation of phosphate homeostasis by microRNA in Arabidopsis. Plant Cell 18, 412–421. doi: 10.1105/tpc.105.038943

PubMed Abstract | Crossref Full Text | Google Scholar

Choi, K., Kim, J., Hwang, H. J., Kim, S., Park, C., Kim, S. Y., et al. (2011). The FRIGIDA complex activates transcription of FLC, a strong flowering repressor in Arabidopsis, by recruiting chromatin modification factors. Plant Cell 23, 289–303. doi: 10.1105/tpc.110.075911

PubMed Abstract | Crossref Full Text | Google Scholar

Chow, H. T. and Mosher, R. A. (2023). Small RNA-mediated DNA methylation during plant reproduction. Plant Cell 35, 1787–1800. doi: 10.1093/plcell/koad010

PubMed Abstract | Crossref Full Text | Google Scholar

Clapier, C. R., Iwasa, J., Cairns, B. R., and Peterson, CL. (2017). Mechanisms of action and regulation of ATP-dependent chromatin-remodelling complexes. Nat. Rev. Mol. Cell Biol. 18, 407–422. doi: 10.1038/nrm.2017.26

PubMed Abstract | Crossref Full Text | Google Scholar

Cokus, S. J., Feng, S., Zhang, X., Chen, Z., Merriman, B., Haudenschild, C. D., et al. (2008). Shotgun bisulphite sequencing of the Arabidopsis genome reveals DNA methylation patterning. Nature 452, 215–219. doi: 10.1038/nature06745

PubMed Abstract | Crossref Full Text | Google Scholar

Cuerda-Gil, D. and Slotkin, R. K. (2016). Non-canonical RNA-directed DNA methylation. Nat. Plants 2, 1–8. doi: 10.1038/nplants.2016.163

PubMed Abstract | Crossref Full Text | Google Scholar

Cui, C., Wang, J. J., Zhao, J. H., Fang, Y. Y., He, X. F., Guo, H. S., et al. (2020). A Brassica miRNA regulates plant growth and immunity through distinct modes of action. Mol. Plant 13, 231–245. doi: 10.1016/j.molp.2019.11.010

PubMed Abstract | Crossref Full Text | Google Scholar

Dai, L. F., Chen, Y. L., Luo, X. D., Wen, X. F., Cui, F. L., Zhang, F. T., et al. (2015). Level and pattern of DNA methylation changes in rice cold tolerance introgression lines derived from Oryza rufipogon Griff. Euphytica, 205(1), 73–83. doi: 10.1007/s10681-015-1389-0

Crossref Full Text | Google Scholar

Dalakouras, A. and Vlachostergios, D. (2021). Epigenetic approaches to crop breeding: current status and perspectives. J. Exp. Bot. 72, 5356–5371. doi: 10.1093/jxb/erab227

PubMed Abstract | Crossref Full Text | Google Scholar

De Alba, A. E. M., Elvira-Matelot, E., and Vaucheret, H. (2013). Gene silencing in plants: a diversity of pathways. Biochim. Biophys. Acta (BBA) - Gene Regul. Mech. 1829, 1300–1308. doi: 10.1016/j.bbagrm.2013.10.005

PubMed Abstract | Crossref Full Text | Google Scholar

Del Olmo, I., Poza-Viejo, L., Piñeiro, M., Jarillo, J. A., and Crevillén (2019). High ambient temperature leads to reduced FT expression and delayed flowering in Brassica rapa via a mechanism associated with H2A. Z dynamics. Plant J. 100, 343–356. doi: 10.1111/tpj.14446

PubMed Abstract | Crossref Full Text | Google Scholar

Demidov, D., Van Damme, D., Geelen, D., Blattner, F. R., and Houben, A. (2005). Identification and dynamics of two classes of aurora-like kinases in Arabidopsis and other plants. Plant Cell 17, 836–848. doi: 10.1105/tpc.104.029710

PubMed Abstract | Crossref Full Text | Google Scholar

Deng, Y., Zhai, K., Xie, Z., Yang, D., Zhu, X., Liu, J., et al. (2017). Epigenetic regulation of antagonistic receptors confers rice blast resistance with yield balance. Science 355, 962–965. doi: 10.1126/science.aai8898

PubMed Abstract | Crossref Full Text | Google Scholar

Ding, M. and Chen, Z. J. (2018). Epigenetic perspectives on the evolution and domestication of polyploid plant and crops. Curr. Opin. Plant Biol. 42, 37–48. doi: 10.1016/j.pbi.2018.02.003

PubMed Abstract | Crossref Full Text | Google Scholar

Dinkar, V., Pandey, S., Kumar, A., Shiv, A., Lal, D., Bharati, A., et al. (2024). Epigenetic regulations under plant stress: a cereals perspective. Environ. Exp. Bot. 220, , 105688. doi: 10.1016/j.envexpbot.2024.105688

Crossref Full Text | Google Scholar

Dong, Z., Pu, L., and Cui, H. (2020). Mitoepigenetics and its emerging roles in cancer. Front. Cell Dev. Biol. 8, 4. doi: 10.3389/fcell.2020.00004

PubMed Abstract | Crossref Full Text | Google Scholar

Du, K., Yang, Y., Li, J., Wang, M., Jiang, J., Wu, J., et al. (2023). Functional analysis of bna-miR399c-PHO2 regulatory module involved in phosphorus stress in brassica napus. Life 13, 310. doi: 10.3390/life13020310

PubMed Abstract | Crossref Full Text | Google Scholar

Du, J., Zhong, X., Bernatavichute, Y. V., Stroud, H., Feng, S., Caro, E., et al. (2012). Dual binding of chromomethylase domains to H3K9me2-containing nucleosomes directs DNA methylation in plants. Cell 151, 167–180. doi: 10.1016/j.cell.2012.07.034

PubMed Abstract | Crossref Full Text | Google Scholar

Duan, W., Zhang, H., Zhang, B., Wu, X., Shao, S., Li, Y., et al. (2017). Role of vernalization-mediated demethylation in the floral transition of Brassica rapa. Planta 245, 227–233. doi: 10.1007/s00425-016-2622-3

PubMed Abstract | Crossref Full Text | Google Scholar

Eamens, A., Wang, M. B., Smith, N. A., and Waterhouse, M. (2008). RNA silencing in plants: yesterday, today, and tomorrow. Plant Physiol. 147, 456–468. doi: 10.1104/pp.108.117275

PubMed Abstract | Crossref Full Text | Google Scholar

Earley, K. W., Shook, M. S., Brower-Toland, B., Hicks, L., and Pikaard, C. S. (2007). In vitro specificities of Arabidopsis co-activator histone acetyltransferases: implications for histone hyperacetylation in gene activation. Plant J. 52, 615–626. doi: 10.1111/j.1365-313X.2007.03264.x

PubMed Abstract | Crossref Full Text | Google Scholar

El-Sappah, A. H., Yan, K., Huang, Q., Islam, M. M., Li, Q., Wang, Y., et al. (2021). Comprehensive mechanism of gene silencing and its role in plant growth and development. Front. Plant Sci. 12, 705249. doi: 10.3389/fpls.2021.705249

PubMed Abstract | Crossref Full Text | Google Scholar

Eom, S. H. and Hyun, T. K. (2021). Comprehensive analysis of the histone deacetylase gene family in Chinese cabbage (Brassica rapa): From evolution and expression pattern to functional analysis of BraHDA3. Agriculture 11, 244. doi: 10.3390/agriculture11030244

Crossref Full Text | Google Scholar

Fan, S., Liu, H., Liu, J., Hua, W., Xu, S., and Li, J. (2020). Systematic analysis of the DNA methylase and demethylase gene families in rapeseed (Brassica napus L.) and their expression variations after salt and heat stresses. Int. J. Mol. Sci. 21, 953. doi: 10.3390/ijms21030953

PubMed Abstract | Crossref Full Text | Google Scholar

Fang, J., Jiang, J., Leichter, S. M., Liu, J., Biswal, M., Khudaverdyan, N., et al. (2022). Mechanistic basis for maintenance of CHG DNA methylation in plants. Nat. Commun. 13, 3877. doi: 10.1038/s41467-022-31627-3

PubMed Abstract | Crossref Full Text | Google Scholar

Feng, S., Cokus, S. J., Zhang, X., Chen, P. Y., Bostick, M., Goll, M. G., et al. (2010). Conservation and divergence of methylation patterning in plants and animals. Proceedings of the National Academy of Sciences of the United States of America, 107(19), 8689–8694. doi: 10.1073/pnas.1002720107

PubMed Abstract | Crossref Full Text | Google Scholar

Feng, A. N., Kang, Z.H.A.N.G., Ling-Kui, Z., Xing, L. I., Shu-Min, C., Hua-Sen, W., et al. (2022). Genome-wide identification, evolutionary selection, and genetic variation of DNA methylation-related genes in Brassica rapa and Brassica oleracea. J. ournal Integr. Agric. 21, 1620–1632. doi: 10.1016/S2095-3119(21)63827-3

Crossref Full Text | Google Scholar

Fina, J., Masotti, F., Rius, S., Crevacuore, F., and Casati (2017). HAC1 and HAF1 histone acetyltransferases have different roles in UV-B responses in Arabidopsis. Front. Plant Sci. 8, 1179. doi: 10.3389/fpls.2017.01179

PubMed Abstract | Crossref Full Text | Google Scholar

Frost, J. M., Rhee, J. H., and Choi, Y. (2024). Dynamics of DNA methylation and its impact on plant embryogenesis. Curr. Opin. Plant Biol. 81, 102593. doi: 10.1016/j.pbi.2024.102593

PubMed Abstract | Crossref Full Text | Google Scholar

Fu, W., Huang, S., Gao, Y., Zhang, M., Qu, G., Wang, N., et al. (2020). Role of BrSDG8 on bolting in Chinese cabbage (Brassica rapa). Theor. Appl. Genet. 133, 2937–2948. doi: 10.1007/s00122-020-03647-4

PubMed Abstract | Crossref Full Text | Google Scholar

Fujii, H., Chiou, T. J., Lin, S. I., Aung, K., and Zhu, J. K. (2005). A miRNA involved in phosphate-starvation response in Arabidopsis. Curr. Biol. 15, 2038–2043. doi: 10.1016/j.cub.2005.10.016

PubMed Abstract | Crossref Full Text | Google Scholar

Gallego-Bartolomé, J., Gardiner, J., Liu, W., Papikian, A., Ghoshal, B., Kuo, H. Y., et al. (2018). Targeted DNA demethylation of the Arabidopsis genome using the human TET1 catalytic domain. Proceedings of the National Academy of Sciences, 115(9), E2125–E2134. doi: 10.1073/pnas.1716945115

PubMed Abstract | Crossref Full Text | Google Scholar

Gallego-Bartolomé, J. (2020). DNA methylation in plants: mechanisms and tools for targeted manipulation. New Phytol. 227, 38–44. doi: 10.1111/nph.16529

PubMed Abstract | Crossref Full Text | Google Scholar

Gao, G., Li, J., Li, H., Li, F., Xu, K., Yan, G., et al. (2014). Comparison of the heat stress induced variations in DNA methylation between heat-tolerant and heat-sensitive rapeseed seedlings. Breed. Sci. 64, 125–133. doi: 10.1270/jsbbs.64.125

PubMed Abstract | Crossref Full Text | Google Scholar

Gautam, M., Dang, Y., Ge, X., Shao, Y., and Li, Z. (2016). Genetic and epigenetic changes in oilseed rape (Brassica napus L.) extracted from intergeneric allopolyploid and additions with Orychophragmus. Front. Plant Sci. 7, 438. doi: 10.3389/fpls.2016.00438

PubMed Abstract | Crossref Full Text | Google Scholar

Gent, J. I., Ellis, N. A., Guo, L., Harkess, A. E., Yao, Y., Zhang, X., et al. (2013). CHH islands: de novo DNA methylation in near-gene chromatin regulation in maize. Genome Res. 23, 628–637. doi: 10.1101/gr.146985.112

PubMed Abstract | Crossref Full Text | Google Scholar

Gimenez, M. D., Yañez-Santos, A. M., Paz, R. C., Quiroga, M., Marfil, C. F., Conci, V. C., et al. (2016). Assessment of genetic and epigenetic changes in virus-free garlic (Allium sativum L.) plants obtained by meristem culture followed by in vitro propagation. Plant Cell Rep. 35, 129–141. doi: 10.1007/s00299-015-1874-x

PubMed Abstract | Crossref Full Text | Google Scholar

Gioacchini, N. and Peterson, C. L. (2017). Chromatin remodeling: a complex affair. EMBO Rep. 18, 1673–1674. doi: 10.15252/embr.201744852

PubMed Abstract | Crossref Full Text | Google Scholar

Grover, J. W., Burgess, D., Kendall, T., Baten, A., Pokhrel, S., King, G. J., et al. (2020). Abundant expression of maternal siRNAs is a conserved feature of seed development. Proc. Natl. Acad. Sci. 117, 15305–15315. doi: 10.1073/pnas.2001332117

PubMed Abstract | Crossref Full Text | Google Scholar

Grover, J. W., Kendall, T., Baten, A., Burgess, D., Freeling, M., King, G. J., et al. (2018). Maternal components of RNA-directed DNA methylation are required for seed development in Brassica rapa. Plant J. 94, 575–582. doi: 10.1111/tpj.13910

PubMed Abstract | Crossref Full Text | Google Scholar

Guan, Q., Lu, X., Zeng, H., Zhang, Y., and Zhu, J. (2013). Heat stress induction of miR398 triggers a regulatory loop that is critical for thermotolerance in Arabidopsis. Plant J. 74, 840–851. doi: 10.1111/tpj.12169

PubMed Abstract | Crossref Full Text | Google Scholar

Guangyuan, L., Xiaoming, W., Biyun, C., Gao, G., and Kun, X. (2007). Evaluation of genetic and epigenetic modification in rapeseed (Brassica napus) induced by salt stress. J. Integr. Plant Biol. 49, 1599–1607. doi: 10.1111/j.1774-7909.2007.00566.x

Crossref Full Text | Google Scholar

Guo, J., Wei, L., Chen, S. S., Cai, X. W., Su, Y. N., Li, L., et al. (2021). The CBP/p300 histone acetyltransferases function as plant-specific MEDIATOR subunits in Arabidopsis. J. Integr. Plant Biol. 63, 755–771. doi: 10.1111/jipb.13052

PubMed Abstract | Crossref Full Text | Google Scholar

He, Y. and Amasino, R. M. (2005). Role of chromatin modification in flowering-time control. Trends Plant Sci. 10, 30–35. doi: 10.1016/j.tplants.2004.11.003

PubMed Abstract | Crossref Full Text | Google Scholar

Hepworth, J. and Dean, C. (2015). Flowering Locus C’s lessons: conserved chromatin switches underpinning developmental timing and adaptation. Plant Physiol. 168, 1237–1245. doi: 10.1104/pp.15.00496

PubMed Abstract | Crossref Full Text | Google Scholar

Hollender, C. and Liu, Z. (2008). Histone deacetylase genes in Arabidopsis development. J. Integr. Plant Biol. 50, 875–885. doi: 10.1111/j.1744-7909.2008.00704.x

PubMed Abstract | Crossref Full Text | Google Scholar

Hsu, F. M., Yen, M. R., Wang, C. T., Lin, C. Y., Wang, C. J. R., and Chen, Y. (2017). Optimized reduced representation bisulfite sequencing reveals tissue-specific mCHH islands in maize. Epigenet. Chromatin 10, 42. doi: 10.1186/s13072-017-0148-y

PubMed Abstract | Crossref Full Text | Google Scholar

Hu, Y., Qin, F., Huang, L., Sun, Q., Li, C., Zhao, Y., et al. (2009). Rice histone deacetylase genes display specific expression patterns and developmental functions. Biochem. Biophys. Res. Commun. 388, 266–271. doi: 10.1016/j.bbrc.2009.07.162

PubMed Abstract | Crossref Full Text | Google Scholar

Hu, B., Wang, W., Deng, K., Li, H., Zhang, Z., Zhang, L., et al. (2015). MicroRNA399 is involved in multiple nutrient starvation responses in rice. Front. Plant Sci. 6, 188. doi: 10.3389/fpls.2015.00188

PubMed Abstract | Crossref Full Text | Google Scholar

Hu, M., Xi, Z., and Wang, J. (2023). Epigenetic regulation of subgenomic gene expression in allotetraploid Brassica napus. Plants 12, 2608. doi: 10.3390/plants12142608

PubMed Abstract | Crossref Full Text | Google Scholar

Hu, Xu, Y., Su, Y., Wang, Y., Xiong, Y., and Ding, Y. (2024). Nuclear-localized pyruvate kinases control phosphorylation of histone H3 on threonine 11. Nat. Plants 10, 1682–1697. doi: 10.1038/s41477-024-01821-w

PubMed Abstract | Crossref Full Text | Google Scholar

Huang, Y., Kendall, T., and Mosher, R. A. (2013). Pol IV-dependent siRNA production is reduced in Brassica rapa. Biology 2, 1210–1223. doi: 10.3390/biology2041210

PubMed Abstract | Crossref Full Text | Google Scholar

Huang, L., Yang, S., Zhang, S., Liu, M., Lai, J., Qi, Y., et al. (2009). The Arabidopsis SUMO E3 ligase AtMMS21, a homologue of NSE2/MMS21, regulates cell proliferation in the root. Plant J. 60, 666–678. doi: 10.1111/j.1365-313X.2009.03992.x

PubMed Abstract | Crossref Full Text | Google Scholar

Huang, T., Zhang, H., Zhou, Y., Su, Y., Zheng, H., and Ding, Y. (2021). Phosphorylation of histone H2A at serine 95 is essential for flowering time and development in Arabidopsis. Front. Plant Sci. 12, 761008. doi: 10.3389/fpls.2021.761008

PubMed Abstract | Crossref Full Text | Google Scholar

Huh, J. H., Bauer, M. J., Hsieh, T. F., and Fischer, R. (2007). Endosperm gene imprinting and seed development. Curr. Opin. Genet. Dev. 17, 480–485. doi: 10.1016/j.gde.2007.08.011

PubMed Abstract | Crossref Full Text | Google Scholar

Ishida, T., Fujiwara, S., Miura, K., Stacey, N., Yoshimura, M., Schneider, K., et al. (2009). SUMO E3 ligase HIGH PLOIDY2 regulates endocycle onset and meristem maintenance in Arabidopsis. Plant Cell 21, 2284–2297. doi: 10.1105/tpc.109.068072

PubMed Abstract | Crossref Full Text | Google Scholar

Islam, W., Tauqeer, A., Waheed, A., and Zeng, F. (2022). MicroRNA mediated plant responses to nutrient stress. Int. J. Mol. Sci. 23, 2562. doi: 10.3390/ijms23052562

PubMed Abstract | Crossref Full Text | Google Scholar

Jerzmanowski, A. (2007). SWI/SNF chromatin remodeling and linker histones in plants. Biochim. Et Biophys. Acta (BBA) - Gene Structure Expression 1769, 330–345. doi: 10.1016/j.bbaexp.2006.12.003

PubMed Abstract | Crossref Full Text | Google Scholar

Jian, Y., Shim, W., and Ma, Z. (2021). Multiple functions of SWI/SNF chromatin remodeling complex in plant-pathogen interactions. Stress Biol. 1. doi: 10.1007/s44154-021-00019-w

PubMed Abstract | Crossref Full Text | Google Scholar

Jiang, L., Li, D., Jin, L., Ruan, Y., Shen, W. H., and Liu, C. (2018). Histone lysine methyltransferases Bna SDG 8. A and Bna SDG 8. C are involved in the floral transition in Brassica napus. Plant J. 95, 672–685. doi: 10.1111/tpj.13978

PubMed Abstract | Crossref Full Text | Google Scholar

Kakoulidou, I., Avramidou, E. V., Baránek, M., Brunel-Muguet, S., Farrona, S., Johannes, F., et al. (2021). Epigenetics for crop improvement in times of global change. Biology 10, 766. doi: 10.3390/biology10080766

PubMed Abstract | Crossref Full Text | Google Scholar

Kang, L., Qian, L., Zheng, M., Chen, L., Chen, H., Yang, L., et al. (2021). Genomic insights into the origin, domestication and diversification of Brassica juncea. Nat. Genet. 53, 1392–1402. doi: 10.1038/s41588-021-00922-y

PubMed Abstract | Crossref Full Text | Google Scholar

Kawabe, A., Matsunaga, S., Nakagawa, K., Kurihara, D., Yoneda, A., Hasezawa, S., et al. (2005). Characterization of plant Aurora kinases during mitosis. Plant Mol. Biol. 58, 1–13. doi: 10.1007/s11103-005-3454-x

PubMed Abstract | Crossref Full Text | Google Scholar

Kaya, C. and Adamakis, I. D. S. (2025). Redox-epigenetic crosstalk in plant stress responses: the roles of reactive oxygen and nitrogen species in modulating chromatin dynamics. Int. J. Mol. Sci. 26, 7167. doi: 10.3390/ijms26157167

PubMed Abstract | Crossref Full Text | Google Scholar

Kaya, C., Uğurlar, F., and Adamakis, I. D. S. (2024). Epigenetic modifications of hormonal signaling pathways in plant drought response and tolerance for sustainable food security. Int. J. Mol. Sci. 25, 8229. doi: 10.3390/ijms25158229

PubMed Abstract | Crossref Full Text | Google Scholar

Kelemen, A., Uyttewaal, M., Máthé, C., Andrey, Bouchez, D., and Pastuglia, M. (2025). Semiautomatic quantification of 3D Histone H3 phosphorylation signals during cell division in Arabidopsis root meristems. New Phytologist. 247(6), 3010–3023. doi: 10.1111/nph.70365

PubMed Abstract | Crossref Full Text | Google Scholar

Kelly, W. G. and Aramayo, R. (2007). Meiotic silencing and the epigenetics of sex. Chromosome Res. 15, 633–651. doi: 10.1007/s10577-007-1143-0

PubMed Abstract | Crossref Full Text | Google Scholar

Keren, I., Lacroix, B., Kohrman, A., and Citovsky, V. (2020). Histone deubiquitinase OTU1 epigenetically regulates DA1 and DA2, which control Arabidopsis seed and organ size. Iscience 23. doi: 10.1016/j.isci.2020.100948

PubMed Abstract | Crossref Full Text | Google Scholar

Kim, J., Kim, J. H., Richards, E. J., Chung, K. M., and Woo, H. R. (2014). Arabidopsis VIM proteins regulate epigenetic silencing by modulating DNA methylation and histone modification in cooperation with MET1. Mol. Plant 7, 1470–1485. doi: 10.1093/mp/ssu079

PubMed Abstract | Crossref Full Text | Google Scholar

Kim, J. A., Shim, D., Kumari, S., Jung, H. E., Jung, K. H., Jeong, H., et al. (2019). Transcriptome analysis of diurnal gene expression in Chinese cabbage. Genes 10, 130. doi: 10.3390/genes10020130

PubMed Abstract | Crossref Full Text | Google Scholar

Kong, F., Xiao, Y., Li, J., and Wang, J. (2025). Insights into the salt stress response of allotetraploid Brassica napus from epigenetic modification and expression changes. Plant Stress 18, 101016. doi: 10.1016/j.stress.2025.101016

Crossref Full Text | Google Scholar

Kordyum, E. L. and Mosyakin, S. L. (2020). Endosperm of angiosperms and genomic imprinting. Life 10, 104. doi: 10.3390/life10070104

PubMed Abstract | Crossref Full Text | Google Scholar

Kumar, G., Rattan, U. K., and Singh, A. K. (2016). Chilling-mediated DNA methylation changes during dormancy and its release reveal the importance of epigenetic regulation during winter dormancy in apple (Malus x domestica Borkh.). PloS One 11, e0149934. doi: 10.1371/journal.pone.0149934

PubMed Abstract | Crossref Full Text | Google Scholar

Kumar, S. and Mohapatra, T. (2021). Dynamics of DNA methylation and its functions in plant growth and development. Frontiers in Plant Science, 12, 596236. doi: 10.3389/fpls.2021.596236

PubMed Abstract | Crossref Full Text | Google Scholar

Kumari, P., Khan, S., Wani, I. A., Gupta, R., Verma, S., Alam, P., et al. (2022). Unravelling the role of epigenetic modifications in development and reproduction of angiosperms: A critical appraisal. Frontiers in Genetics, 13, 819941. doi: 10.3389/fgene.2022.819941

PubMed Abstract | Crossref Full Text | Google Scholar

Kurepa, J., Walker, J. M., Smalle, J., Gosink, M. M., Davis, S. J., Durham, T. L., et al. (2003). The small ubiquitin-like modifier (SUMO) protein modification system in Arabidopsis: accumulation of SUMO1 and-2 conjugates is increased by stress. J. Biol. Chem. 278, 6862–6872. doi: 10.1074/jbc.M209694200

PubMed Abstract | Crossref Full Text | Google Scholar

Law, J. A. and Jacobsen, S. E. (2010). Establishing, maintaining and modifying DNA methylation patterns in plants and animals. Nat. Rev. Genet. 11, 204–220. doi: 10.1038/nrg2719

PubMed Abstract | Crossref Full Text | Google Scholar

Lawrence, R. J., Earley, K., Pontes, O., Silva, M., Chen, Z. J., Neves, N., et al. (2004). A concerted DNA methylation/histone methylation switch regulates rRNA gene dosage control and nucleolar dominance. Mol. Cell 13, 599–609. doi: 10.1016/S1097-2765(04)00064-4

PubMed Abstract | Crossref Full Text | Google Scholar

Lee, J. H., Mazarei, M., Pfotenhauer, A. C., Dorrough, A. B., Poindexter, M. R., Hewezi, T., et al. (2020). Epigenetic footprints of CRISPR/Cas9-mediated genome editing in plants. Front. Plant Sci. 10, 1720. doi: 10.3389/fpls.2019.01720

PubMed Abstract | Crossref Full Text | Google Scholar

Lee, K. and Seo, J. (2018). The HAF2 protein shapes histone acetylation levels of PRR5 and LUX loci in Arabidopsis. Planta 248, 513–518. doi: 10.1007/s00425-018-2921-y

PubMed Abstract | Crossref Full Text | Google Scholar

Leech, D., Previtera, D. A., Zhang, Y., Botella, J. R., and Crisp, A. (2025). Precision plant epigenome editing: what, how, and why. Trends Plant Science. doi: 10.1016/j.tplants.2025.08.009

PubMed Abstract | Crossref Full Text | Google Scholar

Le Nguyen, K., Grondin, A., Courtois, B., and Gantet (2019). Next-generation sequencing accelerates crop gene discovery. Trends Plant Sci. 24, 263–274. doi: 10.1016/j.tplants.2018.11.008

PubMed Abstract | Crossref Full Text | Google Scholar

Li, H., Soriano, M., Cordewener, J., Muiño, J. M., Riksen, T., Fukuoka, H., et al. (2014). The histone deacetylase inhibitor trichostatin a promotes totipotency in the male gametophyte. Plant Cell 26, 195–209. doi: 10.1105/tpc.113.116491

PubMed Abstract | Crossref Full Text | Google Scholar

Li, J., Huang, Q., Sun, M., Zhang, T., Li, H., Chen, B., et al. (2016). Global DNA methylation variations after short-term heat shock treatment in cultured microspores of Brassica napus cv. Topas. Scientific Reports, 6, 38401. doi: 10.1038/srep38401

PubMed Abstract | Crossref Full Text | Google Scholar

Li, J., Li, Y., Wang, R., Fu, J., Zhou, X., Fang, Y., et al. (2022a). Multiple functions of miRNAs in. Life 12, 1811. doi: 10.3390/life12111811

PubMed Abstract | Crossref Full Text | Google Scholar

Li, M., Wang, R., Wu, X., and Wang, J. (2020a). Homoeolog expression bias and expression level dominance (ELD) in four tissues of natural allotetraploid Brassica napus. BMC Genomics 21, 330. doi: 10.1186/s12864-020-6747-1

PubMed Abstract | Crossref Full Text | Google Scholar

Li, N., Xu, C., Zhang, A., Lv, R., Meng, X., Lin, X., et al. (2019). DNA methylation repatterning accompanying hybridization, whole genome doubling and homoeolog exchange in nascent segmental rice allotetraploids. New Phytol. 223, 979–992. doi: 10.1111/nph.15820

PubMed Abstract | Crossref Full Text | Google Scholar

Li, N., Yang, R., Shen, S., and Zhao, J. (2024). Molecular mechanism of flowering time regulation in Brassica rapa: similarities and differences with Arabidopsis. Hortic. Plant J. 10, 615–628. doi: 10.1016/j.hpj.2023.05.020

Crossref Full Text | Google Scholar

Li, R., Hu, F., Li, B., Zhang, Y., Chen, M., Fan, T., et al. (2020b). Whole genome bisulfite sequencing methylome analysis of mulberry (Morus alba) reveals epigenome modifications in response to drought stress. Sci. Rep. 10, 8013. doi: 10.1038/s41598-020-64975-5

PubMed Abstract | Crossref Full Text | Google Scholar

Li, S., Xia, Q., Wang, F., Yu, X., Ma, J., Kou, H., et al. (2017). Laser irradiation-induced DNA methylation changes are herita ble and accompanied with transpositional activation of mPing in rice. Front. Plant Sci. 8, 363. doi: 10.3389/fpls.2017.00363

PubMed Abstract | Crossref Full Text | Google Scholar

Li, Y., Tan, Z., Zeng, C., Xiao, M., Lin, S., Yao, W., et al. (2023a). Regulation of seed oil accumulation by lncRNAs in Brassica napus. Biotechnol Biofuels 16, 22. doi: 10.1186/s13068-022-02256-1

PubMed Abstract | Crossref Full Text | Google Scholar

Li, Y., Zhang, D., Wang, J., Yang, M., Yin, Z., Zhu, K., et al. (2025). Epigenetic regulation of floral transition. Plants 14, 3471. doi: 10.3390/plants14223471

PubMed Abstract | Crossref Full Text | Google Scholar

Li, Z., Li, M., and Wang, J. (2022b). Asymmetric subgenomic chromatin architecture impacts on gene expression in resynthesized and natural allopolyploid Brassica napus. Commun. Biol. 5, 762. doi: 10.1038/s42003-022-03729-7

PubMed Abstract | Crossref Full Text | Google Scholar

Li, Z., Li, M., Wu, X., and Wang, J. (2022b). The characteristics of mRNA m6A methylomes in allopolyploid Brassica napus and its diploid progenitors. Horticulture Res. 10, uhac230. doi: 10.1093/hr/uhac230

PubMed Abstract | Crossref Full Text | Google Scholar

Li, Z., Liu, Z., Chen, R., Li, X., Tai, Gong, Z., et al. (2015). DNA damage and genetic methylation changes caused by Cd in Arabidopsis thaliana seedlings. Environ. Toxicol. Chem. 34, 2095–2103. doi: 10.1002/etc.3033

PubMed Abstract | Crossref Full Text | Google Scholar

Liang, Z., Huang, Y., Hao, Y., Song, X., Zhu, T., Liu, C., et al. (2025). The HISTONE ACETYLTRANSFERASE 1 interacts with CONSTANS to promote flowering in Arabidopsis. J. Genet. Genomics. 52(12), 1627–1637. doi: 10.1016/j.jgg.2025.01.010

PubMed Abstract | Crossref Full Text | Google Scholar

Lin, S. I., Chiang, S. F., Lin, W. Y., Chen, J. W., Tseng, C. Y., Wu, C., et al. (2008). Regulatory network of microRNA399 and PHO2 by systemic signaling. Plant Physiol. 147, 732–746. doi: 10.1104/pp.108.116269

PubMed Abstract | Crossref Full Text | Google Scholar

Liu, G., Khan, N., Ma, X., and Hou, X. (2019). Identification, evolution, and expression profiling of histone lysine methylation moderators in Brassica rapa. Plants 8, 526. doi: 10.3390/plants8120526

PubMed Abstract | Crossref Full Text | Google Scholar

Liu, R. and Lang, Z. (2020). The mechanism and function of active DNA demethylation in plants. J. Integr. Plant Biol. 62, 148–159. doi: 10.1111/jipb.12879

PubMed Abstract | Crossref Full Text | Google Scholar

Liu, T., Li, Y., Duan, W., Huang, F., and Hou, X. (2017b). Cold acclimation alters DNA methylation patterns and confers tolerance to heat and increases growth rate in Brassica rapa. J. Exp. Bot. 68, 1213–1224. doi: 10.1093/jxb/erw496

PubMed Abstract | Crossref Full Text | Google Scholar

Liu, S., Li, X., Larsen, D. H., Zhu, X., Song, F., and Liu, F. (2017a). Drought priming at vegetative growth stage enhances nitrogen-use efficiency under post-anthesis drought and heat stress in wheat. J. Agron. Crop Sci. 203, 29–40. doi: 10.1111/jac.12190

Crossref Full Text | Google Scholar

Liu, J., Li, J., Liu, H. F., Fan, S. H., Singh, S., Zhou, X. R., et al. (2018). Genome-wide screening and analysis of imprinted genes in rapeseed (Brassica napus L.) endosperm. DNA Res. 25, 629–640. doi: 10.1093/dnares/dsy030

PubMed Abstract | Crossref Full Text | Google Scholar

Liu, S., Liu, Y., Yang, X., Tong, C., Edwards, D., Parkin, I. A., et al. (2014b). The Brassica oleracea genome reveals the asymmetrical evolution of polyploid genomes. Nat. Commun. 5, 3930. doi: 10.1038/ncomms4930

PubMed Abstract | Crossref Full Text | Google Scholar

Liu, Z. W., Shao, C. R., Zhang, C. J., Zhou, J. X., Zhang, S. W., Li, L., et al. (2014a). The SET domain proteins SUVH2 and SUVH9 are required for Pol V occupancy at RNA-directed DNA methylation loci. PloS Genet. 10, e1003948. doi: 10.1371/journal.pgen.1003948

PubMed Abstract | Crossref Full Text | Google Scholar

Liu, G., Wang, J., and Hou, X. (2020). Transcriptome-wide N6-methyladenosine (m6A) methylome profiling of heat stress in Pak-choi (Brassica rapa ss chinensis). Plants 9, 1080. doi: 10.3390/plants9091080

PubMed Abstract | Crossref Full Text | Google Scholar

Liu, Z. B., Wang, J. M., Yang, F. X., Yang, L., Yue, Y. F., Xiang, J. B., et al. (2014c). A novel membrane-bound E 3 ubiquitin ligase enhances the thermal resistance in plants. Plant Biotechnol. J. 12, 93–104. doi: 10.1111/pbi.12120

PubMed Abstract | Crossref Full Text | Google Scholar

Liu, X., Wei, W., Zhu, W., Su, L., Xiong, Z., Zhou, M., et al. (2017c). Histone deacetylase AtSRT1 links metabolic flux and stress response in Arabidopsis. Mol. Plant 10, 1510–1522. doi: 10.1016/j.molp.2017.10.010

PubMed Abstract | Crossref Full Text | Google Scholar

Liu, J., Yang, L., Zhu, W., Tian, Z., Xie, Z., Zhang, L., et al. (2025). The chromatin remodelling factor BrCHR39 positively regulates apical dominance by auxin signaling in Brassica rapa. Plant Cell Physiol. 66, 1240–1253. doi: 10.1093/pcp/pcaf075

PubMed Abstract | Crossref Full Text | Google Scholar

Liu, S., Yu, Y., Ruan, Y., Meyer, D., Wolff, M., Xu, L., et al. (2007). Plant SET-and RING-associated domain proteins in heterochromatinization. Plant J. 52, 914–926. doi: 10.1111/j.1365-313X.2007.03286.x

PubMed Abstract | Crossref Full Text | Google Scholar

Long, Y., Shi, J., Qiu, D., Li, R., Zhang, C., Wang, J., et al. (2007). Flowering time quantitative trait loci analysis of oilseed Brassica in multiple environments and genomewide alignment with Arabidopsis. Genetics 177, 2433–2444. doi: 10.1534/genetics.107.080705

PubMed Abstract | Crossref Full Text | Google Scholar

Long, Y., Xia, W., Li, R., Wang, J., Shao, M., Feng, J., et al. (2011). Epigenetic QTL mapping in Brassica napus. Genetics 189, 1093–1102. doi: 10.1534/genetics.111.131615

PubMed Abstract | Crossref Full Text | Google Scholar

Lu, Y., Tan, F., Zhao, Y., Zhou, S., Chen, X., Hu, Y., et al. (2020). A Chromodomain-Helicase-DNA-Binding factor functions in chromatin modification and gene regulation. Plant Physiol. 183, 1035–1046. doi: 10.1104/pp.20.00453

PubMed Abstract | Crossref Full Text | Google Scholar

Luo, C., Fernie, A. R., and Yan, J. (2020). Single-cell genomics and epigenomics: technologies and applications in plants. Trends Plant Sci. 25, 1030–1040. doi: 10.1016/j.tplants.2020.04.016

PubMed Abstract | Crossref Full Text | Google Scholar

Luo, M., Tai, R., Yu, C. W., Yang, S., Chen, C. Y., Lin, W. D., et al. (2015). Regulation of flowering time by the histone deacetylase HDA 5 in Arabidopsis. Plant J. 82, 925–936. doi: 10.1111/tpj.12868

PubMed Abstract | Crossref Full Text | Google Scholar

Luo, M., Wang, Y. Y., Liu, X., Yang, S., Lu, Q., Cui, Y., et al. (2012). HD2C interacts with HDA6 and is involved in ABA and salt stress response in Arabidopsis. J. Exp. Bot. 63, 3297–3306. doi: 10.1093/jxb/ers059

PubMed Abstract | Crossref Full Text | Google Scholar

Ma, L., Tao, X., Fahim, A. M., Xu, Y., Zhang, Y., Li, S., et al. (2025). Novel insights into the unique characterization of N6-methyladenosine RNA modification and regulating cold tolerance in winter Brassica rapa. Int. J. Biol. Macromolecules 303, 140460. doi: 10.1016/j.ijbiomac.2025.140460

PubMed Abstract | Crossref Full Text | Google Scholar

Mahmood, T., He, S., Abdullah, M., Sajjad, M., Jia, Y., Ahmar, S., et al. (2024). Epigenetic insight into floral transition and seed development in plants. Plant Sci. 339, 111926. doi: 10.1016/j.plantsci.2023.111926

PubMed Abstract | Crossref Full Text | Google Scholar

Manzano, C., Abraham, Z., López-Torrejón, G., and Del Pozo, J. C. (2008). Identification of ubiquitinated proteins in Arabidopsis. Plant Mol. Biol. 68, 145–158. doi: 10.1007/s11103-008-9358-9

PubMed Abstract | Crossref Full Text | Google Scholar

Marconi, G., Pace, R., Traini, A., Raggi, L., Lutts, S., Chiusano, M., et al. (2013). Use of MSAP markers to analyze the effects of salt stress on DNA methylation in rapeseed (Brassica napus var. oleifera). PloS One 8, e75597. doi: 10.1371/journal.pone.0075597

PubMed Abstract | Crossref Full Text | Google Scholar

Markulin, L., Škiljaica, A., Tokić, M., Jagić, M., Vuk, T., Bauer, N., et al. (2021). Taking the wheel–de novo DNA methylation as a driving force of plant embryonic development. Front. Plant Sci. 12, 764999. doi: 10.3389/fpls.2021.764999

PubMed Abstract | Crossref Full Text | Google Scholar

Matzke, M. A. and Mosher, R. A. (2014). RNA-directed DNA methylation: an epigenetic pathway of increasing complexity. Nat. Rev. Genet. 15, 394–408. doi: 10.1038/nrg3683

PubMed Abstract | Crossref Full Text | Google Scholar

Mehraj, H., Shea, D. J., Takahashi, S., Miyaji, N., Akter, A., Seki, M., et al. (2021b). Genome-wide analysis of long noncoding RNAs, 24-nt siRNAs, DNA methylation and H3K27me3 marks in Brassica rapa. PloS One 16, e0242530. doi: 10.1371/journal.pone.0242530

PubMed Abstract | Crossref Full Text | Google Scholar

Mehraj, H., Takahashi, S., Miyaji, N., Akter, A., Suzuki, Y., Seki, M., et al. (2021a). Characterization of histone H3 lysine 4 and 36 tri-methylation in brassica rapa L. Front. Plant Sci. 12, 659634. doi: 10.3389/fpls.2021.659634

PubMed Abstract | Crossref Full Text | Google Scholar

Melchior, F. (2000). SUMO—nonclassical ubiquitin. Annu. Rev. Cell Dev. Biol. 16, 591–626. doi: 10.1146/annurev.cellbio.16.1.591

PubMed Abstract | Crossref Full Text | Google Scholar

Meyer (2015). Epigenetic variation and environmental change. J. Exp. Bot. 66, 3541–3548. doi: 10.1093/jxb/eru502

PubMed Abstract | Crossref Full Text | Google Scholar

Mirlohi, S. and He, Y. (2016). “Small RNAs in plant response to abiotic stress,” in Abiotic and biotic stress in plants - recent advances and future perspectives (InTech).

Google Scholar

Miura, K., Rus, A., Sharkhuu, A., Yokoi, S., Karthikeyan, A. S., Raghothama, K. G., et al. (2005). The Arabidopsis SUMO E3 ligase SIZ1 controls phosphate deficiency responses. Proc. Natl. Acad. Sci. 102, 7760–7765. doi: 10.1073/pnas.0500778102

PubMed Abstract | Crossref Full Text | Google Scholar

Mlotshwa, S., Pruss, G. J., Peragine, A., Endres, M. W., Li, J., Chen, X., et al. (2008). DICER-LIKE2 plays a primary role in transitive silencing of transgenes in Arabidopsis. PloS One 3, e1755. doi: 10.1371/journal.pone.0001755

PubMed Abstract | Crossref Full Text | Google Scholar

Molla, K. A., Sretenovic, S., Bansal, K. C., and Qi, Y. (2021). Precise plant genome editing using base editors and prime editors. Nature Plants, 7(9), 1166–1187. doi: 10.1038/s41477-021-00991-1

PubMed Abstract | Crossref Full Text | Google Scholar

Morrison, A. J. and Shen, X. (2009). Chromatin remodelling beyond transcription: the INO80 and SWR1 complexes. Nat. Rev. Mol. Cell Biol. 10, 373–384. doi: 10.1038/nrm2693

PubMed Abstract | Crossref Full Text | Google Scholar

Muniandy, K., Tan, M. H., Shehnaz, S., Suresh, V., and Subramaniam, S. (2020). Cytosine methylation of rice mitochondrial DNA from grain and leaf tissues. Planta 251, 57. doi: 10.1007/s00425-020-03349-7

PubMed Abstract | Crossref Full Text | Google Scholar

Narlikar, G. J., Sundaramoorthy, R., and Owen-Hughes, T. (2013). Mechanisms and functions of ATP-dependent chromatin-remodeling enzymes. Cell, 154(3), 490–503. doi: 10.1016/j.cell.2013.07.011

PubMed Abstract | Crossref Full Text | Google Scholar

Nkongolo, K. and Michael, P. (2024). Reduced representation bisulfite sequencing (RRBS) analysis reveals variation in distribution and levels of DNA methylation in white birch (Betula papyrifera) exposed to nickel. Genome. doi: 10.1139/gen-2024-0019

PubMed Abstract | Crossref Full Text | Google Scholar

Pant, B. D., Musialak-Lange, M., Nuc, May, Buhtz, A., Kehr, J., et al. (2009). Identification of nutrient-responsive Arabidopsis and rapeseed microRNAs by comprehensive real-time polymerase chain reaction profiling and small RNA sequencing. Plant Physiol. 150, 1541–1555. doi: 10.1104/pp.109.139139

PubMed Abstract | Crossref Full Text | Google Scholar

Payá-Milans, M., Poza-Viejo, L., Martín-Uriz, S., Lara-Astiaso, D., Wilkinson, M. D., and Crevillén (2019). Genome-wide analysis of the H3K27me3 epigenome and transcriptome in Brassica rapa. GigaScience 8, giz147. doi: 10.1093/gigascience/giz147

PubMed Abstract | Crossref Full Text | Google Scholar

Pegler, J. L., Nguyen, D. Q., Oultram, J. M., Grof, C., and Eamens, A. L. (2021). Molecular manipulation of the miR396 and miR399 expression modules alters the response of Arabidopsis thaliana to phosphate stress. Plants 10, 2570. doi: 10.3390/plants10122570

PubMed Abstract | Crossref Full Text | Google Scholar

Pérez-Pérez, Y., Berenguer, E., Carneros, E., and Testillano, P. S. (2025). Increase of histone acetylation by suberoylanilide hydroxamic acid enhances microspore reprogramming and expression of somatic embryogenesis transcription factors in Brassica napus. Plant Sci. 351, 112318. doi: 10.1016/j.plantsci.2024.112318

PubMed Abstract | Crossref Full Text | Google Scholar

Pikaard, C. S. and Scheid, O. M. (2014). Epigenetic regulation in plants. Cold Spring Harbor Perspect. Biol. 6, a019315. doi: 10.1101/cshperspect.a019315

PubMed Abstract | Crossref Full Text | Google Scholar

Plskova, Z., Van Breusegem, F., and Kerchev, P. (2024). Redox regulation of chromatin remodelling in plants. Plant, Cell & Environment, 47(8), 2780–2792. doi: 10.1111/pce.14843

PubMed Abstract | Crossref Full Text | Google Scholar

Ponferrada-Marín, M. I., Roldan-Arjona, T., and Ariza, R. R. (2009). ROS1 5-methylcytosine DNA glycosylase is a slow-turnover catalyst that initiates DNA demethylation in a distributive fashion. Nucleic Acids Res. 37, 4264–4274. doi: 10.1093/nar/gkp390

PubMed Abstract | Crossref Full Text | Google Scholar

Poza-Viejo, L., Payá-Milans, M., San Martín-Uriz, Castro-Labrador, L., Lara-Astiaso, D., Wilkinson, M. D., et al. (2022). Conserved and distinct roles of H3K27me3 demethylases regulating flowering time in Brassica rapa. Plant Cell Environ. 45, 1428–1441. doi: 10.1111/pce.14258

PubMed Abstract | Crossref Full Text | Google Scholar

Poza-Viejo, L., Payá-Milans, M., Wilkinson, M. D., Piñeiro, M., Jarillo, J. A., and Crevillén (2024). Brassica rapa CURLY LEAF is a major H3K27 methyltransferase regulating flowering time. Planta 260, 27. doi: 10.1007/s00425-024-04454-7

PubMed Abstract | Crossref Full Text | Google Scholar

Qi, Q., Hu, B., Jiang, W., Wang, Y., Yan, J., Ma, F., et al. (2023). Advances in plant epigenome editing research and its application in plants. Int. J. Mol. Sci. 24, 3442. doi: 10.3390/ijms24043442

PubMed Abstract | Crossref Full Text | Google Scholar

Quiroz, S., Yustis, J. C., Chávez-Hernández, E. C., Martínez, T., Sanchez, M. D. L., Garay-Arroyo, A., et al. (2021). Beyond the genetic pathways, flowering regulation complexity in Arabidopsis thaliana. Int. J. Mol. Sci. 22, 5716. doi: 10.3390/ijms22115716

PubMed Abstract | Crossref Full Text | Google Scholar

Raju, S. K. K., Shao, M. R., Sanchez, R., Xu, Y. Z., Sandhu, A., Graef, G., et al. (2018). An epigenetic breeding system in soybean for increased yield and stability. Plant Biotechnol. J. 16, 1836–1847. doi: 10.1111/pbi.12919

PubMed Abstract | Crossref Full Text | Google Scholar

Raman, H., Raman, R., Sharma, N., Cui, X., McVittie, B., Qiu, Y., et al. (2023). Novel quantitative trait loci from an interspecific Brassica rapa derivative improve pod shatter resistance in Brassica napus. Front. Plant Sci. 14, 1233996. doi: 10.3389/fpls.2023.1233996

PubMed Abstract | Crossref Full Text | Google Scholar

Regmi, R., Newman, T. E., Kamphuis, L. G., and Derbyshire, M. C. (2021). Identification of Brassica napus small RNAs responsive to infection by a necrotrophic pathogen. BMC Plant Biol. 21, 366. doi: 10.1186/s12870-021-03148-6

PubMed Abstract | Crossref Full Text | Google Scholar

Rodríguez-Sanz, H., Moreno-Romero, J., Solís, M. T., Köhler, C., Risueño, M. C., and Testillano, S. (2014). Changes in histone methylation and acetylation during microspore reprogramming to embryogenesis occur concomitantly with BnHKMT and BnHAT expression and are associated with cell totipotency, proliferation, and differentiation in Brassica napus. Cytogenetic Genome Res. 143, 209–218. doi: 10.1159/000365261

PubMed Abstract | Crossref Full Text | Google Scholar

Rossetto, D., Avvakumov, N., and Côté, J. (2012). Histone phosphorylation: a chromatin modification involved in diverse nuclear events. Epigenetics 7, 1098–1108. doi: 10.4161/epi.21975

PubMed Abstract | Crossref Full Text | Google Scholar

Roudier, F., Ahmed, I., Bérard, C., Sarazin, A., Mary-Huard, T., Cortijo, S., et al. (2011). Integrative epigenomic mapping defines four main chromatin states in Arabidopsis. EMBO J. 30, 1928–1938. doi: 10.1038/emboj.2011.103

PubMed Abstract | Crossref Full Text | Google Scholar

Salmon, A., Clotault, J., Jenczewski, E., Chable, V., and Manzanares-Dauleux, M. J. (2008). Brassica oleracea displays a high level of DNA methylation polymorphism. Plant Sci. 174, 61–70. doi: 10.1016/j.plantsci.2007.09.012

Crossref Full Text | Google Scholar

Samantara, K., Shiv, A., de Sousa, L. L., Sandhu, K. S., Priyadarshini, P., Mohapatra, S. R., et al. (2021). A comprehensive review on epigenetic mechanisms and application of epigenetic modifications for crop improvement. Environmental and Experimental Botany, 188, 104479. doi: 10.1016/j.envexpbot.2021.104479

Crossref Full Text | Google Scholar

Saracco, S. A., Hansson, M., Scalf, M., Walker, J. M., Smith, L. M., and Vierstra, R. D. (2009). Tandem affinity purification and mass spectrometric analysis of ubiquitylated proteins in Arabidopsis. Plant J. 59, 344–358. doi: 10.1111/j.1365-313X.2009.03862.x

PubMed Abstract | Crossref Full Text | Google Scholar

Saracco, S. A., Miller, M. J., Kurepa, J., and Vierstra, R. D. (2007). Genetic analysis of SUMOylation in Arabidopsis: conjugation of SUMO1 and SUMO2 to nuclear proteins is essential. Plant Physiol. 145, 119–134. doi: 10.1104/pp.107.102285

PubMed Abstract | Crossref Full Text | Google Scholar

Schmitz, R. J., Tamada, Y., Doyle, M. R., Zhang, X., and Amasino, R. M. (2009). Histone H2B deubiquitination is required for transcriptional activation of FLOWERING LOCUS C and for proper control of flowering in Arabidopsis. Plant Physiol. 149, 1196–1204. doi: 10.1104/pp.108.131508

PubMed Abstract | Crossref Full Text | Google Scholar

Sen, M. K., Sellamuthu, G., Mondal, S. K., Varshney, R. K., and Roy, A. (2025). Epigenome editing for herbicide resistance crops. Trends Plant Science. 30(11), 1201–10. doi: 10.1016/j.tplants.2025.05.003

PubMed Abstract | Crossref Full Text | Google Scholar

Sena, S., Prakash, A., Van Staden, J., and Kumar, V. (2024). Epigenetic control of plant regeneration: Unraveling the role of histone methylation. Curr. Plant Biol. 40, 100408. doi: 10.1016/j.cpb.2024.100408

Crossref Full Text | Google Scholar

Shan, C., Dong, K., Wen, D., Ye, Z., Hu, F., Zekraoui, M., et al. (2025). Writers, readers, and erasers of N6-Methyladenosine (m6A) methylomes in oilseed rape: identification, molecular evolution, and expression profiling. BMC Plant Biol. 25, 147. doi: 10.1186/s12870-025-06127-3

PubMed Abstract | Crossref Full Text | Google Scholar

Shen, Q., Lin, Y., Li, Y., and Wang, G. (2021). Dynamics of H3K27me3 modification on plant adaptation to environmental cues. Plants 10, 1165. doi: 10.3390/plants10061165

PubMed Abstract | Crossref Full Text | Google Scholar

Shen, L., Ma, J., Li, Wu, Y., and Yu, H. (2023). Recent advances in the plant epitranscriptome. Genome Biol. 24, 43. doi: 10.1186/s13059-023-02872-6

PubMed Abstract | Crossref Full Text | Google Scholar

Shi, J., Li, R., Qiu, D., Jiang, C., Long, Y., Morgan, C., et al. (2009). Unraveling the complex trait of crop yield with quantitative trait loci mapping in Brassica napus. Genet 182, 851–861. doi: 10.1534/genetics.109.101642

PubMed Abstract | Crossref Full Text | Google Scholar

Shook, M. S. and Richards, E. J. (2014). VIM proteins regulate transcription exclusively through the MET1 cytosine methylation pathway. Epigenetics 9, 980–986. doi: 10.4161/epi.28906

PubMed Abstract | Crossref Full Text | Google Scholar

Si, S., Zhang, M., Hu, Y., Wu, C., Yang, Y., Luo, S., et al. (2021). BrcuHAC1 is a histone acetyltransferase that affects bolting development in Chinese flowering cabbage. J. Genet. 100, 56. doi: 10.1007/s12041-021-01303-4

PubMed Abstract | Crossref Full Text | Google Scholar

Soppe, W. J., Jacobsen, S. E., Alonso-Blanco, C., Jackson, J. P., Kakutani, T., Koornneef and Peeters, M. A. J., et al. (2000). The late flowering phenotype of fwa mutants is caused by gain-of-function epigenetic alleles of a homeodomain gene. Molecular cell, 6(4), 791–802. doi: 10.1016/s1097-2765(05)00090-0

PubMed Abstract | Crossref Full Text | Google Scholar

Springer, N. M. and Schmitz, R. J. (2017). Exploiting induced and natural epigenetic variation for crop improvement. Nat. Rev. Genet. 18, 563–575. doi: 10.1038/nrg.2017.45

PubMed Abstract | Crossref Full Text | Google Scholar

Stoccoro, A. and Coppedè, F. (2021). Mitochondrial DNA methylation and human diseases. Int. J. Mol. Sci. 22, 4594. doi: 10.3390/ijms22094594

PubMed Abstract | Crossref Full Text | Google Scholar

Sun, L., Miao, X., Cui, J., Deng, J., Wang, X., Wang, Y., et al. (2018). Genome-wide high-resolution mapping of DNA methylation identifies epigenetic variation across different salt stress in Maize (Zea mays L.). Euphytica 214, 25. doi: 10.1007/s10681-017-2076-0

Crossref Full Text | Google Scholar

Suto, R. K., Clarkson, M. J., Tremethick, D. J., and Luger, K. (2000). Crystal structure of a nucleosome core particle containing the variant histone H2A. Z. Nat. Struct. Biol. 7, 1121–1124. doi: 10.1038/81971

PubMed Abstract | Crossref Full Text | Google Scholar

Tadege, M., Sheldon, C. C., Helliwell, C. A., Stoutjesdijk, Dennis, E. S., and Peacock, W. J. (2001). Control of flowering time by FLC orthologues in Brassica napus. Plant J. 28, 545–553. doi: 10.1046/j.1365-313X.2001.01182.x

PubMed Abstract | Crossref Full Text | Google Scholar

Tahir, M. S., Karagiannis, J., and Tian, L. (2022). HD2A and HD2C co-regulate drought stress response by modulating stomatal closure and root growth in Arabidopsis. Front. Plant Sci. 13, 1062722. doi: 10.3389/fpls.2022.1062722

PubMed Abstract | Crossref Full Text | Google Scholar

Talarico, E., Zambelli, A., Araniti, F., Greco, E., Chiappetta, A., and Bruno, L. (2024). Unravelling the epigenetic code: DNA methylation in plants and its role in stress response. Epigenomes 8, 30. doi: 10.3390/epigenomes8030030

PubMed Abstract | Crossref Full Text | Google Scholar

Tang, W. S., Zhong, L., Ding, Q. Q., Dou, Y. N., Li, W. W., Xu, Z. S., et al. (2022). Histone deacetylase AtSRT2 regulates salt tolerance during seed germination via repression of vesicle-associated membrane protein 714 (VAMP714) in Arabidopsis. New Phytol. 234, 1278–1293. doi: 10.1111/nph.18060

PubMed Abstract | Crossref Full Text | Google Scholar

Tirnaz, S., Merce, C., Bayer, E., Severn-Ellis, A. A., Edwards, D., and Batley, J. (2020). Effect of Leptosphaeria maculans infection on promoter DNA methylation of defence genes in Brassica napus. Agronomy 10, 1072. doi: 10.3390/agronomy10081072

Crossref Full Text | Google Scholar

Tirnaz, S., Miyaji, N., Takuno, S., Bayer, E., Shimizu, M., Akter, M. A., et al. (2022). Whole-genome DNA methylation analysis in Brassica rapa subs perviridis in response to Albugo candida infection. Front. Plant Sci. 13, 849358. doi: 10.3389/fpls.2022.849358

PubMed Abstract | Crossref Full Text | Google Scholar

Tomanov, K., Zeschmann, A., Hermkes, R., Eifler, K., Ziba, I., Grieco, M., et al. (2014). Arabidopsis PIAL1 and 2 promote SUMO chain formation as E4-type SUMO ligases and are involved in stress responses and sulfur metabolism. Plant Cell 26, 4547–4560. doi: 10.1105/tpc.114.131300

PubMed Abstract | Crossref Full Text | Google Scholar

Tucker, S., Vitins, A., and Pikaard, C. S. (2010). Nucleolar dominance and ribosomal RNA gene silencing. Curr. Opin. Cell Biol. 22, 351–356. doi: 10.1016/j.ceb.2010.03.009

PubMed Abstract | Crossref Full Text | Google Scholar

Turck, F., Roudier, F., Farrona, S., Martin-Magniette, M. L., Guillaume, E., Buisine, N., et al. (2007). Arabidopsis TFL2/LHP1 specifically associates with genes marked by trimethylation of histone H3 lysine 27. PloS Genet. 3, e86. doi: 10.1371/journal.pgen.0030086

PubMed Abstract | Crossref Full Text | Google Scholar

Verkest, A., Byzova, M., Martens, C., Willems, Verwulgen, T., Slabbinck, B., et al. (2015). Selection for improved energy use efficiency and drought tolerance in canola results in distinct transcriptome and epigenome changes. Plant Physiol. 168, 1338–1350. doi: 10.1104/pp.15.00155

PubMed Abstract | Crossref Full Text | Google Scholar

Vermeersch, L., De Winne, N., Nolf, J., Bleys, A., Kovařík, A., and Depicker, A. (2013). Transitive RNA silencing signals induce cytosine methylation of a transgenic but not an endogenous target. Plant J. 74, 867–879. doi: 10.1111/tpj.12172

PubMed Abstract | Crossref Full Text | Google Scholar

Vigneau, J. and Borg, M. (2021). The epigenetic origin of life history transitions in plants and algae. Plant Reprod. 34, 267–285. doi: 10.1007/s00497-021-00422-3

PubMed Abstract | Crossref Full Text | Google Scholar

Wagner, A., Kosnacova, H., Chovanec, M., and Jurkovicova, D. (2022). Mitochondrial genetic and epigenetic regulations in cancer: Therapeutic potential. Int. J. Mol. Sci. 23, 7897. doi: 10.3390/ijms23147897

PubMed Abstract | Crossref Full Text | Google Scholar

Wambui Mbichi, R., Wang, Q. F., and Wan, T. (2020). RNA directed DNA methylation and seed plant genome evolution. Plant Cell Rep. 39, 983–996. doi: 10.1007/s00299-020-02558-4

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, Z., Kang, J., Armando Casas-Mollano, J., Dou, Y., Jia, S., Yang, Q., et al. (2021). MLK4-mediated phosphorylation of histone H3T3 promotes flowering by transcriptional silencing of FLC/MAF in Arabidopsis thalian a. Plant J. 105, 1400–1412. doi: 10.1111/tpj.15122

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, G. X., Lv, J., Zhang, J., Han, S., Zong, M., Guo, N., et al. (2016b). Genetic and epigenetic alterations of Brassica nigra introgression lines from somatic hybridization: a resource for cauliflower improvement. Front. Plant Sci. 7,1258. doi: 10.3389/fpls.2016.01258

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, Y., Ribot, C., Rezzonico, E., and Poirier, Y. (2004b). Structure and expression profile of the Arabidopsis PHO1 gene family indicates a broad role in inorganic phosphate homeostasis. Plant Physiol. 135, 400–411. doi: 10.1104/pp.103.037945

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, Su, L., Cao, L., Hu, H., Wan, H., Wu, C., et al. (2024). AtSRT1 regulates flowering by regulating flowering integrators and energy signals in Arabidopsis. Plant Physiol. Biochem. 213, 108841. doi: 10.1016/j.plaphy.2024.108841

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, T., van Dijk, A. D., Cai, X., Wu, J., Bonnema, G., and Wang, X. (2025b). Brassica diversity through the lens of polyploidy: genomic evolution, introgression, and homoeologous exchange. Hortic. Plant J. 11 (5). doi: 10.1016/j.hpj.2025.08.002

Crossref Full Text | Google Scholar

Wang, H., Wang, L., Erdjument-Bromage, H., Vidal, M., Tempst, Jones, R. S., et al. (2004a). Role of histone H2A ubiquitination in Polycomb silencing. Nature 431, 873–878. doi: 10.1038/nature02985

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, J., Wang, Q., Gao, J., Lei, Y., Zhang, J., Zou, J., et al. (2025a). Genetic regulatory pathways of plant flowering time affected by abiotic stress. Plant Stress, 100747. doi: 10.1016/j.stress.2025.100747

Crossref Full Text | Google Scholar

Wang, Z., Wu, X., Wu, Z., An, H., Yi, B., Wen, J., et al. (2018). Genome-wide DNA methylation comparison between Brassica napus genic male sterile line and restorer line. Int. J. Mol. Sci. 19, 2689. doi: 10.3390/ijms19092689

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, Z., Yang, J., Cheng, F., Li, Xin, X., Wang, W., et al. (2022). Subgenome dominance and its evolutionary implications in crop domestication and breeding. Horticulture Res. 9, uhac090. doi: 10.1093/hr/uhac090

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, B., Zhang, M., Fu, R., Qian, X., Rong, Zhang, Y., et al. (2016a). Epigenetic mechanisms of salt tolerance and heterosis in Upland cotton (Gossypium hirsutum L.) revealed by methylation-sensitive amplified polymorphism analysis. Euphytica 208, 477–491. doi: 10.1007/s10681-015-1586-x

Crossref Full Text | Google Scholar

Wang, X., Zhao, D., Li, X., Zhou, B., Chang, T., Hong, B., et al. (2023). Integrated Analysis of LncRNA–MRNA Regulatory networks related to lipid metabolism in High-Oleic-Acid rapeseed. Int. J. Mol. Sci. 24, 6277. doi: 10.3390/ijms24076277

PubMed Abstract | Crossref Full Text | Google Scholar

Wang, J., Zheng, M., Su, T., Zhang, B., Ma, T., Liu, X., et al. (2025c). BrHDA6 mediates non-histone deacetylation of BrSOT12 to positively regulate downy mildew resistance in Brassica rapa. Horticulture Res. 12 (8), uhaf136. doi: 10.1093/hr/uhaf136

PubMed Abstract | Crossref Full Text | Google Scholar

Wassenegger, M., Heimes, S., Riedel, L., and Sänger, H. L. (1994). RNA-directed de novo methylation of genomic sequences in plants. Cell 76, 567–576. doi: 10.1016/0092-8674(94)90119-8

PubMed Abstract | Crossref Full Text | Google Scholar

Wu, K., Tian, L., Malik, K., Brown, D., and Miki, B. (2000). Functional analysis of HD2 histone deacetylase homologues in Arabidopsis thaliana. Plant J. 22, 19–27. doi: 10.1046/j.1365-313x.2000.00711.x

PubMed Abstract | Crossref Full Text | Google Scholar

Wu, K., Tian, L., Zhou, C., Brown, D., and Miki, B. (2003). Repression of gene expression by Arabidopsis HD2 histone deacetylases. Plant J. 34, 241–247. doi: 10.1046/j.1365-313X.2003.01714.x

PubMed Abstract | Crossref Full Text | Google Scholar

Xie, Liu, W., Ren, R., Kang, Y., Liu, Y., Jia, Y., et al. (2022). Comprehensive analyses of the histone deacetylases tuin (HDT) gene family in brassicaceae reveals their roles in stress response. Int. J. Mol. Sci. 24, 525. doi: 10.3390/ijms24010525

PubMed Abstract | Crossref Full Text | Google Scholar

Xu, W., Wang, T., Xu, S., Xu, S., Wu, L., Wu, Y., et al. (2015). Radiation-induced epigenetic bystander effects demonstrated in Arabidopsis thaliana. Radiat. Res. 183, 511–524. doi: 10.1667/RR13909.1

PubMed Abstract | Crossref Full Text | Google Scholar

Xue, C., Zhao, X., Chen, X., Cai, X., Hu, Y., Li, X., et al. (2024). Histone acetyltransferase GCN5 regulates rice growth and development and enhances salt tolerance. Rice Sci. 31, 688–699. doi: 10.1016/j.rsci.2024.06.002

Crossref Full Text | Google Scholar

Yang, T., Wang, D., Tian, G., Sun, L., Yang, M., Yin, X., et al. (2022). Chromatin remodeling complexes regulate genome architecture in Arabidopsis. Plant Cell 34, 2638–2651. doi: 10.1093/plcell/koac117

PubMed Abstract | Crossref Full Text | Google Scholar

Yao, Z., Yuan, L., Liu, K., Wang, T., Liu, B., Zhao, Y., et al. (2022). Warming-induced changes of broccoli head to cauliflower-like curd in Brassica oleracea are regulated by DNA methylation as revealed by methylome and transcriptome co-profiling. Mol. Horticulture 2, 26. doi: 10.1186/s43897-022-00047-8

PubMed Abstract | Crossref Full Text | Google Scholar

Yoshida, T., Kawanabe, T., Bo, Y., Fujimoto, R., and Kawabe, A. (2018). Genome-wide analysis of parent-of-origin allelic expression in endosperms of Brassicaceae species, Brassica rapa. Plant Cell Physiol. 59, 2590–2601. doi: 10.1093/pcp/pcy178

PubMed Abstract | Crossref Full Text | Google Scholar

Yu, S., Galvão, V. C., Zhang, Y. C., Horrer, D., Zhang, T. Q., Hao, Y. H., et al. (2012). Gibberellin regulates the Arabidopsis floral transition through miR156-targeted SQUAMOSA PROMOTER BINDING–LIKE transcription factors. Plant Cell 24, 3320–3332. doi: 10.1105/tpc.112.101014

PubMed Abstract | Crossref Full Text | Google Scholar

Zemach, A., Kim, M. Y., Hsieh, H., Coleman-Derr, D., Eshed-Williams, L., Thao, K., et al. (2013). The Arabidopsis nucleosome remodeler DDM1 allows DNA methyltransferases to access H1-containing heterochromatin. Cell 153, 193–205. doi: 10.1016/j.cell.2013.02.033

PubMed Abstract | Crossref Full Text | Google Scholar

Zhang, X., Bernatavichute, Y. V., Cokus, S., Pellegrini, M., and Jacobsen, S. E. (2009). Genome-wide analysis of mono-, di-and trimethylation of histone H3 lysine 4 in Arabidopsis thaliana. Genome Biol. 10, R62. doi: 10.1186/gb-2009-10-6-r62

PubMed Abstract | Crossref Full Text | Google Scholar

Zhang, X., Clarenz, O., Cokus, S., Bernatavichute, Y. V., Pellegrini, M., Goodrich, J., et al. (2007). Whole-genome analysis of histone H3 lysine 27 trimethylation in Arabidopsis. PloS Biol. 5, e129. doi: 10.1371/journal.pbio.0050129

PubMed Abstract | Crossref Full Text | Google Scholar

Zhang, F., Wang, L., Ko, E. E., Shao, K., and Qiao, H. (2018b). Histone deacetylases SRT1 and SRT2 interact with ENAP1 to mediate ethylene-induced transcriptional repression. Plant Cell 30, 153–166. doi: 10.1105/tpc.17.00671

PubMed Abstract | Crossref Full Text | Google Scholar

Zhang, J., Wu, D., Zhang, Y., Chen, Y., Li, X., and Huang, Y. (2025a). DNA methylation dynamics in male germline development in Brassica rapa. Mol. Horticulture 5, 16. doi: 10.1186/s43897-024-00137-9

PubMed Abstract | Crossref Full Text | Google Scholar

Zhang, J., Wu, D., Zhang, Y., Feng, X., and Gao, H. (2025b). DNA methylation dynamics in male germline development in Brassica Rapa. Mol. Horticulture 5, 16. doi: 10.1186/s43897-024-00137-9

PubMed Abstract | Crossref Full Text | Google Scholar

Zheng, G., Dong, X., Wei, J., Liu, Z., Aslam, A., Cui, J., et al. (2022). Integrated methylome and transcriptome analysis unravel the cold tolerance mechanism in winter rapeseed (Brassica napus L.). BMC Plant Biol. 22, 414. doi: 10.1186/s12870-022-03797-1

PubMed Abstract | Crossref Full Text | Google Scholar

Zheng, S. Y., Guan, B. B., Yuan, D. Y., Zhao, Q. Q., Ge, W., Tan, L. M., et al. (2023). Dual roles of the Arabidopsis PEAT complex in histone H2A deubiquitination and H4K5 acetylation. Mol. Plant 16, 1847–1865. doi: 10.1016/j.molp.2023.10.006

PubMed Abstract | Crossref Full Text | Google Scholar

Zhong, Y., Okuno, M., Tsutsumi, N., and Arimura, S. I. (2025). Mitochondrial DNA and the largest nuclear-mitochondrial DNA in Arabidopsis can be separated by their methylation levels. Plant Physiol. 197, kiaf069. doi: 10.1093/plphys/kiaf069

PubMed Abstract | Crossref Full Text | Google Scholar

Zhou, C., Labbe, H., Sridha, S., Wang, L., Tian, L., Latoszek-Green, M., et al. (2004). Expression and function of HD2-type histone deacetylases in Arabidopsis development. Plant J. 38, 715–724. doi: 10.1111/j.1365-313X.2004.02083.x

PubMed Abstract | Crossref Full Text | Google Scholar

Zhu, J. K. (2009). Active DNA demethylation mediated by DNA glycosylases. Annu. Rev. Genet. 43, 143–166. doi: 10.1146/annurev-genet-102108-134205

PubMed Abstract | Crossref Full Text | Google Scholar

Zhu, R., Xue, Y., and Qian, W. (2025). Molecular mechanisms and biological functions of active DNA demethylation in plants. Epigenet. Chromatin 18, 41. doi: 10.1186/s13072-025-00605-6

PubMed Abstract | Crossref Full Text | Google Scholar

Ziegler, D. J., Khan, D., Pulgar-Vidal, N., Parkin, I. A., Robinson, S. J., and Belmonte, M. F. (2023). Genomic asymmetry of the Brassica napus seed: epigenetic contributions of DNA methylation and small RNAs to subgenome bias. Plant J. 115, 690–708. doi: 10.1111/tpj.16254

PubMed Abstract | Crossref Full Text | Google Scholar

Keywords: brassica crops, epibreeding, regulatory control, epigenetic editing, mitoepigenetics, stress resilience

Citation: Maithreyi RS, Preet S, Tanwar K, Chakraborty P, Gupta I, Verma R, Bharti J, Thangaraj A, Kaul R and Kaul T (2026) Epigenetic odyssey to decrypt the hidden code for sustainable brassica production: enhancing yield, stress resilience and nutritional quality. Front. Plant Sci. 16:1696718. doi: 10.3389/fpls.2025.1696718

Received: 01 September 2025; Accepted: 30 December 2025; Revised: 09 December 2025;
Published: 02 February 2026.

Edited by:

Mahesh Rao, Indian Council of Agricultural Research, India

Reviewed by:

Ioannis-Dimosthenis S. Adamakis, National and Kapodistrian University of Athens, Greece
Vishal Dinkar, Indian Institute of Pulses Research (ICAR), India
Indu Rialch, Punjab Agricultural University, India

Copyright © 2026 Maithreyi, Preet, Tanwar, Chakraborty, Gupta, Verma, Bharti, Thangaraj, Kaul and Kaul. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

*Correspondence: Tanushri Kaul, a2F1bHRhbnVzaHJpM0BnbWFpbC5jb20=

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.