The grape berry methylome reveals tissue-specific features associated with metabolism in ripening

Junhua Kong , Yu Ma , Huan Huang , Virginie Garcia , Qingfeng Niu , Ghislaine Hilbert-Masson , Linda Stammitti , Siqun Wu , Yonglei Yu , Philippe Gallusci , Zhaobo Lang

Horticulture Research ›› 2025, Vol. 12 ›› Issue (12) : 238

PDF (2312KB)
Horticulture Research ›› 2025, Vol. 12 ›› Issue (12) :238 DOI: 10.1093/hr/uhaf238
research-article
The grape berry methylome reveals tissue-specific features associated with metabolism in ripening
Author information +
History +
PDF (2312KB)

Abstract

DNA methylation is a critical epigenetic regulator in plant development, yet its role in grape berry ripening remains poorly understood. Here, we profiled the genome-wide DNA methylation landscapes of two cultivars, ‘Wink’ and ‘Cabernet Sauvignon’, across developmental stages and tissues (skin and pulp tissues), revealing widespread DNA hypermethylation during ripening. We observed a progressive increase in global DNA methylation, particularly in the CHH context, across transposable elements, gene bodies, and adjacent regions during ripening. This hypermethylation was conserved across both varieties and was pronounced in both skin and pulp tissues. Differentially methylated regions (DMRs) revealed tissue-specific methylation patterns, with skin and pulp exhibiting distinct hypermethylation dynamics. Further analysis demonstrated that these tissue-specific hypermethylation dynamics are partially attributable to pre-existing methylation differences between skin and pulp at earlier developmental stages. Functional analysis demonstrated that DNA methylation inhibitors (zebularine and RG108) delayed berry ripening in vitro, underscoring the critical role of methylation in this process. Furthermore, RNA-seq analysis identified tissue-specific gene expression changes associated with differential methylation, particularly in metabolic pathways such as anthocyanin biosynthesis, fructose metabolism, and glycolysis. Notably, tissue-specific hypermethylation of genes involved in anthocyanin metabolism correlated with their expression patterns, suggesting a regulatory role for DNA methylation in metabolite accumulation during ripening. Collectively, these findings underscore DNA methylation as a critical regulatory layer that orchestrates tissue-specific gene expression with metabolic shifts during grape maturation, thereby advancing our understanding of epigenetic control in fruit development.

Cite this article

Download citation ▾
Junhua Kong, Yu Ma, Huan Huang, Virginie Garcia, Qingfeng Niu, Ghislaine Hilbert-Masson, Linda Stammitti, Siqun Wu, Yonglei Yu, Philippe Gallusci, Zhaobo Lang. The grape berry methylome reveals tissue-specific features associated with metabolism in ripening. Horticulture Research, 2025, 12(12): 238 DOI:10.1093/hr/uhaf238

登录浏览全文

4963

注册一个新账户 忘记密码

Acknowledgements

This work received financial support from the National Key R&D Program of China (Grants 2022YFD2100100 and 2021YFA1300404 to Z.L.). This study was also supported by the Guangdong S&T Program (Grant 2024B1111130001 to Z.L.) and the Shenzhen Science and Technology Program (Grants JCYJ20241202125311016 and KQTD20240729102038044 to Z.L.). The authors would like to thank Christel Renaud for her assistance with the metabolic activity analysis.

Author contributions

P.G. and Z.L. conceived and designed the research, interpreted the data, and wrote the manuscript. Y.M. and H.H. performed the bioinformatic analyses. J.K., V.G., Q.N., G.H., L.S., and S.W. prepared the experimental samples and conducted the experiments. J.K. and Q.N. carried out the sequencing work. All authors reviewed and approved the final manuscript.

Data availability

The raw sequencing data generated during this study are publicly available in the Gene Expression Omnibus (GEO) database under accession numbers GSE279794 and GSE279795 (https://www.ncbi.nlm.nih.gov/geo/). The DNase-seq data reanalyzed for this study can be found in the Sequence Read Archive (SRA) under accession number SRR5405286.

Conflict of interest statement

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Supplementary data

Supplementary data is available at Horticulture Research online.

References

[1]

Giovannoni J, Nguyen C, Ampofo B. et al. The epigenome and transcriptional dynamics of fruit ripening. Annu Rev Plant Biol. 2017; 68:61-84

[2]

Lang Z, Wang Y, Tang K. et al. Critical roles of DNA demethylation in the activation of ripening-induced genes and inhibition of ripening-repressed genes in tomato fruit. Proc Natl Acad Sci USA. 2017;114:E4511-9

[3]

Liu R, How-Kit A, Stammitti L. et al. A DEMETER-like DNA demethylase governs tomato fruit ripening. Proc Natl Acad Sci USA. 2015; 112:10804-9

[4]

Zhong S, Fei Z, Chen YR. et al. Single-base resolution methylomes of tomato fruit development reveal epigenome modifications associated with ripening. Nat Biotechnol. 2013; 31:154-9

[5]

Klee HJ, Giovannoni JJ. Genetics and control of tomato fruit ripening and quality attributes. Annu Rev Genet. 2011; 45:41-59

[6]

Ji Y, Wang A. Recent advances in epigenetic triggering of climac-teric fruit ripening. Plant Physiol. 2023; 192:1711-7

[7]

Tang D, Gallusci P, Lang Z. Fruit development and epigenetic modifications. New Phytol. 2020; 228:839-44

[8]

Gallusci P, Hodgman C, Teyssier E. et al. DNA methylation and chromatin regulation during fleshy fruit development and ripening. Front Plant Sci. 2016; 7:1-14

[9]

Jung A. M., Furlong M. A., Goodrich J. M. et al. Associations between epigenetic age acceleration and microRNA expression among U.S. firefighters. Epigenetics Insight 2023:16.

[10]

Zhang H, Zhu JK. Epigenetic gene regulation in plants and its potential applications in crop improvement. Nat Rev Mol Cell Biol. 2024; 26:51-67

[11]

Cheng J, Niu Q, Zhang B. et al. Downregulation of RdDM during strawberry fruit ripening. Genome Biol. 2018; 19:212

[12]

Huang H, Liu R, Niu Q. et al. Global increase in DNA methylation during orange fruit development and ripening. Proc Natl Acad Sci USA. 2019; 116:1430-6

[13]

Mordor Intelligence. Grapes Market Size & Share Analysis -Growth Trends and Forecast (2025 - 2030) (2025-2030). 2025. https://www.mordorintelligence.com/industry-reports/grapes-market. [cited 2025 Oct 4]

[14]

Grimplet J, Deluc LG, Tillett RL. et al. Tissue-specific mRNA expression profiling in grape berry tissues. BMC Genomics. 2007; 8:187

[15]

Xie S, Song C, Wang X. et al. Tissue-specific expression analysis of anthocyanin biosynthetic genes in white-and red-fleshed grape cultivars. Molecules. 2015; 20:22767-80

[16]

P, Yu S, Zhu N. et al. Genome encode analyses reveal the basis of convergent evolution of fleshy fruit ripening. Nat Plants. 2018; 4:784-91

[17]

Niederhuth CE, Bewick AJ, Ji L. et al. Widespread natural vari-ation of DNA methylation within angiosperms. Genome Biol. 2016; 17:194

[18]

Wei TL, Wan YT, Liu HN. et al. CHH hypermethylation con-tributes to the early ripening of grapes revealed by DNA methylome landscape of ‘Kyoho’ and its bud mutant. Hortic Res. 2025;12:uhae285

[19]

Li YM, Zhang HX, Tang XS. et al. Abscisic acid induces DNA methylation alteration in genes related to berry ripening and stress response in grape (Vitis vinifera L.). J Agric Food Chem. 2024; 72:15027-39

[20]

Gouil Q, Baulcombe DC. DNA methylation signatures of the plant chromomethyltransferases. PLoS Genet. 2016; 12:1006526

[21]

Teyssier E, Bernacchia G, Maury S. et al. Tissue dependent variations of DNA methylation and endoreduplication levels during tomato fruit development and ripening. Planta. 2008; 228: 391-9

[22]

Akalin, Kormaksson M, Li S. et al. MethylKit: a comprehensive R package for the analysis of genome-wide DNA methylation profiles. Genome Biol. 2012;13:R87

[23]

Liu P, Liu R, Xu Y. et al. DNA cytosine methylation dynam-ics and functional roles in horticultural crops. Hortic Res. 2023;10:uhad170

[24]

WuDai Z, Meddar M, Renaud C. et al. Long-term in vitro culture of grape berries and its application to assess the effects of sugar supply on anthocyanin accumulation. JExp Bot. 2014; 65: 4665-77

[25]

Brueckner B, Boy RG, Siedlecki P. et al. Epigenetic reactivation of tumor suppressor genes by a novel small-molecule inhibitor of human DNA methyltransferases. Cancer Res. 2005; 65:6305-11

[26]

Zhou L, Cheng X, Connolly BA. et al. Zebularine: a novel DNA methylation inhibitor that forms a covalent complex with DNA methyltransferases. J Mol Biol. 2002; 321:591-9

[27]

Lyko F, Brown R. DNA methyltransferase inhibitors and the development of epigenetic cancer therapies. J Natl Cancer Inst. 2005; 97:1498-506

[28]

Brenet F, Moh M, Funk P. et al. DNA methylation of the first exon is tightly linked to transcriptional silencing. PLoS One. 2011; 6:14524

[29]

Lang Z, Lei M, Wang X. et al. The methyl-CpG-binding protein MBD7 facilitates active DNA demethylation to limit DNA hyper-methylation and transcriptional gene silencing. Mol Cell. 2015; 57: 971-83

[30]

Perby LK, Richter S, Weber K. et al. Cytosolic phosphofructok-inases are important for sugar homeostasis in leaves of Ara-bidopsis thaliana. Ann Bot. 2022; 129:37-52

[31]

Jiang S, Wang N, Chen M. et al. Methylation of MdMYB1 locus mediated by RdDM pathway regulates anthocyanin biosynthesis in apple. Plant Biotechnol J. 2020; 18:1736-48

[32]

Xu J, Xiong L, Yao JL. et al. Hypermethylation in the promoter regions of flavonoid pathway genes is associated with skin color fading during ‘Daihong’ apple fruit development. Hortic Res. 2024;11:uhae031

[33]

Qian M, Sun Y, Allan AC. et al. The red sport of ‘Zaosu’ pear and its red-striped pigmentation pattern are associated with demethylation of the PyMYB10 promoter. Phytochemistry. 2014; 107:16-23

[34]

Wang Z, Meng D, Wang A. et al. The methylation of the PcMYB10 promoter is associated with green-skinned sport in max red Bartlett pear. Plant Physiol. 2013; 162:885-96

[35]

Araya V, Gatica M, Uribe E. et al. In silico analysis of the molecular interaction between anthocyanase, peroxidase and polyphenol oxidase with anthocyanins found in cranberries. Int JMolSci. 2024; 25:10437

[36]

Torres A, Aguilar-Osorio G, Camacho M. et al. Characterization of polyphenol oxidase from purple sweet potato (Ipomoea batatas L. Lam) and its affinity towards acylated anthocyanins and caffeoylquinic acid derivatives. Food Chem. 2021; 356:129709

[37]

Jiang Y, Duan X, Joyce D. et al. Advances in understanding of enzymatic browning in harvested litchi fruit. Food Chem. 2004; 88: 443-6

[38]

Feyissa DN, Løvdal T, Olsen KM. et al. The endogenous GL3, but not EGL3, gene is necessary for anthocyanin accumulation as induced by nitrogen depletion in arabidopsis rosette stage leaves. Planta. 2009; 230:747-54

[39]

Behrendt I, Röder I, Will F. et al. Grape/blueberry anthocyanins and their gut-derived metabolites attenuate LPS/nigericin-induced inflammasome activation by inhibiting ASC speck for-mation in THP-1 monocytes. Metabolites. 2024; 14:40203

[40]

Virador VM, Reyes Grajeda JP, Blanco-Labra A. et al. Cloning, sequencing, purification, and crystal structure of grenache (VITIS vinifera) polyphenol oxidase. J Agric Food Chem. 2010; 58: 1189-201

[41]

Zhang H, Lang Z, Zhu JK. Dynamics and function of DNA methy-lation in plants. Nat Rev Mol Cell Biol. 2018; 19:489-506

[42]

Winkel-Shirley B. Flavonoid biosynthesis. A colorful model for genetics, biochemistry, cell biology, and biotechnology. Plant Physiol. 2001; 126:485-93

[43]

Quattrocchio F, Wing J, van der Woude K. et al. Molecular analysis of the anthocyanin2 gene of petunia and its role in the evolution of flower color. Plant Cell. 1999; 11:1433-44

[44]

Gonzalez A, Zhao M, Leavitt JM. et al. Regulation of the antho-cyanin biosynthetic pathway by the TTG1/bHLH/Myb transcrip-tional complex in Arabidopsis seedlings. Plant J. 2008; 53:814-27

[45]

Dubos C, Stracke R, Grotewold E. et al. MYB transcription factors in Arabidopsis. Trends Plant Sci. 2010; 15:573-81

[46]

Takos AM, Jaffé FW, Jacob SR. et al. Light-induced expression of a MYB gene regulates anthocyanin biosynthesis in red apples. Plant Physiol. 2006; 142:1216-32

[47]

Espley RV, Brendolise C, Chagné D. et al. Multiple repeats of a promoter segment causes transcription factor autoregulation in red apples. Plant Cell. 2009; 21:168-83

[48]

Espley RV, Hellens RP, Putterill J. et al. Red colouration in apple fruit is due to the activity of the MYB transcription factor, MdMYB10. Plant J. 2007; 49:414-27

[49]

Yao G. et al. Map-based cloning of the pear gene MYB114 iden-tifies an interaction with other transcription factors to coordi-nately regulate fruit anthocyanin biosynthesis. Plant J. 2017; 92: 437-51

[50]

Feng S, Wang Y, Yang S. et al. Anthocyanin biosynthesis in pears is regulated by a R2R3-MYB transcription factor PyMYB10. Planta. 2010; 232:245-55

[51]

Destrac Irvine A, Ollat N. Projet VitAdapt : exploiter la diversité des cépages comme moyen d’adaptation au changement clima-tique. 2018; 279:47-50

[52]

Chen S, Zhou Y, Chen Y. et al. Fastp: an ultra-fast all-in-one FASTQ preprocessor. Bioinformatics. 2018;34:i884-90

[53]

Velt A, Frommer B, Blanc S. et al. An improved refer-ence of the grapevine genome reasserts the origin of the PN40024 highly homozygous genotype. G3 (Bethesda). 2023;13: jkad067

[54]

Krueger F, Andrews SR. Bismark: a flexible aligner and methyla-tion caller for bisulfite-Seq applications. Bioinformatics. 2011; 27: 1571-2

[55]

Thorvaldsdóttir H, Robinson JT, Mesirov JP. Integrative genomics viewer (IGV): high-performance genomics data visualization and exploration. Brief Bioinform. 2013; 14:178-92

[56]

Dobin A, Davis CA, Schlesinger F. et al. STAR: ultrafast universal RNA-seq aligner. Bioinformatics. 2013; 29:15-21

[57]

Anders S, Pyl PT, Huber W. HTSeq-A Python framework to work with high-throughput sequencing data. Bioinformatics. 2015; 31: 166-9

[58]

Chen Y, Chen L, Lun ATL. et al. edgeR v4: powerful differential analysis of sequencing data with expanded functionality and improved support for small counts and larger datasets. Nucleic Acids Res. 2025;53:gkaf018

[59]

Huerta-Cepas J, Szklarczyk D, Heller D. et al. EggNOG 5.0: a hier-archical, functionally and phylogenetically annotated orthology resource based on 5090 organisms and 2502 viruses. Nucleic Acids Res. 2019;47:D309-14

[60]

Cantalapiedra CP, Hernández-Plaza A, Letunic I. et al. eggNOG-mapper v2: functional annotation, orthology assignments, and domain prediction at the metagenomic scale. Mol Biol Evol. 2021; 38:5825-9

[61]

Chen C, Wu Y, Li J. et al. TBtools-II: a “one for all, all for one” bioinformatics platform for biological big-data mining. Mol Plant. 2023; 16:1733-42

[62]

Ollat N, Gaudillere JP. The effect of limiting leaf area during stage I of berry growth on development and composition of berries of Vitis vinifera L. cv. Cabernet sauvignon. Am J Enol Vitic. 1998; 49: 251-8

[63]

Torres N, Hilbert G, Luquin J. et al. Flavonoid and amino acid profiling on Vitis vinifera L. cv Tempranillo subjected to deficit irrigation under elevated temperatures. J Food Compos Anal. 2017; 62:51-62

[64]

Bobeica N, Poni S, Hilbert G. et al. Differential responses of sugar, organic acids and anthocyanins to source-sink modulation in cabernet sauvignon and Sangiovese grapevines. Front Plant Sci. 2015; 06:14

[65]

Hilbert G, Soyer JP, Molot C. et al. Effects of nitrogen supply on must quality and anthocyanin accumulation in berries of cv. Merlot. 2003; Vitis. 2003; 42:69-76

PDF (2312KB)

419

Accesses

0

Citation

Detail

Sections
Recommended

/