Allele-specific DNA methylation and gene expression during shoot organogenesis in tissue culture of hybrid poplar

Ying Guo , Yang-Fan Feng , Gang-Gui Yang , Yan Jia , Jie He , Ze-Yu Wu , Hao-Ran Liao , Qi-Xuan Wei , Liang-Jiao Xue

Horticulture Research ›› 2024, Vol. 11 ›› Issue (3) : 027

PDF (1848KB)
Horticulture Research ›› 2024, Vol. 11 ›› Issue (3) :027 DOI: 10.1093/hr/uhae027
Articles
research-article
Allele-specific DNA methylation and gene expression during shoot organogenesis in tissue culture of hybrid poplar
Author information +
History +
PDF (1848KB)

Abstract

Plant tissue regeneration is critical for genetic transformation and genome editing techniques. During the regeneration process, changes in epigenetic modifications accompany the cell fate transition. However, how allele-specific DNA methylation in two haplotypes contributes to the transcriptional dynamics during regeneration remains elusive. Here we applied an inter-species hybrid poplar (Populus alba × P. glandulosa cv. 84 K) as a system to characterize the DNA methylation landscape during de novo shoot organogenesis at allele level. Both direct and indirect shoot organogenesis showed a reduction in genome-wide DNA methylation. At gene level, non-expressed genes were hypermethylated in comparison with expressed genes. Among the genes exhibiting significant correlations between levels of DNA methylation and gene expression, the expression patterns of 75% of genes were negatively correlated with DNA methylation in the CG context, whereas the correlation patterns in the CHH context were the reverse. The allele-biased DNA methylation was consistent during shoot organogenesis, with fewer than one-thousandth of allele-specific methylation regions shifted. Analysis of allele-specific expression revealed that there were only 1909 genes showing phase-dependent allele-biased expression in the regeneration process, among which the allele pairs with greater differences in transcription factor binding sites at promoter regions exhibited greater differences in allele expression. Our results indicated a relatively independent transcriptional regulation in two subgenomes during shoot organogenesis, which was contributed by cis-acting genomic and epigenomic variations.

Cite this article

Download citation ▾
Ying Guo, Yang-Fan Feng, Gang-Gui Yang, Yan Jia, Jie He, Ze-Yu Wu, Hao-Ran Liao, Qi-Xuan Wei, Liang-Jiao Xue. Allele-specific DNA methylation and gene expression during shoot organogenesis in tissue culture of hybrid poplar. Horticulture Research, 2024, 11 (3) : 027 DOI:10.1093/hr/uhae027

登录浏览全文

4963

注册一个新账户 忘记密码

Acknowledgements

This work was supported by the STI 2030 Major Projects (grant 2023ZD0405601), National Natural Science Foundation of China (grants 32171826 and 32201595) and the Natural Science Foundation of Jiangsu Province (grant BK20220411).

Author contributions

L.X. and Y.G. designed and supervised this project. Y.F., Y.J., J.H., Z.W., H.L., and Q.W. performed the data analyses and visualization. G.Y. and Y.G. performed the experiments. Y.G. and L.X. wrote the manuscript.

Data availability

The raw sequencing reads have been deposited in the Sequence Read Archive (SRA) database of NCBI under accession number PRJNA1052603 (RNA sequencing data) and PRNA1053515 (bisulfite sequencing data).

Conflict of interest

The authors declare that they have no competing interests.

Supplementary data

Supplementary data is available at Horticulture Research online.

References

[1]

Ikeuchi M, Favero DS, Sakamoto Y. et al. Molecular mechanisms of plant regeneration. Annu Rev Plant Biol. 2019; 70:377-406

[2]

Lardon R, Wijnker E, Keurentjes J. et al. The genetic framework of shoot regeneration in Arabidopsis comprises master regulators and conditional fine-tuning factors. Commun Biol. 2020; 3:549

[3]

Atta R, Laurens L, Boucheron-Dubuisson E. et al. Pluripotency of Arabidopsis xylem pericycle underlies shoot regeneration from root and hypocotyl explants grown in vitro. Plant J. 2009; 57:626-44

[4]

Gallois JL, Nora FR, Mizukami Y. et al. WUSCHEL induces shoot stem cell activity and developmental plasticity in the root meristem. Genes Dev. 2004; 18:375-80

[5]

Shi B, Zhang C, Tian C. et al. Two-step regulation of a meristematic cell population acting in shoot branching in Arabidopsis. PLoS Genet. 2016; 12:e1006168.

[6]

Iwase A, Harashima H, Ikeuchi M. et al. WIND1 promotes shoot regeneration through transcriptional activation of ENHANCER OF SHOOT REGENERATION1 in Arabidopsis. Plant Cell. 2017; 29:54-69

[7]

Ikeuchi M, Iwase A, Sugimoto K. Control of plant cell differentiation by histone modification and DNA methylation. Curr Opin Plant Biol. 2015; 28:60-7

[8]

Karim R, Nuruzzaman M, Khalid N. et al. Importance of DNA and histone methylation in in vitro plant propagation for crop improvement: a review. Ann Appl Biol. 2016; 169:1-16

[9]

Lee HM, Park JS, Shin YH. et al. Alterations in DNA methylation patterns in regenerated Chinese cabbage (Brassica rapa ssp. pekinensis) plants derived from tissue culture. Hortic Environ Biotechnol. 2021; 62:605-18

[10]

Liu D, Mu Q, Li X. et al. The callus formation capacity of strawberry leaf explant is modulated by DNA methylation. Hortic Res. 2022;9:uhab073

[11]

Zakrzewski F, Schmidt M, Van Lijsebettens M. et al. DNA methylation of retrotransposons, DNA transposons and genes in sugar beet (Beta vulgaris L.). Plant J. 2017; 90:1156-75

[12]

Li W, Liu H, Cheng ZJ. et al. DNA methylation and histone modifications regulate de novo shoot regeneration in Arabidopsis by modulating WUSCHEL expression and auxin signaling. PLoS Genet. 2011; 7:e1002243.

[13]

Dai X, Wang J, Song Y. et al. Cytosine methylation of the FWA promoter promotes direct in vitro shoot regeneration in Arabidopsis thaliana. J Integr Plant Biol. 2021; 63:1491-504

[14]

Orłowska R, Pachota KA, Androsiuk P. et al. Triticale green plant regeneration is due to DNA methylation and sequence changes affecting distinct sequence contexts in the presence of copper ions in induction medium. Cell. 2021; 11:84

[15]

Goulet BE, Roda F, Hopkins R. Hybridization in plants: old ideas, new techniques. Plant Physiol. 2017; 173:65-78

[16]

Li P, Xiao L, du Q. et al. Genomic insights into selection for heterozygous alleles and woody traits in Populus tomentosa. Plant Biotechnol J. 2023; 21:2002-18

[17]

Bhushan A, Gupta R. In vitro shoot regeneration and heterosis studies in tomato (Solanum lycopersicon Mill.). J Plant Res. 2017; 30:359-64

[18]

El-Hennawy MA, Abdalla AF, Shafey SA. et al. Production of doubled haploid wheat lines (Triticum aestivum L.) using anther culture technique. Ann Agric Sci. 2011; 56:63-72

[19]

Zhou S, Xing M, Zhao Z. et al. DNA methylation modification in heterosis initiation through analyzing rice hybrid contemporary seeds. Crop J. 2021; 9:1179-90

[20]

Cleary S, Seoighe C. Perspectives on allele-specific expression. Annu Rev Biomed Data Sci. 2021; 4:101-22

[21]

Feng JW, Lu Y, Shao L. et al. Phasing analysis of the transcriptome and epigenome in a rice hybrid reveals the inheritance and difference in DNA methylation and allelic transcription regulation. Plant Commun. 2021; 2:100185.

[22]

Giri CC, Shyamkumar B, Anjaneyulu C. Progress in tissue culture, genetic transformation and applications of biotechnology to trees: an overview. Trees. 2004; 18:115-35

[23]

Shin J, Bae S, Seo PJ. De novo shoot organogenesis during plant regeneration. J Exp Bot. 2020; 71:63-72

[24]

Lee K, Seo PJ. Dynamic epigenetic changes during plant regeneration. Trends Plant Sci. 2018; 23:235-47

[25]

Knight JC. Allele-specific gene expression uncovered. Trends Genet. 2004; 20:113-6

[26]

DiFazio SP, Slavov GT, Joshi CP. Populus:a premier pioneer system for plant genomics. In: Joshi CP, SP DF, Kole C, CRC Press,eds. Genetics, Genomics and Breeding of Poplar. 2011, 33-60

[27]

Shim S, Lee HG, Seo PJ. MET1-dependent DNA methylation represses light signaling and influences plant regeneration in Arabidopsis. Mol Cells. 2021; 44:746-57

[28]

Shim S, Lee HG, Park OS. et al. Dynamic changes in DNA methylation occur in TE regions and affect cell proliferation during leaf-to-callus transition in Arabidopsis. Epigenetics. 2022; 17:41-58

[29]

Chakraborty T, Kendall T, Grover JW. et al. Embryo CHH hypermethylation is mediated by RdDM and is autonomously directed in Brassica rapa. Genome Biol. 2021; 22:140

[30]

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

[31]

Xu M, Du Q, Tian C. et al. Stochastic gene expression drives mesophyll protoplast regeneration. Sci Adv. 2021;7:eabg8466

[32]

Miguel C, Marum L. An epigenetic view of plant cells cultured in vitro: somaclonal variation and beyond. J Exp Bot. 2011; 62:3713-25

[33]

Gutierrez-Arcelus M, Lappalainen T, Montgomery SB. et al. Passive and active DNA methylation and the interplay with genetic variation in gene regulation. Elife. 2013; 2:e00523.

[34]

Wan J, Oliver VF, Wang G. et al. Characterization of tissue-specific differential DNA methylation suggests distinct modes of positive and negative gene expression regulation. BMC Genomics. 2015; 16:49

[35]

Yang Y, Zheng Y, Sun L. et al. Genome-wide DNA methylation signatures of sea cucumber Apostichopus japonicus during environmental induced aestivation. Genes. 2020; 11:1020

[36]

Maunakea AK, Nagarajan RP, Bilenky M. et al. Conserved role of intragenic DNA methylation in regulating alternative promoters. Nature. 2010; 466:253-7

[37]

Stadler MB, Murr R, Burger L. et al. DNA-binding factors shape the mouse methylome at distal regulatory regions. Nature. 2011; 480:490-5

[38]

Prendergast GC, Ziff EB. Methylation-sensitive sequence-specific DNA binding by the c-Myc basic region. Science. 1991; 251:186-9

[39]

Shao L, Xing F, Xu C. et al. Patterns of genome-wide allele-specific expression in hybrid rice and the implications on the genetic basis of heterosis. Proc Natl Acad Sci USA. 2019; 116:5653-8

[40]

Jiang Y, Zhang NR, Li M. SCALE: modeling allele-specific gene expression by single-cell RNA sequencing. Genome Biol. 2017; 18:74

[41]

Liu B, Zhang J, Yang Z. et al. PtWOX11 acts as master regulator conducting the expression of key transcription factors to induce de novo shoot organogenesis in poplar. Plant Mol Biol. 2018; 98:389-406

[42]

Kim D, Paggi JM, Park C. et al. Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype. Nat Biotechnol. 2019; 37:907-15

[43]

Qiu D, Bai S, Ma J. et al. The genome of Populus alba x Populus tremula var. glandulosa clone 84K. DNA Res. 2019; 26:423-31

[44]

Putri GH, Anders S, Pyl PT. et al. Analysing high-throughput sequencing data in python with HTSeq 2.0. Bioinformatics. 2022; 38:2943-5

[45]

Love MI, Huber W, Anders S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014; 15:550

[46]

Tang H, Bowers JE, Wang X. et al. Synteny and collinearity in plant genomes. Science. 2008; 320:486-8

[47]

Dalquen DA, Dessimoz C. Bidirectional best hits miss many orthologs in duplication-rich clades such as plants and animals. Genome Biol Evol. 2013; 5:1800-6

[48]

Altschul SF, Gish W, Miller W. et al. Basic local alignment search tool. J Mol Biol. 1990; 215:403-10

[49]

Emms DM, Kelly S. OrthoFinder: phylogenetic orthology inference for comparative genomics. Genome Biol. 2019; 20:238

[50]

Bolger AM, Lohse M, Usadel B. Trimmomatic: a flexible trimmer for Illumina sequence data. Bioinformatics. 2014; 30:2114-20

[51]

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

[52]

Guo W, Zhu P, Pellegrini M. et al. CGmapTools improves the precision of heterozygous SNV calls and supports allele-specific methylation detection and visualization in bisulfite-sequencing data. Bioinformatics. 2018; 34:381-7

[53]

Akalin A, 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

[54]

Zhang Y, Liu C, Cheng H. et al. DNA methylation and its effects on gene expression during primary to secondary growth in poplar stems. BMC Genomics. 2020; 21:498-516

[55]

Ernst J, Bar-Joseph Z. STEM: a tool for the analysis of short time series gene expression data. BMC Bioinf. 2006; 7:191

[56]

Yu G, Wang LG, Han Y. et al. clusterProfiler: an R package for comparing biological themes among gene clusters. OMICS. 2012; 16:284-7

[57]

Jin J, Tian F, Yang DC. et al. PlantTFDB 4.0: toward a central hub for transcription factors and regulatory interactions in plants. Nucleic Acids Res. 2017;45:D1040-5

[58]

Grant CE, Bailey TL, Noble WS. FIMO: scanning for occurrences of a given motif. Bioinformatics. 2011; 27:1017-8

[59]

Zhou X, Wang G, Zhang W. UV-B responsive microRNA genes in Arabidopsis thaliana. Mol Syst Biol. 2007; 3:103

PDF (1848KB)

2

Accesses

0

Citation

Detail

Sections
Recommended

/