DNA methylation defines lineage identity yet converges among functionally related cells and is cell‑specifically remodeled during in vitro passaging.

IF 3.9 2区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Lanlan Sun, Dongmei Chen, Xin Zhang, Hailang Fan, Yaqian Zhao, Yingdi Huang, Yang Wu, Yanni Lou, Dake Zhang
{"title":"DNA methylation defines lineage identity yet converges among functionally related cells and is cell‑specifically remodeled during in vitro passaging.","authors":"Lanlan Sun, Dongmei Chen, Xin Zhang, Hailang Fan, Yaqian Zhao, Yingdi Huang, Yang Wu, Yanni Lou, Dake Zhang","doi":"10.1186/s12864-026-13224-6","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>DNA methylation (DNAme) is used to define cellular identity, but its ability to distinguish closely related subpopulations and its stability during in vitro culture remain to be systematically evaluated.</p><p><strong>Results: </strong>Lineage-scale whole-genome bisulfite sequencing (WGBS) analysis of 40 cell types across 13 organs showed that DNAme separates major lineages but converges among functionally related populations. Endothelial cells, fibroblasts, and smooth muscle cells from different organs clustered primarily by lineage rather than tissue of origin, whereas epithelial cells retained stronger organ-associated methylation signatures. Lineage-restricted analysis of endothelial cells identified 700 tissue-specific differentially methylated regions (DMRs) across seven tissues that were masked in global comparisons, indicating residual tissue-of-origin information persists within highly similar lineages. In kidney cells, in vitro passaging induced systematic methylation remodeling without erasing lineage identity. Primary and subcultured glomerular endothelial and tubular epithelial cells formed separate subclusters within their lineage groups. Genome-wide analysis identified extensive differential methylation (~ 1.88 M differentially methylated CpG sites [DMCs] in glomerular endothelial; ~2.64 M in tubular epithelial), with promoters overrepresented among hypermethylated features. Shared hypermethylated promoters were enriched for core homeostatic functions; hypomethylated promoters were enriched for differentiation and tissue-specific pathways. Motif analysis showed enrichment of bZIP and GATA factor motifs in endothelial hypomethylated regions and ETS-family motifs in epithelial cells. Cross-cell-type array analysis confirmed reproducible methylation drift across fetal skin fibroblasts, adult vascular endothelial cells, and neonatal foreskin fibroblasts, with 7,434 shared hypomethylated DMCs and 1,347 shared hypermethylated DMCs. Drift onset was cell type-dependent: adult skin fibroblasts and vascular smooth muscle cells diverged by passage 3, whereas neonatal and fetal cells remained stable through passage 10. Shared hypomethylated DMCs were enriched in partially methylated domains (PMDs) and late-replicating domains (LRDs). Cross-platform comparison detected only 44 common hypomethylated DMCs and 24 common hypermethylated DMCs between array and WGBS data, with negligible regional overlap.</p><p><strong>Conclusions: </strong>DNAme robustly distinguishes major lineages but converges among closely related cell types, limiting fine subpopulation resolution. Lineage-restricted analysis recovers tissue-of-origin signals otherwise obscured, whereas in vitro passaging induces cell type-dependent remodeling and reproducible methylation drift that preserves lineage identity while attenuating tissue-specific programs. No universal passage threshold ensures phenotypic stability.</p>","PeriodicalId":9030,"journal":{"name":"BMC Genomics","volume":"27 1","pages":""},"PeriodicalIF":3.9000,"publicationDate":"2026-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13685235/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Genomics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1186/s12864-026-13224-6","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: DNA methylation (DNAme) is used to define cellular identity, but its ability to distinguish closely related subpopulations and its stability during in vitro culture remain to be systematically evaluated.

Results: Lineage-scale whole-genome bisulfite sequencing (WGBS) analysis of 40 cell types across 13 organs showed that DNAme separates major lineages but converges among functionally related populations. Endothelial cells, fibroblasts, and smooth muscle cells from different organs clustered primarily by lineage rather than tissue of origin, whereas epithelial cells retained stronger organ-associated methylation signatures. Lineage-restricted analysis of endothelial cells identified 700 tissue-specific differentially methylated regions (DMRs) across seven tissues that were masked in global comparisons, indicating residual tissue-of-origin information persists within highly similar lineages. In kidney cells, in vitro passaging induced systematic methylation remodeling without erasing lineage identity. Primary and subcultured glomerular endothelial and tubular epithelial cells formed separate subclusters within their lineage groups. Genome-wide analysis identified extensive differential methylation (~ 1.88 M differentially methylated CpG sites [DMCs] in glomerular endothelial; ~2.64 M in tubular epithelial), with promoters overrepresented among hypermethylated features. Shared hypermethylated promoters were enriched for core homeostatic functions; hypomethylated promoters were enriched for differentiation and tissue-specific pathways. Motif analysis showed enrichment of bZIP and GATA factor motifs in endothelial hypomethylated regions and ETS-family motifs in epithelial cells. Cross-cell-type array analysis confirmed reproducible methylation drift across fetal skin fibroblasts, adult vascular endothelial cells, and neonatal foreskin fibroblasts, with 7,434 shared hypomethylated DMCs and 1,347 shared hypermethylated DMCs. Drift onset was cell type-dependent: adult skin fibroblasts and vascular smooth muscle cells diverged by passage 3, whereas neonatal and fetal cells remained stable through passage 10. Shared hypomethylated DMCs were enriched in partially methylated domains (PMDs) and late-replicating domains (LRDs). Cross-platform comparison detected only 44 common hypomethylated DMCs and 24 common hypermethylated DMCs between array and WGBS data, with negligible regional overlap.

Conclusions: DNAme robustly distinguishes major lineages but converges among closely related cell types, limiting fine subpopulation resolution. Lineage-restricted analysis recovers tissue-of-origin signals otherwise obscured, whereas in vitro passaging induces cell type-dependent remodeling and reproducible methylation drift that preserves lineage identity while attenuating tissue-specific programs. No universal passage threshold ensures phenotypic stability.

DNA甲基化定义谱系身份,但在功能相关的细胞之间趋同,并在体外传代过程中细胞特异性重塑。
背景:DNA甲基化(DNAme)被用来定义细胞身份,但其区分密切相关亚群的能力及其在体外培养过程中的稳定性仍有待系统评估。结果:谱系尺度的全基因组亚硫酸盐测序(WGBS)分析了13个器官的40种细胞类型,结果表明,DNAme分离了主要谱系,但在功能相关的群体中趋同。来自不同器官的内皮细胞、成纤维细胞和平滑肌细胞主要通过谱系而不是组织来源聚集,而上皮细胞保留了更强的器官相关甲基化特征。内皮细胞的谱系限制分析确定了7个组织中700个组织特异性差异甲基化区域(DMRs),这些区域在全球比较中被掩盖,表明残留的组织起源信息在高度相似的谱系中仍然存在。在肾细胞中,体外传代诱导系统甲基化重塑而不消除谱系身份。原代和传代培养的肾小球内皮细胞和小管上皮细胞在其谱系群中形成单独的亚簇。全基因组分析发现了广泛的差异甲基化(肾小球内皮中约1.88 M个差异甲基化CpG位点[DMCs];小管上皮中约2.64 M),在高甲基化特征中启动子过多。共享的高甲基化启动子富集于核心稳态功能;低甲基化启动子富集于分化和组织特异性途径。基序分析显示内皮细胞低甲基化区富集bZIP和GATA因子基序,上皮细胞富集ets家族基序。跨细胞型阵列分析证实,在胎儿皮肤成纤维细胞、成人血管内皮细胞和新生儿包皮成纤维细胞中存在可重复的甲基化漂移,其中7,434个共享低甲基化dmc, 1,347个共享高甲基化dmc。漂移的发生是细胞类型依赖的:成人皮肤成纤维细胞和血管平滑肌细胞在传代3时分化,而新生儿和胎儿细胞在传代10时保持稳定。共享的低甲基化DMCs在部分甲基化结构域(PMDs)和后期复制结构域(lrd)中富集。跨平台比较在阵列和WGBS数据之间仅检测到44个常见的低甲基化dmc和24个常见的高甲基化dmc,区域重叠可以忽略。结论:DNAme强有力地区分了主要谱系,但在密切相关的细胞类型中收敛,限制了精细的亚群分辨率。谱系限制分析恢复组织起源信号,否则会被模糊,而体外传代诱导细胞类型依赖性重塑和可重复的甲基化漂移,从而在减弱组织特异性程序的同时保留谱系身份。没有普遍的传代阈值保证表型稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
BMC Genomics
BMC Genomics 生物-生物工程与应用微生物
CiteScore
7.40
自引率
4.50%
发文量
769
审稿时长
6.4 months
期刊介绍: BMC Genomics is an open access, peer-reviewed journal that considers articles on all aspects of genome-scale analysis, functional genomics, and proteomics. BMC Genomics is part of the BMC series which publishes subject-specific journals focused on the needs of individual research communities across all areas of biology and medicine. We offer an efficient, fair and friendly peer review service, and are committed to publishing all sound science, provided that there is some advance in knowledge presented by the work.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书