Differential DNA methylation clock ages across buffy coat (BC), peripheral blood mononuclear cells (PBMC), and saliva in individuals in early-to-mid adulthood.

IF 3.7 3区 生物学 Q3 BIOCHEMISTRY & MOLECULAR BIOLOGY
Epigenetics Pub Date : 2026-12-31 Epub Date: 2026-04-15 DOI:10.1080/15592294.2026.2653960
Ryan Bruellman, Donald Evans, Andrew Smolen, Luke M Evans, Chandra A Reynolds
{"title":"Differential DNA methylation clock ages across buffy coat (BC), peripheral blood mononuclear cells (PBMC), and saliva in individuals in early-to-mid adulthood.","authors":"Ryan Bruellman, Donald Evans, Andrew Smolen, Luke M Evans, Chandra A Reynolds","doi":"10.1080/15592294.2026.2653960","DOIUrl":null,"url":null,"abstract":"<p><p>Epigenetic aging prior to midlife is gaining interest as an intervenable period to address health and cognitive aging. Epigenetic changes may index DNA methylation aging rates, but methylation profiles may not be substitutable across tissues. We compared DNA methylation clocks and age acceleration in saliva, buffy coat (BC), and peripheral blood mononuclear cells (PBMC) collected in 91 individuals (7 unpaired, 20 siblings, 64 twins; 18 monozygotic (MZ), 14 dizygotic (DZ) pairs) from the Colorado Adoption/Twin Study of Lifespan behavioral development and cognitive aging (CATSLife1; Mean age = 30.90 years [range = 28.07-41.13]; 50.5% female). Across 15 DNA methylation clocks, chronological age and DNA methylation ages were moderately associated (mean Spearman correlations: <i>r</i> = 0.37, Saliva; <i>r</i> = 0.40, BC; <i>r</i> = 0.34, PBMC). In mixed-effects models, saliva showed higher DNA methylation ages (<i>B</i> = 3.77-19.72 years vs BC, <i>p</i> < 0.001), whereas PBMC and BC were comparable (<i>B</i> = -0.06-0.39 years vs BC, <i>p</i> ≥ 0.436). The exception was the next-generation clock DunedinPace showing comparability (<i>p</i> = 0.486). Similar patterns were observed for age acceleration estimates. Altogether, MZ pairs (meta-analytic <i>r =</i> 0.49, 95%CI = 0.32,0.66) and DZ pairs (meta-analytic <i>r =</i> 0.38, 95%CI = 0.25,0.52) were moderately correlated (Spearman), but MZ pairs showed heterogeneity across tissues (<i>p</i> < 0.034): saliva was lower (mean <i>r =</i> 0.33, <i>SD</i> = 0.25) than BC (mean <i>r =</i> 0.64, <i>SD</i> = 0.10) and PBMC (mean <i>r =</i> 0.49, <i>SD</i> = 0.18). Next-generation PCGrimAge and DunedinPace clocks showed consistent zygosity correlations across tissues, while multi-tissue clocks (e.g. ZhangQ) showed comparable MZ-DZ correlations. While saliva-based DNA methylation is not a direct substitute for blood-based DNA methylation, BC and PBMC show comparability; nevertheless, all tissue types may be appropriate for DNA methylation aging studies when compared within tissues.</p>","PeriodicalId":11767,"journal":{"name":"Epigenetics","volume":"21 1","pages":"2653960"},"PeriodicalIF":3.7000,"publicationDate":"2026-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13085942/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Epigenetics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1080/15592294.2026.2653960","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/4/15 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Epigenetic aging prior to midlife is gaining interest as an intervenable period to address health and cognitive aging. Epigenetic changes may index DNA methylation aging rates, but methylation profiles may not be substitutable across tissues. We compared DNA methylation clocks and age acceleration in saliva, buffy coat (BC), and peripheral blood mononuclear cells (PBMC) collected in 91 individuals (7 unpaired, 20 siblings, 64 twins; 18 monozygotic (MZ), 14 dizygotic (DZ) pairs) from the Colorado Adoption/Twin Study of Lifespan behavioral development and cognitive aging (CATSLife1; Mean age = 30.90 years [range = 28.07-41.13]; 50.5% female). Across 15 DNA methylation clocks, chronological age and DNA methylation ages were moderately associated (mean Spearman correlations: r = 0.37, Saliva; r = 0.40, BC; r = 0.34, PBMC). In mixed-effects models, saliva showed higher DNA methylation ages (B = 3.77-19.72 years vs BC, p < 0.001), whereas PBMC and BC were comparable (B = -0.06-0.39 years vs BC, p ≥ 0.436). The exception was the next-generation clock DunedinPace showing comparability (p = 0.486). Similar patterns were observed for age acceleration estimates. Altogether, MZ pairs (meta-analytic r = 0.49, 95%CI = 0.32,0.66) and DZ pairs (meta-analytic r = 0.38, 95%CI = 0.25,0.52) were moderately correlated (Spearman), but MZ pairs showed heterogeneity across tissues (p < 0.034): saliva was lower (mean r = 0.33, SD = 0.25) than BC (mean r = 0.64, SD = 0.10) and PBMC (mean r = 0.49, SD = 0.18). Next-generation PCGrimAge and DunedinPace clocks showed consistent zygosity correlations across tissues, while multi-tissue clocks (e.g. ZhangQ) showed comparable MZ-DZ correlations. While saliva-based DNA methylation is not a direct substitute for blood-based DNA methylation, BC and PBMC show comparability; nevertheless, all tissue types may be appropriate for DNA methylation aging studies when compared within tissues.

在成年早期到中期的个体中,不同的DNA甲基化时钟年龄在灰褐色被毛(BC)、外周血单个核细胞(PBMC)和唾液中。
作为解决健康和认知衰老的可干预期,中年之前的表观遗传衰老正引起人们的兴趣。表观遗传变化可能是DNA甲基化老化率的指标,但甲基化谱可能无法在组织中替代。我们比较了来自科罗拉多收养/双胞胎寿命行为发育和认知衰老研究(CATSLife1;平均年龄= 30.90岁[范围= 28.07-41.13];平均年龄= 30.90岁[范围= 28.07-41.13];50.5%女性)收集的91个人(7对未配对,20对兄弟姐妹,64对双胞胎;18对同卵(MZ), 14对异卵(DZ))的唾液、褐毛(BC)和外周血单核细胞(PBMC)的DNA甲基化时钟和年龄加速。在15个DNA甲基化时钟中,实际年龄和DNA甲基化年龄适度相关(平均Spearman相关性:r = 0.37,唾液;r = 0.40, BC; r = 0.34, PBMC)。在混合效应模型中,唾液显示更高的DNA甲基化年龄(B = 3.77-19.72年,p B = -0.06-0.39年,p≥0.436)。唯一的例外是下一代时钟DunedinPace,具有可比性(p = 0.486)。在年龄加速估计中也观察到类似的模式。总的来说,MZ对(荟萃分析r = 0.49, 95%CI = 0.32,0.66)和DZ对(荟萃分析r = 0.38, 95%CI = 0.25,0.52)具有中度相关性(Spearman),但MZ对在组织间的异质性(p r = 0.33, SD = 0.25)高于BC(平均r = 0.64, SD = 0.10)和PBMC(平均r = 0.49, SD = 0.18)。下一代PCGrimAge和DunedinPace时钟在组织间表现出一致的合子性相关性,而多组织时钟(如ZhangQ)则表现出类似的MZ-DZ相关性。虽然基于唾液的DNA甲基化不能直接替代基于血液的DNA甲基化,但BC和PBMC具有可比性;然而,当在组织内进行比较时,所有组织类型都可能适合DNA甲基化老化研究。
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
Epigenetics
Epigenetics 生物-生化与分子生物学
CiteScore
6.80
自引率
2.70%
发文量
82
审稿时长
3-8 weeks
期刊介绍: Epigenetics publishes peer-reviewed original research and review articles that provide an unprecedented forum where epigenetic mechanisms and their role in diverse biological processes can be revealed, shared, and discussed. Epigenetics research studies heritable changes in gene expression caused by mechanisms others than the modification of the DNA sequence. Epigenetics therefore plays critical roles in a variety of biological systems, diseases, and disciplines. Topics of interest include (but are not limited to): DNA methylation Nucleosome positioning and modification Gene silencing Imprinting Nuclear reprogramming Chromatin remodeling Non-coding RNA Non-histone chromosomal elements Dosage compensation Nuclear organization Epigenetic therapy and diagnostics Nutrition and environmental epigenetics Cancer epigenetics Neuroepigenetics
×
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