Methylome-transcriptome integration reveals molecular signatures of intrinsic aerobic capacity in aged skeletal muscle.

IF 13.1 1区 医学 Q1 HOSPITALITY, LEISURE, SPORT & TOURISM
Lei Zhou, Soroosh Mozaffaritabar, Ferenc Torma, Erika Koltai, Takuji Kawamura, Mitsuru Higuchi, Zhentao Zhong, Lauren Gerard Koch, Steven Loyal Britton, Zsolt Radák
{"title":"Methylome-transcriptome integration reveals molecular signatures of intrinsic aerobic capacity in aged skeletal muscle.","authors":"Lei Zhou, Soroosh Mozaffaritabar, Ferenc Torma, Erika Koltai, Takuji Kawamura, Mitsuru Higuchi, Zhentao Zhong, Lauren Gerard Koch, Steven Loyal Britton, Zsolt Radák","doi":"10.1016/j.jshs.2026.101178","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Intrinsic aerobic capacity is a critical determinant of metabolic health and healthy aging, yet its epigenomic and transcriptomic features in aged skeletal muscle, and whether these intrinsic differences are accompanied by distinct exercise-related molecular responses, remain unclear.</p><p><strong>Methods: </strong>Soleus muscle from aged selectively bred high- and low-running capacity rats (HCR and LCR; 23-24 months) was profiled by reduced representation bisulfite sequencing (RRBS) and RNA sequencing (RNA-seq). Differentially methylated regions (DMRs) were annotated, functionally enriched, integrated with differentially expressed genes (DEGs), and correlated with maximal oxygen uptake (VO₂<sub>max</sub>). An age-comparable voluntary-running cohort was further analyzed by RNA-seq and selected protein profiling to assess exercise adaptation.</p><p><strong>Results: </strong>RRBS identified broad baseline methylome remodeling, including 7196 significant DMRs, with a higher proportion of hypermethylated regions in HCR muscle. These DMRs were mainly localized to open-sea CpGs, while gene-associated DMRs were predominantly intronic and exonic, and showed context-dependent functional enrichment. Baseline RNA-seq identified 322 DEGs between HCR and LCR muscle. Methylome-transcriptome integration revealed 72 DMR-DEG pairs representing 53 unique genes, mostly located in open-sea, intronic, and exonic regions. Exploratory VO<sub>2max</sub> analysis identified 63 DMRs associated with aerobic capacity. Chronic voluntary running induced more DEGs in HCR than in LCR muscle, while pathway-level responses in both lines converged on mitochondrial and oxidative metabolism. Selected protein profiling further revealed mainly baseline LCR-HCR differences, with limited additional exercise-associated changes.</p><p><strong>Conclusion: </strong>Intrinsic high aerobic capacity in aged skeletal muscle is associated with hypermethylation-enriched methylome remodeling, feature-dependent functional enrichment, distinct transcriptional signatures, and oxidative-metabolic protein differences. These findings provide a multi-layer molecular framework for understanding intrinsic aerobic-capacity divergence in aged skeletal muscle and highlight candidate regulatory regions for future functional validation.</p>","PeriodicalId":48897,"journal":{"name":"Journal of Sport and Health Science","volume":" ","pages":"101178"},"PeriodicalIF":13.1000,"publicationDate":"2026-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Sport and Health Science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.jshs.2026.101178","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HOSPITALITY, LEISURE, SPORT & TOURISM","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Intrinsic aerobic capacity is a critical determinant of metabolic health and healthy aging, yet its epigenomic and transcriptomic features in aged skeletal muscle, and whether these intrinsic differences are accompanied by distinct exercise-related molecular responses, remain unclear.

Methods: Soleus muscle from aged selectively bred high- and low-running capacity rats (HCR and LCR; 23-24 months) was profiled by reduced representation bisulfite sequencing (RRBS) and RNA sequencing (RNA-seq). Differentially methylated regions (DMRs) were annotated, functionally enriched, integrated with differentially expressed genes (DEGs), and correlated with maximal oxygen uptake (VO₂max). An age-comparable voluntary-running cohort was further analyzed by RNA-seq and selected protein profiling to assess exercise adaptation.

Results: RRBS identified broad baseline methylome remodeling, including 7196 significant DMRs, with a higher proportion of hypermethylated regions in HCR muscle. These DMRs were mainly localized to open-sea CpGs, while gene-associated DMRs were predominantly intronic and exonic, and showed context-dependent functional enrichment. Baseline RNA-seq identified 322 DEGs between HCR and LCR muscle. Methylome-transcriptome integration revealed 72 DMR-DEG pairs representing 53 unique genes, mostly located in open-sea, intronic, and exonic regions. Exploratory VO2max analysis identified 63 DMRs associated with aerobic capacity. Chronic voluntary running induced more DEGs in HCR than in LCR muscle, while pathway-level responses in both lines converged on mitochondrial and oxidative metabolism. Selected protein profiling further revealed mainly baseline LCR-HCR differences, with limited additional exercise-associated changes.

Conclusion: Intrinsic high aerobic capacity in aged skeletal muscle is associated with hypermethylation-enriched methylome remodeling, feature-dependent functional enrichment, distinct transcriptional signatures, and oxidative-metabolic protein differences. These findings provide a multi-layer molecular framework for understanding intrinsic aerobic-capacity divergence in aged skeletal muscle and highlight candidate regulatory regions for future functional validation.

甲基组-转录组整合揭示了老年骨骼肌内在有氧能力的分子特征。
背景:内在有氧能力是代谢健康和健康衰老的关键决定因素,但其在老年骨骼肌中的表观基因组和转录组特征,以及这些内在差异是否伴随着明显的运动相关分子反应,目前尚不清楚。方法:采用亚硫酸盐还原测序(RRBS)和RNA测序(RNA-seq)对23-24月龄选择性饲养的高、低跑能力大鼠(HCR和LCR; 23-24月龄)比目鱼肌进行分析。差异甲基化区(DMRs)被注释,功能丰富,与差异表达基因(DEGs)整合,并与最大摄氧量(vo2max)相关。通过RNA-seq和选择的蛋白质谱分析进一步分析了年龄可比的自愿跑步队列,以评估运动适应。结果:RRBS发现了广泛的基线甲基组重塑,包括7196个显著的DMRs, HCR肌肉中高甲基化区域的比例更高。这些DMRs主要定位于公海CpGs,而基因相关的DMRs主要是内含子和外显子,并表现出上下文依赖的功能富集。基线RNA-seq鉴定了HCR和LCR肌肉之间的322个deg。甲基组-转录组整合发现了72对DMR-DEG,代表53个独特的基因,主要位于公海、内含子和外显子区域。探索性VO2max分析确定了63个与有氧能力相关的DMRs。慢性自主跑步在HCR肌肉中诱导的deg多于LCR肌肉,而两者的途径水平反应都集中在线粒体和氧化代谢上。选定的蛋白质谱进一步揭示了LCR-HCR基线差异,以及有限的额外运动相关变化。结论:老年骨骼肌固有的高有氧能力与高甲基化富集的甲基组重塑、特征依赖的功能富集、不同的转录特征和氧化代谢蛋白差异有关。这些发现为理解老年骨骼肌固有的有氧能力差异提供了一个多层分子框架,并为未来的功能验证提供了候选调控区域。
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
CiteScore
18.30
自引率
1.70%
发文量
101
审稿时长
22 weeks
期刊介绍: The Journal of Sport and Health Science (JSHS) is an international, multidisciplinary journal that aims to advance the fields of sport, exercise, physical activity, and health sciences. Published by Elsevier B.V. on behalf of Shanghai University of Sport, JSHS is dedicated to promoting original and impactful research, as well as topical reviews, editorials, opinions, and commentary papers. With a focus on physical and mental health, injury and disease prevention, traditional Chinese exercise, and human performance, JSHS offers a platform for scholars and researchers to share their findings and contribute to the advancement of these fields. Our journal is peer-reviewed, ensuring that all published works meet the highest academic standards. Supported by a carefully selected international editorial board, JSHS upholds impeccable integrity and provides an efficient publication platform. We invite submissions from scholars and researchers worldwide, and we are committed to disseminating insightful and influential research in the field of sport and health science.
×
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