1
|
You Y, Chen Y, Ding H, Liu Q, Wang R, Xu K, Wang Q, Gasevic D, Ma X. Relationship between physical activity and DNA methylation-predicted epigenetic clocks. NPJ AGING 2025; 11:27. [PMID: 40221397 PMCID: PMC11993638 DOI: 10.1038/s41514-025-00217-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Accepted: 03/26/2025] [Indexed: 04/14/2025]
Abstract
This study investigates the relationship between physical activity (PA) levels and DNA methylation (DNAm)-predicted epigenetic clocks in a U.S. population sample (n = 948, mean age 62, 49% female). Eight epigenetic clocks were analyzed, revealing that higher PA levels were significantly associated with younger biological ages across all indicators, with the strongest effects observed for SkinBloodAge and LinAge. Multivariable linear regression models, adjusted for sociodemographic and lifestyle factors, highlighted the potential of PA to reduce biological ageing. Subgroup analyses indicated that these associations were more pronounced among non-Hispanic whites, individuals with a BMI of 25-30, and former smokers, suggesting that the impact of PA varies across different groups. These findings emphasize the role of PA in slowing biological ageing and reducing age-related health risks. Promoting regular PA, especially among older adults and those with higher BMI, could improve well-being and lifespan, highlighting PA as a modifiable factor in healthy ageing and age-related disease prevention.
Collapse
Affiliation(s)
- Yanwei You
- Division of Sports Science & Physical Education, Tsinghua University, Beijing, 100084, China
- IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing, 100084, China
| | - Yuquan Chen
- School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing & Health Sciences, Monash University, Victoria, 3004, Australia
| | - Hao Ding
- Division of Sports Science & Physical Education, Tsinghua University, Beijing, 100084, China
- IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing, 100084, China
| | - Qiyu Liu
- School of Life Sciences, Tsinghua University, Beijing, 100084, China
| | - Rui Wang
- Division of Sports Science & Physical Education, Tsinghua University, Beijing, 100084, China
- IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing, 100084, China
| | - Kailin Xu
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Harvard Medical School, Boston, MA, 02115, USA
| | - Qingyuan Wang
- Division of Sports Science & Physical Education, Tsinghua University, Beijing, 100084, China
- IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing, 100084, China
| | - Danijela Gasevic
- School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing & Health Sciences, Monash University, Victoria, 3004, Australia
- The Centre for Global Health, Usher Institute, University of Edinburgh, Edinburgh, EH16 4UX, UK
| | - Xindong Ma
- Division of Sports Science & Physical Education, Tsinghua University, Beijing, 100084, China.
- IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing, 100084, China.
| |
Collapse
|
2
|
Kusters CDJ, Horvath S. Quantification of Epigenetic Aging in Public Health. Annu Rev Public Health 2025; 46:91-110. [PMID: 39681336 DOI: 10.1146/annurev-publhealth-060222-015657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2024]
Abstract
Estimators of biological age hold promise for use in preventive medicine, for early detection of chronic conditions, and for monitoring the effectiveness of interventions aimed at improving population health. Among the promising biomarkers in this field are DNA methylation-based biomarkers, commonly referred to as epigenetic clocks. This review provides a survey of these clocks, with an emphasis on second-generation clocks that predict human morbidity and mortality. It explores the validity of epigenetic clocks when considering factors such as race, sex differences, lifestyle, and environmental influences. Furthermore, the review addresses the current challenges and limitations in this research area.
Collapse
Affiliation(s)
- Cynthia D J Kusters
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, California, USA;
| | - Steve Horvath
- Altos Labs, Cambridge, United Kingdom;
- Department of Biostatistics, Fielding School of Public Health, University of California, Los Angeles, California, USA
| |
Collapse
|
3
|
Borrello K, Nakahira S, Fontana P, Guittu D, Hunter C, Lee A, Jahansooz J, Weldon E, Roman M, Ahn HJ, Carrazana E, Liow K. Progression of Dopaminergic Therapy Changes in Parkinson's Disease in Asian and Native Hawaiian and Pacific Islander Populations. Mov Disord Clin Pract 2025; 12:255-257. [PMID: 39555887 PMCID: PMC11802627 DOI: 10.1002/mdc3.14280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 10/26/2024] [Accepted: 11/01/2024] [Indexed: 11/19/2024] Open
Affiliation(s)
| | | | | | | | | | - Anson Lee
- John A. Burns School of MedicineHonoluluHawaiiUSA
| | | | | | - Meliza Roman
- Department of Quantitative Health SciencesUniversity of Hawaii John A. Burns School of MedicineHonoluluHawaiiUSA
| | - Hyeong Jun Ahn
- Department of Quantitative Health SciencesUniversity of Hawaii John A. Burns School of MedicineHonoluluHawaiiUSA
| | - Enrique Carrazana
- John A. Burns School of MedicineHonoluluHawaiiUSA
- NeurelisSan DiegoCaliforniaUSA
| | - Kore Liow
- John A. Burns School of MedicineHonoluluHawaiiUSA
- Parkinson's and Movement Disorders Center, Hawaii Pacific NeuroscienceHonoluluHawaiiUSA
| |
Collapse
|
4
|
Meeks GL, Scelza B, Asnake HM, Prall S, Patin E, Froment A, Fagny M, Quintana-Murci L, Henn BM, Gopalan S. Common DNA sequence variation influences epigenetic aging in African populations. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.26.608843. [PMID: 39253488 PMCID: PMC11383046 DOI: 10.1101/2024.08.26.608843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
Aging is associated with genome-wide changes in DNA methylation in humans, facilitating the development of epigenetic age prediction models. However, most of these models have been trained primarily on European-ancestry individuals, and none account for the impact of methylation quantitative trait loci (meQTL). To address these gaps, we analyzed the relationships between age, genotype, and CpG methylation in 3 understudied populations: central African Baka (n = 35), southern African ‡Khomani San (n = 52), and southern African Himba (n = 51). We find that published prediction methods yield higher mean errors in these cohorts compared to European-ancestry individuals, and find that unaccounted-for DNA sequence variation may be a significant factor underlying this loss of accuracy. We leverage information about the associations between DNA genotype and CpG methylation to develop an age predictor that is minimally influenced by meQTL, and show that this model remains accurate across a broad range of genetic backgrounds. Intriguingly, we also find that the older individuals and those exhibiting relatively lower epigenetic age acceleration in our cohorts tend to carry more epigenetic age-reducing genetic variants, suggesting a novel mechanism by which heritable factors can influence longevity.
Collapse
Affiliation(s)
- Gillian L. Meeks
- Integrative Genetics and Genomics Graduate Program, University of California, Davis, CA 95694, USA
| | - Brooke Scelza
- Department of Anthropology, University of California, Los Angeles, CA, 90095, USA
| | - Hana M. Asnake
- Forensic Science Graduate Program, University of California, Davis, CA, 95694, USA
| | - Sean Prall
- Department of Anthropology, University of California, Los Angeles, CA, 90095, USA
| | - Etienne Patin
- Human Evolutionary Genetics Unit, CNRS UMR2000, Paris, 75015, France
| | - Alain Froment
- Institut de Recherche pour le Développement, UMR 208, Muséum National d’Histoire Naturelle, Paris, 75005, France
| | - Maud Fagny
- Human Evolutionary Genetics Unit, CNRS UMR2000, Paris, 75015, France
- Université Paris-Saclay, INRAE, CNRS, AgroParisTech, Genetique Quantitative et Evolution - Le Moulon, Gif-sur-Yvette, 91190, France
| | | | - Brenna M. Henn
- Department of Anthropology, University of California Davis, Davis, CA, 95616, USA
- UC Davis Genome Center and Center for Population Biology, University of California, Davis, CA 95694, USA
| | - Shyamalika Gopalan
- Department of Ecology and Evolution, Stony Brook University, Stony Brook, NY, 11790, USA
- Department of Genetics and Biochemistry, Clemson University, Clemson, SC 29634, USA
- Center for Human Genetics, Clemson University, Greenwood, SC 29646, USA
| |
Collapse
|
5
|
Gillman AS, Pérez-Stable EJ, Das R. Advancing Health Disparities Science Through Social Epigenomics Research. JAMA Netw Open 2024; 7:e2428992. [PMID: 39073810 DOI: 10.1001/jamanetworkopen.2024.28992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/30/2024] Open
Abstract
Importance Although scientific and technological discoveries have improved the health of the US population overall, racial and ethnic minority (American Indian and Alaska Native, Asian, Black or African American, Hispanic or Latino, or Native Hawaiian and Pacific Islander persons) and socioeconomically disadvantaged populations continue to experience a disproportionate burden of disease and other adverse health conditions. To better understand and address the drivers of health disparities and inform the development of effective interventions, integrative mechanistic studies examining the dynamic interplay of multiple factors across the life course and even between generations are needed. The emerging field of social epigenomics, which seeks to link social stressors and protective factors to health status through the examination of epigenomic modifications of various biological pathways, is one promising area of research contributing to this need. Observations This thematic issue of JAMA Network Open highlights new findings from the grantees of the National Institutes of Health (NIH) Social Epigenomics Program. These findings, taken together, examine the associations of a variety of social, behavioral, and structural factors throughout the life course with epigenomic and other biological changes among populations experiencing health disparities. The studies link early-life exposures, structural inequities, and behavioral factors and interventions to epigenetic changes, and in some studies, later health outcomes. While there is still more work to be done to fully characterize the mechanistic pathways linking social exposures to epigenetic changes and health outcomes, the body of work presented in this special issue represents solid progress toward this goal. Conclusions and Relevance The studies highlighted in this special issue demonstrate important scientific progress in the complex integration of social determinants of health and health disparities with biological pathways and health outcomes to improve understanding of the mechanisms underlying health disparities among various underserved populations. Continued progress remains important in integrating different disciplines to transform the field of health disparities research.
Collapse
Affiliation(s)
- Arielle S Gillman
- Division of Integrative Biological and Behavioral Sciences, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, Maryland
| | - Eliseo J Pérez-Stable
- National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, Maryland
| | - Rina Das
- Division of Integrative Biological and Behavioral Sciences, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, Maryland
| |
Collapse
|