ArticleClinical epigenetics2021
Epigenetic age is associated with baseline and 3-year change in frailty in the Canadian Longitudinal Study on Aging.
Article in Clinical epigenetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.
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Who cites it
34 citing papers in PubMed.
- Tai Chi versus health education as a frailty intervention for community-dwelling older adults with hypertension.Aging clinical and experimental research · 2023Trial
- Article
- Interpersonal stress, epigenetic indices of inflammation, and depressive symptoms: Longitudinal associations from adolescence to young adulthood.Neurobiology of stress · 2026Article
- Predicting Post-Radiotherapy Epigenetic Age Acceleration From Pre-Treatment Data Using a Machine Learning Framework in Head and Neck Cancer Patients.Cancer medicine · 2026Article
- The application value of frailty assessment tools in the perioperative period: A narrative review.Journal of anesthesia and translational medicine · 2026Review
- Epigenetic aging markers in the association between frailty and mortality among U.S. adults.BMC medicine · 2026Article
- Associations of summary measures of longitudinal frailty assessments with health outcomes.The journals of gerontology. Series A, Biological sciences and medical sciences · 2026Article
- Article
- Associations of Epigenetic Age Acceleration with Motor Impairment: Evidence from the PPMI Cohort.medRxiv : the preprint server for health sciences · 2025Article
- Exploring DNA methylation age and the influence of physical performance, and hypertension on frailty in elderly women.Scientific reports · 2025Article
- Uncovering the multivariate genetic architecture of frailty with genomic structural equation modeling.Nature genetics · 2025Article
- Article
- Plasma microRNA signatures of aging and their links to health outcomes and mortality: findings from a population-based cohort study.Genome medicine · 2025Article
- Epigenetic Biomarkers of Cardiovascular Risk in Frail Patients-A Scope Review.Current issues in molecular biology · 2025Review
- The association of prenatal ambient air pollution with placental epigenetic gestational age at birth.Environmental epidemiology (Philadelphia, Pa.) · 2025Article
- Biological age and clinical frailty scale measured at intensive care unit admission as predictors of hospital mortality among the critically ill in Western Australia: a retrospective cohort study.Acute and critical care · 2025Article
- A review of artificial intelligence-based brain age estimation and its applications for related diseases.Briefings in functional genomics · 2025Review
- Temporal Dynamics of Epigenetic Aging and Frailty From Midlife to Old Age.The journals of gerontology. Series A, Biological sciences and medical sciences · 2024Article
- High-Impact Pain Is Associated With Epigenetic Aging Among Middle-Aged and Older Adults: Findings From the Health and Retirement Study.The journals of gerontology. Series A, Biological sciences and medical sciences · 2024Article
- Epigenetic age acceleration and the risk of frailty, and persistent activities of daily living (ADL) disability.Age and ageing · 2024Article
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7 authors.
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Abstract
backgroundThe trajectory of frailty in older adults is important to public health; therefore, markers that may help predict this and other important outcomes could be beneficial. Epigenetic clocks have been developed and are associated with various health-related outcomes and sociodemographic factors, but associations with frailty are poorly described. Further, it is uncertain whether newer generations of epigenetic clocks, trained on variables other than chronological age, would be more strongly associated with frailty than earlier developed clocks. Using data from the Canadian Longitudinal Study on Aging (CLSA), we tested the hypothesis that clocks trained on phenotypic markers of health or mortality (i.e., Dunedin PoAm, GrimAge, PhenoAge and Zhang in Nat Commun 8:14617, 2017) would best predict changes in a 76-item frailty index (FI) over a 3-year interval, as compared to clocks trained on chronological age (i.e., Hannum in Mol Cell 49:359-367, 2013, Horvath in Genome Biol 14:R115, 2013, Lin in Aging 8:394-401, 2016, and Yang Genome Biol 17:205, 2016).
resultsWe show that in 1446 participants, phenotype/mortality-trained clocks outperformed age-trained clocks with regard to the association with baseline frailty (mean = 0.141, SD = 0.075), the greatest of which is GrimAge, where a 1-SD increase in ΔGrimAge (i.e., the difference from chronological age) was associated with a 0.020 increase in frailty (95% CI 0.016, 0.024), or ~ 27% relative to the SD in frailty. Only GrimAge and Hannum (Mol Cell 49:359-367, 2013) were significantly associated with change in frailty over time, where a 1-SD increase in ΔGrimAge and ΔHannum 2013 was associated with a 0.0030 (95% CI 0.0007, 0.0050) and 0.0028 (95% CI 0.0007, 0.0050) increase over 3 years, respectively, or ~ 7% relative to the SD in frailty change.
conclusionBoth prevalence and change in frailty are associated with increased epigenetic age. However, not all clocks are equally sensitive to these outcomes and depend on their underlying relationship with chronological age, healthspan and lifespan. Certain clocks were significantly associated with relatively short-term changes in frailty, thereby supporting their utility in initiatives and interventions to promote healthy aging.
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