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The mediating role of epigenetic ageing in the nonlinear association between body mass index and survival: a prospective cohort analysis of the US Health and Retirement Study
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden ; Faculty of Medicine and Health Technology, and Gerontology Research Center, University of Tampere, Finland ; Tampere Institute for Advanced Study, Tampere University, Finland.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Center for Economic and Social Research, University of Southern California, Los Angeles, CA, United States ; Institute for Gerontology, Jönköping University, Sweden.
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2025 (English)In: EBioMedicine, E-ISSN 2352-3964, Vol. 119, no September 2025, article id 105883Article in journal (Refereed) Published
Abstract [en]

Background: The role of biological ageing in the association between body mass index (BMI) and survival remains unclear. We examined whether epigenetic age acceleration (EAA), a biomarker of biological ageing, mediates the BMI-survival association. Methods: We analysed data from 3840 participants (aged 51–100) in the 2016 US Health and Retirement Study, with survival information through 2020. Mediation analyses were performed using linear regression and Gompertz proportional hazards models with restricted cubic splines, adjusting for age, sex, ethnicity/race, smoking, education, and metabolic health. Average direct effects (ADE) of BMI and average causal mediation effects of EAA (HannumAgeAcc, PhenoAgeAcc, GrimAgeAcc, and DunedinPace) on survival time were estimated with 95% confidence intervals (CI). Findings: Associations between BMI, EAA, and survival were nonlinear: high and low BMIs were associated with higher EAA and reduced survival time. ADEs of high BMI (35 kg/m2 versus 27 kg/m2) were not statistically significant (reduced survival time: 1.21–1.58 years) but significant for low BMI (19 kg/m2 versus 27 kg/m2, reduced survival time: 5.60–6.38 years). For high BMI, mediation was significant through all EAAs, with reduced survival time ranging from 0.28 to 0.71 years, accounting for 15–37% of total effects. For low BMI, mediation was statistically significant through HannumAgeAcc (reduced survival time: 0.44, CI: 0.08–0.86) and GrimAgeAcc (reduced survival time: 0.73, CI: 0.15–1.38), accounting for 7–11% of total effects. Interpretation: EAA partially mediated the high BMI-survival association, supporting the mediating role of accelerated ageing in the obesity-survival relationship. Mediation through EAA in the low BMI-survival association was weaker, indicating that alternative mechanisms, other than accelerated ageing, may dominate. Funding: Forte, Vetenskaprådet, SFOepi, Karolinska Institutet's Research Foundation, Loo and Hans Osterman Foundation, the Foundation for Geriatric Diseases at Karolinska Institutet. 

Place, publisher, year, edition, pages
Elsevier, 2025. Vol. 119, no September 2025, article id 105883
Keywords [en]
Biological age, Body mass index, Epigenetic age, Mediation analysis, Mortality, Obesity
National Category
Public Health, Global Health and Social Medicine Geriatrics
Research subject
Wellbeing in long-term health problems (WeLHP)
Identifiers
URN: urn:nbn:se:his:diva-25762DOI: 10.1016/j.ebiom.2025.105883ISI: 001564990100001PubMedID: 40819634Scopus ID: 2-s2.0-105013653740OAI: oai:DiVA.org:his-25762DiVA, id: diva2:1992760
Funder
Forte, Swedish Research Council for Health, Working Life and Welfare, 2022-00672The Karolinska Institutet's Research Foundation, 2022-01718Loo och Hans Ostermans Stiftelse för medicinsk forskning, 2022-01222Loo och Hans Ostermans Stiftelse för medicinsk forskning, 2023-01855Loo och Hans Ostermans Stiftelse för medicinsk forskning, 2024-02197Foundation for Geriatric Diseases at Karolinska Institutet, 2022-01296Foundation for Geriatric Diseases at Karolinska Institutet, 2023-01854Foundation for Geriatric Diseases at Karolinska Institutet, 2024-02116Swedish Research Council, 2016–03081
Note

CC BY 4.0

© 2025 The Author(s)

Correspondence Address: P. Ler; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Nobels väg 12A, 171 65, Sweden; email: peggy.ler@ki.se; I.K. Karlsson; Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Nobels väg 12A, 171 65, Sweden; email: ida.karlsson@ki.se

This research was funded by the Swedish Research Council for Health, Working Life and Welfare (Forte; 2022-00672); the Strategic Research Program in Epidemiology (SFOepi) at Karolinska Institutet, Karolinska Institutet’s Research Foundation (2022-01718); Loo and Hans Osterman Foundation (2022-01222, 2023-01855, 2024-02197); the Foundation for Geriatric Diseases at Karolinska Institutet (2022-01296, 2023-01854, 2024-02116); and the Swedish Research Council (Vetenskaprådet; 2016–03081).

Available from: 2025-08-28 Created: 2025-08-28 Last updated: 2025-09-29Bibliographically approved

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Dahl Aslan, Anna K.

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