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A longitudinal study of the bidirectional temporal dynamics between body mass index and biological aging
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden; Department of Pharmacology and Pharmacy Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Institute for Behavioral Genetics and Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, Colorado, USA.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden.
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2025 (English)In: Journal of Cachexia, Sarcopenia and Muscle, ISSN 2190-5991, E-ISSN 2190-6009, Vol. 16, no 3, article id e13824Article in journal (Refereed) Published
Sustainable development
00. Sustainable Development, 3. Good health and well-being
Abstract [en]

BACKGROUND: Obesity and aging share biological processes, but their relationship remains unclear, especially in late life. Understanding how body mass index (BMI) and biological aging influence each other can guide strategies to reduce age- and obesity-related health risks. We examined the bidirectional, longitudinal association between changes in BMI and biological aging, measured by frailty index (FI) and functional aging index (FAI), across late life.

METHODS: This longitudinal cohort study used data from the Swedish Twin Registry substudies, GENDER, OCTO-Twin and SATSA, collected via in-person assessments from 1986 to 2014 at 2- to 4-year intervals. We analysed 6216-6512 evaluations from 1902 to 1976 Swedish twins. Dual change score models were applied to assess the bidirectional, longitudinal association between BMI and FI or FAI from ages 60.0-91.9. FI measured physiological aging, while FAI assessed functional aging through a composite score of functional abilities.

RESULTS: At first measurement, mean age was 74 ± 8, and 41% were males. BMI-FI relationship was bidirectional (p value ≤ 0.001): Higher BMI predicted a greater increase in FI over time (coupling effect [γ] = 0.86, 95% confidence interval [CI] = 0.65-1.06, p value ≤ 0.001), and higher FI predicted steeper decline in BMI (γ = -0.04, 95% CI = -0.05 to -0.03, p value ≤ 0.001). When including coupling from FI, BMI showed a nonlinear trajectory with a mean intercept of 26.32 kg/m2 (95% CI = 25.76-26.88), declining more rapidly after age 75. When including BMI coupling, FI increased from a mean intercept of 7.91% (95% CI = 6.41-9.42), with steeper growth from ages 60-75. BMI-FAI relationship was unidirectional (p value ≤ 0.001): Higher FAI predicted a steeper BMI decline (γ = -0.02, 95% CI = -0.02 to -0.01, p value ≤ 0.001). By including FAI coupling, BMI had a mean intercept of 26.10 kg/m2 (95% CI = 25.47-26.74), declining rapidly after age 75. FAI increased exponentially from a mean intercept of 36.49 (95% CI = 34.54-38.43).

CONCLUSIONS: Higher BMI predicted a steeper increase in FI, substantiating the hypothesis that obesity accelerates biological aging. Higher biological aging, measured as FI and FAI, drove a steeper BMI decline in late life, signalling that late-life weight loss may result from accelerated aging. Higher BMI may accelerate aspects of the aging process, and the aging process, in turn, accelerates late-life BMI decline, necessitating an integrated approach to manage both obesity and unintentional weight loss among older adults.

Place, publisher, year, edition, pages
John Wiley & Sons, 2025. Vol. 16, no 3, article id e13824
Keywords [en]
biological aging, body mass index, dual change score, frailty index, obesity, trajectory
National Category
Geriatrics Gerontology, specialising in Medical and Health Sciences Public Health, Global Health and Social Medicine
Identifiers
URN: urn:nbn:se:hj:diva-67762DOI: 10.1002/jcsm.13824ISI: 001522046100020PubMedID: 40342213Scopus ID: 2-s2.0-105004687533Local ID: GOA;intsam;1016425OAI: oai:DiVA.org:hj-67762DiVA, id: diva2:1958159
Funder
Forte, Swedish Research Council for Health, Working Life and Welfare, 2022-00672; 97:0147:1B; 2009-0795Loo och Hans Ostermans Stiftelse för medicinsk forskning, 2022-01222; 2023-01855; 2024-02197Foundation for Geriatric Diseases at Karolinska Institutet, 2022-01296; 2023-01854; 2024-02116NIH (National Institutes of Health), R01AG060470; AG059329; R01AG037985; R01AG081248; R01AG089666; R01AG08861Swedish Research Council, 2016–03081; 825-2007-7460; 825-2009-6141Edith och Erik Fernströms Stiftelse för medicinsk forskningThe Karolinska Institutet's Research Foundation, 2022-01718Available from: 2025-05-14 Created: 2025-05-14 Last updated: 2025-10-13Bibliographically approved

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Dahl Aslan, Anna K.Finkel, DeborahKarlsson, Ida K.

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Journal of Cachexia, Sarcopenia and Muscle
GeriatricsGerontology, specialising in Medical and Health SciencesPublic Health, Global Health and Social Medicine

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