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Abstract Biological aging trajectories vary considerably among individuals of the same chronological age, partly attributable to differences in metabolic health. Nevertheless, the combined influence of long-term weight maintenance and insulin resistance on Light BioAge acceleration remains insufficiently characterized. Data were derived from two population-based cohorts: the China Health and Retirement Longitudinal Study (CHARLS) and the UK Biobank.
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