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DOI 10.1016/j.jnha.2026.100967

Медицинская библиотека · The journal of nutrition, health & aging · 2026

Impact of frailty phenotype on chronic disease accumulation and healthy life years lost: A multi-state analysis of the UK Biobank.

Xing Xiaoming, Zhao Cong, Li Menglin, Huang Jiaqin, Chen Yu, Sun Wenting, Yu Yanqiao, Chen Xuenan, Qiao Linlin, Li Yi, Yan Xiaoguang, Li Ye

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Аннотация

BACKGROUND

Frailty is a systemic vulnerability syndrome linked to adverse health outcomes, yet its role in shaping the dynamic trajectory from health through incident disease to multimorbidity remains poorly understood.

METHODS

Among 276,696 disease-free UK Biobank participants (mean age 55.3 years; 53.5% female; median follow-up of over 13 years), we evaluated baseline frailty phenotype (robust, pre-frail, frail) as a predictor of 43 chronic conditions using Cox models and restricted mean survival time (RMST) analysis. A four-state Markov multistate model mapped transitions across healthy, incident disease, multimorbidity, and death. Multimorbidity clustering was performed via multiple correspondence analysis and K-means. Population attributable fractions (PAFs) quantified the frailty-attributable disease burden.

RESULTS

Frailty was significantly associated with 42 of 43 conditions (97.7%). The frail group lost 2.72 years (95% CI, 2.64-2.81) of multimorbidity-free survival over 12 years. In multistate models, frailty was strongly associated with higher hazards of transition from healthy to incident disease (HR 1.77; 95% CI, 1.72-1.83) and from incident disease to multimorbidity (HR 1.73; 95% CI, 1.68-1.79), but showed attenuated associations with post-disease mortality. Four stable multimorbidity phenotypes were identified. PAF analysis indicated that eliminating pre-frailty and frailty could theoretically prevent 9.85% of incident disease events and 9.40% of multimorbidity progression, with pre-frailty contributing the majority of the attributable burden (7.83%).

CONCLUSIONS

Baseline frailty was strongly associated with broad-spectrum chronic disease onset and accelerated multimorbidity accumulation. Systematic screening and early intervention targeting pre-frailty, particularly in middle-aged populations, holds substantial promise for delaying the multimorbidity trajectory.

Для цитирования: Xing Xiaoming, Zhao Cong, Li Menglin, Huang Jiaqin, Chen Yu, Sun Wenting, Yu Yanqiao, Chen Xuenan, Qiao Linlin, Li Yi, Yan Xiaoguang, Li Ye. Impact of frailty phenotype on chronic disease accumulation and healthy life years lost: A multi-state analysis of the UK Biobank.. The journal of nutrition, health & aging. 2026. DOI: 10.1016/j.jnha.2026.100967.
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