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Jingkun Hu

Fudan University

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SEP 5, 2026 · JOURNAL ARTICLE

Global transitions of concomitant patterns and risk factors of cardio-renal-metabolic conditions among the elderly

The Journals of Gerontology Series a

Rigorous global analysis across 204 countries using Bayesian age-period-cohort modeling and machine learning to identify multimorbidity patterns and risk factors for cardio-renal-metabolic disease in older adults, with clear regional trends and projections to 2035.

Strong EvidenceXin Zhang Chengnan Guo Tiejun Zhang

Reported

Study period1990 to 2021

Geographic scope204 countries and territories

Multimorbidity patterns identified15

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