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The synergistic pattern of metabolic-inflammatory changes jointly predicts cardiovascular risk in Chinese middle-aged and older adults: a prospective cohort study.

Sci Rep · 2026 · PMC13273084 · PMID 42303983

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Although subgroup analyses revealed numerically stronger associations in individuals aged < 60 years, females, and current smokers, formal interaction tests did not reach statistical significance, suggesting that the predictive value of metabolic-inflammatory patterns is broadly consistent across different population strata.

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