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Hai-Yang Liu

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Open access Aug 2026

Metabolic Indices of Atherogenicity, Insulin Resistance, and Inflammation (AIP, TyG, and CTI) and the Risk of Renal Function Decline in Early-Stage CKM Syndrome: A Nationwide Prospective Cohort Study

Monitoring these composite indices and maintaining them within observed metabolic ranges may aid in early renal risk stratification and monitoring, though the exploratory statistical inflection points identified require validation in independent cohorts before clinical application.

Shixin Yan, Hai-Yang Liu · 0 citations

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