Author

Yuan Liu

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Open access Aug 2026

Atherogenic, cardiometabolic, and adiposity composite indices for identifying prehypertension and hypertension: conventional regression and explainable machine learning

Background Prehypertension and hypertension are cardiovascular risk states. We examined whether biomarker-derived atherogenic, cardiometabolic, and adiposity indices were associated with blood pressure status in adults undergoing health examinations. Methods This hospital-based cross-sectional study included 2, 136 adu...

Hao Sun, Yuan Liu · Frontiers in Endocrinology · 0 citations

Open access Jul 2026

Comparative evaluation of insulin resistance indices for predicting adverse cardiovascular events in hyperuricemia: insights from UK biobank and Shanghai Pudong cohort

Inflammatory activation and accelerated aging constituting key mechanistic pathways serve as clinically valuable tools for CVD risk stratification in HUA, with inflammatory activation and accelerated aging constituting key mechanistic pathways.

Hong-Lin Liu, Shuhao Cui, Lijun Chang et al. · Frontiers in Nutrition · 0 citations