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Yang Zhang

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Open access Aug 2026

Metabolomics-Defined Subtypes of Prediabetes and Risk of Cardiovascular-Kidney-Metabolic Outcomes

Whether data-driven clustering based on metabolomic biomarkers could define distinct prediabetes subtypes with differential type 2 diabetes, cardiovascular disease, and chronic kidney disease risk is examined and metabolomics-based subtypes may improve risk stratification and support precision prevention strategies.

Fei Chen, Yang Zhang, Weihao Wang et al. · 0 citations

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