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Shuangqing Li

West China Medical Center of Sichuan University

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AUG 8, 2026 · JOURNAL ARTICLE

TyG-Biomarker discordance profiling identifies metabolically heterogeneous phenotypes with divergent cardiovascular and diabetes risk: metabolomic characterization from the UK biobank

Lipids in Health and Disease

A large observational study identifying reproducible metabolic phenotypes with divergent clinical associations, supported by metabolomic validation, but lacking experimental intervention or prospective risk prediction validation.

PromisingYuhao Yang TGF Β Signaling in Diseases Yaxi Liu

Reported

Sample size496724

Follow-up duration10 years

Number of discordance profiles id…6

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