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Author

Min-Qing Lin

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Open access Aug 2026

Metabolic signatures and machine learning identify gut-liver-heart axis dysfunction as a potential link to major adverse cardiovascular events in coronary artery disease

Dysregulated linoleic acid oxidation, altered PPAR signaling, and disturbed primary bile acid-FGF19 metabolism may represent key metabolic pathways associated with MACE susceptibility and hold significant promise for refining cardiovascular risk stratification and guiding targeted preventive interventions.

Min-Qing Lin, Chun-Ka Wong, K. Au et al. · 0 citations

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