A novel serum metabolite classifier for identifying Metabolic Dysfunction-Associated Steatotic Liver Disease (MASLD) integrating metabolomics and machine learning

Abstract Background Metabolic dysfunction-associated steatotic liver disease (MASLD) presents a growing global health burden, while reliable non-invasive biomarkers for identifying affected individuals remain limited. This study aimed to characterize serum metabolomic signatures associated with stea...

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Detalhes bibliográficos

Principais autores:	Binghui Li, Yiru Zhang, Ziyang Li, Zhiyang Chen, Zhe Guo, Weimin Wu, Li Tan, Lini Dong, Xiangyu Zhang, Xing Lyu, Min Hu, Qichen Long
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2026-04-01
coleção:	BMC Gastroenterology
Assuntos:	Metabolic dysfunction-associated steatotic liver disease Metabolomics Machine learning Gut microbiota Chinese
Acesso em linha:	https://doi.org/10.1186/s12876-026-04842-1
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