Machine learning-derived gut microbiome signature predicts fatty liver disease in the presence of insulin resistance

A simple predictive biomarker for fatty liver disease is required for individuals with insulin resistance. Here, we developed a supervised machine learning-based classifier for fatty liver disease using fecal 16S rDNA sequencing data. Based on the Kangbuk Samsung Hospital cohort (n = 777), we genera...

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Detalles Bibliográficos
Autores principales: Kang, Baeki E., Park, Aron, Yang, Hyekyung, Jo, Yunju, Oh, Tae Gyu, Jeong, Seung Min, Ji, Yosep, Kim, Hyung‐Lae, Kim, Han‐Na, Auwerx, Johan, Nam, Seungyoon, Park, Cheol-Young, Ryu, Dongryeol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9759583/
https://www.ncbi.nlm.nih.gov/pubmed/36528695
http://dx.doi.org/10.1038/s41598-022-26102-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9759583/
https://www.ncbi.nlm.nih.gov/pubmed/36528695
http://dx.doi.org/10.1038/s41598-022-26102-4

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