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

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

Abstract 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),...

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Bibliographic Details
Main Authors: Baeki E. Kang, Aron Park, Hyekyung Yang, Yunju Jo, Tae Gyu Oh, Seung Min Jeong, Yosep Ji, Hyung‐Lae Kim, Han‐Na Kim, Johan Auwerx, Seungyoon Nam, Cheol-Young Park, Dongryeol Ryu
Format: Article
Language:English
Published: Nature Portfolio 2022-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-26102-4

Internet

https://doi.org/10.1038/s41598-022-26102-4

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