Identification of palmitoylated biomarkers in non-alcoholic fatty liver disease via integrated bioinformatics analysis and machine learning

Identification of palmitoylated biomarkers in non-alcoholic fatty liver disease via integrated bioinformatics analysis and machine learning

Abstract Non-alcoholic fatty liver disease (NAFLD) is a global health challenge with complex pathogenesis and limited diagnostic biomarkers. Palmitoylation, a post-translational modification, has emerged as a critical regulator in metabolic disorders, yet its role in NAFLD remains underexplored. Thi...

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Bibliographic Details
Main Authors: Zheng Liu, Xiaohong Wang, Mingzhu Xiu, Rui Luo, Xiaomin Shi, Yizhou Wang, Yusong Ye, Ruiyu Wang, Sha Liu, Muhan Lv, Xiaowei Tang
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Non-alcoholic fatty liver disease
Palmitoylation
Biomarker
Bioinformatics
Machine learning
Online Access:https://doi.org/10.1038/s41598-025-13477-3
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