Integrating machine learning and nontargeted plasma lipidomics to explore lipid characteristics of premetabolic syndrome and metabolic syndrome

ObjectiveTo identify plasma lipid characteristics associated with premetabolic syndrome (pre-MetS) and metabolic syndrome (MetS) and provide biomarkers through machine learning methods.MethodsPlasma lipidomics profiling was conducted using samples from healthy individuals, pre-MetS patients, and Met...

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Bibliographic Details

Published in:	Frontiers in Endocrinology
Main Authors:	Xinfeng Huang, Qing He, Haiping Hu, Huanhuan Shi, Xiaoyang Zhang, Youqiong Xu
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2024-03-01
Subjects:	machine learning nontargeted lipidomics premetabolic syndrome metabolic syndrome biomarkers
Online Access:	https://www.frontiersin.org/articles/10.3389/fendo.2024.1335269/full