Dilated cardiomyopathy signature metabolic marker screening: Machine learning and multi-omics analysis

Dilated cardiomyopathy signature metabolic marker screening: Machine learning and multi-omics analysis

Objects: Our aim was to identify changes in the metabolome in dilated cardiomyopathy (DCM) as well as to construct a metabolic diagnostic model for DCM. Methods: We utilized non-targeted metabolomics with a cross-sectional cohort of age- and sex-matched DCM patients and controls. Metabolomics data w...

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Bibliographic Details
Main Authors: Xiao-Lei Li, Aibibanmu Aizezi, Yan-Peng Li, Yan-Hong Li, Fen Liu, Qian Zhao, Xiang Ma, Dilare Adi, Yi-Tong Ma
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Heliyon
Subjects:
Metabolomic
Dilated cardiomyopathy
Glycerophospholipid
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S240584402500307X
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