Multi-omics approach reveals CCND1, GABPA, HIF1A, and SOX6 as key regulators and prognostic markers in heart failure

Abstract Introduction Heart failure (HF) is a progressive condition with complex molecular mechanisms. This study aims to identify potential biomarkers and therapeutic targets by analyzing differentially expressed genes (DEGs) in HF patients, exploring the roles of hub genes, and developing a risk m...

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Bibliographic Details
Main Authors: Ping He, Lang Deng, Kaijie Wu
Format: Article
Language:English
Published: BMC 2025-08-01
Series:Hereditas
Subjects:
Online Access:https://doi.org/10.1186/s41065-025-00536-y
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