Identification of hub genes for the diagnosis associated with heart failure using multiple cell death patterns

Abstract Aims Heart failure (HF) is an important public health problem worldwide, and programmed cell death (PCD) plays a crucial role in its pathologic process. This study aims to identify the hub genes associated with HF through PCD in order to better understand the pathogenesis of HF and improve...

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Bibliographic Details
Main Authors: Hua‐jing Yuan, Hui Yu, Yi‐ding Yu, Xiu‐juan Liu, Wen‐wen Liu, Yi‐tao Xue, Yan Li
Format: Article
Language:English
Published: Wiley 2025-08-01
Series:ESC Heart Failure
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Online Access:https://doi.org/10.1002/ehf2.15299
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