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

Journal: ESC heart failure
Published Date: Apr 10, 2025

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 its diagnosis and treatment.

Authors

  • Hua-Jing Yuan
    First School of Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China.
  • Hui Yu
    Engineering Technology Research Center of Shanxi Province for Opto-Electric Information and Instrument, Taiyuan 030051, China. 13934603474@nuc.edu.cn.
  • Yi-Ding Yu
    First School of Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan, China.
  • Xiu-Juan Liu
    Department of Cardiology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China.
  • Wen-Wen Liu
    Institute of Microanalytical Systems, Department of Chemistry, Zhejiang University, Hangzhou, 310058, China.
  • Yi-Tao Xue
    Department of Cardiology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China.
  • Yan Li
    Interdisciplinary Research Center for Biology and Chemistry, Liaoning Normal University, Dalian, China.

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