Identification and validation of aging-related genes in heart failure based on multiple machine learning algorithms.

Journal: Frontiers in immunology
Published Date:

Abstract

BACKGROUND: In the face of continued growth in the elderly population, the need to understand and combat age-related cardiac decline becomes even more urgent, requiring us to uncover new pathological and cardioprotective pathways.

Authors

  • Yiding Yu
    Shandong University of Traditional Chinese Medicine, Jinan, China.
  • Lin Wang
    Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China.
  • Wangjun Hou
    Shandong University of Traditional Chinese Medicine, Jinan, China.
  • Yitao Xue
    Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China.
  • Xiujuan Liu
    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.