Identification of common mechanisms and biomarkers of atrial fibrillation and heart failure based on machine learning.

Journal: ESC heart failure
Published Date: Apr 24, 2024

Abstract

AIMS: Atrial fibrillation (AF) is the most common arrhythmia. Heart failure (HF) is a disease caused by heart dysfunction. The prevalence of AF and HF were progressively increasing over time. The co-existence of AF and HF presents a significant therapeutic challenge. In order to provide new ideas for the diagnosis of AF and HF, it is necessary to carry out biomarker related studies.

Authors

  • Zhijun Zhang
  • Jianying Ding
    Department of Anesthesiology, Taiyuan Central Hospital of Shanxi Medical University, Taiyuan, China.
  • Xiaolong Mi
    Department of Cardiology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China.
  • Yuanyuan Lin
    Weifang Hospital of Traditional Chinese Medicine, 1055 Weizhou Road, Weifang 261042, China.
  • Xinjian Li
    Department of Cardiology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China.
  • Jun Lian
  • Jinwen Liu
    Department of Cardiology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China.
  • Lijuan Qu
    Department of Cardiology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China.
  • Bingye Zhao
    Department of Cardiology, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Third Hospital of Shanxi Medical University, Taiyuan, China.
  • Xuewen Li
    SINAP: Shanghai Institute of Applied Physics Chinese Academy of Sciences, SSRF, 201210, CHINA.

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