About the Authors

Yalu Du

Contributed equally to this work with: Yalu Du, Ning Wang

Roles Formal analysis, Funding acquisition, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

Affiliations The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China, Shanxi Medical University, Taiyuan, Shanxi, China, Department of Cardiology, Shanxi Key Laboratory of Heart Failure Precision Medicine, Shanxi Cardiovascular Hospital, Taiyuan, Shanxi, China

Ning Wang

Contributed equally to this work with: Yalu Du, Ning Wang

Roles Formal analysis, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

Affiliation Department of Cardiology, Shanxi Key Laboratory of Heart Failure Precision Medicine, Shanxi Cardiovascular Hospital, Taiyuan, Shanxi, China

Jin Dong

Roles Investigation, Supervision, Writing – review & editing

Affiliation Department of Cardiology, Shanxi Key Laboratory of Heart Failure Precision Medicine, Shanxi Cardiovascular Hospital, Taiyuan, Shanxi, China

Xiaohong Chai

Roles Project administration, Visualization, Writing – review & editing

Affiliation Department of Cardiology, Shanxi Key Laboratory of Heart Failure Precision Medicine, Shanxi Cardiovascular Hospital, Taiyuan, Shanxi, China

Liang Liu

Roles Writing – review & editing, Resources, Data curation

Affiliations The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China, Shanxi Medical University, Taiyuan, Shanxi, China

Haozhou Zhang

Roles Software, Validation, Writing – review & editing

Affiliation Department of Cardiology, Shanxi Key Laboratory of Heart Failure Precision Medicine, Shanxi Cardiovascular Hospital, Taiyuan, Shanxi, China

Bao Li

Roles Conceptualization, Methodology, Project administration, Supervision, Writing – review & editing

13623475425@163.com (BL); imyangjj@163.com (JY)

Affiliations The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, China, Shanxi Medical University, Taiyuan, Shanxi, China

Jinjing Yang

Roles Conceptualization, Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

13623475425@163.com (BL); imyangjj@163.com (JY)

Affiliation Department of Cardiology, Shanxi Key Laboratory of Heart Failure Precision Medicine, Shanxi Cardiovascular Hospital, Taiyuan, Shanxi, China

Competing Interests

The authors have declared that no competing interests exist.