About the Authors

Hui Zhang

Contributed equally to this work with: Hui Zhang, Wenping Zhou

Roles Conceptualization

Affiliation Department of Cardiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan P.R. China

Wenping Zhou

Contributed equally to this work with: Hui Zhang, Wenping Zhou

Roles Investigation

Affiliation Department of Cardiology, the Third Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan P.R. China

Chang Cao

Roles Data curation, Investigation, Software, Writing – original draft

Affiliation Department of Cardiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan P.R. China

Wenjing Zhang

Roles Project administration, Software, Writing – original draft

Affiliation Department of Cardiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan P.R. China

Gangqiong Liu

Roles Investigation, Software, Validation, Writing – review & editing

Affiliation Department of Cardiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan P.R. China

Jinying Zhang

Roles Conceptualization, Funding acquisition, Methodology, Resources, Supervision, Validation, Writing – review & editing

jyzhang@zzu.edu.cn

Affiliation Department of Cardiology, the First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan P.R. China

Competing Interests

The authors have declared that no competing interests exist.