About the Authors

Tao Ran

Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – original draft

☯ These authors contributed equally as Co-first author

Affiliation Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China

Jinyao Chen

Roles Conceptualization, Data curation, Formal analysis, Writing – original draft

☯ These authors contributed equally as Co-first author

Affiliation School of the First Clinical Medical College, Chongqing Medical University, Chongqing, China

Qiurui She

Roles Data curation, Formal analysis, Writing – original draft

‡ QS and YM are contributed equally as Co-second author

Affiliation School of the First Clinical Medical College, Chongqing Medical University, Chongqing, China

Yi Mu

Roles Methodology, Project administration, Resources, Software

‡ QS and YM are contributed equally as Co-second author

Affiliation School of the First Clinical Medical College, Chongqing Medical University, Chongqing, China

Min Zhang

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

Affiliation School of Public Health and Management, Chongqing Medical University, Chongqing, China

Min Mao

Roles Investigation, Methodology, Supervision, Validation, Writing – review & editing

Affiliation Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China

Zhong Zuo

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

Affiliation Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China

Juan Li

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

lijuan89012671@126.com

Affiliation Department of Academic Affairs, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China

Competing Interests

The authors have declared that no competing interests exist.