About the Authors

Mingzhu Ma

Contributed equally to this work with: Mingzhu Ma, Liangxu Wang

Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation School of Public Health and Management, Chongqing Medical University; Research Center for Medicine and Social Development, Chongqing, China

Liangxu Wang

Contributed equally to this work with: Mingzhu Ma, Liangxu Wang

Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation School of Basic Medicine, Kunming Medical University, Kunming, China

Wenjing Huang

Roles Conceptualization, Data curation, Formal analysis, Methodology, Software

Affiliation School of Public Health and Management, Chongqing Medical University; Research Center for Medicine and Social Development, Chongqing, China

Xiaoni Zhong

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

Affiliation School of Public Health and Management, Chongqing Medical University; Research Center for Medicine and Social Development, Chongqing, China

Longfei Li

Roles Methodology, Software, Writing – review & editing

Affiliation School of Public Health and Management, Chongqing Medical University; Research Center for Medicine and Social Development, Chongqing, China

Huan Wang

Roles Conceptualization, Formal analysis, Methodology, Writing – review & editing

Affiliation Department of Development planning, Chongqing Medical University, Chongqing, China

Bin Peng

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

Affiliation School of Public Health and Management, Chongqing Medical University; Research Center for Medicine and Social Development, Chongqing, China

Min Mao

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

187169431@qq.com

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

Competing Interests

The authors have declared that no competing interests exist.