About the Authors

Xuehu Zhang

Contributed equally to this work with: Xuehu Zhang, Aoqin Gu

Roles Conceptualization, Data curation, Writing – original draft, Writing – review & editing

Affiliation Heart Center & Department of Cardiovascular Diseases, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China

Aoqin Gu

Contributed equally to this work with: Xuehu Zhang, Aoqin Gu

Roles Formal analysis, Writing – original draft, Writing – review & editing

Affiliation Ningxia Medical University, Yinchuan, Ningxia, China

Lirong Zhou

Roles Investigation, Writing – original draft, Writing – review & editing

Affiliation Ningxia Medical University, Yinchuan, Ningxia, China

Yuru Ma

Roles Methodology, Writing – original draft, Writing – review & editing

Affiliation Heart Center & Department of Cardiovascular Diseases, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China

Peng Wu

Roles Resources, Writing – original draft, Writing – review & editing

Affiliation Ningxia Medical University, Yinchuan, Ningxia, China

Baozhen Zhu

Roles Software, Writing – original draft, Writing – review & editing

Affiliation Ningxia Medical University, Yinchuan, Ningxia, China

Ru Yan

Roles Validation, Writing – original draft, Writing – review & editing

Affiliation Heart Center & Department of Cardiovascular Diseases, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China

Guangzhi Cong

Roles Methodology, Project administration, Writing – original draft, Writing – review & editing

schatz1898@gmail.com (GC), maxueping4033@126.com (XM) jsbxn@163.com (SJ)

Affiliation Heart Center & Department of Cardiovascular Diseases, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China

Xueping Ma

Roles Project administration, Validation, Writing – original draft, Writing – review & editing

schatz1898@gmail.com (GC), maxueping4033@126.com (XM) jsbxn@163.com (SJ)

Affiliation Heart Center & Department of Cardiovascular Diseases, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China

Shaobin Jia

Roles Funding acquisition, Project administration, Writing – original draft, Writing – review & editing

schatz1898@gmail.com (GC), maxueping4033@126.com (XM) jsbxn@163.com (SJ)

Affiliation Heart Center & Department of Cardiovascular Diseases, General Hospital of Ningxia Medical University, Yinchuan, Ningxia, China

Competing Interests

The authors have declared that no competing interests exist.