About the Authors

Jun Li

Roles Conceptualization, Writing – original draft

Affiliation First Clinical Medical College of Shanxi Medical University, Taiyuan, Shanxi, China

Hua Zhang

Roles Data curation, Formal analysis

Affiliation Second Clinical Medical College of Shanxi Medical University, Taiyuan, Shanxi, China

Xinyue Duan

Roles Validation, Visualization

Affiliation First Clinical Medical College of Shanxi Medical University, Taiyuan, Shanxi, China

Meina Zhang

Roles Data curation

Affiliation First Clinical Medical College of Shanxi Medical University, Taiyuan, Shanxi, China

Xin Li

Roles Formal analysis, Software

Affiliation First Clinical Medical College of Shanxi Medical University, Taiyuan, Shanxi, China

Chunyan Hao

Roles Conceptualization, Funding acquisition, Writing – review & editing

haochunyan68@126.com

Affiliation Department of Gerontology, First Hospital of Shanxi Medical University, Taiyuan, Shanxi, China

Competing Interests

The authors have declared that no competing interests exist.