About the Authors

Kai Liu

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

Affiliation Department of Epidemiology and Health Statistics, School of public health, Ningxia Medical University, Yinchuan, Ningxia Hui Autonomous Region, China

Jing Wang

Roles Data curation

Affiliation Department of Epidemiology and Health Statistics, School of public health, Ningxia Medical University, Yinchuan, Ningxia Hui Autonomous Region, China

Junru Wang

Roles Investigation

Affiliation Department of Epidemiology and Health Statistics, School of public health, Ningxia Medical University, Yinchuan, Ningxia Hui Autonomous Region, China

Yue Yang

Roles Methodology

Affiliation Department of Epidemiology and Health Statistics, School of public health, Ningxia Medical University, Yinchuan, Ningxia Hui Autonomous Region, China

Yali Wang

Roles Project administration

Affiliation Department of Epidemiology and Health Statistics, School of public health, Ningxia Medical University, Yinchuan, Ningxia Hui Autonomous Region, China

Jiahui Zhang

Roles Resources

Affiliation Department of Epidemiology and Health Statistics, School of public health, Ningxia Medical University, Yinchuan, Ningxia Hui Autonomous Region, China

Xiaojun Ma

Roles Resources

Affiliation Department of Epidemiology and Health Statistics, School of public health, Ningxia Medical University, Yinchuan, Ningxia Hui Autonomous Region, China

Zhuoyuan Li

Roles Software

Affiliation Department of Epidemiology and Health Statistics, School of public health, Ningxia Medical University, Yinchuan, Ningxia Hui Autonomous Region, China

Ping Chen

Roles Conceptualization, Supervision, Visualization

lijp@nxmu.edu.cn (JL); chenping991232@163.com (PC)

Affiliations Medical Experiment Center, General Hospital of Ningxia Medical University, Yinchuan, China, Ningxia Key Laboratory of Clinical and Pathogenic Microbiology, General Hospital of Ningxia Medical University, Yinchuan, China

Jiangping Li

Roles Conceptualization, Funding acquisition, Writing – original draft, Writing – review & editing

lijp@nxmu.edu.cn (JL); chenping991232@163.com (PC)

Affiliations Department of Epidemiology and Health Statistics, School of public health, Ningxia Medical University, Yinchuan, Ningxia Hui Autonomous Region, China, Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, Ningxia Hui Autonomous Region, China

Competing Interests

The authors have declared that no competing interests exist.