About the Authors

Junhui Ma

Contributed equally to this work with: Junhui Ma, Qiang Ma

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

Affiliation Department of Respiratory and Critical Care Medicine, People’s Hospital of Ningxia Hui Autonomous, Yinchuan, China

Qiang Ma

Contributed equally to this work with: Junhui Ma, Qiang Ma

Roles Resources, Project administration, Methodology

Affiliation Thoracic Surgery Department, People's Hospital of Ningxia Hui Autonomous, Yinchuan, China

Chao Shi

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition

Affiliation Department of Central Labororatory, People’s Hospital of Ningxia Hui Autonomous Region, Yinchuan, China

Bing Zhuan

Roles Resources, Software, Supervision

zhuanb518@163.com (BZ); 58263147@qq.com (JM)

Affiliation Department of Respiratory and Critical Care Medicine, People’s Hospital of Ningxia Hui Autonomous, Yinchuan, China

Jun Ma

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

zhuanb518@163.com (BZ); 58263147@qq.com (JM)

Affiliation Department of Sports Medicine, People’s Hospital of Ningxia Hui Autonomous Region, Yinchuan City, Ningxia, China

Competing Interests

The authors have declared that no competing interests exist.