About the Authors

Zhijun Li

Contributed equally to this work with: Zhijun Li, Zhenpeng Zhu, Peng Wang

Roles Data curation, Writing – original draft

Affiliation Hebei North University, Zhangjiakou City, Hebei Province, China

Zhenpeng Zhu

Contributed equally to this work with: Zhijun Li, Zhenpeng Zhu, Peng Wang

Roles Data curation, Writing – original draft

Affiliation Hebei North University, Zhangjiakou City, Hebei Province, China

Peng Wang

Contributed equally to this work with: Zhijun Li, Zhenpeng Zhu, Peng Wang

Roles Methodology, Software

Affiliation Hebei North University, Zhangjiakou City, Hebei Province, China

Chenyang Hou

Roles Resources, Writing – review & editing

Affiliation Hebei North University, Zhangjiakou City, Hebei Province, China

Lijuan Ren

Roles Software, Validation

Affiliation Hebei North University, Zhangjiakou City, Hebei Province, China

Dandan Xu

Roles Project administration

Affiliation Hebei Key Laboratory of Systems Biology and Gene Regulation, Central Laboratory, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China

Xiran Wang

Roles Project administration

Affiliation Department of Bioinformatics, School of Health Care, Changchun Vocational College of Health, Changchun City, Jilin Province, China

Fei Guo

Roles Project administration

Affiliation Department of Surgery, Hebei Key Laboratory of Systems Biology and Gene Regulation, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China

Qingxue Meng

Roles Software, Validation

Affiliation Technology Department, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China

Weizheng Liang

Roles Conceptualization, Funding acquisition

jmbb1203@126.com (WL); xuejunyfy@163.com (JX); zgzhixj@sohu.com (XZ)

Affiliation Hebei Key Laboratory of Systems Biology and Gene Regulation, Central Laboratory, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China

Jun Xue

Roles Funding acquisition, Supervision

jmbb1203@126.com (WL); xuejunyfy@163.com (JX); zgzhixj@sohu.com (XZ)

Affiliation Department of Surgery, Hebei Key Laboratory of Systems Biology and Gene Regulation, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China

Xuejun Zhi

Roles Funding acquisition, Supervision

jmbb1203@126.com (WL); xuejunyfy@163.com (JX); zgzhixj@sohu.com (XZ)

Affiliation Department of Respiratory and Critical Care Medicine, The First Affiliated Hospital of Hebei North University, Zhangjiakou City, Hebei Province, China

Competing Interests

The authors have declared that no competing interests exist.