About the Authors

Cunxiang Bo

Contributed equally to this work with: Cunxiang Bo, Xiao Geng

Roles Conceptualization, Data curation, Formal analysis, Project administration, Visualization, Writing – original draft

Affiliation Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Ji’nan, Shandong, China

Xiao Geng

Contributed equally to this work with: Cunxiang Bo, Xiao Geng

Roles Resources, Visualization, Writing – original draft

Affiliation Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Ji’nan, Shandong, China

Juan Zhang

Roles Investigation, Resources

Affiliation Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Ji’nan, Shandong, China

Linlin Sai

Roles Methodology, Validation

Affiliation Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Ji’nan, Shandong, China

Yu Zhang

Roles Methodology, Visualization

Affiliation Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Ji’nan, Shandong, China

Gongchang Yu

Roles Methodology, Validation

Affiliation Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Ji’nan, Shandong, China

Zhenling Zhang

Roles Data curation

Affiliation Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Ji’nan, Shandong, China

Kai Liu

Roles Formal analysis, Investigation

Affiliation Department of Cardiovascular Surgery, Qilu Hospital of Shandong University, Ji’nan, Shandong, China

Zhongjun Du

Roles Investigation

Affiliation Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Ji’nan, Shandong, China

Cheng Peng

Roles Methodology, Writing – review & editing

Affiliation Queensland Alliance for Environmental Health Sciences, The University of Queensland, Brisbane, Queensland, Australia

Qiang Jia

Roles Conceptualization, Project administration, Supervision, Writing – review & editing

jiaqiang5632@163.com (QJ); chinashaohua5888@163.com (HS)

Affiliation Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Ji’nan, Shandong, China

Hua Shao

Roles Supervision

jiaqiang5632@163.com (QJ); chinashaohua5888@163.com (HS)

Affiliation Shandong Academy of Occupational Health and Occupational Medicine, Shandong First Medical University & Shandong Academy of Medical Sciences, Ji’nan, Shandong, China

Competing Interests

Our research is supported only by government fundings. The authors have read the journal’s policy and declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.