About the Authors

Chunwei He

Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Resources, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Geriatric Medicine & Laboratory of Gerontology and Anti-Aging Research, Qilu Hospital of Shandong University, Jinan, Shandong, China

Jie Peng

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Supervision, Visualization, Writing – review & editing

Affiliation Department of Geriatric Medicine & Laboratory of Gerontology and Anti-Aging Research, Qilu Hospital of Shandong University, Jinan, Shandong, China

Hong Liu

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

Affiliation Qingdao Municipal Hospital, Qingdao, Shandong, China

Lin Zhong

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

Affiliation Yantai Yuhuanding Hospital, Yantai, Shandong, China

Yanjin Wei

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

Affiliation Linyi People’s Hospital, Linyi, Shandong, China

Hao Qiu

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

Affiliation Tengzhou Central People’s Hospital, Tengzhou, Shandong, China

Chuanliang Liu

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

Affiliation Weifang People’s Hospital, Weifang, Shandong, China

Nana Lv

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

Affiliation Jining No. 1 People’s Hospital, Jining, Shandong, China

Lixia Liu

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

Affiliation Weihai Central Hospital, Weihai, Shandong, China

Xuewen Qi

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

Affiliation Liaocheng People’s Hospital, Liaocheng, Shandong, China

Fenglei Zhang

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

Affiliation Dongying People’s Hospital, Dongying, Shandong, China

Beian You

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

Affiliation Qilu Hospital of Shandong University, Qingdao, Shandong, China

Qilong Song

Roles Project administration, Visualization, Writing – original draft

Affiliation Department of Emergency Medicine, Qilu Hospital of Shandong University, Jinan, Shandong, China

Lin Shen

Roles Conceptualization, Data curation, Funding acquisition, Investigation, Methodology, Project administration, Software, Supervision, Visualization, Writing – original draft, Writing – review & editing

slmm321@126.com

Affiliation Department of Geriatric Medicine & Laboratory of Gerontology and Anti-Aging Research, Qilu Hospital of Shandong University, Jinan, Shandong, China

Competing Interests

The authors have declared that no competing interests exist.