About the Authors

Wei Liu

Contributed equally to this work with: Wei Liu, Wei Ma

Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Writing – original draft

Affiliation Institute of Neuroscience, Kunming Medical University, Kunming, Yunnan, China

Wei Ma

Contributed equally to this work with: Wei Liu, Wei Ma

Roles Formal analysis, Methodology, Project administration, Writing – original draft

Affiliation Institute of Neuroscience, Kunming Medical University, Kunming, Yunnan, China

Hua Liu

Roles Formal analysis, Methodology

Affiliation Department of Neurology, The Third People’s Hospital of Chengdu & The Affiliated Hospital of Southwest Jiaotong University, Chengdu, Sichuan, China

Chunyan Li

Roles Investigation, Methodology

Affiliation Institute of Neuroscience, Kunming Medical University, Kunming, Yunnan, China

Yangwei Zhang

Roles Software

Affiliation Department of Neurology, Nanchong Central Hospital & The Second Clinical Medical College, North Sichuan Medical College, Nanchong, Sichuan, China

Jie Liu

Roles Investigation

Affiliation Institute of Neuroscience, Kunming Medical University, Kunming, Yunnan, China

Yu Liang

Roles Formal analysis

Affiliation Institute of Neuroscience, Kunming Medical University, Kunming, Yunnan, China

Sijia Zhang

Roles Formal analysis

Affiliation Institute of Neuroscience, Kunming Medical University, Kunming, Yunnan, China

Zhen Wu

Roles Methodology

Affiliation Second Department of General Surgery, First People’s Hospital of Yunnan Province, Kunming, Yunnan, China

Chenghao Zang

Roles Methodology

Affiliation Second Department of General Surgery, First People’s Hospital of Yunnan Province, Kunming, Yunnan, China

Jianhui Guo

Roles Formal analysis, Resources, Supervision, Writing – review & editing

guojianhuikm@163.com (JG); kmliyanl@163.com (LL)

Affiliation Second Department of General Surgery, First People’s Hospital of Yunnan Province, Kunming, Yunnan, China

Liyan Li

Roles Funding acquisition, Methodology, Project administration, Supervision, Writing – review & editing

guojianhuikm@163.com (JG); kmliyanl@163.com (LL)

Affiliation Institute of Neuroscience, Kunming Medical University, Kunming, Yunnan, China

Competing Interests

The authors have declared that no competing interests exist.