About the Authors

Tengyun Chen

Contributed equally to this work with: Tengyun Chen, Yanming Ren

Roles Investigation, Methodology, Project administration, Writing – original draft

Affiliation Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China

Yanming Ren

Contributed equally to this work with: Tengyun Chen, Yanming Ren

Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

Affiliation Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China

Chenghong Wang

Roles Methodology

Affiliation Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China

Bowen Huang

Roles Formal analysis, Software

Affiliation Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China

Zhigang Lan

Roles Formal analysis

Affiliation Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China

Wenke Liu

Roles Methodology

Affiliation Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China

Yan Ju

Roles Resources

Affiliation Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China

Xuhui Hui

Roles Resources

Affiliation Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China

Yuekang Zhang

Roles Funding acquisition, Project administration, Resources

2012zykyx@sina.cn

Affiliation Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, Sichuan, PR China

Competing Interests

The authors have declared that no competing interests exist.