About the Authors

Xinxin Sun

Contributed equally to this work with: Xinxin Sun, Qingbin Jia, Kun Li

Roles Conceptualization, Investigation, Methodology, Software, Writing – original draft

Affiliation Joint Laboratory for Translational Medicine Research, Liaocheng People’s Hospital, Liaocheng, Shandong, China

Qingbin Jia

Contributed equally to this work with: Xinxin Sun, Qingbin Jia, Kun Li

Roles Conceptualization, Resources, Writing – original draft

Affiliation Department of Neurosurgery, Liaocheng People’s Hospital, Liaocheng, Shandong, China

Kun Li

Contributed equally to this work with: Xinxin Sun, Qingbin Jia, Kun Li

Roles Data curation, Formal analysis, Software, Visualization, Writing – original draft

Affiliation Joint Laboratory for Translational Medicine Research, Liaocheng People’s Hospital, Liaocheng, Shandong, China

Conghui Tian

Roles Methodology

Affiliation Joint Laboratory for Translational Medicine Research, Liaocheng People’s Hospital, Liaocheng, Shandong, China

Lili Yi

Roles Methodology

Affiliation Joint Laboratory for Translational Medicine Research, Liaocheng People’s Hospital, Liaocheng, Shandong, China

Lili Yan

Roles Methodology

Affiliation Joint Laboratory for Translational Medicine Research, Liaocheng People’s Hospital, Liaocheng, Shandong, China

Juan Zheng

Roles Investigation, Resources

Affiliation Joint Laboratory for Translational Medicine Research, Liaocheng People’s Hospital, Liaocheng, Shandong, China

Xiaodong Jia

Roles Formal analysis, Project administration, Supervision, Writing – review & editing

jiaxiaodong1018@163.com (XJ); minglianggu@hotmail.com (MG)

Affiliation Joint Laboratory for Translational Medicine Research, Liaocheng People’s Hospital, Liaocheng, Shandong, China

Mingliang Gu

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

jiaxiaodong1018@163.com (XJ); minglianggu@hotmail.com (MG)

Affiliation Joint Laboratory for Translational Medicine Research, Liaocheng People’s Hospital, Liaocheng, Shandong, China

Competing Interests

The authors have declared that no competing interests exist.