About the Authors

Jingliang Wang

Contributed equally to this work with: Jingliang Wang, Weihao Wang

Roles Writing – original draft

Affiliations The Second Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China, Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Weihao Wang

Contributed equally to this work with: Jingliang Wang, Weihao Wang

Roles Writing – original draft

Affiliation Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Bin Liu

Roles Data curation

Affiliation Department of Biomedical Engineering, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Rui Zhao

Roles Data curation

Affiliation Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Jing Zhao

Roles Data curation

Affiliation Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Fengxian Jiang

Roles Formal analysis

Affiliations The Second Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China, Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Wei Xu

Roles Formal analysis

Affiliation Department of Oncology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China

Zhizhao Zhang

Roles Formal analysis

Affiliation Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Pancen Ran

Roles Formal analysis

Affiliations The Second Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China, Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Yang Shu

Roles Data curation

Affiliations The Second Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China, Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Yahui Wang

Roles Formal analysis

Affiliations The Second Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China, Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Liying Pan

Roles Data curation

Affiliations The Second Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China, Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Lei Liu

Roles Formal analysis

Affiliations Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China, Department of Oncology, Jinan People’s Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Fang Luan

Roles Writing – review & editing

These authors also contributed equally to this work.

Affiliation Department of Clinical Laboratory, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China

Guobin Fu

Roles Writing – review & editing

fgbs@sina.com

These authors also contributed equally to this work.

Affiliations The Second Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China, Department of Oncology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China, The Third Affiliated Hospital of Shandong First Medical University, Jinan, China

Competing Interests

The authors have declared that no competing interests exist.