About the Authors

Yongle Du

Contributed equally to this work with: Yongle Du, Mengran Pang

Roles Conceptualization, Project administration, Writing – original draft, Writing – review & editing

Affiliation Shandong University of Traditional Chinese Medicine, Jinan, China

Mengran Pang

Contributed equally to this work with: Yongle Du, Mengran Pang

Roles Conceptualization, Validation

Affiliation Shandong University of Traditional Chinese Medicine, Jinan, China

Haoyu Chen

Roles Validation

Affiliation Shandong University of Traditional Chinese Medicine, Jinan, China

Xiangkun Zhou

Roles Validation

Affiliation Shandong University of Traditional Chinese Medicine, Jinan, China

Ruyue Geng

Roles Validation

Affiliation Shandong University of Traditional Chinese Medicine, Jinan, China

Yanan Zhang

Roles Validation

Affiliation Shandong University of Traditional Chinese Medicine, Jinan, China

Linqi Yang

Roles Validation

Affiliation Shandong University of Traditional Chinese Medicine, Jinan, China

Jiawen Li

Roles Software

Affiliation Shandong University of Traditional Chinese Medicine, Jinan, China

Yufeng Han

Roles Data curation

Affiliation Shandong University of Traditional Chinese Medicine, Jinan, China

Jinpeng Liu

Roles Methodology

Affiliation Shandong University of Traditional Chinese Medicine, Jinan, China

Ruixue Zhang

Roles Methodology

Affiliation Shandong University of Traditional Chinese Medicine, Jinan, China

Hongsheng Bi

Roles Resources, Supervision

dadonggene@163.com (DG); azuresky1999@163.com (HB)

Affiliations Affiliated Eye Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China, Shandong Provincial Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Therapy of Ocular Diseases, Jinan, China

Dadong Guo

Roles Funding acquisition, Writing – review & editing

dadonggene@163.com (DG); azuresky1999@163.com (HB)

Affiliations Shandong Provincial Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Therapy of Ocular Diseases, Jinan, China, Shandong Academy of Eye Disease Prevention and Therapy, Jinan, China, Medical College of Optometry and Ophthalmology, Shandong University of Traditional Chinese Medicine, Jinan, China

Competing Interests

The authors have declared that no competing interests exist.