Indirect bilirubin is inversely associated with diabetic retinopathy risk and is a potential predictive biomarker
Xiao-Ying Lin, Yi-Xuan Zheng, Meng-Meng Liu, Qian Liang, Meng Li, Jing Sui, Wei Qiang, Hui Guo, Bing-Yin Shi, Ming-Qian He
Xiao-Ying Lin, Yi-Xuan Zheng, Qian Liang, Meng Li, Wei Qiang, Hui Guo, Bing-Yin Shi, Ming-Qian He, Department of Endocrinology, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710061, Shaanxi Province, China
Meng-Meng Liu, Department of Endocrinology, Xi’an Gaoxin Hospital, Xi’an 710075, Shaanxi Province, China
Jing Sui, Department of Endocrinology and International Medical Center, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710061, Shaanxi Province, China
Ming-Qian He, Med-X Institute, Center for Immunological and Metabolic Diseases, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an 710061, Shaanxi Province, China
Co-corresponding authors: Bing-Yin Shi and Ming-Qian He.
Author contributions: Lin XY contributed to the conceptualization, methodology, software, validation, visualization, writing—original draft preparation, and writing—review and editing; Zheng YX and Liu MM contributed to the formal analysis and data curation; Liang Q contributed to the investigation; Li M, Sui J, and Qiang W contributed to resources and funding acquisition; Guo H helped supervise the study; Shi BY helped supervise the study and contributed to project administration; He MQ contributed to conceptualization, methodology, validation, resources, writing—original draft preparation, writing—review and editing, supervision, project administration, and funding acquisition. As co-corresponding authors, Shi BY and He MQ played important roles in the preparation and administration of this study. The collaboration between Shi BY and He MQ was essential for the publication of this manuscript and therefore qualifies them as co-corresponding authors of the paper.
Supported by Natural Science Foundation of Shaanxi Province, No. 2024JC-YBQN-0828 and No. 2024JC-YBMS-765; Clinical Research Award of the First Affiliated Hospital of Xi'an Jiaotong University, No. XJTU1AF-CRF-2022-036; and National Innovation Center for Advanced Medical Devices, No. NMED2023AGP-013.
Institutional review board statement: The study was reviewed and approved by the Ethic Committees of the First Affiliated Hospital of Xi’an Jiaotong University (Approval No. XJTU1AF2018 LSK- 055).
Informed consent statement: All study participants, or their legal guardian, provided informed written consent prior to study enrollment.
Conflict-of-interest statement: There is no conflict of interest associated with any of the senior author or other coauthors contributed their efforts in this manuscript.
Data sharing statement: Technical appendix, statistical code, and dataset available from the corresponding author at
mingqian_he@xjtufh.edu.cn. Consent was not obtained but the presented data are anonymized and risk of identification is low.
Open Access: This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See:
https://creativecommons.org/Licenses/by-nc/4.0/ Corresponding author: Ming-Qian He, MD, Department of Endocrinology, The First Affiliated Hospital of Xi’an Jiaotong University, No. 277 Yanta West Road, Xi’an 710061, Shaanxi Province, China.
mingqian_he@xjtufh.edu.cn
Received: June 12, 2025
Revised: July 10, 2025
Accepted: August 19, 2025
Published online: September 15, 2025
Processing time: 93 Days and 21.4 Hours
