Evidence mapPaperPMID 41782124Full record

ArticleDiabetology & metabolic syndrome2026

Association between serum bilirubin and diabetic retinopathy: results from the NHANES 1999-2018 and Mendelian randomization study.

Dongling Niu, Lianhong Ye, Xiaoxun Gu, Yanchun Zhang, Fangyu Wang, Qiaoyan Hui, Hanghang Xie, Lina Liu, Xue Li, Xiaojing Yan and 2 more

Abstract read
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Article in Diabetology & metabolic syndrome, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

12 authors.

Dongling NiuClinical Laboratory Center, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, P.R. China.
Lianhong YeDepartment of Gynaecology and Obstetrics, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, P.R. China. yelianhong@163.com.
Xiaoxun GuShaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, P.R. China.
Yanchun ZhangShaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, P.R. China.
Fangyu WangShaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, P.R. China.
Qiaoyan HuiShaanxi Eye Hospital, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, P.R. China.
Hanghang XieClinical Laboratory Center, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, P.R. China.
Lina LiuClinical Laboratory Center, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, P.R. China.
Xue LiClinical Laboratory Center, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, P.R. China.
Xiaojing YanClinical Laboratory Center, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, P.R. China.
Ting LeiDepartment of Laboratory Medicine, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, P.R. China.
Hongli LiuClinical Laboratory Center, Xi'an People's Hospital (Xi'an Fourth Hospital), Affiliated People's Hospital of Northwest University, Xi'an, 710004, P.R. China. liuhongli@mail.xjtu.edu.cn.

Funding

General Research of Science and Technology of Xi'an 24YXYJ093Scientific Research Program of Xi'an Commission Commission 2024qn14Shaanxi Natural Science Basic Research Project 2023-JC-QN-0885
6 · The paper itself

Abstract

backgroundAlthough serum bilirubin levels have been linked to diabetic retinopathy (DR), their causal role remains uncertain. We aimed to assess the relationship between bilirubin levels and diabetic retinopathy (DR) using both observational analyses and Mendelian randomization (MR) to infer causality.

methodsThe relationship between bilirubin levels and the risk of DR was analyzed using a cross-sectional study design and MR analysis, respectively. Data for the observational study were obtained from the 1999–2018 National Health and Nutrition Examination Survey (NHANES). Logistic regression was used to evaluate the association between bilirubin levels and DR. For MR, genetic instrumental variables (single-nucleotide polymorphisms, SNPs) associated with bilirubin levels and DR were obtained from the IEU Open genome-wide association studies (GWAS) project. The results of the inverse variance weighting (IVW) analysis were the primary results of the MR analysis. Odds ratio (OR) and 95% confidence interval (CI) were used to report results.

resultsA total of 8,274 diabetic patients from NHANES were included, of whom 1,242 (13.57%) had DR. Diabetic patients with serum total bilirubin > 10.3 µmol/L (vs. ≤ 10.3 µmol/L) had a lower prevalence of DR (OR = 0.77, 95% CI: 0.62–0.96). This association was observed in males (OR = 0.62, 95% CI: 0.47–0.81), individuals with chronic kidney disease (CKD) (OR = 0.72, 95% CI: 0.56–0.94), those with body mass index (BMI) ≥ 25 kg/m² (OR = 0.79, 95% CI: 0.63–1.00, P = 0.049), and those aged ≥ 65 years (OR = 0.76, 95% CI: 0.59–0.99, P = 0.043). MR analysis showed that genetically higher serum total bilirubin levels were associated with reduced risk of proliferative DR (PDR) [IVW OR = 0.910 (95% CI: 0.831–0.997), P = 0.044], whereas genetically predicted bilirubin was not related to non-proliferative DR (NPDR) (P = 0.893) or any DR (P = 0.481).

conclusionThis study support a potential causal relationship between higher serum total bilirubin levels and lower risk of PDR.

Indexed as

bilirubincausal relationshipdiabetic retinopathyMendelian randomizationNHANES

Identifiers

PMID41782124
PMCPMC13069731

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.