ArticleFrontiers in nutrition2023
BMI and plasma lipid levels with risk of proliferative diabetic retinopathy: a univariable and multivariable Mendelian randomization study.
Article in Frontiers in nutrition, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Insulin Resistance-Related Traits and Diabetic Maculopathy: Causal Insights from Mendelian Randomization.Biomedicines · 2026Article
- Programmed cell death and risk of diabetic retinopathy: a Mendelian randomization study.Journal of translational medicine · 2026Article
- Article
- Evaluating lipid-lowering drug targets for full-course diabetic retinopathy.The British journal of ophthalmology · 2025Article
- High BMI, silicone oil tamponade, and recurrent vitreous hemorrhage predict poor visual outcomes after pars plana vitrectomy in proliferative diabetic retinopathy.BMC ophthalmology · 2025Article
- Total cholesterol, high-density lipoprotein, and glucose (CHG) index and diabetic retinopathy in middle-aged and elderly Chinese adults with diabetes: a cross-sectional study.Frontiers in endocrinology · 2025Article
- The relationship between weight-adjusted-waist index, body mass index and diabetic retinopathy among American adults: a population-based analysis.Scientific reports · 2024Article
- Causal influence of immune factors on the risk of diabetic retinopathy: a mendelian randomization study.Diabetology & metabolic syndrome · 2024Article
- Causality of Blood Metabolites on Proliferative Diabetic Retinopathy: Insights From a Genetic Perspective.Journal of diabetes research · 2024Article
- The prevention opportunities of retinopathy in diabetic patients - position paper endorsed by the Polish Lipid Association.Archives of medical science : AMS · 2024Article
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8 authors.
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Abstract
Background: The study aimed to determine whether a causal effect exists between body mass index (BMI) or plasma lipid levels and proliferative diabetic retinopathy (PDR) risk in humans. Methods: We utilized univariable (UVMR) and multivariable two-sample Mendelian randomization (MVMR) analyses to confirm the effects of BMI and plasma lipid levels on the risk of PDR. Genetic variants associated with BMI and three plasma lipids were obtained from GWAS summary datasets generated by many different consortia and were deposited in the MR-Base database. The GWAS summary data for PDR from the FinnGen biobank included 2,12,889 participants of European ancestry (8,681 cases and 2,04,208 controls). Inverse variance weighted (IVW) was applied as the main MR analysis. Sensitivity analysis was used to evaluate the robustness of our findings. Results: In the UVMR analysis, the causal associations of genetically predicted BMI with PDR presented a positive association (OR = 1.120, 95% CI = 1.076-1.167, Conclusion: Robust evidence was demonstrated for an independent, causal effect of BMI in increasing the risk of PDR. Further studies are required to understand the potential biological mechanisms underlying this causal relationship.
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