Insulin Resistance-Related Traits and Diabetic Maculopathy: Causal Insights from Mendelian Randomization

Background/Objectives: To investigate the causal relationships linking body mass index (BMI) and circulating insulin-like growth factor 1 (IGF-1) levels with diabetic maculopathy risk using two-sample Mendelian randomization (MR). Methods: A two-sample MR framework was applied, utilizing genetic instruments for BMI and IGF-1 derived from the UK Biobank. Summary-level diabetic maculopathy data were obtained from the FinnGen consortium. Genome-wide significant single-nucleotide polymorphisms (SNPs, p < 5.0 × 10−8) independently associated with each exposure were employed as instrumental variables. Primary causal estimates were obtained using the inverse-variance weighted (IVW) method. Sensitivity analyses, including MR-Egger regression, weighted median methods, and the MR-Pleiotropy RESidual Sum and Outlier (MR-PRESSO), were conducted to evaluate robustness and potential pleiotropy. Results: Genetically predicted BMI was positively associated with diabetic maculopathy risk in both the IVW analysis (odds ratio [OR] = 1.16 (95% confidence interval [CI]: 1.04–1.30), p = 0.008) and MR-PRESSO (OR = 1.16 (95% CI: 1.04–1.28), p = 0.006). MR-PRESSO exhibited a significant relationship between higher IGF-1 levels and increased diabetic maculopathy risk (OR = 1.09 (95% CI: 1.01–1.18), p = 0.025), whereas the IVW method indicated only a suggestive association (OR = 1.08 (95% CI: 0.99–1.18), p = 0.087). Conclusions: The genetic evidence supports a causal role of insulin resistance-related traits in diabetic maculopathy development, with higher BMI and IGF-1 levels increasing diabetic maculopathy risk. These results underscore the potential contributory role of IGF-1 in disease pathogenesis and suggest that insulin resistance-related traits may represent preventive therapeutic targets.

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Journal
Biomedicines
Published
2026-05-22
DOI
https://doi.org/10.3390/biomedicines14061178
Primary Topic
Retinal Diseases and Treatments
Type
article
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article

Insulin Resistance-Related Traits and Diabetic Maculopathy: Causal Insights from Mendelian Randomization

Young Lee, Je Hyun Seo, Sung Pyo Park
Biomedicines
Retinal Diseases and Treatments
article

Insulin Resistance-Related Traits and Diabetic Maculopathy: Causal Insights from Mendelian Randomization

Young Lee, Je Hyun Seo, Sung Pyo Park
article en

Abstract

Background/Objectives: To investigate the causal relationships linking body mass index (BMI) and circulating insulin-like growth factor 1 (IGF-1) levels with diabetic maculopathy risk using two-sample Mendelian randomization (MR). Methods: A two-sample MR framework was applied, utilizing genetic instruments for BMI and IGF-1 derived from the UK Biobank. Summary-level diabetic maculopathy data were obtained from the FinnGen consortium. Genome-wide significant single-nucleotide polymorphisms (SNPs, p < 5.0 × 10−8) independently associated with each exposure were employed as instrumental variables. Primary causal estimates were obtained using the inverse-variance weighted (IVW) method. Sensitivity analyses, including MR-Egger regression, weighted median methods, and the MR-Pleiotropy RESidual Sum and Outlier (MR-PRESSO), were conducted to evaluate robustness and potential pleiotropy. Results: Genetically predicted BMI was positively associated with diabetic maculopathy risk in both the IVW analysis (odds ratio [OR] = 1.16 (95% confidence interval [CI]: 1.04–1.30), p = 0.008) and MR-PRESSO (OR = 1.16 (95% CI: 1.04–1.28), p = 0.006). MR-PRESSO exhibited a significant relationship between higher IGF-1 levels and increased diabetic maculopathy risk (OR = 1.09 (95% CI: 1.01–1.18), p = 0.025), whereas the IVW method indicated only a suggestive association (OR = 1.08 (95% CI: 0.99–1.18), p = 0.087). Conclusions: The genetic evidence supports a causal role of insulin resistance-related traits in diabetic maculopathy development, with higher BMI and IGF-1 levels increasing diabetic maculopathy risk. These results underscore the potential contributory role of IGF-1 in disease pathogenesis and suggest that insulin resistance-related traits may represent preventive therapeutic targets.

BiomedicinesVol. 14(6)
Hallym University (KR), Veterans Health Service Medical Center (KR), Kangdong Sacred Heart Hospital (KR)
Good health and well-being
Openalex Percentile: Top 5%
Retinal Diseases and Treatments
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