The HR for diabetic retinopathy was 1.308 (95% CI 1.261, 1.357; χ2=29.342), indicating a statistically higher risk of diabetic retinopathy in the GLP1-ra and insulin cohort compared with the control cohort. This evidence concerns the gene INS and diabetic retinopathy.