The HR for diabetic retinopathy was 1.205 (95% CI 1.153, 1.259; χ2=1.818), indicating a higher risk of diabetic retinopathy in the GLP1-ra and insulin cohort compared with the SGLT2i and insulin cohort. This evidence concerns the gene GLP1R and diabetic retinopathy.