While sensitivity analysis excluding variants with minor allele frequencies < 0.05 yielded consistent results for ABCA4_rs17110929, MMP2-AS1_rs2576531, and FOXP1_rs557869288, supporting their robustness, validation in populations with larger DM-DR case numbers remains essential for clinical translation. The gene discussed is ABCA4; the disease is diabetes mellitus.