This study advances our understanding of diabetic retinopathy pathogenesis by identifying novel genetic variants (ABCA4_rs17110929, MMP2-AS1_rs2576531, FOXP1_rs557869288) and additional loci (MRPS33_rs1533933, DRD2_rs4936270). Here, ABCA4 is linked to diabetic retinopathy.