GWAS was also performed on both brachycephalic and mesocephalic dogs, and 33 genes were found to be associated with ocular development or disease in breeds with different cranial structures, including genes associated with diabetic retinopathy, such as SYT3, MYBPC2, and POLD1 (36, 37). This evidence concerns the gene POLD1 and diabetic retinopathy.