Therefore, it is necessary to further expand the sample size in the future and conduct multicenter, prospective studies to verify the correlation between serum ATX levels and optic neuropathy in early diabetic retinopathy and explore its application value in clinical practice. This evidence concerns the gene ENPP2 and Optic neuropathy.