The pathological similarities between diabetic retinopathy and chronic kidney disease may explain why the glycated hemoglobin levels and glomerular filtration rate correlate with the treatment response of diabetic macular edema for anti-VEGF injection. The gene discussed is VEGFA; the disease is diabetic macular edema.