Considering that antioxidant signal transduction is a promising therapeutic target in retinopathy diseases, targeting TGF-β1 to promote Nrf2/Keap1/ALDH3A1/HO-1 signaling may be a candidate therapeutic approach for diabetic retinopathy. The gene discussed is ALDH3A1; the disease is diabetic retinopathy.