In cataracts, 3-HK-driven AGE formation likely accelerates lens clouding, while in diabetic retinopathy, increased ROS and pro-inflammatory signaling linked to 3-HK may compromise the blood–retinal barrier and promote diabetic retinopathy via VEGF activation [39]. The gene discussed is VEGFA; the disease is cataract.