Notably, crystallin proteins (CRYBA1, CRYBB2, CRYGS, and CRYGC) showed excellent performance in discriminating between NPDR and PDR, suggesting their potential as biomarkers specific to PDR. Here, CRYBB2 is linked to non-proliferative diabetic retinopathy.