Specifically, in NPDR, CRYGC, CRYBB3, CRYGD, and CRYBB1 proteins, eye-structure proteins were relatively upregulated comparing to PDR. The gene discussed is CRYBB3; the disease is non-proliferative diabetic retinopathy.