However, it has never been previously investigated whether CTRP3 regulates diabetes-induced iBRB dysfunction in NPDR and how it modulates retinal vascular endothelial cells’ pathophysiological process. Here, C1QTNF3 is linked to non-proliferative diabetic retinopathy.