In proliferative diabetic retinopathy (PDR), pericytes exhibit global communication through the APP signaling pathway, with APP-CD74 being the major ligand–receptor pair and microglia serving as one of the key receiving cells [36]. This evidence concerns the gene CD74 and proliferative diabetic retinopathy.