Therefore, we speculated that hyperglycemia might enhance poldip2 expression in retinal microvessels under DM conditions, thus causing retinal microangiopathy of DR by regulating the Nox4-H2O2–HIF-1α pathway. Here, POLDIP2 is linked to diabetes mellitus.