Theseresults indicated that P4HA3 upregulation may account for thedysregulation of adipocyte and insulin response in obesity combined with T2DM.Adipose tissue is a heterogeneous tissue responsible for systemic energy homeostasis(23). Here, INS is linked to type 2 diabetes mellitus.