Similarly, we observed the association of the PDE4B gene with cyclic AMP and the SRC, INSRR, GRIN, DISC1, PRKACA, PRKACB, AK3, ADK, and APRT gene signatures, their dysregulation causing insulin resistance and type 2 diabetes (53–55). Here, PDE4B is linked to type 2 diabetes mellitus.