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, ADK is linked to type 2 diabetes mellitus.