These proteins were involved in the cytokine–cytokine receptor signaling, Jak-Stat signaling, PI3K-Akt signaling, adipocytokine signaling and insulin signaling when compared with T2DM (Fig. 2d). Here, INS is linked to type 2 diabetes mellitus.