DCMY related genes were highly linked to insulin resistance pathway, AGE–RAGE pathway, macrophage-stimulating protein (MSP) signaling and the ACE inhibitor pathways as shown in Fig. 1a–e. Here, ACE is linked to Insulin resistance.