The genes involved in diabetes and NFLD are INS, IL6, AKT1, PPARG, ALB, GAPDH, ADIPOQ, LEP, TNF, TP53, SIRT1, IGF1, and MAPK3, with 65% centrality regarding the current results. Here, PPARG is linked to diabetes mellitus.