In our studies, we did not observe elevated serum levels of TNF-alpha in prediabetic mice (IFN-gamma was not examined), and TNF-alpha does not appear to have the same degree of impact as IL-1beta and IL-6 on the development of T2D in humans [47]. This evidence concerns the gene IL6 and type 2 diabetes mellitus.