Besides MAP4K4, other genes (such as signaling molecules) and environmental factors that induce pathogenic IL-6+ Th17 cell population may be also involved in the pathogenesis of non-obese T2D. This evidence concerns the gene IL6 and type 2 diabetes mellitus.