In the Diabetes Prevention Program, the lifestyle intervention was effective in reducing type 2 diabetes incidence in individuals with higher genetic risk, such as risk variants in PPARG [31] and TNF [32]. This evidence concerns the gene PPARG and type 2 diabetes mellitus.