Before the first GWAS for T2D, a research describing three genetic variants (KCNJ11, PPARG and TCF7L2) that had been associated with T2D was published, assessing the combined risk of these variants and the predictive value of the genetic tests using the AUC. Here, PPARG is linked to type 2 diabetes mellitus.