INSR and type 2 diabetes mellitus: For example, the insulin gene, the insulin receptor gene, the peroxisome proliferator-activated receptor (PPAR) gene, the glucokinase gene, and the hepatocyte nuclear factor-1alpha (HNF-1alpha) transcription factor gene have all been identified as key genetic factors influencing the risk of T2DM.