To reduce the type I error probability in analyzing interactions among genes, we used both MDR and multiplicative logistic regression and found potential gene-gene interactions among LRP5, TCF7L2, and GCG associated with T2DM. Here, TCF7L2 is linked to type 2 diabetes mellitus.