However, we were able to identify only two (HNF1B and IRS1) out of the 21 genes which are associated with T2DM and related traits [2,5,6,10-13] using GeneMiner in contrast to 12 (57%) using our approach (Additional file 1: Supplemental Table S2). Here, IRS1 is linked to type 2 diabetes mellitus.