This analysis confirmed 7 genes previously identified in the single position analysis and uncovered 29 novel genes linked to T2D, such as valyl-tRNA synthetase (VARS), or solute carrier family 1 member 5 (SLC1A5). This evidence concerns the gene VARS1 and type 2 diabetes mellitus.