In particular, 4 genes, ACAA1, TCF3, JUNB and WDR5, are functionally related genes for T2DM by a literature analysis, and play major roles in muscle mass and regulate important actions of hypertrophy, and can be served as candidate disease genes for T2DM. This evidence concerns the gene JUNB and type 2 diabetes mellitus.