Our findings of novel candidate genes (HACL1, RAD21, ASH1L, and GAK) related to T2D in Asian population provided insights into the pathophysiology of T2D, and could be potential targets for clinical diagnosis and therapeutic interventions. Here, ASH1L is linked to type 2 diabetes mellitus.