A key question raised by this study is the nature of any potential functional relationship between PARL and ABCC5. Future work will need to include efforts to identify the functional variant (for example a regulatory element in intron 26) and undertake further functional studies such as cell culture work to more clearly establish the molecular mechanisms by which ABCC5 confers risk of T2D. Here, PARL is linked to type 2 diabetes mellitus.