We have successfully demonstrated how a genome-wide perturbation set can be used as a prioritization tool for causal genes at T2D GWAS loci and highlight CALCOCO2 as a modulator of insulin granule homeostasis and beta cell function with a likely causal role in T2D. Here, INS is linked to type 2 diabetes mellitus.