Functional validation of top-ranked DEGs clearly supported a role for the identified expression changes in T2D, as mimicking the changes for OPRD1, PAX5, and SLC2A2 in human islets and clonal β cells perturbed insulin secretion. This evidence concerns the gene PAX5 and type 2 diabetes mellitus.