One of the key dysfunction processes in T2D, also identified in our enrichment analysis, is the UPR, which results from pro-insulin synthesis rate that exceeds the protein processing capacity of cells, leading to beta-cell dysfunction and death82,83. This evidence concerns the gene INS and type 2 diabetes mellitus.