Analysis of T2D islet single cell data also revealed down-regulation of four common gene features (IAPP, SST, MAFA and ADCYAP1 identified across our three top ML workflows) in T2D compared to ND insulin transcribing cells (Supplementary Table 4). This evidence concerns the gene INS and type 2 diabetes mellitus.