ADCYAP1 and type 2 diabetes mellitus: 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).