Therefore we validated the top, common gene features (IAPP, SST, MAFA, ADCYAP1 and LDHA) from the three ML workflows using a separate publicly available single-cell RNA-seq dataset from non-diabetic (ND) vs T2D adult human pancreas (GSE154126 (18)). The gene discussed is MAFA; the disease is type 2 diabetes mellitus.