APOL3 was found to be involved in cell adhesion molecular cams, type 1 diabetes mellitus, chemokine signaling pathways, and fatty acid metabolism by KEGG pathways in the TCGA cohort (Fig. 6M–P). This evidence concerns the gene APOL3 and type 1 diabetes mellitus.