Since ATP4A, MCOLN1, and ATP6V0E1 might be pivotal in the ion channels for insulinoma and participate in regulating the secretion of various hormones, we selected these three target genes separately for further single-gene GSEA and GSVA analyses. This evidence concerns the gene ATP4A and pancreatic insulinoma.