We drew a heat map to show the differential expression of cancer-related genes in the three sphingolipid pathway clusters, and noticed that the oncogenes CCND1, BRAF, AKT1, MYC, KRAS, MTOR, PIK3CA, and VEGFA were present. Here, KRAS is linked to cancer.