Furthermore, molecular subtyping analysis using cBioPortal revealed that MAP2K4 and MAPK8 expression levels were significantly elevated in the CMS1 subtype, which is characterized by strong immune infiltration in the tumor microenvironment and high microsatellite instability and frequent mutations in the BRAF, PTEN, and ATM genes. This evidence concerns the gene ATM and neoplasm.