Cancers with three specific mutation profiles (MMD-R, p53, CTNNB1) displayed commonality in three pathways, including fatty acid biosynthesis, the pluripotency of stem cell regulation, and the TGFβ signaling pathway, hinting at shared molecular origins. Here, CTNNB1 is linked to cancer.