These 31 genes were involved in epigenetic regulation (KMT2C, SETD2, EP300, KMT2D, TET2, DNMT3A, KMT2A, etc.), tumor suppression (FAT1, BCOR, BCORL1, ETV6, ARID1A, ATM, ARID2) and signaling pathways (NOTCH1, NOTCH2, TNFAIP3, NF1, TNFRSF14, MYD88, KLHL6, PDGFRB, SPEN, TET2, FAS, JAK3, NFKBIE, MTOR, RELN, CIITA, APC). This evidence concerns the gene FAT1 and neoplasm.