Our first pan-cancer analysis of FAT1 demonstrated a statistical correlation between FAT1 expression and clinical prognosis, protein phosphorylation, MSI, TMB, TME, and immune cell infiltration, which helped comprehend the role of FAT1 in tumorigenesis from the perspective of clinical tumor samples. Here, FAT1 is linked to neoplasm.