In the present investigation, we employed bioinformatic analyses, as well as <i>in vitro</i> and <i>in vivo</i> experiments to elucidate the functional significance of FAT1 in pan-cancer, with a primary focus on lung cancer. Here, FAT1 is linked to cancer.