A heatmap depicting the frequency of key gene mutations across various cancers highlights the high mutation rates of genes such as TP53 in LUAD, APC in COAD, and PTEN in UCEC, indicating their common involvement in these cancers. This evidence concerns the gene TP53 and cancer.