The waterfall diagram visualizes the 20 genes with the highest mutation frequency in the high and low risk groups, and TP53 is the gene with the highest mutation frequency (Fig. 8D, E), suggesting that there is a potential correlation between cuproptosis in lung cancer cells and tumor mutations. This evidence concerns the gene TP53 and lung cancer.