Interestingly, KRAS-mutant tumors co-mutated with TP53 or KEAP1 only were associated with increased tumor stage (Fig. 1e, f) suggesting that inactivation of these tumor suppressors drives a more aggressive tumor phenotype. This evidence concerns the gene KEAP1 and neoplasm.