One study investigated the relationship between TMB and the imaging, histologic, and genetic features in NSCLC and found that tumors with high TMB were more prevalent in those with a TP53 mutation (P<0.0001) (99). The gene discussed is TP53; the disease is non-small cell lung carcinoma.