In addition to the TMB and PD-L1 associations, we observed significant associations between increasing numbers of genomic alterations and higher frequencies of squamous cell carcinoma within the TP53 and PIK3CA-associated gene modules (P<0.0001; Figure 4D; Supplementary Figure S2A). Here, TP53 is linked to squamous cell carcinoma.