Finally, gene and cancer type-specific analysis showed that HLA-A and HLA-B were deemed as drivers across several cancer types, including metastatic colorectal, NSCLC and DLBCL as well as the pan-cancer cohorts (Fig. 4d,e and Supplementary Data 3). Here, HLA-A is linked to non-small cell lung carcinoma.