Our MHC I-association prediction can be integrated with TCGA transcriptomic data of a given cancer type to select signature genes to calculate the MIAS score for predicting patient response to anti-PD1 therapies in the cancer type (Fig. 1c). Here, PDCD1 is linked to cancer.