Thus, we hypothesized that aberrations of any gene that are close to MHC class I genes in the gene network are likely to deregulate the MHC class I antigen processing and presentation pathway (hereafter termed the MHC I pathway) and affect tumor response to anti-PD1. The gene discussed is PDCD1; the disease is neoplasm.