There are two further studies in the TCGA glioma (lower grade) and glioblastoma cohorts combining the 31-gene (or in one study 30-genes) with the PD-L1 status to identify a radioresistant/PD-L1 high group. The gene discussed is CD274; the disease is glioblastoma.