To test this hypothesis, we selected patients in the large TCGA GBM cohort (TCGA Research Network: http://cancergenome.nih.gov/) that received radiation treatment as well as patients that received no treatment and stratified these populations by PKM expression. Here, PKM is linked to glioblastoma.