Taken together, these data indicate that high levels of exosomal PAI-1 induce IR-induced cancer cachexia, including GBM cachexia, and that of abrogating PAI-1 synergizes with radiation to improve GBM treatment outcomes. This evidence concerns the gene SERPINE1 and cancer.