Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=0 GENDER t test N=1 male N=0 female N=1 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 RADIATIONS RADIATION REGIMENINDICATION t test N=0