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=9 male N=7 female N=2 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0