Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=1 shorter survival N=0 longer survival N=1 AGE Spearman correlation test N=55 older N=29 younger N=26 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 TUMOR STAGE Spearman correlation test N=1 higher stage N=1 lower stage N=0