Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=3 shorter survival N=3 longer survival N=0 AGE Spearman correlation test N=0 GENDER t test N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 PATHOLOGY T Spearman correlation test N=7 higher pT N=5 lower pT N=2 PATHOLOGY N Spearman correlation test N=0 PATHOLOGICSPREAD(M) ANOVA test N=8 TUMOR STAGE Spearman correlation test N=8 higher stage N=5 lower stage N=3