Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=51 shorter survival N=51 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=320 higher pT N=306 lower pT N=14 PATHOLOGY N Spearman correlation test N=1 higher pN N=1 lower pN N=0 PATHOLOGICSPREAD(M) ANOVA test N=136 TUMOR STAGE Spearman correlation test N=384 higher stage N=379 lower stage N=5