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=1 male N=1 female N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 PATHOLOGY T Spearman correlation test N=9 higher pT N=7 lower pT N=2 PATHOLOGY N Spearman correlation test N=0 PATHOLOGICSPREAD(M) ANOVA test N=4 TUMOR STAGE Spearman correlation test N=10 higher stage N=7 lower stage N=3