Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=38 shorter survival N=18 longer survival N=20 AGE Spearman correlation test N=1 older N=1 younger N=0 GENDER t test N=4 male N=2 female N=2 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 PATHOLOGY T Spearman correlation test N=36 higher pT N=17 lower pT N=19 PATHOLOGY N t test N=1 n1 N=0 n0 N=1 PATHOLOGICSPREAD(M) t test N=23 m1 N=8 m0 N=15 TUMOR STAGE Spearman correlation test N=42 higher stage N=19 lower stage N=23