Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=442 shorter survival N=273 longer survival N=169 AGE Spearman correlation test N=16 older N=13 younger N=3 GENDER t test N=77 male N=7 female N=70 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 PATHOLOGY T Spearman correlation test N=647 higher pT N=321 lower pT N=326 PATHOLOGY N t test N=6 n1 N=0 n0 N=6 PATHOLOGICSPREAD(M) t test N=53 m1 N=50 m0 N=3 TUMOR STAGE Spearman correlation test N=720 higher stage N=479 lower stage N=241