Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test 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=3 higher pT N=3 lower pT N=0 PATHOLOGY N t test N=0 PATHOLOGICSPREAD(M) t test N=4 m1 N=4 m0 N=0 TUMOR STAGE Spearman correlation test N=2 higher stage N=2 lower stage N=0