Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 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 t test N=0 PATHOLOGY T Spearman correlation test N=51 higher pT N=36 lower pT N=15 PATHOLOGY N Spearman correlation test N=0 PATHOLOGICSPREAD(M) ANOVA test N=25 TUMOR STAGE Spearman correlation test N=38 higher stage N=32 lower stage N=6