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=13 male N=13 female N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 HISTOLOGICAL TYPE ANOVA test N=16 PATHOLOGY T Spearman correlation test N=0 PATHOLOGY N Spearman correlation test N=0 PATHOLOGICSPREAD(M) t test N=16 m1 N=7 m0 N=9 NEOADJUVANT THERAPY t test N=2 yes N=1 no N=1