Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=13 older N=1 younger N=12 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 TUMOR STAGE Spearman correlation test N=0 NEOADJUVANT THERAPY t test N=1 yes N=1 no N=0