Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=61 shorter survival N=59 longer survival N=2 AGE Spearman correlation test N=1 older N=1 younger N=0 NEOPLASM DISEASESTAGE ANOVA test N=157 PATHOLOGY T STAGE Spearman correlation test N=92 higher stage N=82 lower stage N=10 PATHOLOGY N STAGE Spearman correlation test N=0 PATHOLOGY M STAGE ANOVA test N=159 GENDER t test N=8 male N=5 female N=3 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=0