Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=23 shorter survival N=8 longer survival N=15 AGE Spearman correlation test N=6 older N=5 younger N=1 NEOPLASM DISEASESTAGE ANOVA test N=16 PATHOLOGY T STAGE Spearman correlation test N=7 higher stage N=1 lower stage N=6 PATHOLOGY N STAGE Spearman correlation test N=1 higher stage N=0 lower stage N=1 PATHOLOGY M STAGE ANOVA test N=187 GENDER t test N=119 male N=11 female N=108 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 HISTOLOGICAL TYPE ANOVA test N=101 RADIATIONS RADIATION REGIMENINDICATION t test N=62 yes N=41 no N=21 NUMBERPACKYEARSSMOKED Spearman correlation test N=2 higher numberpackyearssmoked N=0 lower numberpackyearssmoked N=2 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=0 COMPLETENESS OF RESECTION ANOVA test N=110