Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=0 NEOPLASM DISEASESTAGE ANOVA test N=16 PATHOLOGY T STAGE Spearman correlation test N=1 higher stage N=0 lower stage N=1 PATHOLOGY N STAGE Spearman correlation test N=0 GENDER t test N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=0 COMPLETENESS OF RESECTION ANOVA test N=7