Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=12 shorter survival N=4 longer survival N=8 AGE Spearman correlation test N=0 NEOPLASM DISEASESTAGE ANOVA test N=154 PATHOLOGY T STAGE Spearman correlation test N=115 higher stage N=104 lower stage N=11 PATHOLOGY N STAGE Spearman correlation test N=0 PATHOLOGY M STAGE ANOVA test N=2 GENDER t test N=54 male N=18 female N=36 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=0