Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=6 shorter survival N=5 longer survival N=1 AGE Spearman correlation test N=0 NEOPLASM DISEASESTAGE ANOVA test N=21 PATHOLOGY T STAGE Spearman correlation test N=1 higher stage N=1 lower stage N=0 PATHOLOGY N STAGE Spearman correlation test N=0 PATHOLOGY M STAGE ANOVA test N=5 GENDER t test N=8 male N=6 female N=2 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 YEAROFTOBACCOSMOKINGONSET Spearman correlation test N=0