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=6 PATHOLOGY T STAGE Spearman correlation test N=11 higher stage N=11 lower stage N=0 PATHOLOGY N STAGE Spearman correlation test N=4 higher stage N=2 lower stage N=2 PATHOLOGY M STAGE ANOVA test N=1 GENDER t test N=13 male N=10 female N=3 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=1 higher score N=0 lower score N=1 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 NUMBER OF LYMPH NODES Spearman correlation test N=3 higher number.of.lymph.nodes N=1 lower number.of.lymph.nodes N=2