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 Kruskal-Wallis test N=1 PATHOLOGY T STAGE Spearman correlation test N=0 PATHOLOGY N STAGE Spearman correlation test N=2 higher stage N=0 lower stage N=2 PATHOLOGY M STAGE Kruskal-Wallis test N=7 GENDER Wilcoxon test N=2 male N=2 female N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=1 higher score N=0 lower score N=1 NUMBERPACKYEARSSMOKED Spearman correlation test N=1 higher numberpackyearssmoked N=1 lower numberpackyearssmoked N=0 NUMBER OF LYMPH NODES Spearman correlation test N=4 higher number.of.lymph.nodes N=1 lower number.of.lymph.nodes N=3 RACE Kruskal-Wallis test N=3