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=4 PATHOLOGY T STAGE Spearman correlation test N=9 higher stage N=3 lower stage N=6 PATHOLOGY N STAGE Spearman correlation test N=8 higher stage N=3 lower stage N=5 GENDER Wilcoxon test N=6 male N=6 female N=0 RADIATIONS RADIATION REGIMENINDICATION Wilcoxon test N=2 yes N=2 no N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=2 higher numberpackyearssmoked N=2 lower numberpackyearssmoked N=0 NUMBER OF LYMPH NODES Spearman correlation test N=8 higher number.of.lymph.nodes N=4 lower number.of.lymph.nodes N=4 RACE Kruskal-Wallis test N=0 ETHNICITY Wilcoxon test N=0