Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=0 AGE Spearman correlation test N=66 older N=4 younger N=62 NEOPLASM DISEASESTAGE Kruskal-Wallis test N=0 PATHOLOGY T STAGE Spearman correlation test N=0 PATHOLOGY N STAGE Spearman correlation test N=0 PATHOLOGY M STAGE Kruskal-Wallis test N=0 GENDER Wilcoxon test N=16 male N=16 female N=0 KARNOFSKY PERFORMANCE SCORE Spearman correlation test N=447 higher score N=410 lower score N=37 HISTOLOGICAL TYPE Kruskal-Wallis test N=0 RADIATIONS RADIATION REGIMENINDICATION Wilcoxon test N=0 NUMBERPACKYEARSSMOKED Spearman correlation test N=0 COMPLETENESS OF RESECTION Kruskal-Wallis test N=0 RACE Kruskal-Wallis test N=2 ETHNICITY Wilcoxon test N=0