Clinical feature Statistical test Significant genes Associated with                 Associated with DAYS_TO_DEATH_OR_LAST_FUP Cox regression test N=0 YEARS_TO_BIRTH Spearman correlation test N=30 older N=5 younger N=25 PATHOLOGIC_STAGE Kruskal-Wallis test N=2 PATHOLOGY_T_STAGE Spearman correlation test N=30 higher stage N=17 lower stage N=13 PATHOLOGY_N_STAGE Spearman correlation test N=0 PATHOLOGY_M_STAGE Wilcoxon test N=0 GENDER Wilcoxon test N=15 male N=15 female N=0 RADIATION_THERAPY Wilcoxon test N=0 KARNOFSKY_PERFORMANCE_SCORE Spearman correlation test N=0 HISTOLOGICAL_TYPE Kruskal-Wallis test N=0 NUMBER_PACK_YEARS_SMOKED Spearman correlation test N=0 YEAR_OF_TOBACCO_SMOKING_ONSET Spearman correlation test N=0 RESIDUAL_TUMOR Kruskal-Wallis test N=0 RACE Kruskal-Wallis test N=0 ETHNICITY Wilcoxon test N=0