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=22 younger N=8 PATHOLOGIC_STAGE Kruskal-Wallis test N=30 PATHOLOGY_T_STAGE Spearman correlation test N=30 higher stage N=28 lower stage N=2 PATHOLOGY_N_STAGE Spearman correlation test N=30 higher stage N=15 lower stage N=15 PATHOLOGY_M_STAGE Wilcoxon test N=0 GENDER Wilcoxon test N=4 male N=4 female N=0 RADIATION_THERAPY Wilcoxon test N=30 yes N=30 no N=0 KARNOFSKY_PERFORMANCE_SCORE Spearman correlation test N=30 higher score N=25 lower score N=5 NUMBER_PACK_YEARS_SMOKED Spearman correlation test N=30 higher number_pack_years_smoked N=10 lower number_pack_years_smoked N=20 RACE Kruskal-Wallis test N=30 ETHNICITY Wilcoxon test N=0