Clinical feature Statistical test Significant genes Associated with                 Associated with DAYS_TO_DEATH_OR_LAST_FUP Cox regression test N=30 N=NA N=NA 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=14 lower stage N=16 PATHOLOGY_N_STAGE Spearman correlation test N=30 higher stage N=14 lower stage N=16 PATHOLOGY_M_STAGE Wilcoxon test N=26 class1 N=26 class0 N=0 GENDER Wilcoxon test N=28 male N=28 female N=0 KARNOFSKY_PERFORMANCE_SCORE Spearman correlation test N=13 higher score N=8 lower score N=5 NUMBER_PACK_YEARS_SMOKED Spearman correlation test N=0 YEAR_OF_TOBACCO_SMOKING_ONSET Spearman correlation test N=0 RACE Kruskal-Wallis test N=0 ETHNICITY Wilcoxon test N=1 not hispanic or latino N=1 hispanic or latino N=0