Clinical feature Statistical test Significant genes Associated with                 Associated with DAYS_TO_DEATH_OR_LAST_FUP Cox regression test N=2 N=NA N=NA YEARS_TO_BIRTH Spearman correlation test N=30 older N=12 younger N=18 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=3 male N=3 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=30 lower score N=0 HISTOLOGICAL_TYPE Wilcoxon test N=30 esophagus squamous cell carcinoma N=30 esophagus adenocarcinoma, nos N=0 NUMBER_PACK_YEARS_SMOKED Spearman correlation test N=30 higher number_pack_years_smoked N=2 lower number_pack_years_smoked N=28 RESIDUAL_TUMOR Kruskal-Wallis test N=0 NUMBER_OF_LYMPH_NODES Spearman correlation test N=0 RACE Kruskal-Wallis test N=30 ETHNICITY Wilcoxon test N=0