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=17 younger N=13 PATHOLOGIC_STAGE Kruskal-Wallis test N=0 PATHOLOGY_T_STAGE Spearman correlation test N=30 higher stage N=16 lower stage N=14 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=0 RADIATION_THERAPY Wilcoxon test N=0 KARNOFSKY_PERFORMANCE_SCORE Spearman correlation test N=4 higher score N=2 lower score N=2 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=6 higher number_pack_years_smoked N=3 lower number_pack_years_smoked N=3 RESIDUAL_TUMOR Kruskal-Wallis test N=0 NUMBER_OF_LYMPH_NODES Spearman correlation test N=0 RACE Kruskal-Wallis test N=30