Clinical feature Statistical test Significant genes Associated with                 Associated with DAYS_TO_DEATH_OR_LAST_FUP Cox regression test N=30 shorter survival N=12 longer survival N=18 YEARS_TO_BIRTH Spearman correlation test N=30 older N=12 younger N=18 PATHOLOGY_T_STAGE Spearman correlation test N=30 higher stage N=17 lower stage N=13 PATHOLOGY_N_STAGE Wilcoxon test N=0 PATHOLOGY_M_STAGE Wilcoxon test N=1 class1 N=1 class0 N=0 HISTOLOGICAL_TYPE Kruskal-Wallis test N=30 RADIATIONS_RADIATION_REGIMENINDICATION Wilcoxon test N=14 yes N=14 no N=0 NUMBER_PACK_YEARS_SMOKED Spearman correlation test N=0 NUMBER_OF_LYMPH_NODES Spearman correlation test N=30 higher number_of_lymph_nodes N=20 lower number_of_lymph_nodes N=10 RACE Kruskal-Wallis test N=6 ETHNICITY Wilcoxon test N=0 WEIGHT_KG_AT_DIAGNOSIS Spearman correlation test N=30 higher weight_kg_at_diagnosis N=23 lower weight_kg_at_diagnosis N=7 TUMOR_STATUS Wilcoxon test N=6 with tumor N=6 tumor free N=0 TUMOR_SAMPLE_PROCUREMENT_COUNTRY Kruskal-Wallis test N=30 NEOPLASM_HISTOLOGIC_GRADE Kruskal-Wallis test N=30 TOBACCO_SMOKING_YEAR_STOPPED Spearman correlation test N=2 higher tobacco_smoking_year_stopped N=1 lower tobacco_smoking_year_stopped N=1 TOBACCO_SMOKING_PACK_YEARS_SMOKED Spearman correlation test N=0 TOBACCO_SMOKING_HISTORY Kruskal-Wallis test N=12 PATIENT AGEBEGANSMOKINGINYEARS Spearman correlation test N=1 higher patient.agebegansmokinginyears N=1 lower patient.agebegansmokinginyears N=0 RADIATION_TOTAL_DOSE Spearman correlation test N=0 RADIATION_THERAPY_TYPE Kruskal-Wallis test N=30 RADIATION_THERAPY_STATUS Wilcoxon test N=0 RADIATION_THERAPY_SITE Kruskal-Wallis test N=1 RADIATION_ADJUVANT_UNITS Wilcoxon test N=0 PREGNANCIES_COUNT_TOTAL Spearman correlation test N=0 PREGNANCIES_COUNT_STILLBIRTH Spearman correlation test N=0 PATIENT_PATIENTPREGNANCYSPONTANEOUSABORTIONCOUNT Spearman correlation test N=0 PREGNANCIES_COUNT_LIVE_BIRTH Spearman correlation test N=30 higher pregnancies_count_live_birth N=5 lower pregnancies_count_live_birth N=25 PATIENT_PATIENTPREGNANCYTHERAPEUTICABORTIONCOUNT Spearman correlation test N=0 PREGNANCIES_COUNT_ECTOPIC Spearman correlation test N=0 POS_LYMPH_NODE_LOCATION Kruskal-Wallis test N=0 MENOPAUSE_STATUS Kruskal-Wallis test N=30 LYMPHOVASCULAR_INVOLVEMENT Wilcoxon test N=9 present N=9 absent N=0 LYMPH_NODES_EXAMINED_HE_COUNT Spearman correlation test N=30 higher lymph_nodes_examined_he_count N=20 lower lymph_nodes_examined_he_count N=10 LYMPH_NODES_EXAMINED Spearman correlation test N=0 KERATINIZATION_SQUAMOUS_CELL Wilcoxon test N=30 non-keratinizing squamous cell carcinoma N=30 keratinizing squamous cell carcinoma N=0 INITIAL_PATHOLOGIC_DX_YEAR Spearman correlation test N=30 higher initial_pathologic_dx_year N=9 lower initial_pathologic_dx_year N=21 HISTORY_HORMONAL_CONTRACEPTIVES_USE Kruskal-Wallis test N=0 HEIGHT_CM_AT_DIAGNOSIS Spearman correlation test N=30 higher height_cm_at_diagnosis N=20 lower height_cm_at_diagnosis N=10 CORPUS_INVOLVEMENT Wilcoxon test N=0 CHEMO_CONCURRENT_TYPE Kruskal-Wallis test N=0 CERVIX_SUV_RESULTS Spearman correlation test N=1 higher cervix_suv_results N=1 lower cervix_suv_results N=0 AJCC_TUMOR_PATHOLOGIC_PT Kruskal-Wallis test N=30 AGE_AT_DIAGNOSIS Spearman correlation test N=30 higher age_at_diagnosis N=13 lower age_at_diagnosis N=17 STAGE_EVENT CLINICAL_STAGE Kruskal-Wallis test N=30