Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
DAYS_TO_DEATH_OR_LAST_FUP	Cox regression test	N=13	shorter survival	N=7	longer survival	N=6
YEARS_TO_BIRTH	Spearman correlation test	N=30	older	N=16	younger	N=14
NEOPLASM_DISEASESTAGE	Kruskal-Wallis test	N=30	 	 	 	 
PATHOLOGY_T_STAGE	Spearman correlation test	N=30	higher stage	N=19	lower stage	N=11
PATHOLOGY_N_STAGE	Spearman correlation test	N=2	higher stage	N=1	lower stage	N=1
PATHOLOGY_M_STAGE	Wilcoxon test	N=0	 	 	 	 
GENDER	Wilcoxon test	N=0	 	 	 	 
HISTOLOGICAL_TYPE	Kruskal-Wallis test	N=30	 	 	 	 
RADIATIONS_RADIATION_REGIMENINDICATION	Wilcoxon test	N=30	yes	N=30	no	N=0
COMPLETENESS_OF_RESECTION	Kruskal-Wallis test	N=30	 	 	 	 
NUMBER_OF_LYMPH_NODES	Spearman correlation test	N=2	higher number_of_lymph_nodes	N=0	lower number_of_lymph_nodes	N=2
RACE	Kruskal-Wallis test	N=30