Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
DAYS_TO_DEATH_OR_LAST_FUP	Cox regression test	N=30	shorter survival	N=22	longer survival	N=8
YEARS_TO_BIRTH	Spearman correlation test	N=0	 	 	 	 
NEOPLASM_DISEASESTAGE	Kruskal-Wallis test	N=0	 	 	 	 
PATHOLOGY_T_STAGE	Spearman correlation test	N=0	 	 	 	 
PATHOLOGY_N_STAGE	Spearman correlation test	N=30	higher stage	N=28	lower stage	N=2
PATHOLOGY_M_STAGE	Wilcoxon test	N=0	 	 	 	 
GENDER	Wilcoxon test	N=13	male	N=13	female	N=0
KARNOFSKY_PERFORMANCE_SCORE	Spearman correlation test	N=30	higher score	N=19	lower score	N=11