Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
DAYS_TO_DEATH_OR_LAST_FUP	Cox regression test	N=30	shorter survival	N=14	longer survival	N=16
YEARS_TO_BIRTH	Spearman correlation test	N=29	older	N=15	younger	N=14
NEOPLASM_DISEASESTAGE	Kruskal-Wallis test	N=30	 	 	 	 
PATHOLOGY_T_STAGE	Spearman correlation test	N=30	higher stage	N=14	lower stage	N=16
PATHOLOGY_N_STAGE	Wilcoxon test	N=30	n1	N=30	n0	N=0
PATHOLOGY_M_STAGE	Wilcoxon test	N=30	class1	N=30	class0	N=0
GENDER	Wilcoxon test	N=28	male	N=28	female	N=0
KARNOFSKY_PERFORMANCE_SCORE	Spearman correlation test	N=0	 	 	 	 
RACE	Kruskal-Wallis test	N=15	 	 	 	 
ETHNICITY	Wilcoxon test	N=0