Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
Time to Death	Cox regression test	N=26	shorter survival	N=2	longer survival	N=24
AGE	Spearman correlation test	N=5	older	N=5	younger	N=0
PRIMARY SITE OF DISEASE	ANOVA test	N=4593	 	 	 	 
GENDER	t test	N=324	male	N=68	female	N=256
HISTOLOGICAL TYPE	ANOVA test	N=1381	 	 	 	 
PATHOLOGY T	Spearman correlation test	N=0	 	 	 	 
PATHOLOGY N	Spearman correlation test	N=0	 	 	 	 
TUMOR STAGE	Spearman correlation test	N=0	 	 	 	 
RADIATIONS RADIATION REGIMENINDICATION	t test	N=17	yes	N=3	no	N=14
NEOADJUVANT THERAPY	t test	N=111	yes	N=17	no	N=94