Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
Time to Death	Cox regression test	N=2941	shorter survival	N=1335	longer survival	N=1606
AGE	Spearman correlation test	N=4207	older	N=2057	younger	N=2150
PRIMARY SITE OF DISEASE	ANOVA test	N=17490	 	 	 	 
GENDER	t test	N=8363	male	N=3793	female	N=4570
KARNOFSKY PERFORMANCE SCORE	Spearman correlation test	N=1133	higher score	N=599	lower score	N=534
HISTOLOGICAL TYPE	ANOVA test	N=17227	 	 	 	 
PATHOLOGY T	Spearman correlation test	N=6063	higher pT	N=3246	lower pT	N=2817
PATHOLOGY N	Spearman correlation test	N=11	higher pN	N=3	lower pN	N=8
PATHOLOGICSPREAD(M)	ANOVA test	N=32	 	 	 	 
RADIATIONS RADIATION REGIMENINDICATION	t test	N=5989	yes	N=2990	no	N=2999
NEOADJUVANT THERAPY	t test	N=7770	yes	N=3933	no	N=3837