Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
Time to Death	Cox regression test	N=683	shorter survival	N=345	longer survival	N=338
AGE	Spearman correlation test	N=290	older	N=123	younger	N=167
GENDER	t test	N=30	male	N=17	female	N=13
KARNOFSKY PERFORMANCE SCORE	Spearman correlation test	N=1	higher score	N=0	lower score	N=1
HISTOLOGICAL TYPE	ANOVA test	N=2876	 	 	 	 
RADIATIONS RADIATION REGIMENINDICATION	t test	N=22	yes	N=19	no	N=3