Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
Time to Death	Cox regression test	N=0	 	 	 	 
AGE	Spearman correlation test	N=144	older	N=18	younger	N=126
PRIMARY SITE OF DISEASE	ANOVA test	N=4	 	 	 	 
KARNOFSKY PERFORMANCE SCORE	Spearman correlation test	N=1	higher score	N=1	lower score	N=0
TUMOR STAGE	Spearman correlation test	N=0	 	 	 	 
RADIATIONS RADIATION REGIMENINDICATION	t test	N=2144	yes	N=2096	no	N=48
NEOADJUVANT THERAPY	t test	N=19	yes	N=7	no	N=12