Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
Time to Death	Cox regression test	N=39	shorter survival	N=19	longer survival	N=20
AGE	Spearman correlation test	N=1	older	N=1	younger	N=0
NEOPLASM DISEASESTAGE	ANOVA test	N=36	 	 	 	 
PATHOLOGY T STAGE	Spearman correlation test	N=36	higher stage	N=17	lower stage	N=19
PATHOLOGY N STAGE	t test	N=1	class1	N=0	class0	N=1
PATHOLOGY M STAGE	t test	N=21	m1	N=8	m0	N=13
GENDER	t test	N=4	male	N=2	female	N=2
KARNOFSKY PERFORMANCE SCORE	Spearman correlation test	N=0