Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
Time to Death	Cox regression test	N=38	shorter survival	N=18	longer survival	N=20
AGE	Spearman correlation test	N=1	older	N=1	younger	N=0
GENDER	t test	N=4	male	N=2	female	N=2
KARNOFSKY PERFORMANCE SCORE	Spearman correlation test	N=0	 	 	 	 
DISTANT METASTASIS	t test	N=23	m1	N=8	m0	N=15
LYMPH NODE METASTASIS	ANOVA test	N=18	 	 	 	 
NEOPLASM DISEASESTAGE	ANOVA test	N=37