Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
Time to Death	Cox regression test	N=56	shorter survival	N=49	longer survival	N=7
AGE	Spearman correlation test	N=1	older	N=1	younger	N=0
GENDER	t test	N=12	male	N=3	female	N=9
KARNOFSKY PERFORMANCE SCORE	Spearman correlation test	N=0	 	 	 	 
DISTANT METASTASIS	t test	N=21	m1	N=16	m0	N=5
LYMPH NODE METASTASIS	ANOVA test	N=2	 	 	 	 
NEOPLASM DISEASESTAGE	ANOVA test	N=39