Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
Time to Death	Cox regression test	N=2315	shorter survival	N=1496	longer survival	N=819
AGE	Spearman correlation test	N=19	older	N=3	younger	N=16
GENDER	t test	N=216	male	N=134	female	N=82
KARNOFSKY PERFORMANCE SCORE	Spearman correlation test	N=0	 	 	 	 
PATHOLOGY T	Spearman correlation test	N=2625	higher pT	N=1420	lower pT	N=1205
PATHOLOGY N	t test	N=5	n1	N=2	n0	N=3
PATHOLOGICSPREAD(M)	t test	N=317	m1	N=264	m0	N=53
TUMOR STAGE	Spearman correlation test	N=3057	higher stage	N=1674	lower stage	N=1383