Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
Time to Death	Cox regression test	N=364	shorter survival	N=268	longer survival	N=96
AGE	Spearman correlation test	N=58	older	N=58	younger	N=0
GENDER	t test	N=51	male	N=18	female	N=33
KARNOFSKY PERFORMANCE SCORE	Spearman correlation test	N=0	 	 	 	 
PATHOLOGY T	Spearman correlation test	N=1157	higher pT	N=808	lower pT	N=349
PATHOLOGY N	t test	N=4	n1	N=2	n0	N=2
PATHOLOGICSPREAD(M)	t test	N=167	m1	N=165	m0	N=2
TUMOR STAGE	Spearman correlation test	N=1234	higher stage	N=1016	lower stage	N=218
NEOADJUVANT THERAPY	t test	N=60	yes	N=23	no	N=37