Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
Time to Death	Cox regression test	N=2	shorter survival	N=1	longer survival	N=1
AGE	Spearman correlation test	N=54	older	N=31	younger	N=23
NEOPLASM DISEASESTAGE	Kruskal-Wallis test	N=25	 	 	 	 
PATHOLOGY T STAGE	Spearman correlation test	N=30	higher stage	N=18	lower stage	N=12
PATHOLOGY N STAGE	Spearman correlation test	N=8	higher stage	N=4	lower stage	N=4
PATHOLOGY M STAGE	Kruskal-Wallis test	N=2	 	 	 	 
GENDER	Wilcoxon test	N=7	male	N=7	female	N=0
KARNOFSKY PERFORMANCE SCORE	Spearman correlation test	N=0	 	 	 	 
NUMBERPACKYEARSSMOKED	Spearman correlation test	N=0	 	 	 	 
RACE	Kruskal-Wallis test	N=0	 	 	 	 
ETHNICITY	Wilcoxon test	N=0