Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
Time to Death	Cox regression test	N=1	shorter survival	N=1	longer survival	N=0
AGE	Spearman correlation test	N=0	 	 	 	 
HISTOLOGICAL TYPE	Kruskal-Wallis test	N=23	 	 	 	 
RADIATIONS RADIATION REGIMENINDICATION	Wilcoxon test	N=2	yes	N=2	no	N=0
COMPLETENESS OF RESECTION	Kruskal-Wallis test	N=1	 	 	 	 
RACE	Kruskal-Wallis test	N=0	 	 	 	 
ETHNICITY	Wilcoxon test	N=0