Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
TIME_FROM_SPECIMEN_DX_TO_DEATH_OR_LAST_FUP	Cox regression test	N=20	shorter survival	N=7	longer survival	N=13
DAYS_TO_DEATH_OR_LAST_FUP	Cox regression test	N=30	shorter survival	N=15	longer survival	N=15
YEARS_TO_BIRTH	Spearman correlation test	N=12	older	N=4	younger	N=8
PRIMARY_SITE_OF_DISEASE	Kruskal-Wallis test	N=30	 	 	 	 
NEOPLASM_DISEASESTAGE	Kruskal-Wallis test	N=0	 	 	 	 
PATHOLOGY_T_STAGE	Spearman correlation test	N=0	 	 	 	 
PATHOLOGY_N_STAGE	Spearman correlation test	N=5	higher stage	N=4	lower stage	N=1
PATHOLOGY_M_STAGE	Wilcoxon test	N=0	 	 	 	 
MELANOMA_ULCERATION	Wilcoxon test	N=0	 	 	 	 
MELANOMA_PRIMARY_KNOWN	Wilcoxon test	N=15	yes	N=15	no	N=0
BRESLOW_THICKNESS	Spearman correlation test	N=30	higher breslow_thickness	N=13	lower breslow_thickness	N=17
GENDER	Wilcoxon test	N=0