Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
TIME_FROM_SPECIMEN_DX_TO_DEATH_OR_LAST_FUP	Cox regression test	N=0	 	 	 	 
DAYS_TO_DEATH_OR_LAST_FUP	Cox regression test	N=0	 	 	 	 
YEARS_TO_BIRTH	Spearman correlation test	N=30	older	N=3	younger	N=27
PRIMARY_SITE_OF_DISEASE	Kruskal-Wallis test	N=30	 	 	 	 
NEOPLASM_DISEASESTAGE	Kruskal-Wallis test	N=1	 	 	 	 
PATHOLOGY_T_STAGE	Spearman correlation test	N=30	higher stage	N=6	lower stage	N=24
PATHOLOGY_N_STAGE	Spearman correlation test	N=30	higher stage	N=15	lower stage	N=15
PATHOLOGY_M_STAGE	Wilcoxon test	N=0	 	 	 	 
MELANOMA_ULCERATION	Wilcoxon test	N=0	 	 	 	 
MELANOMA_PRIMARY_KNOWN	Wilcoxon test	N=9	yes	N=9	no	N=0
BRESLOW_THICKNESS	Spearman correlation test	N=30	higher breslow_thickness	N=11	lower breslow_thickness	N=19
GENDER	Wilcoxon test	N=5	male	N=5	female	N=0
RACE	Kruskal-Wallis test	N=0	 	 	 	 
ETHNICITY	Wilcoxon test	N=0