Clinical feature	Statistical test	Significant genes	Associated with	               	Associated with	
TIME_FROM_SPECIMEN_DX_TO_DEATH_OR_LAST_FUP	Cox regression test	N=30	 	N=NA	 	N=NA
DAYS_TO_DEATH_OR_LAST_FUP	Cox regression test	N=30	 	N=NA	 	N=NA
YEARS_TO_BIRTH	Spearman correlation test	N=30	older	N=30	younger	N=0
PATHOLOGIC_STAGE	Kruskal-Wallis test	N=2	 	 	 	 
PATHOLOGY_T_STAGE	Spearman correlation test	N=30	higher stage	N=27	lower stage	N=3
PATHOLOGY_N_STAGE	Spearman correlation test	N=30	higher stage	N=2	lower stage	N=28
PATHOLOGY_M_STAGE	Wilcoxon test	N=0	 	 	 	 
MELANOMA_ULCERATION	Wilcoxon test	N=0	 	 	 	 
MELANOMA_PRIMARY_KNOWN	Wilcoxon test	N=0	 	 	 	 
BRESLOW_THICKNESS	Spearman correlation test	N=30	higher breslow_thickness	N=23	lower breslow_thickness	N=7
GENDER	Wilcoxon test	N=4	male	N=4	female	N=0
RADIATION_THERAPY	Wilcoxon test	N=0	 	 	 	 
RACE	Kruskal-Wallis test	N=0	 	 	 	 
ETHNICITY	Wilcoxon test	N=0