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=23	older	N=8	younger	N=15
PATHOLOGIC_STAGE	Kruskal-Wallis test	N=2	 	 	 	 
PATHOLOGY_T_STAGE	Spearman correlation test	N=10	higher stage	N=4	lower stage	N=6
PATHOLOGY_N_STAGE	Spearman correlation test	N=3	higher stage	N=3	lower stage	N=0
PATHOLOGY_M_STAGE	Wilcoxon test	N=0	 	 	 	 
MELANOMA_ULCERATION	Wilcoxon test	N=1	yes	N=1	no	N=0
MELANOMA_PRIMARY_KNOWN	Wilcoxon test	N=8	yes	N=8	no	N=0
BRESLOW_THICKNESS	Spearman correlation test	N=14	higher breslow_thickness	N=6	lower breslow_thickness	N=8
GENDER	Wilcoxon test	N=0	 	 	 	 
RADIATION_THERAPY	Wilcoxon test	N=0	 	 	 	 
RACE	Wilcoxon test	N=0	 	 	 	 
ETHNICITY	Wilcoxon test	N=0