Clinical feature Statistical test Significant genes Associated with                 Associated with Time to Death Cox regression test N=2 shorter survival N=0 longer survival N=2 AGE Spearman correlation test N=9 older N=1 younger N=8 PRIMARY SITE OF DISEASE t test N=27 regional lymph node N=24 regional cutaneous or subcutaneous tissue (includes satellite and in-transit metastasis) N=3 GENDER t test N=17 male N=12 female N=5 DISTANT METASTASIS ANOVA test N=2 LYMPH NODE METASTASIS ANOVA test N=8 NEOPLASM DISEASESTAGE ANOVA test N=0