In this study, we found that TRAF4, TRAF5, and TRAF6 were upregulated in several TCGA cancer cohorts and cancer cell lines, especially in ovarian cancer and melanoma cell lines, indicating their potential correlation with retinoic acid sensitivity in these cells. This evidence concerns the gene TRAF4 and ovarian cancer.