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. The gene discussed is TRAF4; the disease is cancer.