This study unravels a new molecular mechanism of DEPDC1B acting downstream of SOX10 to promote melanoma angiogenesis and metastasis through CDC16 sequestration that stabilizes secreted SCUBE3, which suggests the possibility of targeting SCUBE3 as a therapeutic strategy against metastatic melanoma. Here, DEPDC1B is linked to melanoma.