In conclusion, it is revealed that a SOX10‐DEPDC1B‐SCUBE3 regulatory axis promotes melanoma angiogenesis and metastasis, which suggests that targeting secreted SCUBE3 can be a therapeutic strategy against metastatic melanoma. Here, DEPDC1B is linked to melanoma.