Overall, our findings reveal novel roles of Adcy3a and Adcy5 in regulating pigmentation in vertebrates and provide an optimal animal model for studying the roles of cAMP signaling in melanocyte development and potential skin malignancies such as melanoma. Here, ADCY5 is linked to melanoma.