This remains in its infancy. I cannot find the melanoma data published. There is preliminary data that DNA repair defects may play a role in Golden Retriever lymphomas. Other breeds (Rottweilers and the gene MET) have been shown to have specific genes or predisposition to osteosarcoma. There is much work yet to be done in this area.