Methods to treat cancer patients, especially melanoma patients, who have BRAF mutations and have become resistant to BRAF mutant kinase inhibitors employ inhibitors of multiple receptor tyrosine kinases. In addition, methods are described for identifying pharmaceutical compositions and drugs that will be successful in treating these patients.