Funding for this research was provided by Novartis, which was involved in all stages of study research and manuscript preparation. Ghate and Perez are employees of Novartis and own stock/stock options. Swallow, Messali, McDonald, and Duchesneau are employees of Analysis Group, which has received consultancy fees from Novartis. Study concept and design were contributed by Swallow, Messali, Ghate, and Perez, along with McDonald and Duchesneau. Swallow, Messali, McDonald, and Duchesneau collected the data, and all authors participated in data interpretation. The manuscript was written by Swallow, Messali, and Ghate, along with the other authors, and revised by Swallow, Messali, Ghate, and Perez. A synopsis of the current research was presented in poster format at the 15th International Kidney Cancer Symposium on November 4-5, 2016, in Miami, Florida.