The dose of sunitinib will remain fixed: 50 mg administered PO daily on days 1 to 28 day of a 42-day cycle (6 weeks). On days when both sunitinib and TH-302 are administered, sunitinib should be administered at least 2 hours before or at least 2 hours after completion of the TH-302 dose.