All treatments will be administered on a 21-day cycle. Docetaxel 75 mg/m2 will be administered IV on Day 1 of each 21-day cycle. PX-866 will be administered orally or via PEG tube (if applicable) once per day on Days 1 to 21 of all treatment cycles in patients randomized to the treatment arm containing PX-866.