Tumor biopsies will be obtained from patients before treatment and six weeks into therapy. Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and fludeoxyglucose 18F-positron emission tomography (FDG-PET) will be obtained from patients before treatment, on day 3 of treatment, and six weeks into therapy.