The goal of this study is to conduct a proof of concept clinical trial using antidepressant therapy to improve cognition. This study will utilize a randomized, double blinded, placebo - controlled trial design. The investigators will recruit up to 100 patients. Patients will be screened multiple times to determine eligibility. Patients will be randomized into one of two study groups (placebo control group and Duloxetine group). Patients in the Duloxetine group will receive up to 60 mg of an FDA approved antidepressant, Duloxetine. Patients in the control group will receive a placebo that is the exact shape and size of the study drug. The patients, primary investigators, and research personnel will be blinded to the study condition. The investigators will designate one on-site personnel to serve as data and safety monitor. This person will not be blinded and will randomize patients to condition, work with the pharmacy, and can un-blind condition if necessary.