After the baseline hospital visit and MRI, depressed subjects (but not healthy controls) will begin taking an FDA approved antidepressant, as prescribed by the study psychiatrist, for the next 8 weeks while they are enrolled in the study. The specific drug will be decided upon between the participant and the study psychiatrist at the in-person screening visit.