This is a six month naturalistic prospective, randomized, open label study of pharmacogenetic testing and clinical outcomes in inpatients across diagnoses, including Treatment Resistant Depression (TRD) with or without Post-Traumatic Stress Disorder (PTSD), recruiting from the Short Term Unit at McLean Hospital.