Background: Psychomotor disturbance is common in psychotic depression and is associated with relapse. In this analysis, we examined whether white matter microstructure is associated with relapse probability in psychotic depression and, if so, whether white matter microstructure accounts for the association between psychomotor disturbance and relapse., Methods: We used tractography to characterize diffusion-weighted MRI data in 80 participants enrolled in a randomized clinical trial that compared efficacy and tolerability of sertraline plus olanzapine with sertraline plus placebo in the continuation treatment of remitted psychotic depression. Cox proportional hazard models tested the relationships between psychomotor disturbance (processing speed and CORE score) at baseline, white matter microstructure (fractional anisotropy [FA] and mean diffusivity [MD]) in 15 selected tracts at baseline, and relapse probability., Results: CORE was significantly associated with relapse. Higher mean MD was significantly associated with relapse in the each of the following tracts: corpus callosum, left striato-frontal, left thalamo-frontal, and right thalamo-frontal. CORE and MD were each associated with relapse in the final models., Limitations: As a secondary analysis with a small sample size, this study was not powered for its aims, and is vulnerable to types I and II statistical errors. Further, the sample size was not sufficient to test the interaction of the independent variables and randomized treatment group with relapse probability., Conclusions: While both psychomotor disturbance and MD were associated with psychotic depression relapse, MD did not account for the relationship between psychomotor disturbance and relapse. The mechanism by which of psychomotor disturbance increases the risk of relapse requires further investigation., Clinical Trial Registration: Study of the Pharmacotherapy of Psychotic Depression II (STOP-PD II); NCT01427608. URL: https://clinicaltrials.gov/ct2/show/NCT01427608., Competing Interests: Declaration of competing interest K.S. Bingham receives grant support from the University of Toronto. N. Calarco has no disclosures. E.W. Dickie receives grant support from the Brain and Behavior Research Foundation. G.S. Alexopoulos has received NIMH grants and has served in the speakers' bureau of Takeda, Lundbeck, Otsuka, Alergan, Astra/Zeneca, Sunovion. M.A. Butters receives research financial support from NIH. P. Marino received research support from the NIMH at the time this work was done. B.S. Meyers received research support from the NIMH at the time this work was done. B.H. Mulsant holds and receives support from the Labatt Family Chair in Biology of Depression in Late-Life Adults at the University of Toronto. He currently receives research support from Brain Canada, the Canadian Institutes of Health Research, the CAMH Foundation, the Patient-Centered Outcomes Research Institute (PCORI), the US National Institute of Health (NIH), Capital Solution Design LLC (software used in a study founded by CAMH Foundation), and HAPPYneuron (software used in a study founded by Brain Canada). He has been an unpaid consultant to Myriad Neuroscience. N.H. Neufeld has received grant support from the Brain and Behavior Research Foundation, Canadian Institutes of Health Research, Physicians' Services Incorporated Foundation, and the University of Toronto. A.J. Rothschild has received grant or research support from Janssen, the National Institute of Mental Health, Otsuka, Praxis, Eli-Lilly (medications for a NIH-funded clinical trial), Pfizer (medications for a NIH-funded clinical trial), and the Irving S. and Betty Brudnick Endowed Chair in Psychiatry, is a consultant to Alkermes, Janssen, Sage Therapeutics, Xenon Pharmaceuticals and several generic medication companies, has received royalties for the Rothschild Scale for Antidepressant Tachyphylaxis (RSAT)®; Clinical Manual for the Diagnosis and Treatment of Psychotic Depression, American Psychiatric Press, 2009; The Evidence-Based Guide to Antipsychotic Medications, American Psychiatric Press, 2010; The Evidence-Based Guide to Antidepressant Medications, American Psychiatric Press, 2012; and, UpToDate® and has received honorarium from Wolters Kluwer (Journal Editor). E.M. Whyte received grant support from the NIMH and HRSA at the time that this study was completed. A.J. Flint has received grant support from the U.S. National Institutes of Health, Patient-Centered Outcomes Research Institute, Canadian Institutes of Health Research, Brain Canada, Ontario Brain Institute, Alzheimer's Association, AGE-WELL, and the Canadian Foundation for Healthcare Improvement. A.N. Voineskos has receives funding from the NIMH, Canadian Institutes of Health Research, Canada Foundation for Innovation, CAMH Foundation, and the University of Toronto., (Copyright © 2023 Elsevier B.V. All rights reserved.)