title: Prediction of selective serotonin reuptake inhibitor response using diffusion-weighted MRI.
abstract: Pre-treatment differences in serotonergic binding between those who remit to antidepressant treatment and those who do not have been found using Positron Emission Tomography (PET). To investigate these differences, an exploratory study was performed using a second imaging modality, diffusion-weighted MRI (DW-MRI). Eighteen antidepressant-free subjects with Major Depressive Disorder received a 25-direction DW-MRI scan prior to 8 weeks of selective serotonin reuptake inhibitor treatment. Probabilistic tractography was performed between the midbrain/raphe and two target regions implicated in depression pathophysiology (amygdala and hippocampus). Average fractional anisotropy (FA) within the derived tracts was compared between SSRI remitters and non-remitters, and correlation between pre-treatment FA values and SSRI treatment outcome was assessed. Results indicate that average FA in DW-MRI-derived tracts to the right amygdala was significantly lower in non-remitters (0.55 ± 0.04) than remitters (0.61 ± 0.04, p < 0.01). In addition, there was a significant correlation between average FA in tracts to the right amygdala and SSRI treatment response. These relationships were found at a trend level when using the left amygdala as a tractography target. No significant differences were observed when using the hippocampus as target. These regional differences, consistent with previous PET findings, suggest that the integrity and/or number of white matter fibers terminating in the right amygdala may be compromised in SSRI non-remitters. Further, this study points to the benefits of multimodal imaging and suggests that DW-MRI may provide a pre-treatment signature of SSRI depression remission at 8 weeks.
authors.affiliation: Department of Psychiatry and Behavioral Science, Stony Brook University Stony Brook, NY, USA ; Department of Psychiatry, Columbia University New York, NY, USA.
authors.forename: Christine
authors.initials: C
authors.lastname: Delorenzo
authors.forename: Lauren
authors.initials: L
authors.lastname: Delaparte
authors.forename: Binod
authors.initials: B
authors.lastname: Thapa-Chhetry
authors.forename: Jeffrey M
authors.initials: JM
authors.lastname: Miller
authors.forename: J John
authors.initials: JJ
authors.lastname: Mann
authors.forename: Ramin V
authors.initials: RV
authors.lastname: Parsey
keywords: amygdala; diffusion-weighted MRI; hippocampus; major depressive disorder; selective serotonin reuptake inhibitors; tractography; treatment prediction