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Pretreatment and early-treatment cortical thickness is associated with SSRI treatment response in major depressive disorder.
- Source :
-
Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology [Neuropsychopharmacology] 2018 Oct; Vol. 43 (11), pp. 2221-2230. Date of Electronic Publication: 2018 Jun 19. - Publication Year :
- 2018
-
Abstract
- To date, there are no biomarkers for major depressive disorder (MDD) treatment response in clinical use. Such biomarkers could allow for individualized treatment selection, reducing time spent on ineffective treatments and the burden of MDD. In search of such a biomarker, multisite pretreatment and early-treatment (1 week into treatment) structural magnetic resonance (MR) images were acquired from 184 patients with MDD randomized to an 8-week trial of the selective serotonin reuptake inhibitor (SSRI) sertraline or placebo. This study represents a large, multisite, placebo-controlled effort to examine the association between pretreatment differences or early-treatment changes in cortical thickness and treatment-specific outcomes. For standardization, a novel, robust site harmonization procedure was applied to structural measures in a priori regions (rostral and caudal anterior cingulate, lateral orbitofrontal, rostral middle frontal, and hippocampus), chosen based on previously published reports. Pretreatment cortical thickness or volume did not significantly associate with SSRI response. Thickening of the rostral anterior cingulate cortex in the first week of treatment was associated with better 8-week responses to SSRI (pā=ā0.010). These findings indicate that frontal lobe structural alterations in the first week of treatment may be associated with long-term treatment efficacy. While these associational findings may help to elucidate the specific neural targets of SSRIs, the predictive accuracy of pretreatment or early-treatment structural alterations in classifying treatment remitters from nonremitters was limited to 63.9%. Therefore, in this large sample of adults with MDD, structural MR imaging measures were not found to be clinically translatable biomarkers of treatment response to SSRI or placebo.
- Subjects :
- Adult
Depressive Disorder, Major psychology
Double-Blind Method
Female
Humans
Machine Learning trends
Male
Middle Aged
Organ Size drug effects
Treatment Outcome
Young Adult
Cerebral Cortex diagnostic imaging
Cerebral Cortex drug effects
Depressive Disorder, Major diagnostic imaging
Depressive Disorder, Major drug therapy
Selective Serotonin Reuptake Inhibitors administration & dosage
Subjects
Details
- Language :
- English
- ISSN :
- 1740-634X
- Volume :
- 43
- Issue :
- 11
- Database :
- MEDLINE
- Journal :
- Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology
- Publication Type :
- Academic Journal
- Accession number :
- 29955151
- Full Text :
- https://doi.org/10.1038/s41386-018-0122-9