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White Matter Indices of Medication Response in Major Depression: A Diffusion Tensor Imaging Study
- Source :
- Biological Psychiatry: Cognitive Neuroscience and Neuroimaging. 4:913-924
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- Background While response to antidepressants in major depressive disorder is difficult to predict, characterizing the organization and integrity of white matter in the brain with diffusion tensor imaging (DTI) may provide the means to distinguish between antidepressant responders and nonresponders. Methods DTI data were collected at 6 sites (Canadian Biomarker Integration Network in Depression-1 [CAN-BIND-1 study]) from 200 (127 women) depressed and 112 (71 women) healthy participants at 3 time points: at baseline, 2 weeks, and 8 weeks following initiation of selective serotonin reuptake inhibitor treatment. Therapeutic response was established by a 50% reduction of symptoms at 8 weeks. Analysis on responders, nonresponders, and control subjects yielded 4 scalar metrics: fractional anisotropy and mean, axial, and radial diffusivity. Region-of-interest analysis was carried out on 40 white matter regions using a skeletonization approach. Mixed-effects regression was incorporated to test temporal trends. Results The data acquired at baseline showed that axial diffusivity in the external capsule, which overlaps the superior longitudinal fasciculus, was significantly associated with medication response. Regression analysis revealed further baseline differences of responders compared with nonresponders in the cingulum regions, sagittal stratum, and corona radiata. Additional group differences relative to control subjects were seen in the internal capsule, posterior thalamic radiation, and uncinate fasciculus. Most effect sizes were moderate (near 0.5), with a maximum of 0.76 in the cingulum-hippocampus region. No temporal changes in DTI metrics were observed over the 8-week study period. Conclusions Several DTI measures of altered white matter specifically distinguished medication responders and nonresponders at baseline and show promise for predicting treatment response in depression.
- Subjects :
- Adult
medicine.medical_specialty
External capsule
Internal capsule
Cognitive Neuroscience
Uncinate fasciculus
050105 experimental psychology
White matter
Young Adult
03 medical and health sciences
0302 clinical medicine
Internal medicine
Fractional anisotropy
medicine
Humans
0501 psychology and cognitive sciences
Radiology, Nuclear Medicine and imaging
Biological Psychiatry
Depressive Disorder, Major
Depression
business.industry
05 social sciences
Superior longitudinal fasciculus
medicine.disease
White Matter
3. Good health
Diffusion Magnetic Resonance Imaging
Diffusion Tensor Imaging
medicine.anatomical_structure
Cardiology
Anisotropy
Major depressive disorder
Female
Neurology (clinical)
Nerve Net
business
Selective Serotonin Reuptake Inhibitors
030217 neurology & neurosurgery
Diffusion MRI
Subjects
Details
- ISSN :
- 24519022
- Volume :
- 4
- Database :
- OpenAIRE
- Journal :
- Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
- Accession number :
- edsair.doi.dedup.....01565bf2f594eac641b06aa2978e0a49