4.7 Article

Gray Matter Neuritic Microstructure Deficits in Schizophrenia and Bipolar Disorder

期刊

BIOLOGICAL PSYCHIATRY
卷 82, 期 10, 页码 726-736

出版社

ELSEVIER SCIENCE INC
DOI: 10.1016/j.biopsych.2016.12.005

关键词

Bipolar disorder; GBSS; Gray matter microstructure; Neuritic density; NODDI; Schizophrenia

资金

  1. Canadian Institutes of Health
  2. Brain Canada
  3. Brain and Behavior Research Foundation
  4. Canada Foundation for Innovation
  5. Canada Research Chair
  6. Canadian Institutes of Health Research
  7. Ontario Ministry of Health and Long-Term Care
  8. Ontario Ministry of Research and Innovation
  9. US National Institutes of Health
  10. W. Garfield Weston Foundation
  11. Ontario Graduate Scholarship Program (Faculty of Medicine, University of Toronto)
  12. Isabel Johnson Biomedical Postdoctoral Award
  13. Alzheimer Society of Canada
  14. Ontario Mental Health Foundation
  15. National Institute of Mental Health [R01MH099167, R01MH102324]

向作者/读者索取更多资源

BACKGROUND: Postmortem studies have demonstrated considerable dendritic pathologies among persons with schizophrenia and to some extent among those with bipolar I disorder. Modeling gray matter (GM) microstructural properties is now possible with a recently proposed diffusion-weighted magnetic resonance imaging modeling technique: neurite orientation dispersion and density imaging. This technique may bridge the gap between neuroimaging and histopathological findings. METHODS: We performed an extended series of multishell diffusion-weighted imaging and other structural imaging series using 3T magnetic resonance imaging. Participants scanned included individuals with schizophrenia (n = 36), bipolar I disorder (n = 29), and healthy controls (n = 35). GM-based spatial statistics was used to compare neurite orientation dispersion and density imaging-driven microstructural measures (orientation dispersion index and neurite density index [NDI]) among groups and to assess their relationship with neurocognitive performance. We also investigated the accuracy of these measures in the prediction of group membership, and whether combining them with cortical thickness and white matter fractional anisotropy further improved accuracy. RESULTS: The GM-NDI was significantly lower in temporal pole, anterior parahippocampal gyrus, and hippocampus of the schizophrenia patients than the healthy controls. The GM-NDI of patients with bipolar I disorder did not differ significantly from either schizophrenia patients or healthy controls, and it was intermediate between the two groups in the post hoc analysis. Regardless of diagnosis, higher performance in spatial working memory was significantly associated with higher GM-NDI mainly in the frontotemporal areas. The addition of GM-NDI to cortical thickness resulted in higher accuracy to predict group membership. CONCLUSIONS: GM-NDI captures brain differences in the major psychoses that are not accessible with other structural magnetic resonance imaging methods. Given the strong association of GM-NDI with disease state and neurocognitive performance, its potential utility for biological subtyping should be further explored.

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