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Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study
- Source :
- bioRxiv
- Publication Year :
- 2023
- Publisher :
- Cold Spring Harbor Laboratory, 2023.
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Abstract
- Investigating brain circuitry involved in bipolar disorder (BD) is key to discovering brain biomarkers for genetic and interventional studies of the disorder. Even so, prior research has not provided a fine-scale spatial mapping of brain microstructural differences in BD. In this pilot diffusion MRI dataset, we used BUndle ANalytics (BUAN), a recently developed analytic approach for tractography, to extract, map, and visualize the profile of microstructural abnormalities on a 3D model of fiber tracts in people with BD (N=38) and healthy controls (N=49), and investigate along-tract white matter (WM) microstructural differences between these groups. Using the BUAN pipeline, BD was associated with lower mean Fractional Anisotropy (FA) in fronto-limbic and interhemispheric pathways and higher mean FA in posterior bundles relative to controls. BUAN combines tractography and anatomical information to capture distinct along-tract effects on WM microstructure that may aid in classifying diseases based on anatomical differences.
- Subjects :
- Article
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- bioRxiv
- Accession number :
- edsair.doi.dedup.....4b67bb01a896b75d82c5085825ecd565