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Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study

Authors :
Leila Nabulsi
Bramsh Q. Chandio
Nikhil Dhinagar
Emily Laltoo
Genevieve McPhilemy
Fiona M. Martyn
Brian Hallahan
Colm McDonald
Paul M. Thompson
Dara M. Cannon
Source :
bioRxiv
Publication Year :
2023
Publisher :
Cold Spring Harbor Laboratory, 2023.

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

Subjects :
Article

Details

Language :
English
Database :
OpenAIRE
Journal :
bioRxiv
Accession number :
edsair.doi.dedup.....4b67bb01a896b75d82c5085825ecd565