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

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...

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Autores principales: Nabulsi, Leila, Chandio, Bramsh Q., Dhinagar, Nikhil, Laltoo, Emily, McPhilemy, Genevieve, Martyn, Fiona M., Hallahan, Brian, McDonald, Colm, Thompson, Paul M., Cannon, Dara M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10028925/
https://www.ncbi.nlm.nih.gov/pubmed/36945403
http://dx.doi.org/10.1101/2023.03.07.531585
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author Nabulsi, Leila
Chandio, Bramsh Q.
Dhinagar, Nikhil
Laltoo, Emily
McPhilemy, Genevieve
Martyn, Fiona M.
Hallahan, Brian
McDonald, Colm
Thompson, Paul M.
Cannon, Dara M.
author_facet Nabulsi, Leila
Chandio, Bramsh Q.
Dhinagar, Nikhil
Laltoo, Emily
McPhilemy, Genevieve
Martyn, Fiona M.
Hallahan, Brian
McDonald, Colm
Thompson, Paul M.
Cannon, Dara M.
author_sort Nabulsi, Leila
collection PubMed
description 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.
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spelling pubmed-100289252023-03-22 Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study Nabulsi, Leila Chandio, Bramsh Q. Dhinagar, Nikhil Laltoo, Emily McPhilemy, Genevieve Martyn, Fiona M. Hallahan, Brian McDonald, Colm Thompson, Paul M. Cannon, Dara M. bioRxiv Article 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. Cold Spring Harbor Laboratory 2023-03-10 /pmc/articles/PMC10028925/ /pubmed/36945403 http://dx.doi.org/10.1101/2023.03.07.531585 Text en https://creativecommons.org/licenses/by-nd/4.0/This work is licensed under a Creative Commons Attribution-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, and only so long as attribution is given to the creator. The license allows for commercial use.
spellingShingle Article
Nabulsi, Leila
Chandio, Bramsh Q.
Dhinagar, Nikhil
Laltoo, Emily
McPhilemy, Genevieve
Martyn, Fiona M.
Hallahan, Brian
McDonald, Colm
Thompson, Paul M.
Cannon, Dara M.
Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study
title Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study
title_full Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study
title_fullStr Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study
title_full_unstemmed Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study
title_short Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study
title_sort along-tract statistical mapping of microstructural abnormalities in bipolar disorder: a pilot study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10028925/
https://www.ncbi.nlm.nih.gov/pubmed/36945403
http://dx.doi.org/10.1101/2023.03.07.531585
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