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Investigating the contribution of cytoarchitecture to diffusion MRI measures in gray matter using histology

Postmortem studies are currently considered a gold standard for investigating brain structure at the cellular level. To investigate cellular changes in the context of human development, aging, or disease treatment, non-invasive in-vivo imaging methods such as diffusion MRI (dMRI) are needed. However...

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Autores principales: Baxi, Madhura, Cetin-Karayumak, Suheyla, Papadimitriou, George, Makris, Nikos, van der Kouwe, Andre, Jenkins, Bruce, Moore, Tara L., Rosene, Douglas L., Kubicki, Marek, Rathi, Yogesh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10406256/
https://www.ncbi.nlm.nih.gov/pubmed/37555179
http://dx.doi.org/10.3389/fnimg.2022.947526
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author Baxi, Madhura
Cetin-Karayumak, Suheyla
Papadimitriou, George
Makris, Nikos
van der Kouwe, Andre
Jenkins, Bruce
Moore, Tara L.
Rosene, Douglas L.
Kubicki, Marek
Rathi, Yogesh
author_facet Baxi, Madhura
Cetin-Karayumak, Suheyla
Papadimitriou, George
Makris, Nikos
van der Kouwe, Andre
Jenkins, Bruce
Moore, Tara L.
Rosene, Douglas L.
Kubicki, Marek
Rathi, Yogesh
author_sort Baxi, Madhura
collection PubMed
description Postmortem studies are currently considered a gold standard for investigating brain structure at the cellular level. To investigate cellular changes in the context of human development, aging, or disease treatment, non-invasive in-vivo imaging methods such as diffusion MRI (dMRI) are needed. However, dMRI measures are only indirect measures and require validation in gray matter (GM) in the context of their sensitivity to the underlying cytoarchitecture, which has been lacking. Therefore, in this study we conducted direct comparisons between in-vivo dMRI measures and histology acquired from the same four rhesus monkeys. Average and heterogeneity of fractional anisotropy and trace from diffusion tensor imaging and mean squared displacement (MSD) and return-to-origin-probability from biexponential model were calculated in nine cytoarchitectonically different GM regions using dMRI data. DMRI measures were compared with corresponding histology measures of regional average and heterogeneity in cell area density. Results show that both average and heterogeneity in trace and MSD measures are sensitive to the underlying cytoarchitecture (cell area density) and capture different aspects of cell composition and organization. Trace and MSD thus would prove valuable as non-invasive imaging biomarkers in future studies investigating GM cytoarchitectural changes related to development and aging as well as abnormal cellular pathologies in clinical studies.
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spelling pubmed-104062562023-08-08 Investigating the contribution of cytoarchitecture to diffusion MRI measures in gray matter using histology Baxi, Madhura Cetin-Karayumak, Suheyla Papadimitriou, George Makris, Nikos van der Kouwe, Andre Jenkins, Bruce Moore, Tara L. Rosene, Douglas L. Kubicki, Marek Rathi, Yogesh Front Neuroimaging Neuroimaging Postmortem studies are currently considered a gold standard for investigating brain structure at the cellular level. To investigate cellular changes in the context of human development, aging, or disease treatment, non-invasive in-vivo imaging methods such as diffusion MRI (dMRI) are needed. However, dMRI measures are only indirect measures and require validation in gray matter (GM) in the context of their sensitivity to the underlying cytoarchitecture, which has been lacking. Therefore, in this study we conducted direct comparisons between in-vivo dMRI measures and histology acquired from the same four rhesus monkeys. Average and heterogeneity of fractional anisotropy and trace from diffusion tensor imaging and mean squared displacement (MSD) and return-to-origin-probability from biexponential model were calculated in nine cytoarchitectonically different GM regions using dMRI data. DMRI measures were compared with corresponding histology measures of regional average and heterogeneity in cell area density. Results show that both average and heterogeneity in trace and MSD measures are sensitive to the underlying cytoarchitecture (cell area density) and capture different aspects of cell composition and organization. Trace and MSD thus would prove valuable as non-invasive imaging biomarkers in future studies investigating GM cytoarchitectural changes related to development and aging as well as abnormal cellular pathologies in clinical studies. Frontiers Media S.A. 2022-09-13 /pmc/articles/PMC10406256/ /pubmed/37555179 http://dx.doi.org/10.3389/fnimg.2022.947526 Text en Copyright © 2022 Baxi, Cetin-Karayumak, Papadimitriou, Makris, van der Kouwe, Jenkins, Moore, Rosene, Kubicki and Rathi. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroimaging
Baxi, Madhura
Cetin-Karayumak, Suheyla
Papadimitriou, George
Makris, Nikos
van der Kouwe, Andre
Jenkins, Bruce
Moore, Tara L.
Rosene, Douglas L.
Kubicki, Marek
Rathi, Yogesh
Investigating the contribution of cytoarchitecture to diffusion MRI measures in gray matter using histology
title Investigating the contribution of cytoarchitecture to diffusion MRI measures in gray matter using histology
title_full Investigating the contribution of cytoarchitecture to diffusion MRI measures in gray matter using histology
title_fullStr Investigating the contribution of cytoarchitecture to diffusion MRI measures in gray matter using histology
title_full_unstemmed Investigating the contribution of cytoarchitecture to diffusion MRI measures in gray matter using histology
title_short Investigating the contribution of cytoarchitecture to diffusion MRI measures in gray matter using histology
title_sort investigating the contribution of cytoarchitecture to diffusion mri measures in gray matter using histology
topic Neuroimaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10406256/
https://www.ncbi.nlm.nih.gov/pubmed/37555179
http://dx.doi.org/10.3389/fnimg.2022.947526
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