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Diffusion MRI approaches for investigating microstructural complexity in a rat model of traumatic brain injury
Our study explores the potential of conventional and advanced diffusion MRI techniques including diffusion tensor imaging (DTI), and single-shell 3-tissue constrained spherical deconvolution (SS3T-CSD) to investigate complex microstructural changes following severe traumatic brain injury in rats at...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9908904/ https://www.ncbi.nlm.nih.gov/pubmed/36755032 http://dx.doi.org/10.1038/s41598-023-29010-3 |
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author | Chary, Karthik Manninen, Eppu Claessens, Jade Ramirez-Manzanares, Alonso Gröhn, Olli Sierra, Alejandra |
author_facet | Chary, Karthik Manninen, Eppu Claessens, Jade Ramirez-Manzanares, Alonso Gröhn, Olli Sierra, Alejandra |
author_sort | Chary, Karthik |
collection | PubMed |
description | Our study explores the potential of conventional and advanced diffusion MRI techniques including diffusion tensor imaging (DTI), and single-shell 3-tissue constrained spherical deconvolution (SS3T-CSD) to investigate complex microstructural changes following severe traumatic brain injury in rats at a chronic phase. Rat brains after sham-operation or lateral fluid percussion (LFP) injury were scanned ex vivo in a 9.4 T scanner. Our region-of-interest-based approach of tensor-, and SS3T-CSD derived fixel-, 3-tissue signal fraction maps were sensitive to changes in both white matter (WM) and grey matter (GM) areas. Tensor-based measures, such as fractional anisotropy (FA) and radial diffusivity (RD), detected more changes in WM and GM areas as compared to fixel-based measures including apparent fiber density (AFD), peak FOD amplitude and primary fiber bundle density, while 3-tissue signal fraction maps revealed distinct changes in WM, GM, and phosphate-buffered saline (PBS) fractions highlighting the complex tissue microstructural alterations post-trauma. Track-weighted imaging demonstrated changes in track morphology including reduced curvature and average pathlength distal from the primary lesion in severe TBI rats. In histological analysis, changes in the diffusion MRI measures could be associated to decreased myelin density, loss of myelinated axons, and increased cellularity, revealing progressive microstructural alterations in these brain areas five months after injury. Overall, this study highlights the use of combined conventional and advanced diffusion MRI measures to obtain more precise insights into the complex tissue microstructural alterations in chronic phase of severe brain injury. |
format | Online Article Text |
id | pubmed-9908904 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99089042023-02-10 Diffusion MRI approaches for investigating microstructural complexity in a rat model of traumatic brain injury Chary, Karthik Manninen, Eppu Claessens, Jade Ramirez-Manzanares, Alonso Gröhn, Olli Sierra, Alejandra Sci Rep Article Our study explores the potential of conventional and advanced diffusion MRI techniques including diffusion tensor imaging (DTI), and single-shell 3-tissue constrained spherical deconvolution (SS3T-CSD) to investigate complex microstructural changes following severe traumatic brain injury in rats at a chronic phase. Rat brains after sham-operation or lateral fluid percussion (LFP) injury were scanned ex vivo in a 9.4 T scanner. Our region-of-interest-based approach of tensor-, and SS3T-CSD derived fixel-, 3-tissue signal fraction maps were sensitive to changes in both white matter (WM) and grey matter (GM) areas. Tensor-based measures, such as fractional anisotropy (FA) and radial diffusivity (RD), detected more changes in WM and GM areas as compared to fixel-based measures including apparent fiber density (AFD), peak FOD amplitude and primary fiber bundle density, while 3-tissue signal fraction maps revealed distinct changes in WM, GM, and phosphate-buffered saline (PBS) fractions highlighting the complex tissue microstructural alterations post-trauma. Track-weighted imaging demonstrated changes in track morphology including reduced curvature and average pathlength distal from the primary lesion in severe TBI rats. In histological analysis, changes in the diffusion MRI measures could be associated to decreased myelin density, loss of myelinated axons, and increased cellularity, revealing progressive microstructural alterations in these brain areas five months after injury. Overall, this study highlights the use of combined conventional and advanced diffusion MRI measures to obtain more precise insights into the complex tissue microstructural alterations in chronic phase of severe brain injury. Nature Publishing Group UK 2023-02-08 /pmc/articles/PMC9908904/ /pubmed/36755032 http://dx.doi.org/10.1038/s41598-023-29010-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Chary, Karthik Manninen, Eppu Claessens, Jade Ramirez-Manzanares, Alonso Gröhn, Olli Sierra, Alejandra Diffusion MRI approaches for investigating microstructural complexity in a rat model of traumatic brain injury |
title | Diffusion MRI approaches for investigating microstructural complexity in a rat model of traumatic brain injury |
title_full | Diffusion MRI approaches for investigating microstructural complexity in a rat model of traumatic brain injury |
title_fullStr | Diffusion MRI approaches for investigating microstructural complexity in a rat model of traumatic brain injury |
title_full_unstemmed | Diffusion MRI approaches for investigating microstructural complexity in a rat model of traumatic brain injury |
title_short | Diffusion MRI approaches for investigating microstructural complexity in a rat model of traumatic brain injury |
title_sort | diffusion mri approaches for investigating microstructural complexity in a rat model of traumatic brain injury |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9908904/ https://www.ncbi.nlm.nih.gov/pubmed/36755032 http://dx.doi.org/10.1038/s41598-023-29010-3 |
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