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Multi-tensor diffusion abnormalities of gray matter in an animal model of cortical dysplasia

Focal cortical dysplasias are a type of malformations of cortical development that are a common cause of drug-resistant focal epilepsy. Surgical treatment is a viable option for some of these patients, with their outcome being highly related to complete surgical resection of lesions visible in magne...

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Autores principales: Villaseñor, Paulina J., Cortés-Servín, David, Pérez-Moriel, Aylín, Aquiles, Ana, Luna-Munguía, Hiram, Ramirez-Manzanares, Alonso, Coronado-Leija, Ricardo, Larriva-Sahd, Jorge, Concha, Luis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10278582/
https://www.ncbi.nlm.nih.gov/pubmed/37342776
http://dx.doi.org/10.3389/fneur.2023.1124282
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author Villaseñor, Paulina J.
Cortés-Servín, David
Pérez-Moriel, Aylín
Aquiles, Ana
Luna-Munguía, Hiram
Ramirez-Manzanares, Alonso
Coronado-Leija, Ricardo
Larriva-Sahd, Jorge
Concha, Luis
author_facet Villaseñor, Paulina J.
Cortés-Servín, David
Pérez-Moriel, Aylín
Aquiles, Ana
Luna-Munguía, Hiram
Ramirez-Manzanares, Alonso
Coronado-Leija, Ricardo
Larriva-Sahd, Jorge
Concha, Luis
author_sort Villaseñor, Paulina J.
collection PubMed
description Focal cortical dysplasias are a type of malformations of cortical development that are a common cause of drug-resistant focal epilepsy. Surgical treatment is a viable option for some of these patients, with their outcome being highly related to complete surgical resection of lesions visible in magnetic resonance imaging (MRI). However, subtle lesions often go undetected on conventional imaging. Several methods to analyze MRI have been proposed, with the common goal of rendering subtle cortical lesions visible. However, most image-processing methods are targeted to detect the macroscopic characteristics of cortical dysplasias, which do not always correspond to the microstructural disarrangement of these cortical malformations. Quantitative analysis of diffusion-weighted MRI (dMRI) enables the inference of tissue characteristics, and novel methods provide valuable microstructural features of complex tissue, including gray matter. We investigated the ability of advanced dMRI descriptors to detect diffusion abnormalities in an animal model of cortical dysplasia. For this purpose, we induced cortical dysplasia in 18 animals that were scanned at 30 postnatal days (along with 19 control animals). We obtained multi-shell dMRI, to which we fitted single and multi-tensor representations. Quantitative dMRI parameters derived from these methods were queried using a curvilinear coordinate system to sample the cortical mantle, providing inter-subject anatomical correspondence. We found region- and layer-specific diffusion abnormalities in experimental animals. Moreover, we were able to distinguish diffusion abnormalities related to altered intra-cortical tangential fibers from those associated with radial cortical fibers. Histological examinations revealed myelo-architectural abnormalities that explain the alterations observed through dMRI. The methods for dMRI acquisition and analysis used here are available in clinical settings and our work shows their clinical relevance to detect subtle cortical dysplasias through analysis of their microstructural properties.
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spelling pubmed-102785822023-06-20 Multi-tensor diffusion abnormalities of gray matter in an animal model of cortical dysplasia Villaseñor, Paulina J. Cortés-Servín, David Pérez-Moriel, Aylín Aquiles, Ana Luna-Munguía, Hiram Ramirez-Manzanares, Alonso Coronado-Leija, Ricardo Larriva-Sahd, Jorge Concha, Luis Front Neurol Neurology Focal cortical dysplasias are a type of malformations of cortical development that are a common cause of drug-resistant focal epilepsy. Surgical treatment is a viable option for some of these patients, with their outcome being highly related to complete surgical resection of lesions visible in magnetic resonance imaging (MRI). However, subtle lesions often go undetected on conventional imaging. Several methods to analyze MRI have been proposed, with the common goal of rendering subtle cortical lesions visible. However, most image-processing methods are targeted to detect the macroscopic characteristics of cortical dysplasias, which do not always correspond to the microstructural disarrangement of these cortical malformations. Quantitative analysis of diffusion-weighted MRI (dMRI) enables the inference of tissue characteristics, and novel methods provide valuable microstructural features of complex tissue, including gray matter. We investigated the ability of advanced dMRI descriptors to detect diffusion abnormalities in an animal model of cortical dysplasia. For this purpose, we induced cortical dysplasia in 18 animals that were scanned at 30 postnatal days (along with 19 control animals). We obtained multi-shell dMRI, to which we fitted single and multi-tensor representations. Quantitative dMRI parameters derived from these methods were queried using a curvilinear coordinate system to sample the cortical mantle, providing inter-subject anatomical correspondence. We found region- and layer-specific diffusion abnormalities in experimental animals. Moreover, we were able to distinguish diffusion abnormalities related to altered intra-cortical tangential fibers from those associated with radial cortical fibers. Histological examinations revealed myelo-architectural abnormalities that explain the alterations observed through dMRI. The methods for dMRI acquisition and analysis used here are available in clinical settings and our work shows their clinical relevance to detect subtle cortical dysplasias through analysis of their microstructural properties. Frontiers Media S.A. 2023-05-05 /pmc/articles/PMC10278582/ /pubmed/37342776 http://dx.doi.org/10.3389/fneur.2023.1124282 Text en Copyright © 2023 Villaseñor, Cortés-Servín, Pérez-Moriel, Aquiles, Luna-Munguía, Ramirez-Manzanares, Coronado-Leija, Larriva-Sahd and Concha. 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 Neurology
Villaseñor, Paulina J.
Cortés-Servín, David
Pérez-Moriel, Aylín
Aquiles, Ana
Luna-Munguía, Hiram
Ramirez-Manzanares, Alonso
Coronado-Leija, Ricardo
Larriva-Sahd, Jorge
Concha, Luis
Multi-tensor diffusion abnormalities of gray matter in an animal model of cortical dysplasia
title Multi-tensor diffusion abnormalities of gray matter in an animal model of cortical dysplasia
title_full Multi-tensor diffusion abnormalities of gray matter in an animal model of cortical dysplasia
title_fullStr Multi-tensor diffusion abnormalities of gray matter in an animal model of cortical dysplasia
title_full_unstemmed Multi-tensor diffusion abnormalities of gray matter in an animal model of cortical dysplasia
title_short Multi-tensor diffusion abnormalities of gray matter in an animal model of cortical dysplasia
title_sort multi-tensor diffusion abnormalities of gray matter in an animal model of cortical dysplasia
topic Neurology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10278582/
https://www.ncbi.nlm.nih.gov/pubmed/37342776
http://dx.doi.org/10.3389/fneur.2023.1124282
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