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Atlas registration for edema-corrected MRI lesion volume in mouse stroke models

Lesion volume measurements with magnetic resonance imaging are widely used to assess outcome in rodent models of stroke. In this study, we improved a mathematical framework to correct lesion size for edema which is based on manual delineation of the lesion and hemispheres. Furthermore, a novel MATLA...

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Autores principales: Koch, Stefan, Mueller, Susanne, Foddis, Marco, Bienert, Thomas, von Elverfeldt, Dominik, Knab, Felix, Farr, Tracy D, Bernard, René, Dopatka, Monika, Rex, André, Dirnagl, Ulrich, Harms, Christoph, Boehm-Sturm, Philipp
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6360485/
https://www.ncbi.nlm.nih.gov/pubmed/28829217
http://dx.doi.org/10.1177/0271678X17726635
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author Koch, Stefan
Mueller, Susanne
Foddis, Marco
Bienert, Thomas
von Elverfeldt, Dominik
Knab, Felix
Farr, Tracy D
Bernard, René
Dopatka, Monika
Rex, André
Dirnagl, Ulrich
Harms, Christoph
Boehm-Sturm, Philipp
author_facet Koch, Stefan
Mueller, Susanne
Foddis, Marco
Bienert, Thomas
von Elverfeldt, Dominik
Knab, Felix
Farr, Tracy D
Bernard, René
Dopatka, Monika
Rex, André
Dirnagl, Ulrich
Harms, Christoph
Boehm-Sturm, Philipp
author_sort Koch, Stefan
collection PubMed
description Lesion volume measurements with magnetic resonance imaging are widely used to assess outcome in rodent models of stroke. In this study, we improved a mathematical framework to correct lesion size for edema which is based on manual delineation of the lesion and hemispheres. Furthermore, a novel MATLAB toolbox to register mouse brain MR images to the Allen brain atlas is presented. Its capability to calculate edema-corrected lesion size was compared to the manual approach. Automated image registration performed equally well in in a mouse middle cerebral artery occlusion model (Pearson r = 0.976, p = 2.265e-11). Information encapsulated in the registration was used to generate maps of edema induced tissue volume changes. These showed discrepancies to simplified tissue models underlying the manual approach. The presented techniques provide biologically more meaningful, voxel-wise biomarkers of vasogenic edema after stroke.
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spelling pubmed-63604852019-02-20 Atlas registration for edema-corrected MRI lesion volume in mouse stroke models Koch, Stefan Mueller, Susanne Foddis, Marco Bienert, Thomas von Elverfeldt, Dominik Knab, Felix Farr, Tracy D Bernard, René Dopatka, Monika Rex, André Dirnagl, Ulrich Harms, Christoph Boehm-Sturm, Philipp J Cereb Blood Flow Metab Original Articles Lesion volume measurements with magnetic resonance imaging are widely used to assess outcome in rodent models of stroke. In this study, we improved a mathematical framework to correct lesion size for edema which is based on manual delineation of the lesion and hemispheres. Furthermore, a novel MATLAB toolbox to register mouse brain MR images to the Allen brain atlas is presented. Its capability to calculate edema-corrected lesion size was compared to the manual approach. Automated image registration performed equally well in in a mouse middle cerebral artery occlusion model (Pearson r = 0.976, p = 2.265e-11). Information encapsulated in the registration was used to generate maps of edema induced tissue volume changes. These showed discrepancies to simplified tissue models underlying the manual approach. The presented techniques provide biologically more meaningful, voxel-wise biomarkers of vasogenic edema after stroke. SAGE Publications 2017-08-22 2019-02 /pmc/articles/PMC6360485/ /pubmed/28829217 http://dx.doi.org/10.1177/0271678X17726635 Text en © The Author(s) 2017 http://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Articles
Koch, Stefan
Mueller, Susanne
Foddis, Marco
Bienert, Thomas
von Elverfeldt, Dominik
Knab, Felix
Farr, Tracy D
Bernard, René
Dopatka, Monika
Rex, André
Dirnagl, Ulrich
Harms, Christoph
Boehm-Sturm, Philipp
Atlas registration for edema-corrected MRI lesion volume in mouse stroke models
title Atlas registration for edema-corrected MRI lesion volume in mouse stroke models
title_full Atlas registration for edema-corrected MRI lesion volume in mouse stroke models
title_fullStr Atlas registration for edema-corrected MRI lesion volume in mouse stroke models
title_full_unstemmed Atlas registration for edema-corrected MRI lesion volume in mouse stroke models
title_short Atlas registration for edema-corrected MRI lesion volume in mouse stroke models
title_sort atlas registration for edema-corrected mri lesion volume in mouse stroke models
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6360485/
https://www.ncbi.nlm.nih.gov/pubmed/28829217
http://dx.doi.org/10.1177/0271678X17726635
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