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Gray matter network reorganization in multiple sclerosis from 7‐Tesla and 3‐Tesla MRI data

OBJECTIVE: The objective of this study was to determine the ability of 7T‐MRI for characterizing brain tissue integrity in early relapsing‐remitting MS patients compared to conventional 3T‐MRI and to investigate whether 7T‐MRI improves the performance for detecting cortical gray matter neurodegenera...

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Autores principales: Gonzalez‐Escamilla, Gabriel, Ciolac, Dumitru, De Santis, Silvia, Radetz, Angela, Fleischer, Vinzenz, Droby, Amgad, Roebroeck, Alard, Meuth, Sven G., Muthuraman, Muthuraman, Groppa, Sergiu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7187719/
https://www.ncbi.nlm.nih.gov/pubmed/32255566
http://dx.doi.org/10.1002/acn3.51029
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author Gonzalez‐Escamilla, Gabriel
Ciolac, Dumitru
De Santis, Silvia
Radetz, Angela
Fleischer, Vinzenz
Droby, Amgad
Roebroeck, Alard
Meuth, Sven G.
Muthuraman, Muthuraman
Groppa, Sergiu
author_facet Gonzalez‐Escamilla, Gabriel
Ciolac, Dumitru
De Santis, Silvia
Radetz, Angela
Fleischer, Vinzenz
Droby, Amgad
Roebroeck, Alard
Meuth, Sven G.
Muthuraman, Muthuraman
Groppa, Sergiu
author_sort Gonzalez‐Escamilla, Gabriel
collection PubMed
description OBJECTIVE: The objective of this study was to determine the ability of 7T‐MRI for characterizing brain tissue integrity in early relapsing‐remitting MS patients compared to conventional 3T‐MRI and to investigate whether 7T‐MRI improves the performance for detecting cortical gray matter neurodegeneration and its associated network reorganization dynamics. METHODS: Seven early relapsing‐remitting MS patients and seven healthy individuals received MRI at 7T and 3T, whereas 30 and 40 healthy controls underwent separate 3T‐ and 7T‐MRI sessions, respectively. Surface‐based cortical thickness (CT) and gray‐to‐white contrast (GWc) measures were used to model morphometric networks, analyzed with graph theory by means of modularity, clustering coefficient, path length, and small‐worldness. RESULTS: 7T‐MRI had lower CT and higher GWc compared to 3T‐MRI in MS. CT and GWc measures robustly differentiated MS from controls at 3T‐MRI. 7T‐ and 3T‐MRI showed high regional correspondence for CT (r = 0.72, P = 2e‐78) and GWc (r = 0.83, P = 5.5e‐121) in MS patients. MS CT and GWc morphometric networks at 7T‐MRI showed higher modularity, clustering coefficient, and small‐worldness than 3T, also compared to controls. INTERPRETATION: 7T‐MRI allows to more precisely quantify morphometric alterations across the cortical mantle and captures more sensitively MS‐related network reorganization. Our findings open new avenues to design more accurate studies quantifying brain tissue loss and test treatment effects on tissue repair.
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spelling pubmed-71877192020-04-29 Gray matter network reorganization in multiple sclerosis from 7‐Tesla and 3‐Tesla MRI data Gonzalez‐Escamilla, Gabriel Ciolac, Dumitru De Santis, Silvia Radetz, Angela Fleischer, Vinzenz Droby, Amgad Roebroeck, Alard Meuth, Sven G. Muthuraman, Muthuraman Groppa, Sergiu Ann Clin Transl Neurol Research Articles OBJECTIVE: The objective of this study was to determine the ability of 7T‐MRI for characterizing brain tissue integrity in early relapsing‐remitting MS patients compared to conventional 3T‐MRI and to investigate whether 7T‐MRI improves the performance for detecting cortical gray matter neurodegeneration and its associated network reorganization dynamics. METHODS: Seven early relapsing‐remitting MS patients and seven healthy individuals received MRI at 7T and 3T, whereas 30 and 40 healthy controls underwent separate 3T‐ and 7T‐MRI sessions, respectively. Surface‐based cortical thickness (CT) and gray‐to‐white contrast (GWc) measures were used to model morphometric networks, analyzed with graph theory by means of modularity, clustering coefficient, path length, and small‐worldness. RESULTS: 7T‐MRI had lower CT and higher GWc compared to 3T‐MRI in MS. CT and GWc measures robustly differentiated MS from controls at 3T‐MRI. 7T‐ and 3T‐MRI showed high regional correspondence for CT (r = 0.72, P = 2e‐78) and GWc (r = 0.83, P = 5.5e‐121) in MS patients. MS CT and GWc morphometric networks at 7T‐MRI showed higher modularity, clustering coefficient, and small‐worldness than 3T, also compared to controls. INTERPRETATION: 7T‐MRI allows to more precisely quantify morphometric alterations across the cortical mantle and captures more sensitively MS‐related network reorganization. Our findings open new avenues to design more accurate studies quantifying brain tissue loss and test treatment effects on tissue repair. John Wiley and Sons Inc. 2020-04-07 /pmc/articles/PMC7187719/ /pubmed/32255566 http://dx.doi.org/10.1002/acn3.51029 Text en © 2020 The Authors. Annals of Clinical and Translational Neurology published by Wiley Periodicals, Inc on behalf of American Neurological Association. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Gonzalez‐Escamilla, Gabriel
Ciolac, Dumitru
De Santis, Silvia
Radetz, Angela
Fleischer, Vinzenz
Droby, Amgad
Roebroeck, Alard
Meuth, Sven G.
Muthuraman, Muthuraman
Groppa, Sergiu
Gray matter network reorganization in multiple sclerosis from 7‐Tesla and 3‐Tesla MRI data
title Gray matter network reorganization in multiple sclerosis from 7‐Tesla and 3‐Tesla MRI data
title_full Gray matter network reorganization in multiple sclerosis from 7‐Tesla and 3‐Tesla MRI data
title_fullStr Gray matter network reorganization in multiple sclerosis from 7‐Tesla and 3‐Tesla MRI data
title_full_unstemmed Gray matter network reorganization in multiple sclerosis from 7‐Tesla and 3‐Tesla MRI data
title_short Gray matter network reorganization in multiple sclerosis from 7‐Tesla and 3‐Tesla MRI data
title_sort gray matter network reorganization in multiple sclerosis from 7‐tesla and 3‐tesla mri data
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7187719/
https://www.ncbi.nlm.nih.gov/pubmed/32255566
http://dx.doi.org/10.1002/acn3.51029
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