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Relating quantitative 7T MRI across cortical depths to cytoarchitectonics, gene expression and connectomics

Ultra‐high field MRI across the depth of the cortex has the potential to provide anatomically precise biomarkers and mechanistic insights into neurodegenerative disease like Huntington's disease that show layer‐selective vulnerability. Here we compare multi‐parametric mapping (MPM) measures acr...

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Autores principales: McColgan, Peter, Helbling, Saskia, Vaculčiaková, Lenka, Pine, Kerrin, Wagstyl, Konrad, Attar, Fakhereh Movahedian, Edwards, Luke, Papoutsi, Marina, Wei, Yongbin, Van den Heuvel, Martijn Pieter, Tabrizi, Sarah J, Rees, Geraint, Weiskopf, Nikolaus
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8449108/
https://www.ncbi.nlm.nih.gov/pubmed/34272784
http://dx.doi.org/10.1002/hbm.25595
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author McColgan, Peter
Helbling, Saskia
Vaculčiaková, Lenka
Pine, Kerrin
Wagstyl, Konrad
Attar, Fakhereh Movahedian
Edwards, Luke
Papoutsi, Marina
Wei, Yongbin
Van den Heuvel, Martijn Pieter
Tabrizi, Sarah J
Rees, Geraint
Weiskopf, Nikolaus
author_facet McColgan, Peter
Helbling, Saskia
Vaculčiaková, Lenka
Pine, Kerrin
Wagstyl, Konrad
Attar, Fakhereh Movahedian
Edwards, Luke
Papoutsi, Marina
Wei, Yongbin
Van den Heuvel, Martijn Pieter
Tabrizi, Sarah J
Rees, Geraint
Weiskopf, Nikolaus
author_sort McColgan, Peter
collection PubMed
description Ultra‐high field MRI across the depth of the cortex has the potential to provide anatomically precise biomarkers and mechanistic insights into neurodegenerative disease like Huntington's disease that show layer‐selective vulnerability. Here we compare multi‐parametric mapping (MPM) measures across cortical depths for a 7T 500 μm whole brain acquisition to (a) layer‐specific cell measures from the von Economo histology atlas, (b) layer‐specific gene expression, using the Allen Human Brain atlas and (c) white matter connections using high‐fidelity diffusion tractography, at a 1.3 mm isotropic voxel resolution, from a 300mT/m Connectom MRI system. We show that R2*, but not R1, across cortical depths is highly correlated with layer‐specific cell number and layer‐specific gene expression. R1‐ and R2*‐weighted connectivity strength of cortico‐striatal and intra‐hemispheric cortical white matter connections was highly correlated with grey matter R1 and R2* across cortical depths. Limitations of the layer‐specific relationships demonstrated are at least in part related to the high cross‐correlations of von Economo atlas cell counts and layer‐specific gene expression across cortical layers. These findings demonstrate the potential and limitations of combining 7T MPMs, gene expression and white matter connections to provide an anatomically precise framework for tracking neurodegenerative disease.
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spelling pubmed-84491082021-09-24 Relating quantitative 7T MRI across cortical depths to cytoarchitectonics, gene expression and connectomics McColgan, Peter Helbling, Saskia Vaculčiaková, Lenka Pine, Kerrin Wagstyl, Konrad Attar, Fakhereh Movahedian Edwards, Luke Papoutsi, Marina Wei, Yongbin Van den Heuvel, Martijn Pieter Tabrizi, Sarah J Rees, Geraint Weiskopf, Nikolaus Hum Brain Mapp Research Articles Ultra‐high field MRI across the depth of the cortex has the potential to provide anatomically precise biomarkers and mechanistic insights into neurodegenerative disease like Huntington's disease that show layer‐selective vulnerability. Here we compare multi‐parametric mapping (MPM) measures across cortical depths for a 7T 500 μm whole brain acquisition to (a) layer‐specific cell measures from the von Economo histology atlas, (b) layer‐specific gene expression, using the Allen Human Brain atlas and (c) white matter connections using high‐fidelity diffusion tractography, at a 1.3 mm isotropic voxel resolution, from a 300mT/m Connectom MRI system. We show that R2*, but not R1, across cortical depths is highly correlated with layer‐specific cell number and layer‐specific gene expression. R1‐ and R2*‐weighted connectivity strength of cortico‐striatal and intra‐hemispheric cortical white matter connections was highly correlated with grey matter R1 and R2* across cortical depths. Limitations of the layer‐specific relationships demonstrated are at least in part related to the high cross‐correlations of von Economo atlas cell counts and layer‐specific gene expression across cortical layers. These findings demonstrate the potential and limitations of combining 7T MPMs, gene expression and white matter connections to provide an anatomically precise framework for tracking neurodegenerative disease. John Wiley & Sons, Inc. 2021-07-17 /pmc/articles/PMC8449108/ /pubmed/34272784 http://dx.doi.org/10.1002/hbm.25595 Text en © 2021 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
McColgan, Peter
Helbling, Saskia
Vaculčiaková, Lenka
Pine, Kerrin
Wagstyl, Konrad
Attar, Fakhereh Movahedian
Edwards, Luke
Papoutsi, Marina
Wei, Yongbin
Van den Heuvel, Martijn Pieter
Tabrizi, Sarah J
Rees, Geraint
Weiskopf, Nikolaus
Relating quantitative 7T MRI across cortical depths to cytoarchitectonics, gene expression and connectomics
title Relating quantitative 7T MRI across cortical depths to cytoarchitectonics, gene expression and connectomics
title_full Relating quantitative 7T MRI across cortical depths to cytoarchitectonics, gene expression and connectomics
title_fullStr Relating quantitative 7T MRI across cortical depths to cytoarchitectonics, gene expression and connectomics
title_full_unstemmed Relating quantitative 7T MRI across cortical depths to cytoarchitectonics, gene expression and connectomics
title_short Relating quantitative 7T MRI across cortical depths to cytoarchitectonics, gene expression and connectomics
title_sort relating quantitative 7t mri across cortical depths to cytoarchitectonics, gene expression and connectomics
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8449108/
https://www.ncbi.nlm.nih.gov/pubmed/34272784
http://dx.doi.org/10.1002/hbm.25595
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