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Time-dependent diffusion MRI probes cerebellar microstructural alterations in a mouse model of Down syndrome

The cerebellum is a complex system with distinct cortical laminar organization. Alterations in cerebellar microstructure are common and associated with many factors such as genetics, cancer and ageing. Diffusion MRI (dMRI) provides a non-invasive tool to map the brain structural organization, and th...

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Autores principales: Wu, Dan, Zhang, Yi, Cheng, Bei, Mori, Susumu, Reeves, Roger H, Gao, Feng J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8063586/
https://www.ncbi.nlm.nih.gov/pubmed/33937769
http://dx.doi.org/10.1093/braincomms/fcab062
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author Wu, Dan
Zhang, Yi
Cheng, Bei
Mori, Susumu
Reeves, Roger H
Gao, Feng J
author_facet Wu, Dan
Zhang, Yi
Cheng, Bei
Mori, Susumu
Reeves, Roger H
Gao, Feng J
author_sort Wu, Dan
collection PubMed
description The cerebellum is a complex system with distinct cortical laminar organization. Alterations in cerebellar microstructure are common and associated with many factors such as genetics, cancer and ageing. Diffusion MRI (dMRI) provides a non-invasive tool to map the brain structural organization, and the recently proposed diffusion-time (t(d))-dependent dMRI further improves its capability to probe the cellular and axonal/dendritic microstructures by measuring water diffusion at multiple spatial scales. The t(d)-dependent diffusion profile in the cerebellum and its utility in detecting cerebellar disorders, however, are not yet elucidated. Here, we first deciphered the spatial correspondence between dMRI contrast and cerebellar layers, based on which the cerebellar layer-specific t(d)-dependent dMRI patterns were characterized in both euploid and Ts65Dn mice, a mouse model of Down syndrome. Using oscillating gradient dMRI, which accesses diffusion at short t(d)’s by modulating the oscillating frequency, we detected subtle changes in the apparent diffusivity coefficient of the cerebellar internal granular layer and Purkinje cell layer of Ts65Dn mice that were not detectable by conventional pulsed gradient dMRI. The detection sensitivity of oscillating gradient dMRI increased with the oscillating frequency at both the neonatal and adult stages. The t(d)-dependence, quantified by ΔADC map, was reduced in Ts65Dn mice, likely associated with the reduced granule cell density and abnormal dendritic arborization of Purkinje cells as revealed from histological evidence. Our study demonstrates superior sensitivity of short-t(d) diffusion using oscillating gradient dMRI to detect cerebellar microstructural changes in Down syndrome, suggesting the potential application of this technique in cerebellar disorders.
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spelling pubmed-80635862021-04-29 Time-dependent diffusion MRI probes cerebellar microstructural alterations in a mouse model of Down syndrome Wu, Dan Zhang, Yi Cheng, Bei Mori, Susumu Reeves, Roger H Gao, Feng J Brain Commun Original Article The cerebellum is a complex system with distinct cortical laminar organization. Alterations in cerebellar microstructure are common and associated with many factors such as genetics, cancer and ageing. Diffusion MRI (dMRI) provides a non-invasive tool to map the brain structural organization, and the recently proposed diffusion-time (t(d))-dependent dMRI further improves its capability to probe the cellular and axonal/dendritic microstructures by measuring water diffusion at multiple spatial scales. The t(d)-dependent diffusion profile in the cerebellum and its utility in detecting cerebellar disorders, however, are not yet elucidated. Here, we first deciphered the spatial correspondence between dMRI contrast and cerebellar layers, based on which the cerebellar layer-specific t(d)-dependent dMRI patterns were characterized in both euploid and Ts65Dn mice, a mouse model of Down syndrome. Using oscillating gradient dMRI, which accesses diffusion at short t(d)’s by modulating the oscillating frequency, we detected subtle changes in the apparent diffusivity coefficient of the cerebellar internal granular layer and Purkinje cell layer of Ts65Dn mice that were not detectable by conventional pulsed gradient dMRI. The detection sensitivity of oscillating gradient dMRI increased with the oscillating frequency at both the neonatal and adult stages. The t(d)-dependence, quantified by ΔADC map, was reduced in Ts65Dn mice, likely associated with the reduced granule cell density and abnormal dendritic arborization of Purkinje cells as revealed from histological evidence. Our study demonstrates superior sensitivity of short-t(d) diffusion using oscillating gradient dMRI to detect cerebellar microstructural changes in Down syndrome, suggesting the potential application of this technique in cerebellar disorders. Oxford University Press 2021-04-05 /pmc/articles/PMC8063586/ /pubmed/33937769 http://dx.doi.org/10.1093/braincomms/fcab062 Text en © The Author(s) (2021). Published by Oxford University Press on behalf of the Guarantors of Brain. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Wu, Dan
Zhang, Yi
Cheng, Bei
Mori, Susumu
Reeves, Roger H
Gao, Feng J
Time-dependent diffusion MRI probes cerebellar microstructural alterations in a mouse model of Down syndrome
title Time-dependent diffusion MRI probes cerebellar microstructural alterations in a mouse model of Down syndrome
title_full Time-dependent diffusion MRI probes cerebellar microstructural alterations in a mouse model of Down syndrome
title_fullStr Time-dependent diffusion MRI probes cerebellar microstructural alterations in a mouse model of Down syndrome
title_full_unstemmed Time-dependent diffusion MRI probes cerebellar microstructural alterations in a mouse model of Down syndrome
title_short Time-dependent diffusion MRI probes cerebellar microstructural alterations in a mouse model of Down syndrome
title_sort time-dependent diffusion mri probes cerebellar microstructural alterations in a mouse model of down syndrome
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8063586/
https://www.ncbi.nlm.nih.gov/pubmed/33937769
http://dx.doi.org/10.1093/braincomms/fcab062
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