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Automated Methods for Detecting and Quantitation of Enlarged Perivascular spaces on MRI

The brain's glymphatic system is a network of intracerebral vessels that function to remove “waste products” such as degraded proteins from the brain. It comprises of the vasculature, perivascular spaces (PVS), and astrocytes. Poor glymphatic function has been implicated in numerous diseases; h...

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Autores principales: Moses, Jasmine, Sinclair, Ben, Law, Meng, O'Brien, Terence J., Vivash, Lucy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10083963/
https://www.ncbi.nlm.nih.gov/pubmed/35866259
http://dx.doi.org/10.1002/jmri.28369
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author Moses, Jasmine
Sinclair, Ben
Law, Meng
O'Brien, Terence J.
Vivash, Lucy
author_facet Moses, Jasmine
Sinclair, Ben
Law, Meng
O'Brien, Terence J.
Vivash, Lucy
author_sort Moses, Jasmine
collection PubMed
description The brain's glymphatic system is a network of intracerebral vessels that function to remove “waste products” such as degraded proteins from the brain. It comprises of the vasculature, perivascular spaces (PVS), and astrocytes. Poor glymphatic function has been implicated in numerous diseases; however, its contribution is still unknown. Efforts have been made to image the glymphatic system to further assess its role in the pathogenesis of different diseases. Numerous imaging modalities have been utilized including two‐photon microscopy and contrast‐enhanced magnetic resonance imaging (MRI). However, these are associated with limitations for clinical use. PVS form a part of the glymphatic system and can be visualized on standard MRI sequences when enlarged. It is thought that PVS become enlarged secondary to poor glymphatic drainage of metabolites. Thus, quantitating PVS could be a good surrogate marker for glymphatic function. Numerous manual rating scales have been developed to measure the PVS number and size on MRI scans; however, these are associated with many limitations. Instead, automated methods have been created to measure PVS more accurately in different diseases. In this review, we discuss the imaging techniques currently available to visualize the glymphatic system as well as the automated methods currently available to measure PVS, and the strengths and limitations associated with each technique. EVIDENCE LEVEL: 1 TECHNICAL EFFICACY: Stage 1
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spelling pubmed-100839632023-04-11 Automated Methods for Detecting and Quantitation of Enlarged Perivascular spaces on MRI Moses, Jasmine Sinclair, Ben Law, Meng O'Brien, Terence J. Vivash, Lucy J Magn Reson Imaging Reviews The brain's glymphatic system is a network of intracerebral vessels that function to remove “waste products” such as degraded proteins from the brain. It comprises of the vasculature, perivascular spaces (PVS), and astrocytes. Poor glymphatic function has been implicated in numerous diseases; however, its contribution is still unknown. Efforts have been made to image the glymphatic system to further assess its role in the pathogenesis of different diseases. Numerous imaging modalities have been utilized including two‐photon microscopy and contrast‐enhanced magnetic resonance imaging (MRI). However, these are associated with limitations for clinical use. PVS form a part of the glymphatic system and can be visualized on standard MRI sequences when enlarged. It is thought that PVS become enlarged secondary to poor glymphatic drainage of metabolites. Thus, quantitating PVS could be a good surrogate marker for glymphatic function. Numerous manual rating scales have been developed to measure the PVS number and size on MRI scans; however, these are associated with many limitations. Instead, automated methods have been created to measure PVS more accurately in different diseases. In this review, we discuss the imaging techniques currently available to visualize the glymphatic system as well as the automated methods currently available to measure PVS, and the strengths and limitations associated with each technique. EVIDENCE LEVEL: 1 TECHNICAL EFFICACY: Stage 1 John Wiley & Sons, Inc. 2022-07-22 2023-01 /pmc/articles/PMC10083963/ /pubmed/35866259 http://dx.doi.org/10.1002/jmri.28369 Text en © 2022 The Authors. Journal of Magnetic Resonance Imaging published by Wiley Periodicals LLC on behalf of International Society for Magnetic Resonance in Medicine. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Reviews
Moses, Jasmine
Sinclair, Ben
Law, Meng
O'Brien, Terence J.
Vivash, Lucy
Automated Methods for Detecting and Quantitation of Enlarged Perivascular spaces on MRI
title Automated Methods for Detecting and Quantitation of Enlarged Perivascular spaces on MRI
title_full Automated Methods for Detecting and Quantitation of Enlarged Perivascular spaces on MRI
title_fullStr Automated Methods for Detecting and Quantitation of Enlarged Perivascular spaces on MRI
title_full_unstemmed Automated Methods for Detecting and Quantitation of Enlarged Perivascular spaces on MRI
title_short Automated Methods for Detecting and Quantitation of Enlarged Perivascular spaces on MRI
title_sort automated methods for detecting and quantitation of enlarged perivascular spaces on mri
topic Reviews
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10083963/
https://www.ncbi.nlm.nih.gov/pubmed/35866259
http://dx.doi.org/10.1002/jmri.28369
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