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Optimal Mass Transport with Lagrangian Workflow Reveals Advective and Diffusion Driven Solute Transport in the Glymphatic System

The glymphatic system (GS) hypothesis states that advective driven cerebrospinal fluid (CSF) influx from the perivascular spaces into the interstitial fluid space rapidly transport solutes and clear waste from brain. However, the presence of advection in neuropil is contested and solutes are claimed...

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Autores principales: Kounda, Sunil, Elkin, Rena, Nadeem, Saad, Xue, Yuechuan, Constantinou, Stefan, Sanggaard, Simon, Liu, Xiaodan, Monte, Brittany, Xu, Feng, Van Nostrand, William, Nedergaard, Maiken, Lee, Hedok, Wardlaw, Joanna, Benveniste, Helene, Tannenbaum, Allen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7004986/
https://www.ncbi.nlm.nih.gov/pubmed/32029859
http://dx.doi.org/10.1038/s41598-020-59045-9
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author Kounda, Sunil
Elkin, Rena
Nadeem, Saad
Xue, Yuechuan
Constantinou, Stefan
Sanggaard, Simon
Liu, Xiaodan
Monte, Brittany
Xu, Feng
Van Nostrand, William
Nedergaard, Maiken
Lee, Hedok
Wardlaw, Joanna
Benveniste, Helene
Tannenbaum, Allen
author_facet Kounda, Sunil
Elkin, Rena
Nadeem, Saad
Xue, Yuechuan
Constantinou, Stefan
Sanggaard, Simon
Liu, Xiaodan
Monte, Brittany
Xu, Feng
Van Nostrand, William
Nedergaard, Maiken
Lee, Hedok
Wardlaw, Joanna
Benveniste, Helene
Tannenbaum, Allen
author_sort Kounda, Sunil
collection PubMed
description The glymphatic system (GS) hypothesis states that advective driven cerebrospinal fluid (CSF) influx from the perivascular spaces into the interstitial fluid space rapidly transport solutes and clear waste from brain. However, the presence of advection in neuropil is contested and solutes are claimed to be transported by diffusion only. To address this controversy, we implemented a regularized version of the optimal mass transport (rOMT) problem, wherein the advection/diffusion equation is the only a priori assumption required. rOMT analysis with a Lagrangian perspective of GS transport revealed that solute speed was faster in CSF compared to grey and white matter. Further, rOMT analysis also demonstrated 2-fold differences in regional solute speed within the brain. Collectively, these results imply that advective transport dominates in CSF while diffusion and advection both contribute to GS transport in parenchyma. In a rat model of cerebral small vessel disease (cSVD), solute transport in the perivascular spaces (PVS) and PVS-to-tissue transfer was slower compared to normal rats. Thus, the analytical framework of rOMT provides novel insights in the local dynamics of GS transport that may have implications for neurodegenerative diseases. Future studies should apply the rOMT analysis approach to confirm GS transport reductions in humans with cSVD.
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spelling pubmed-70049862020-02-14 Optimal Mass Transport with Lagrangian Workflow Reveals Advective and Diffusion Driven Solute Transport in the Glymphatic System Kounda, Sunil Elkin, Rena Nadeem, Saad Xue, Yuechuan Constantinou, Stefan Sanggaard, Simon Liu, Xiaodan Monte, Brittany Xu, Feng Van Nostrand, William Nedergaard, Maiken Lee, Hedok Wardlaw, Joanna Benveniste, Helene Tannenbaum, Allen Sci Rep Article The glymphatic system (GS) hypothesis states that advective driven cerebrospinal fluid (CSF) influx from the perivascular spaces into the interstitial fluid space rapidly transport solutes and clear waste from brain. However, the presence of advection in neuropil is contested and solutes are claimed to be transported by diffusion only. To address this controversy, we implemented a regularized version of the optimal mass transport (rOMT) problem, wherein the advection/diffusion equation is the only a priori assumption required. rOMT analysis with a Lagrangian perspective of GS transport revealed that solute speed was faster in CSF compared to grey and white matter. Further, rOMT analysis also demonstrated 2-fold differences in regional solute speed within the brain. Collectively, these results imply that advective transport dominates in CSF while diffusion and advection both contribute to GS transport in parenchyma. In a rat model of cerebral small vessel disease (cSVD), solute transport in the perivascular spaces (PVS) and PVS-to-tissue transfer was slower compared to normal rats. Thus, the analytical framework of rOMT provides novel insights in the local dynamics of GS transport that may have implications for neurodegenerative diseases. Future studies should apply the rOMT analysis approach to confirm GS transport reductions in humans with cSVD. Nature Publishing Group UK 2020-02-06 /pmc/articles/PMC7004986/ /pubmed/32029859 http://dx.doi.org/10.1038/s41598-020-59045-9 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Kounda, Sunil
Elkin, Rena
Nadeem, Saad
Xue, Yuechuan
Constantinou, Stefan
Sanggaard, Simon
Liu, Xiaodan
Monte, Brittany
Xu, Feng
Van Nostrand, William
Nedergaard, Maiken
Lee, Hedok
Wardlaw, Joanna
Benveniste, Helene
Tannenbaum, Allen
Optimal Mass Transport with Lagrangian Workflow Reveals Advective and Diffusion Driven Solute Transport in the Glymphatic System
title Optimal Mass Transport with Lagrangian Workflow Reveals Advective and Diffusion Driven Solute Transport in the Glymphatic System
title_full Optimal Mass Transport with Lagrangian Workflow Reveals Advective and Diffusion Driven Solute Transport in the Glymphatic System
title_fullStr Optimal Mass Transport with Lagrangian Workflow Reveals Advective and Diffusion Driven Solute Transport in the Glymphatic System
title_full_unstemmed Optimal Mass Transport with Lagrangian Workflow Reveals Advective and Diffusion Driven Solute Transport in the Glymphatic System
title_short Optimal Mass Transport with Lagrangian Workflow Reveals Advective and Diffusion Driven Solute Transport in the Glymphatic System
title_sort optimal mass transport with lagrangian workflow reveals advective and diffusion driven solute transport in the glymphatic system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7004986/
https://www.ncbi.nlm.nih.gov/pubmed/32029859
http://dx.doi.org/10.1038/s41598-020-59045-9
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