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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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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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. |
format | Online Article Text |
id | pubmed-7004986 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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