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The Spatial Patterns and Determinants of Cerebrospinal Fluid Circulation in the Human Brain

The circulation of cerebrospinal fluid (CSF) is essential for maintaining brain homeostasis and clearance, and impairments in its flow can lead to various brain disorders. Recent studies have shown that CSF circulation can be interrogated using low b-value diffusion magnetic resonance imaging (low-b...

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Autores principales: Nazeri, Arash, Dehkharghanian, Taher, Lindsay, Kevin E., LaMontagne, Pamela, Shimony, Joshua S., Benzinger, Tammie L.S., Sotiras, Aristeidis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10462043/
https://www.ncbi.nlm.nih.gov/pubmed/37645835
http://dx.doi.org/10.1101/2023.08.13.553149
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author Nazeri, Arash
Dehkharghanian, Taher
Lindsay, Kevin E.
LaMontagne, Pamela
Shimony, Joshua S.
Benzinger, Tammie L.S.
Sotiras, Aristeidis
author_facet Nazeri, Arash
Dehkharghanian, Taher
Lindsay, Kevin E.
LaMontagne, Pamela
Shimony, Joshua S.
Benzinger, Tammie L.S.
Sotiras, Aristeidis
author_sort Nazeri, Arash
collection PubMed
description The circulation of cerebrospinal fluid (CSF) is essential for maintaining brain homeostasis and clearance, and impairments in its flow can lead to various brain disorders. Recent studies have shown that CSF circulation can be interrogated using low b-value diffusion magnetic resonance imaging (low-b dMRI). Nevertheless, the spatial organization of intracranial CSF flow dynamics remains largely elusive. Here, we developed a whole-brain voxel-based analysis framework, termed CSF pseudo-diffusion spatial statistics ([Formula: see text]), to examine CSF mean pseudo-diffusivity ([Formula: see text]), a measure of CSF flow magnitude derived from low-b dMRI. We showed that intracranial CSF [Formula: see text] demonstrates characteristic covariance patterns by employing seed-based correlation analysis. Importantly, we applied non-negative matrix factorization analysis to further elucidate the covariance patterns of CSF [Formula: see text] in a hypothesis-free, data-driven way. We identified distinct CSF spaces that consistently displayed unique pseudo-diffusion characteristics across multiple imaging datasets. Our study revealed that age, sex, brain atrophy, ventricular anatomy, and cerebral perfusion differentially influence [Formula: see text] across these CSF spaces. Notably, individuals with anomalous CSF flow patterns displayed incidental findings on multimodal neuroradiological examinations. Our work sets forth a new paradigm to study CSF flow, with potential applications in clinical settings.
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spelling pubmed-104620432023-08-29 The Spatial Patterns and Determinants of Cerebrospinal Fluid Circulation in the Human Brain Nazeri, Arash Dehkharghanian, Taher Lindsay, Kevin E. LaMontagne, Pamela Shimony, Joshua S. Benzinger, Tammie L.S. Sotiras, Aristeidis bioRxiv Article The circulation of cerebrospinal fluid (CSF) is essential for maintaining brain homeostasis and clearance, and impairments in its flow can lead to various brain disorders. Recent studies have shown that CSF circulation can be interrogated using low b-value diffusion magnetic resonance imaging (low-b dMRI). Nevertheless, the spatial organization of intracranial CSF flow dynamics remains largely elusive. Here, we developed a whole-brain voxel-based analysis framework, termed CSF pseudo-diffusion spatial statistics ([Formula: see text]), to examine CSF mean pseudo-diffusivity ([Formula: see text]), a measure of CSF flow magnitude derived from low-b dMRI. We showed that intracranial CSF [Formula: see text] demonstrates characteristic covariance patterns by employing seed-based correlation analysis. Importantly, we applied non-negative matrix factorization analysis to further elucidate the covariance patterns of CSF [Formula: see text] in a hypothesis-free, data-driven way. We identified distinct CSF spaces that consistently displayed unique pseudo-diffusion characteristics across multiple imaging datasets. Our study revealed that age, sex, brain atrophy, ventricular anatomy, and cerebral perfusion differentially influence [Formula: see text] across these CSF spaces. Notably, individuals with anomalous CSF flow patterns displayed incidental findings on multimodal neuroradiological examinations. Our work sets forth a new paradigm to study CSF flow, with potential applications in clinical settings. Cold Spring Harbor Laboratory 2023-08-15 /pmc/articles/PMC10462043/ /pubmed/37645835 http://dx.doi.org/10.1101/2023.08.13.553149 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Nazeri, Arash
Dehkharghanian, Taher
Lindsay, Kevin E.
LaMontagne, Pamela
Shimony, Joshua S.
Benzinger, Tammie L.S.
Sotiras, Aristeidis
The Spatial Patterns and Determinants of Cerebrospinal Fluid Circulation in the Human Brain
title The Spatial Patterns and Determinants of Cerebrospinal Fluid Circulation in the Human Brain
title_full The Spatial Patterns and Determinants of Cerebrospinal Fluid Circulation in the Human Brain
title_fullStr The Spatial Patterns and Determinants of Cerebrospinal Fluid Circulation in the Human Brain
title_full_unstemmed The Spatial Patterns and Determinants of Cerebrospinal Fluid Circulation in the Human Brain
title_short The Spatial Patterns and Determinants of Cerebrospinal Fluid Circulation in the Human Brain
title_sort spatial patterns and determinants of cerebrospinal fluid circulation in the human brain
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10462043/
https://www.ncbi.nlm.nih.gov/pubmed/37645835
http://dx.doi.org/10.1101/2023.08.13.553149
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