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Both Stationary and Dynamic Functional Interhemispheric Connectivity Are Strongly Associated With Performance on Cognitive Tests in Multiple Sclerosis

Although functional connectivity has been extensively studied in MS, robust estimates of both stationary (static connectivity at the time) and dynamic (connectivity variation across time) functional connectivity has not been commonly evaluated and neither has its association to cognition. In this st...

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Autores principales: Lin, Sue-Jin, Kolind, Shannon, Liu, Aiping, McMullen, Katrina, Vavasour, Irene, Wang, Z. Jane, Traboulsee, Anthony, McKeown, Martin J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7287147/
https://www.ncbi.nlm.nih.gov/pubmed/32581993
http://dx.doi.org/10.3389/fneur.2020.00407
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author Lin, Sue-Jin
Kolind, Shannon
Liu, Aiping
McMullen, Katrina
Vavasour, Irene
Wang, Z. Jane
Traboulsee, Anthony
McKeown, Martin J.
author_facet Lin, Sue-Jin
Kolind, Shannon
Liu, Aiping
McMullen, Katrina
Vavasour, Irene
Wang, Z. Jane
Traboulsee, Anthony
McKeown, Martin J.
author_sort Lin, Sue-Jin
collection PubMed
description Although functional connectivity has been extensively studied in MS, robust estimates of both stationary (static connectivity at the time) and dynamic (connectivity variation across time) functional connectivity has not been commonly evaluated and neither has its association to cognition. In this study, we focused on interhemispheric connections as previous research has shown links between anatomical homologous connections and cognition. We examined functional interhemispheric connectivity (IC) in MS during resting-state functional MRI using both stationary and dynamic strategies and related connectivity measures to processing speed performance. Twenty-five patients with relapsing-remitting MS and 41 controls were recruited. Stationary functional IC was assessed between homologous Regions of Interest (ROIs) using correlation. For dynamic IC, a sliding window approach was used to quantify changes between homologous ROIs across time. We related IC measures to cognitive performance with correlation and regression. Compared to control subjects, MS demonstrated increased IC across homologous regions, which accurately predicted performance on the symbol digit modalities test (SDMT) (R(2) = 0.96) and paced auditory serial addition test (PASAT) (R(2) = 0.59). Dynamic measures were not different between the 2 groups, but dynamic IC was related to PASAT scores. The associations between stationary/dynamic connectivity and cognitive tests demonstrated that different aspects of functional IC were associated with cognitive processes. Processing speed measured in SDMT was associated with static interhemispheric connections and better PASAT performance, which requires working memory, sustain attention, and processing speed, was more related to rigid IC, underlining the neurophysiological mechanism of cognition in MS.
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spelling pubmed-72871472020-06-23 Both Stationary and Dynamic Functional Interhemispheric Connectivity Are Strongly Associated With Performance on Cognitive Tests in Multiple Sclerosis Lin, Sue-Jin Kolind, Shannon Liu, Aiping McMullen, Katrina Vavasour, Irene Wang, Z. Jane Traboulsee, Anthony McKeown, Martin J. Front Neurol Neurology Although functional connectivity has been extensively studied in MS, robust estimates of both stationary (static connectivity at the time) and dynamic (connectivity variation across time) functional connectivity has not been commonly evaluated and neither has its association to cognition. In this study, we focused on interhemispheric connections as previous research has shown links between anatomical homologous connections and cognition. We examined functional interhemispheric connectivity (IC) in MS during resting-state functional MRI using both stationary and dynamic strategies and related connectivity measures to processing speed performance. Twenty-five patients with relapsing-remitting MS and 41 controls were recruited. Stationary functional IC was assessed between homologous Regions of Interest (ROIs) using correlation. For dynamic IC, a sliding window approach was used to quantify changes between homologous ROIs across time. We related IC measures to cognitive performance with correlation and regression. Compared to control subjects, MS demonstrated increased IC across homologous regions, which accurately predicted performance on the symbol digit modalities test (SDMT) (R(2) = 0.96) and paced auditory serial addition test (PASAT) (R(2) = 0.59). Dynamic measures were not different between the 2 groups, but dynamic IC was related to PASAT scores. The associations between stationary/dynamic connectivity and cognitive tests demonstrated that different aspects of functional IC were associated with cognitive processes. Processing speed measured in SDMT was associated with static interhemispheric connections and better PASAT performance, which requires working memory, sustain attention, and processing speed, was more related to rigid IC, underlining the neurophysiological mechanism of cognition in MS. Frontiers Media S.A. 2020-06-04 /pmc/articles/PMC7287147/ /pubmed/32581993 http://dx.doi.org/10.3389/fneur.2020.00407 Text en Copyright © 2020 Lin, Kolind, Liu, McMullen, Vavasour, Wang, Traboulsee and McKeown. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neurology
Lin, Sue-Jin
Kolind, Shannon
Liu, Aiping
McMullen, Katrina
Vavasour, Irene
Wang, Z. Jane
Traboulsee, Anthony
McKeown, Martin J.
Both Stationary and Dynamic Functional Interhemispheric Connectivity Are Strongly Associated With Performance on Cognitive Tests in Multiple Sclerosis
title Both Stationary and Dynamic Functional Interhemispheric Connectivity Are Strongly Associated With Performance on Cognitive Tests in Multiple Sclerosis
title_full Both Stationary and Dynamic Functional Interhemispheric Connectivity Are Strongly Associated With Performance on Cognitive Tests in Multiple Sclerosis
title_fullStr Both Stationary and Dynamic Functional Interhemispheric Connectivity Are Strongly Associated With Performance on Cognitive Tests in Multiple Sclerosis
title_full_unstemmed Both Stationary and Dynamic Functional Interhemispheric Connectivity Are Strongly Associated With Performance on Cognitive Tests in Multiple Sclerosis
title_short Both Stationary and Dynamic Functional Interhemispheric Connectivity Are Strongly Associated With Performance on Cognitive Tests in Multiple Sclerosis
title_sort both stationary and dynamic functional interhemispheric connectivity are strongly associated with performance on cognitive tests in multiple sclerosis
topic Neurology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7287147/
https://www.ncbi.nlm.nih.gov/pubmed/32581993
http://dx.doi.org/10.3389/fneur.2020.00407
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