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Differences in resting state functional connectivity relative to multiple sclerosis and impaired information processing speed

BACKGROUND: Fifty-one percent of individuals with multiple sclerosis (MS) develop cognitive impairment (CI) in information processing speed (IPS). Although IPS scores are associated with health and well-being, neural changes that underlie IPS impairments in MS are not understood. Resting state fMRI...

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Autores principales: Carter, Sean L., Patel, Ronak, Fisk, John D., Figley, Chase R., Marrie, Ruth Ann, Mazerolle, Erin L., Uddin, Md Nasir, Wong, Kaihim, Graff, Lesley A., Bolton, James M., Marriott, James J., Bernstein, Charles N., Kornelsen, Jennifer
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625423/
https://www.ncbi.nlm.nih.gov/pubmed/37928146
http://dx.doi.org/10.3389/fneur.2023.1250894
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author Carter, Sean L.
Patel, Ronak
Fisk, John D.
Figley, Chase R.
Marrie, Ruth Ann
Mazerolle, Erin L.
Uddin, Md Nasir
Wong, Kaihim
Graff, Lesley A.
Bolton, James M.
Marriott, James J.
Bernstein, Charles N.
Kornelsen, Jennifer
author_facet Carter, Sean L.
Patel, Ronak
Fisk, John D.
Figley, Chase R.
Marrie, Ruth Ann
Mazerolle, Erin L.
Uddin, Md Nasir
Wong, Kaihim
Graff, Lesley A.
Bolton, James M.
Marriott, James J.
Bernstein, Charles N.
Kornelsen, Jennifer
author_sort Carter, Sean L.
collection PubMed
description BACKGROUND: Fifty-one percent of individuals with multiple sclerosis (MS) develop cognitive impairment (CI) in information processing speed (IPS). Although IPS scores are associated with health and well-being, neural changes that underlie IPS impairments in MS are not understood. Resting state fMRI can provide insight into brain function changes underlying impairment in persons with MS. OBJECTIVES: We aimed to assess functional connectivity (FC) differences in (i) persons with MS compared to healthy controls (HC), (ii) persons with both MS and CI (MS-CI) compared to HC, (iii) persons with MS that are cognitively preserved (MS-CP) compared to HC, (iv) MS-CI compared to MS-CP, and (v) in relation to cognition within the MS group. METHODS: We included 107 participants with MS (age 49.5 ± 12.9, 82% women), and 94 controls (age 37.9 ± 15.4, 66% women). Each participant was administered the Symbol Digit Modalities Test (SDMT) and underwent a resting state fMRI scan. The MS-CI group was created by applying a z-score cut-off of [Formula: see text] −1.5 to locally normalized SDMT scores. The MS-CP group was created by applying a z-score of ≥0. Control groups (HC(MS-CI) and HC(MS-CP)) were based on the nearest age-matched HC participants. A whole-brain ROI-to-ROI analysis was performed followed by specific contrasts and a regression analysis. RESULTS: Individuals with MS showed FC differences compared to HC that involved the cerebellum, visual and language-associated brain regions, and the thalamus, hippocampus, and basal ganglia. The MS-CI showed FC differences compared to HC(MS-CI) that involved the cerebellum, visual and language-associated areas, thalamus, and caudate. SDMT scores were correlated with FC between the cerebellum and lateral occipital cortex in MS. No differences were observed between the MS-CP and HC(MS-CP) or MS-CI and MS-CP groups. CONCLUSION: Our findings emphasize FC changes of cerebellar, visual, and language-associated areas in persons with MS. These differences were apparent for (i) all MS participants compared to HC, (ii) MS-CI subgroup and their matched controls, and (iii) the association between FC and SDMT scores within the MS group. Our findings strongly suggest that future work that examines the associations between FC and IPS impairments in MS should focus on the involvement of these regions.
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spelling pubmed-106254232023-11-05 Differences in resting state functional connectivity relative to multiple sclerosis and impaired information processing speed Carter, Sean L. Patel, Ronak Fisk, John D. Figley, Chase R. Marrie, Ruth Ann Mazerolle, Erin L. Uddin, Md Nasir Wong, Kaihim Graff, Lesley A. Bolton, James M. Marriott, James J. Bernstein, Charles N. Kornelsen, Jennifer Front Neurol Neurology BACKGROUND: Fifty-one percent of individuals with multiple sclerosis (MS) develop cognitive impairment (CI) in information processing speed (IPS). Although IPS scores are associated with health and well-being, neural changes that underlie IPS impairments in MS are not understood. Resting state fMRI can provide insight into brain function changes underlying impairment in persons with MS. OBJECTIVES: We aimed to assess functional connectivity (FC) differences in (i) persons with MS compared to healthy controls (HC), (ii) persons with both MS and CI (MS-CI) compared to HC, (iii) persons with MS that are cognitively preserved (MS-CP) compared to HC, (iv) MS-CI compared to MS-CP, and (v) in relation to cognition within the MS group. METHODS: We included 107 participants with MS (age 49.5 ± 12.9, 82% women), and 94 controls (age 37.9 ± 15.4, 66% women). Each participant was administered the Symbol Digit Modalities Test (SDMT) and underwent a resting state fMRI scan. The MS-CI group was created by applying a z-score cut-off of [Formula: see text] −1.5 to locally normalized SDMT scores. The MS-CP group was created by applying a z-score of ≥0. Control groups (HC(MS-CI) and HC(MS-CP)) were based on the nearest age-matched HC participants. A whole-brain ROI-to-ROI analysis was performed followed by specific contrasts and a regression analysis. RESULTS: Individuals with MS showed FC differences compared to HC that involved the cerebellum, visual and language-associated brain regions, and the thalamus, hippocampus, and basal ganglia. The MS-CI showed FC differences compared to HC(MS-CI) that involved the cerebellum, visual and language-associated areas, thalamus, and caudate. SDMT scores were correlated with FC between the cerebellum and lateral occipital cortex in MS. No differences were observed between the MS-CP and HC(MS-CP) or MS-CI and MS-CP groups. CONCLUSION: Our findings emphasize FC changes of cerebellar, visual, and language-associated areas in persons with MS. These differences were apparent for (i) all MS participants compared to HC, (ii) MS-CI subgroup and their matched controls, and (iii) the association between FC and SDMT scores within the MS group. Our findings strongly suggest that future work that examines the associations between FC and IPS impairments in MS should focus on the involvement of these regions. Frontiers Media S.A. 2023-10-19 /pmc/articles/PMC10625423/ /pubmed/37928146 http://dx.doi.org/10.3389/fneur.2023.1250894 Text en Copyright © 2023 Carter, Patel, Fisk, Figley, Marrie, Mazerolle, Uddin, Wong, Graff, Bolton, Marriott, Bernstein, Kornelsen. https://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
Carter, Sean L.
Patel, Ronak
Fisk, John D.
Figley, Chase R.
Marrie, Ruth Ann
Mazerolle, Erin L.
Uddin, Md Nasir
Wong, Kaihim
Graff, Lesley A.
Bolton, James M.
Marriott, James J.
Bernstein, Charles N.
Kornelsen, Jennifer
Differences in resting state functional connectivity relative to multiple sclerosis and impaired information processing speed
title Differences in resting state functional connectivity relative to multiple sclerosis and impaired information processing speed
title_full Differences in resting state functional connectivity relative to multiple sclerosis and impaired information processing speed
title_fullStr Differences in resting state functional connectivity relative to multiple sclerosis and impaired information processing speed
title_full_unstemmed Differences in resting state functional connectivity relative to multiple sclerosis and impaired information processing speed
title_short Differences in resting state functional connectivity relative to multiple sclerosis and impaired information processing speed
title_sort differences in resting state functional connectivity relative to multiple sclerosis and impaired information processing speed
topic Neurology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625423/
https://www.ncbi.nlm.nih.gov/pubmed/37928146
http://dx.doi.org/10.3389/fneur.2023.1250894
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