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Impact of Cognitive Reserve and Structural Connectivity on Cognitive Performance in Multiple Sclerosis
Background: Cognitive reserve (CR) could attenuate the impact of the brain burden on the cognition in people with multiple sclerosis (PwMS). Objective: To explore the relationship between CR and structural brain connectivity and investigate their role on cognition in PwMS cognitively impaired (PwMS-...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7662554/ https://www.ncbi.nlm.nih.gov/pubmed/33193039 http://dx.doi.org/10.3389/fneur.2020.581700 |
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author | Lopez-Soley, Elisabet Solana, Elisabeth Martínez-Heras, Eloy Andorra, Magi Radua, Joaquim Prats-Uribe, Albert Montejo, Carmen Sola-Valls, Nuria Sepulveda, Maria Pulido-Valdeolivas, Irene Blanco, Yolanda Martinez-Lapiscina, Elena H. Saiz, Albert Llufriu, Sara |
author_facet | Lopez-Soley, Elisabet Solana, Elisabeth Martínez-Heras, Eloy Andorra, Magi Radua, Joaquim Prats-Uribe, Albert Montejo, Carmen Sola-Valls, Nuria Sepulveda, Maria Pulido-Valdeolivas, Irene Blanco, Yolanda Martinez-Lapiscina, Elena H. Saiz, Albert Llufriu, Sara |
author_sort | Lopez-Soley, Elisabet |
collection | PubMed |
description | Background: Cognitive reserve (CR) could attenuate the impact of the brain burden on the cognition in people with multiple sclerosis (PwMS). Objective: To explore the relationship between CR and structural brain connectivity and investigate their role on cognition in PwMS cognitively impaired (PwMS-CI) and cognitively preserved (PwMS-CP). Methods: In this study, 181 PwMS (71% female; 42.9 ± 10.0 years) were evaluated using the Cognitive Reserve Questionnaire (CRQ), Brief Repeatable Battery of Neuropsychological tests, and MRI. Brain lesion and gray matter volumes were quantified, as was the structural network connectivity. Patients were classified as PwMS-CI (z scores = −1.5 SD in at least two tests) or PwMS-CP. Linear and multiple regression analyses were run to evaluate the association of CRQ and structural connectivity with cognition in each group. Hedges's effect size was used to compute the strength of associations. Results: We found a very low association between CRQ scores and connectivity metrics in PwMS-CP, while in PwMS-CI, this relation was low to moderate. The multiple regression model, adjusted for age, gender, mood, lesion volume, and graph metrics (local and global efficiency, and transitivity), indicated that the CRQ (β = 0.26, 95% CI: 0.17–0.35) was associated with cognition (adj R(2) = 0.34) in PwMS-CP (55%). In PwMS-CI, CRQ (β = 0.18, 95% CI: 0.07–0.29), age, and network global efficiency were independently associated with cognition (adj R(2) = 0.55). The age- and gender-adjusted association between CRQ score and global efficiency on having an impaired cognitive status was −0.338 (OR: 0.71, p = 0.036) and −0.531 (OR: 0.59, p = 0.002), respectively. Conclusions: CR seems to have a marginally significant effect on brain structural connectivity, observed in patients with more severe clinical impairment. It protects PwMS from cognitive decline regardless of their cognitive status, yet once cognitive impairment has set in, brain damage and aging are also influencing cognitive performance. |
format | Online Article Text |
id | pubmed-7662554 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-76625542020-11-13 Impact of Cognitive Reserve and Structural Connectivity on Cognitive Performance in Multiple Sclerosis Lopez-Soley, Elisabet Solana, Elisabeth Martínez-Heras, Eloy Andorra, Magi Radua, Joaquim Prats-Uribe, Albert Montejo, Carmen Sola-Valls, Nuria Sepulveda, Maria Pulido-Valdeolivas, Irene Blanco, Yolanda Martinez-Lapiscina, Elena H. Saiz, Albert Llufriu, Sara Front Neurol Neurology Background: Cognitive reserve (CR) could attenuate the impact of the brain burden on the cognition in people with multiple sclerosis (PwMS). Objective: To explore the relationship between CR and structural brain connectivity and investigate their role on cognition in PwMS cognitively impaired (PwMS-CI) and cognitively preserved (PwMS-CP). Methods: In this study, 181 PwMS (71% female; 42.9 ± 10.0 years) were evaluated using the Cognitive Reserve Questionnaire (CRQ), Brief Repeatable Battery of Neuropsychological tests, and MRI. Brain lesion and gray matter volumes were quantified, as was the structural network connectivity. Patients were classified as PwMS-CI (z scores = −1.5 SD in at least two tests) or PwMS-CP. Linear and multiple regression analyses were run to evaluate the association of CRQ and structural connectivity with cognition in each group. Hedges's effect size was used to compute the strength of associations. Results: We found a very low association between CRQ scores and connectivity metrics in PwMS-CP, while in PwMS-CI, this relation was low to moderate. The multiple regression model, adjusted for age, gender, mood, lesion volume, and graph metrics (local and global efficiency, and transitivity), indicated that the CRQ (β = 0.26, 95% CI: 0.17–0.35) was associated with cognition (adj R(2) = 0.34) in PwMS-CP (55%). In PwMS-CI, CRQ (β = 0.18, 95% CI: 0.07–0.29), age, and network global efficiency were independently associated with cognition (adj R(2) = 0.55). The age- and gender-adjusted association between CRQ score and global efficiency on having an impaired cognitive status was −0.338 (OR: 0.71, p = 0.036) and −0.531 (OR: 0.59, p = 0.002), respectively. Conclusions: CR seems to have a marginally significant effect on brain structural connectivity, observed in patients with more severe clinical impairment. It protects PwMS from cognitive decline regardless of their cognitive status, yet once cognitive impairment has set in, brain damage and aging are also influencing cognitive performance. Frontiers Media S.A. 2020-10-30 /pmc/articles/PMC7662554/ /pubmed/33193039 http://dx.doi.org/10.3389/fneur.2020.581700 Text en Copyright © 2020 Lopez-Soley, Solana, Martínez-Heras, Andorra, Radua, Prats-Uribe, Montejo, Sola-Valls, Sepulveda, Pulido-Valdeolivas, Blanco, Martinez-Lapiscina, Saiz and Llufriu. 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 Lopez-Soley, Elisabet Solana, Elisabeth Martínez-Heras, Eloy Andorra, Magi Radua, Joaquim Prats-Uribe, Albert Montejo, Carmen Sola-Valls, Nuria Sepulveda, Maria Pulido-Valdeolivas, Irene Blanco, Yolanda Martinez-Lapiscina, Elena H. Saiz, Albert Llufriu, Sara Impact of Cognitive Reserve and Structural Connectivity on Cognitive Performance in Multiple Sclerosis |
title | Impact of Cognitive Reserve and Structural Connectivity on Cognitive Performance in Multiple Sclerosis |
title_full | Impact of Cognitive Reserve and Structural Connectivity on Cognitive Performance in Multiple Sclerosis |
title_fullStr | Impact of Cognitive Reserve and Structural Connectivity on Cognitive Performance in Multiple Sclerosis |
title_full_unstemmed | Impact of Cognitive Reserve and Structural Connectivity on Cognitive Performance in Multiple Sclerosis |
title_short | Impact of Cognitive Reserve and Structural Connectivity on Cognitive Performance in Multiple Sclerosis |
title_sort | impact of cognitive reserve and structural connectivity on cognitive performance in multiple sclerosis |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7662554/ https://www.ncbi.nlm.nih.gov/pubmed/33193039 http://dx.doi.org/10.3389/fneur.2020.581700 |
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