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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-...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
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.
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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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