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Dynamic functional connectivity changes in dementia with Lewy bodies and Alzheimer's disease

We studied the dynamic functional connectivity profile of dementia with Lewy bodies (DLB) and Alzheimer's disease (AD) compared to controls, how it differs between the two dementia subtypes, and a possible relation between dynamic connectivity alterations and temporally transient clinical sympt...

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Autores principales: Schumacher, Julia, Peraza, Luis R., Firbank, Michael, Thomas, Alan J., Kaiser, Marcus, Gallagher, Peter, O'Brien, John T., Blamire, Andrew M., Taylor, John-Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6462776/
https://www.ncbi.nlm.nih.gov/pubmed/30991620
http://dx.doi.org/10.1016/j.nicl.2019.101812
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author Schumacher, Julia
Peraza, Luis R.
Firbank, Michael
Thomas, Alan J.
Kaiser, Marcus
Gallagher, Peter
O'Brien, John T.
Blamire, Andrew M.
Taylor, John-Paul
author_facet Schumacher, Julia
Peraza, Luis R.
Firbank, Michael
Thomas, Alan J.
Kaiser, Marcus
Gallagher, Peter
O'Brien, John T.
Blamire, Andrew M.
Taylor, John-Paul
author_sort Schumacher, Julia
collection PubMed
description We studied the dynamic functional connectivity profile of dementia with Lewy bodies (DLB) and Alzheimer's disease (AD) compared to controls, how it differs between the two dementia subtypes, and a possible relation between dynamic connectivity alterations and temporally transient clinical symptoms in DLB. Resting state fMRI data from 31 DLB, 29 AD, and 31 healthy control participants were analyzed using dual regression to determine between-network functional connectivity. Subsequently, we used a sliding window approach followed by k-means clustering and dynamic network analyses to study dynamic functional connectivity. Dynamic connectivity measures that showed significant group differences were tested for correlations with clinical symptom severity. Our results show that AD and DLB patients spent more time than controls in sparse connectivity configurations with absence of strong positive and negative connections and a relative isolation of motor networks from other networks. Additionally, DLB patients spent less time in a more strongly connected state and the variability of global brain network efficiency was reduced in DLB compared to controls. There were no significant correlations between dynamic connectivity measures and clinical symptom severity. An inability to switch out of states of low inter-network connectivity into more highly and specifically connected network configurations might be related to the presence of dementia in general as it was observed in both AD and DLB. In contrast, the loss of global efficiency variability in DLB might indicate the presence of an abnormally rigid brain network and the lack of economical dynamics, factors which could contribute to cognitive slowing and an inability to respond appropriately to situational demands.
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spelling pubmed-64627762019-04-22 Dynamic functional connectivity changes in dementia with Lewy bodies and Alzheimer's disease Schumacher, Julia Peraza, Luis R. Firbank, Michael Thomas, Alan J. Kaiser, Marcus Gallagher, Peter O'Brien, John T. Blamire, Andrew M. Taylor, John-Paul Neuroimage Clin Regular Article We studied the dynamic functional connectivity profile of dementia with Lewy bodies (DLB) and Alzheimer's disease (AD) compared to controls, how it differs between the two dementia subtypes, and a possible relation between dynamic connectivity alterations and temporally transient clinical symptoms in DLB. Resting state fMRI data from 31 DLB, 29 AD, and 31 healthy control participants were analyzed using dual regression to determine between-network functional connectivity. Subsequently, we used a sliding window approach followed by k-means clustering and dynamic network analyses to study dynamic functional connectivity. Dynamic connectivity measures that showed significant group differences were tested for correlations with clinical symptom severity. Our results show that AD and DLB patients spent more time than controls in sparse connectivity configurations with absence of strong positive and negative connections and a relative isolation of motor networks from other networks. Additionally, DLB patients spent less time in a more strongly connected state and the variability of global brain network efficiency was reduced in DLB compared to controls. There were no significant correlations between dynamic connectivity measures and clinical symptom severity. An inability to switch out of states of low inter-network connectivity into more highly and specifically connected network configurations might be related to the presence of dementia in general as it was observed in both AD and DLB. In contrast, the loss of global efficiency variability in DLB might indicate the presence of an abnormally rigid brain network and the lack of economical dynamics, factors which could contribute to cognitive slowing and an inability to respond appropriately to situational demands. Elsevier 2019-04-03 /pmc/articles/PMC6462776/ /pubmed/30991620 http://dx.doi.org/10.1016/j.nicl.2019.101812 Text en © 2019 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Regular Article
Schumacher, Julia
Peraza, Luis R.
Firbank, Michael
Thomas, Alan J.
Kaiser, Marcus
Gallagher, Peter
O'Brien, John T.
Blamire, Andrew M.
Taylor, John-Paul
Dynamic functional connectivity changes in dementia with Lewy bodies and Alzheimer's disease
title Dynamic functional connectivity changes in dementia with Lewy bodies and Alzheimer's disease
title_full Dynamic functional connectivity changes in dementia with Lewy bodies and Alzheimer's disease
title_fullStr Dynamic functional connectivity changes in dementia with Lewy bodies and Alzheimer's disease
title_full_unstemmed Dynamic functional connectivity changes in dementia with Lewy bodies and Alzheimer's disease
title_short Dynamic functional connectivity changes in dementia with Lewy bodies and Alzheimer's disease
title_sort dynamic functional connectivity changes in dementia with lewy bodies and alzheimer's disease
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6462776/
https://www.ncbi.nlm.nih.gov/pubmed/30991620
http://dx.doi.org/10.1016/j.nicl.2019.101812
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