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A Winding Road: Alzheimer’s Disease Increases Circuitous Functional Connectivity Pathways

Neuroimaging has been successful in characterizing the pattern of cerebral atrophy that accompanies the progression of Alzheimer’s disease (AD). Examination of functional connectivity, the strength of signal synchronicity between brain regions, has gathered pace as another way of understanding chang...

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Autores principales: Suckling, John, Simas, Tiago, Chattopadhyay, Shayanti, Tait, Roger, Su, Li, Williams, Guy, Rowe, James B., O’Brien, John T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4649041/
https://www.ncbi.nlm.nih.gov/pubmed/26635593
http://dx.doi.org/10.3389/fncom.2015.00140
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author Suckling, John
Simas, Tiago
Chattopadhyay, Shayanti
Tait, Roger
Su, Li
Williams, Guy
Rowe, James B.
O’Brien, John T.
author_facet Suckling, John
Simas, Tiago
Chattopadhyay, Shayanti
Tait, Roger
Su, Li
Williams, Guy
Rowe, James B.
O’Brien, John T.
author_sort Suckling, John
collection PubMed
description Neuroimaging has been successful in characterizing the pattern of cerebral atrophy that accompanies the progression of Alzheimer’s disease (AD). Examination of functional connectivity, the strength of signal synchronicity between brain regions, has gathered pace as another way of understanding changes to the brain that are associated with AD. It appears to have good sensitivity and detect effects that precede cognitive decline, and thus offers the possibility to understand the neurobiology of the disease in its earliest phases. However, functional connectivity analyzes to date generally consider only the strongest connections, with weaker links ignored. This proof-of-concept study compared patients with mild-to-moderate AD (N = 11) and matched control individuals (N = 12) based on functional connectivities derived from blood-oxygenation level dependent (BOLD) sensitive functional MRI acquired during resting wakefulness. All positive connectivities irrespective of their strength were included. Transitive closures of the resulting connectome were calculated that classified connections as either direct or indirect. Between-group differences in the proportion of indirect paths were observed. In AD, there was broadly increased indirect connectivity across greater spatial distances. Furthermore, the indirect pathways in AD had greater between-subject topological variance than controls. The prevailing characterization of AD as being a disconnection syndrome is refined by the observation that direct links between regions that are impaired are perhaps replaced by an increase in indirect functional pathways that is only detectable through inclusion of connections across the entire range of connection strengths.
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spelling pubmed-46490412015-12-03 A Winding Road: Alzheimer’s Disease Increases Circuitous Functional Connectivity Pathways Suckling, John Simas, Tiago Chattopadhyay, Shayanti Tait, Roger Su, Li Williams, Guy Rowe, James B. O’Brien, John T. Front Comput Neurosci Neuroscience Neuroimaging has been successful in characterizing the pattern of cerebral atrophy that accompanies the progression of Alzheimer’s disease (AD). Examination of functional connectivity, the strength of signal synchronicity between brain regions, has gathered pace as another way of understanding changes to the brain that are associated with AD. It appears to have good sensitivity and detect effects that precede cognitive decline, and thus offers the possibility to understand the neurobiology of the disease in its earliest phases. However, functional connectivity analyzes to date generally consider only the strongest connections, with weaker links ignored. This proof-of-concept study compared patients with mild-to-moderate AD (N = 11) and matched control individuals (N = 12) based on functional connectivities derived from blood-oxygenation level dependent (BOLD) sensitive functional MRI acquired during resting wakefulness. All positive connectivities irrespective of their strength were included. Transitive closures of the resulting connectome were calculated that classified connections as either direct or indirect. Between-group differences in the proportion of indirect paths were observed. In AD, there was broadly increased indirect connectivity across greater spatial distances. Furthermore, the indirect pathways in AD had greater between-subject topological variance than controls. The prevailing characterization of AD as being a disconnection syndrome is refined by the observation that direct links between regions that are impaired are perhaps replaced by an increase in indirect functional pathways that is only detectable through inclusion of connections across the entire range of connection strengths. Frontiers Media S.A. 2015-11-18 /pmc/articles/PMC4649041/ /pubmed/26635593 http://dx.doi.org/10.3389/fncom.2015.00140 Text en Copyright © 2015 Suckling, Simas, Chattopadhyay, Tait, Su, Williams, Rowe and O’Brien. 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 and reproduction in other forums is permitted, provided the original author(s) or licensor 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 Neuroscience
Suckling, John
Simas, Tiago
Chattopadhyay, Shayanti
Tait, Roger
Su, Li
Williams, Guy
Rowe, James B.
O’Brien, John T.
A Winding Road: Alzheimer’s Disease Increases Circuitous Functional Connectivity Pathways
title A Winding Road: Alzheimer’s Disease Increases Circuitous Functional Connectivity Pathways
title_full A Winding Road: Alzheimer’s Disease Increases Circuitous Functional Connectivity Pathways
title_fullStr A Winding Road: Alzheimer’s Disease Increases Circuitous Functional Connectivity Pathways
title_full_unstemmed A Winding Road: Alzheimer’s Disease Increases Circuitous Functional Connectivity Pathways
title_short A Winding Road: Alzheimer’s Disease Increases Circuitous Functional Connectivity Pathways
title_sort winding road: alzheimer’s disease increases circuitous functional connectivity pathways
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4649041/
https://www.ncbi.nlm.nih.gov/pubmed/26635593
http://dx.doi.org/10.3389/fncom.2015.00140
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