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Disrupted Network Topology in Patients with Stable and Progressive Mild Cognitive Impairment and Alzheimer's Disease

Recent findings suggest that Alzheimer's disease (AD) is a disconnection syndrome characterized by abnormalities in large-scale networks. However, the alterations that occur in network topology during the prodromal stages of AD, particularly in patients with stable mild cognitive impairment (MC...

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Autores principales: Pereira, Joana B., Mijalkov, Mite, Kakaei, Ehsan, Mecocci, Patricia, Vellas, Bruno, Tsolaki, Magda, Kłoszewska, Iwona, Soininen, Hilka, Spenger, Christian, Lovestone, Simmon, Simmons, Andrew, Wahlund, Lars-Olof, Volpe, Giovanni, Westman, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4961019/
https://www.ncbi.nlm.nih.gov/pubmed/27178195
http://dx.doi.org/10.1093/cercor/bhw128
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author Pereira, Joana B.
Mijalkov, Mite
Kakaei, Ehsan
Mecocci, Patricia
Vellas, Bruno
Tsolaki, Magda
Kłoszewska, Iwona
Soininen, Hilka
Spenger, Christian
Lovestone, Simmon
Simmons, Andrew
Wahlund, Lars-Olof
Volpe, Giovanni
Westman, Eric
author_facet Pereira, Joana B.
Mijalkov, Mite
Kakaei, Ehsan
Mecocci, Patricia
Vellas, Bruno
Tsolaki, Magda
Kłoszewska, Iwona
Soininen, Hilka
Spenger, Christian
Lovestone, Simmon
Simmons, Andrew
Wahlund, Lars-Olof
Volpe, Giovanni
Westman, Eric
author_sort Pereira, Joana B.
collection PubMed
description Recent findings suggest that Alzheimer's disease (AD) is a disconnection syndrome characterized by abnormalities in large-scale networks. However, the alterations that occur in network topology during the prodromal stages of AD, particularly in patients with stable mild cognitive impairment (MCI) and those that show a slow or faster progression to dementia, are still poorly understood. In this study, we used graph theory to assess the organization of structural MRI networks in stable MCI (sMCI) subjects, late MCI converters (lMCIc), early MCI converters (eMCIc), and AD patients from 2 large multicenter cohorts: ADNI and AddNeuroMed. Our findings showed an abnormal global network organization in all patient groups, as reflected by an increased path length, reduced transitivity, and increased modularity compared with controls. In addition, lMCIc, eMCIc, and AD patients showed a decreased path length and mean clustering compared with the sMCI group. At the local level, there were nodal clustering decreases mostly in AD patients, while the nodal closeness centrality detected abnormalities across all patient groups, showing overlapping changes in the hippocampi and amygdala and nonoverlapping changes in parietal, entorhinal, and orbitofrontal regions. These findings suggest that the prodromal and clinical stages of AD are associated with an abnormal network topology.
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spelling pubmed-49610192016-07-29 Disrupted Network Topology in Patients with Stable and Progressive Mild Cognitive Impairment and Alzheimer's Disease Pereira, Joana B. Mijalkov, Mite Kakaei, Ehsan Mecocci, Patricia Vellas, Bruno Tsolaki, Magda Kłoszewska, Iwona Soininen, Hilka Spenger, Christian Lovestone, Simmon Simmons, Andrew Wahlund, Lars-Olof Volpe, Giovanni Westman, Eric Cereb Cortex Original Articles Recent findings suggest that Alzheimer's disease (AD) is a disconnection syndrome characterized by abnormalities in large-scale networks. However, the alterations that occur in network topology during the prodromal stages of AD, particularly in patients with stable mild cognitive impairment (MCI) and those that show a slow or faster progression to dementia, are still poorly understood. In this study, we used graph theory to assess the organization of structural MRI networks in stable MCI (sMCI) subjects, late MCI converters (lMCIc), early MCI converters (eMCIc), and AD patients from 2 large multicenter cohorts: ADNI and AddNeuroMed. Our findings showed an abnormal global network organization in all patient groups, as reflected by an increased path length, reduced transitivity, and increased modularity compared with controls. In addition, lMCIc, eMCIc, and AD patients showed a decreased path length and mean clustering compared with the sMCI group. At the local level, there were nodal clustering decreases mostly in AD patients, while the nodal closeness centrality detected abnormalities across all patient groups, showing overlapping changes in the hippocampi and amygdala and nonoverlapping changes in parietal, entorhinal, and orbitofrontal regions. These findings suggest that the prodromal and clinical stages of AD are associated with an abnormal network topology. Oxford University Press 2016-08 2016-07-25 /pmc/articles/PMC4961019/ /pubmed/27178195 http://dx.doi.org/10.1093/cercor/bhw128 Text en © The Author 2016. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Original Articles
Pereira, Joana B.
Mijalkov, Mite
Kakaei, Ehsan
Mecocci, Patricia
Vellas, Bruno
Tsolaki, Magda
Kłoszewska, Iwona
Soininen, Hilka
Spenger, Christian
Lovestone, Simmon
Simmons, Andrew
Wahlund, Lars-Olof
Volpe, Giovanni
Westman, Eric
Disrupted Network Topology in Patients with Stable and Progressive Mild Cognitive Impairment and Alzheimer's Disease
title Disrupted Network Topology in Patients with Stable and Progressive Mild Cognitive Impairment and Alzheimer's Disease
title_full Disrupted Network Topology in Patients with Stable and Progressive Mild Cognitive Impairment and Alzheimer's Disease
title_fullStr Disrupted Network Topology in Patients with Stable and Progressive Mild Cognitive Impairment and Alzheimer's Disease
title_full_unstemmed Disrupted Network Topology in Patients with Stable and Progressive Mild Cognitive Impairment and Alzheimer's Disease
title_short Disrupted Network Topology in Patients with Stable and Progressive Mild Cognitive Impairment and Alzheimer's Disease
title_sort disrupted network topology in patients with stable and progressive mild cognitive impairment and alzheimer's disease
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4961019/
https://www.ncbi.nlm.nih.gov/pubmed/27178195
http://dx.doi.org/10.1093/cercor/bhw128
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