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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...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2016
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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. |
format | Online Article Text |
id | pubmed-4961019 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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