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Apolipoprotein E4 effects on topological brain network organization in mild cognitive impairment
The Apolipoprotein E isoform E4 (ApoE4) is consistently associated with an elevated risk of developing late-onset Alzheimer’s Disease (AD); however, less is known about the potential genetic modulation of the brain networks organization during prodromal stages like Mild Cognitive Impairment (MCI). T...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7804004/ https://www.ncbi.nlm.nih.gov/pubmed/33436948 http://dx.doi.org/10.1038/s41598-020-80909-7 |
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author | Sanabria-Diaz, Gretel Melie-Garcia, Lester Draganski, Bogdan Demonet, Jean-Francois Kherif, Ferath |
author_facet | Sanabria-Diaz, Gretel Melie-Garcia, Lester Draganski, Bogdan Demonet, Jean-Francois Kherif, Ferath |
author_sort | Sanabria-Diaz, Gretel |
collection | PubMed |
description | The Apolipoprotein E isoform E4 (ApoE4) is consistently associated with an elevated risk of developing late-onset Alzheimer’s Disease (AD); however, less is known about the potential genetic modulation of the brain networks organization during prodromal stages like Mild Cognitive Impairment (MCI). To investigate this issue during this critical stage, we used a dataset with a cross-sectional sample of 253 MCI patients divided into ApoE4-positive (‛Carriers’) and ApoE4-negative (‘non-Carriers’). We estimated the cortical thickness (CT) from high-resolution T1-weighted structural magnetic images to calculate the correlation among anatomical regions across subjects and build the CT covariance networks (CT-Nets). The topological properties of CT-Nets were described through the graph theory approach. Specifically, our results showed a significant decrease in characteristic path length, clustering-index, local efficiency, global connectivity, modularity, and increased global efficiency for Carriers compared to non-Carriers. Overall, we found that ApoE4 in MCI shaped the topological organization of CT-Nets. Our results suggest that in the MCI stage, the ApoE4 disrupting the CT correlation between regions may be due to adaptive mechanisms to sustain the information transmission across distant brain regions to maintain the cognitive and behavioral abilities before the occurrence of the most severe symptoms. |
format | Online Article Text |
id | pubmed-7804004 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78040042021-01-13 Apolipoprotein E4 effects on topological brain network organization in mild cognitive impairment Sanabria-Diaz, Gretel Melie-Garcia, Lester Draganski, Bogdan Demonet, Jean-Francois Kherif, Ferath Sci Rep Article The Apolipoprotein E isoform E4 (ApoE4) is consistently associated with an elevated risk of developing late-onset Alzheimer’s Disease (AD); however, less is known about the potential genetic modulation of the brain networks organization during prodromal stages like Mild Cognitive Impairment (MCI). To investigate this issue during this critical stage, we used a dataset with a cross-sectional sample of 253 MCI patients divided into ApoE4-positive (‛Carriers’) and ApoE4-negative (‘non-Carriers’). We estimated the cortical thickness (CT) from high-resolution T1-weighted structural magnetic images to calculate the correlation among anatomical regions across subjects and build the CT covariance networks (CT-Nets). The topological properties of CT-Nets were described through the graph theory approach. Specifically, our results showed a significant decrease in characteristic path length, clustering-index, local efficiency, global connectivity, modularity, and increased global efficiency for Carriers compared to non-Carriers. Overall, we found that ApoE4 in MCI shaped the topological organization of CT-Nets. Our results suggest that in the MCI stage, the ApoE4 disrupting the CT correlation between regions may be due to adaptive mechanisms to sustain the information transmission across distant brain regions to maintain the cognitive and behavioral abilities before the occurrence of the most severe symptoms. Nature Publishing Group UK 2021-01-12 /pmc/articles/PMC7804004/ /pubmed/33436948 http://dx.doi.org/10.1038/s41598-020-80909-7 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Sanabria-Diaz, Gretel Melie-Garcia, Lester Draganski, Bogdan Demonet, Jean-Francois Kherif, Ferath Apolipoprotein E4 effects on topological brain network organization in mild cognitive impairment |
title | Apolipoprotein E4 effects on topological brain network organization in mild cognitive impairment |
title_full | Apolipoprotein E4 effects on topological brain network organization in mild cognitive impairment |
title_fullStr | Apolipoprotein E4 effects on topological brain network organization in mild cognitive impairment |
title_full_unstemmed | Apolipoprotein E4 effects on topological brain network organization in mild cognitive impairment |
title_short | Apolipoprotein E4 effects on topological brain network organization in mild cognitive impairment |
title_sort | apolipoprotein e4 effects on topological brain network organization in mild cognitive impairment |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7804004/ https://www.ncbi.nlm.nih.gov/pubmed/33436948 http://dx.doi.org/10.1038/s41598-020-80909-7 |
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