Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Sanabria-Diaz, Gretel, Melie-Garcia, Lester, Draganski, Bogdan, Demonet, Jean-Francois, Kherif, Ferath
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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
_version_ 1783636067352576000
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
work_keys_str_mv AT sanabriadiazgretel apolipoproteine4effectsontopologicalbrainnetworkorganizationinmildcognitiveimpairment
AT meliegarcialester apolipoproteine4effectsontopologicalbrainnetworkorganizationinmildcognitiveimpairment
AT draganskibogdan apolipoproteine4effectsontopologicalbrainnetworkorganizationinmildcognitiveimpairment
AT demonetjeanfrancois apolipoproteine4effectsontopologicalbrainnetworkorganizationinmildcognitiveimpairment
AT kherifferath apolipoproteine4effectsontopologicalbrainnetworkorganizationinmildcognitiveimpairment