Cargando…
Rich-Club Connectivity of the Structural Covariance Network Relates to Memory Processes in Mild Cognitive Impairment and Alzheimer’s Disease
BACKGROUND: Though mediotemporal lobe volume changes are well-known features of Alzheimer’s disease (AD), grey matter volume changes may be distributed throughout the brain. These distributed changes are not independent due to the underlying network structure and can be described in terms of a struc...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
IOS Press
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9484119/ https://www.ncbi.nlm.nih.gov/pubmed/35871335 http://dx.doi.org/10.3233/JAD-220175 |
_version_ | 1784791816463187968 |
---|---|
author | Drenthen, Gerhard S. Backes, Walter H. Freeze, Whitney M. Jacobs, Heidi I.L. Verheggen, Inge C.M. van Boxtel, Martin P.J. Hoff, Erik I. Verhey, Frans R. Jansen, Jacobus F.A. |
author_facet | Drenthen, Gerhard S. Backes, Walter H. Freeze, Whitney M. Jacobs, Heidi I.L. Verheggen, Inge C.M. van Boxtel, Martin P.J. Hoff, Erik I. Verhey, Frans R. Jansen, Jacobus F.A. |
author_sort | Drenthen, Gerhard S. |
collection | PubMed |
description | BACKGROUND: Though mediotemporal lobe volume changes are well-known features of Alzheimer’s disease (AD), grey matter volume changes may be distributed throughout the brain. These distributed changes are not independent due to the underlying network structure and can be described in terms of a structural covariance network (SCN). OBJECTIVE: To investigate how the cortical brain organization is altered in AD we studied the mutual connectivity of hubs in the SCN, i.e., the rich-club. METHODS: To construct the SCNs, cortical thickness was obtained from structural MRI for 97 participants (normal cognition, n = 37; mild cognitive impairment, n = 41; Alzheimer-type dementia, n = 19). Subsequently, rich-club coefficients were calculated from the SCN, and related to memory performance and hippocampal volume using linear regression. RESULTS: Lower rich-club connectivity was related to lower memory performance as well as lower hippocampal volume. CONCLUSION: Therefore, this study provides novel evidence of reduced connectivity in hub areas in relation to AD-related cognitive impairments and atrophy. |
format | Online Article Text |
id | pubmed-9484119 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | IOS Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-94841192022-09-30 Rich-Club Connectivity of the Structural Covariance Network Relates to Memory Processes in Mild Cognitive Impairment and Alzheimer’s Disease Drenthen, Gerhard S. Backes, Walter H. Freeze, Whitney M. Jacobs, Heidi I.L. Verheggen, Inge C.M. van Boxtel, Martin P.J. Hoff, Erik I. Verhey, Frans R. Jansen, Jacobus F.A. J Alzheimers Dis Research Article BACKGROUND: Though mediotemporal lobe volume changes are well-known features of Alzheimer’s disease (AD), grey matter volume changes may be distributed throughout the brain. These distributed changes are not independent due to the underlying network structure and can be described in terms of a structural covariance network (SCN). OBJECTIVE: To investigate how the cortical brain organization is altered in AD we studied the mutual connectivity of hubs in the SCN, i.e., the rich-club. METHODS: To construct the SCNs, cortical thickness was obtained from structural MRI for 97 participants (normal cognition, n = 37; mild cognitive impairment, n = 41; Alzheimer-type dementia, n = 19). Subsequently, rich-club coefficients were calculated from the SCN, and related to memory performance and hippocampal volume using linear regression. RESULTS: Lower rich-club connectivity was related to lower memory performance as well as lower hippocampal volume. CONCLUSION: Therefore, this study provides novel evidence of reduced connectivity in hub areas in relation to AD-related cognitive impairments and atrophy. IOS Press 2022-08-30 /pmc/articles/PMC9484119/ /pubmed/35871335 http://dx.doi.org/10.3233/JAD-220175 Text en © 2022 – The authors. Published by IOS Press https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial (CC BY-NC 4.0) License (https://creativecommons.org/licenses/by-nc/4.0/) , which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Drenthen, Gerhard S. Backes, Walter H. Freeze, Whitney M. Jacobs, Heidi I.L. Verheggen, Inge C.M. van Boxtel, Martin P.J. Hoff, Erik I. Verhey, Frans R. Jansen, Jacobus F.A. Rich-Club Connectivity of the Structural Covariance Network Relates to Memory Processes in Mild Cognitive Impairment and Alzheimer’s Disease |
title | Rich-Club Connectivity of the Structural Covariance Network Relates to Memory Processes in Mild Cognitive Impairment and Alzheimer’s Disease |
title_full | Rich-Club Connectivity of the Structural Covariance Network Relates to Memory Processes in Mild Cognitive Impairment and Alzheimer’s Disease |
title_fullStr | Rich-Club Connectivity of the Structural Covariance Network Relates to Memory Processes in Mild Cognitive Impairment and Alzheimer’s Disease |
title_full_unstemmed | Rich-Club Connectivity of the Structural Covariance Network Relates to Memory Processes in Mild Cognitive Impairment and Alzheimer’s Disease |
title_short | Rich-Club Connectivity of the Structural Covariance Network Relates to Memory Processes in Mild Cognitive Impairment and Alzheimer’s Disease |
title_sort | rich-club connectivity of the structural covariance network relates to memory processes in mild cognitive impairment and alzheimer’s disease |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9484119/ https://www.ncbi.nlm.nih.gov/pubmed/35871335 http://dx.doi.org/10.3233/JAD-220175 |
work_keys_str_mv | AT drenthengerhards richclubconnectivityofthestructuralcovariancenetworkrelatestomemoryprocessesinmildcognitiveimpairmentandalzheimersdisease AT backeswalterh richclubconnectivityofthestructuralcovariancenetworkrelatestomemoryprocessesinmildcognitiveimpairmentandalzheimersdisease AT freezewhitneym richclubconnectivityofthestructuralcovariancenetworkrelatestomemoryprocessesinmildcognitiveimpairmentandalzheimersdisease AT jacobsheidiil richclubconnectivityofthestructuralcovariancenetworkrelatestomemoryprocessesinmildcognitiveimpairmentandalzheimersdisease AT verheggeningecm richclubconnectivityofthestructuralcovariancenetworkrelatestomemoryprocessesinmildcognitiveimpairmentandalzheimersdisease AT vanboxtelmartinpj richclubconnectivityofthestructuralcovariancenetworkrelatestomemoryprocessesinmildcognitiveimpairmentandalzheimersdisease AT hofferiki richclubconnectivityofthestructuralcovariancenetworkrelatestomemoryprocessesinmildcognitiveimpairmentandalzheimersdisease AT verheyfransr richclubconnectivityofthestructuralcovariancenetworkrelatestomemoryprocessesinmildcognitiveimpairmentandalzheimersdisease AT jansenjacobusfa richclubconnectivityofthestructuralcovariancenetworkrelatestomemoryprocessesinmildcognitiveimpairmentandalzheimersdisease |