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Short- and Long-Term Functional Connectivity Differences Associated with Alzheimer's Disease Progression
INTRODUCTION: Progression of amnestic mild cognitive impairment (aMCI) to Alzheimer's disease (AD) is a clinical event with highly variable progression rates varying from 10–15% up to 30–34%. Functional connectivity (FC), the temporal similarity between spatially remote neurophysiological event...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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S. Karger AG
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543355/ https://www.ncbi.nlm.nih.gov/pubmed/34721501 http://dx.doi.org/10.1159/000518233 |
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author | Mondragón, Jaime D. Marapin, Ramesh De Deyn, Peter Paul Maurits, Natasha |
author_facet | Mondragón, Jaime D. Marapin, Ramesh De Deyn, Peter Paul Maurits, Natasha |
author_sort | Mondragón, Jaime D. |
collection | PubMed |
description | INTRODUCTION: Progression of amnestic mild cognitive impairment (aMCI) to Alzheimer's disease (AD) is a clinical event with highly variable progression rates varying from 10–15% up to 30–34%. Functional connectivity (FC), the temporal similarity between spatially remote neurophysiological events, has previously been reported to differ between aMCI patients who progress to AD (pMCI) and those who do not (i.e., remain stable; sMCI). However, these reports had a short-term follow-up and do not provide insight into long-term AD progression. METHODS: Seventy-nine participants with a baseline and 78 with a 12-month, 51 with a 24-month, and 22 with a +48-month follow-up resting-state fMRI with aMCI diagnosis from the Alzheimer's Disease Neuroimaging Initiative database were included. FC was assessed using the CONN toolbox. Local correlation and group independent component analysis were utilized to compare regional functional coupling and between-network FC, respectively, between sMCI and pMCI groups. Two-sample t tests were used to test for statistically significant differences between groups, and paired t-tests were used to assess cognitive changes over time. RESULTS: All participants (i.e., 66 sMCI and 19 pMCI) had a baseline and a year follow-up fMRI scan. Progression from aMCI to AD occurred in 19 patients (10 at 12 months, 5 at 24 months, and 4 at >48 months), while 73 MCI patients remained cognitively stable (sMCI). The pMCI and sMCI cognitive profiles were different. More between-network FC than regional functional coupling differences were present between sMCI and pMCI patients. Activation in the salience network (SN) and the default mode network (DMN) was consistently different between sMCI and pMCI patients across time. DISCUSSION: sMCI and pMCI patients have different cognitive and FC profiles. Only pMCI patients showed cognitive differences across time. The DMN and SN showed local correlation and between-network FC differences between the sMCI and pMCI patient groups at multiple moments in time. |
format | Online Article Text |
id | pubmed-8543355 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | S. Karger AG |
record_format | MEDLINE/PubMed |
spelling | pubmed-85433552021-10-29 Short- and Long-Term Functional Connectivity Differences Associated with Alzheimer's Disease Progression Mondragón, Jaime D. Marapin, Ramesh De Deyn, Peter Paul Maurits, Natasha Dement Geriatr Cogn Dis Extra Research Article INTRODUCTION: Progression of amnestic mild cognitive impairment (aMCI) to Alzheimer's disease (AD) is a clinical event with highly variable progression rates varying from 10–15% up to 30–34%. Functional connectivity (FC), the temporal similarity between spatially remote neurophysiological events, has previously been reported to differ between aMCI patients who progress to AD (pMCI) and those who do not (i.e., remain stable; sMCI). However, these reports had a short-term follow-up and do not provide insight into long-term AD progression. METHODS: Seventy-nine participants with a baseline and 78 with a 12-month, 51 with a 24-month, and 22 with a +48-month follow-up resting-state fMRI with aMCI diagnosis from the Alzheimer's Disease Neuroimaging Initiative database were included. FC was assessed using the CONN toolbox. Local correlation and group independent component analysis were utilized to compare regional functional coupling and between-network FC, respectively, between sMCI and pMCI groups. Two-sample t tests were used to test for statistically significant differences between groups, and paired t-tests were used to assess cognitive changes over time. RESULTS: All participants (i.e., 66 sMCI and 19 pMCI) had a baseline and a year follow-up fMRI scan. Progression from aMCI to AD occurred in 19 patients (10 at 12 months, 5 at 24 months, and 4 at >48 months), while 73 MCI patients remained cognitively stable (sMCI). The pMCI and sMCI cognitive profiles were different. More between-network FC than regional functional coupling differences were present between sMCI and pMCI patients. Activation in the salience network (SN) and the default mode network (DMN) was consistently different between sMCI and pMCI patients across time. DISCUSSION: sMCI and pMCI patients have different cognitive and FC profiles. Only pMCI patients showed cognitive differences across time. The DMN and SN showed local correlation and between-network FC differences between the sMCI and pMCI patient groups at multiple moments in time. S. Karger AG 2021-09-23 /pmc/articles/PMC8543355/ /pubmed/34721501 http://dx.doi.org/10.1159/000518233 Text en Copyright © 2021 by S. Karger AG, Basel https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article licensed under the Creative Commons Attribution-NonCommercial-4.0 International License (CC BY-NC) (http://www.karger.com/Services/OpenAccessLicense), applicable to the online version of the article only. Usage and distribution for commercial purposes requires written permission. |
spellingShingle | Research Article Mondragón, Jaime D. Marapin, Ramesh De Deyn, Peter Paul Maurits, Natasha Short- and Long-Term Functional Connectivity Differences Associated with Alzheimer's Disease Progression |
title | Short- and Long-Term Functional Connectivity Differences Associated with Alzheimer's Disease Progression |
title_full | Short- and Long-Term Functional Connectivity Differences Associated with Alzheimer's Disease Progression |
title_fullStr | Short- and Long-Term Functional Connectivity Differences Associated with Alzheimer's Disease Progression |
title_full_unstemmed | Short- and Long-Term Functional Connectivity Differences Associated with Alzheimer's Disease Progression |
title_short | Short- and Long-Term Functional Connectivity Differences Associated with Alzheimer's Disease Progression |
title_sort | short- and long-term functional connectivity differences associated with alzheimer's disease progression |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543355/ https://www.ncbi.nlm.nih.gov/pubmed/34721501 http://dx.doi.org/10.1159/000518233 |
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