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Structural and Functional Brain Connectivity Uniquely Contribute to Episodic Memory Performance in Older Adults
In this study, we examined the independent contributions of structural and functional connectivity markers to individual differences in episodic memory performance in 107 cognitively normal older adults from the BIOCARD study. Structural connectivity, defined by the diffusion tensor imaging (DTI) me...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9315224/ https://www.ncbi.nlm.nih.gov/pubmed/35903538 http://dx.doi.org/10.3389/fnagi.2022.951076 |
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author | Alm, Kylie H. Soldan, Anja Pettigrew, Corinne Faria, Andreia V. Hou, Xirui Lu, Hanzhang Moghekar, Abhay Mori, Susumu Albert, Marilyn Bakker, Arnold |
author_facet | Alm, Kylie H. Soldan, Anja Pettigrew, Corinne Faria, Andreia V. Hou, Xirui Lu, Hanzhang Moghekar, Abhay Mori, Susumu Albert, Marilyn Bakker, Arnold |
author_sort | Alm, Kylie H. |
collection | PubMed |
description | In this study, we examined the independent contributions of structural and functional connectivity markers to individual differences in episodic memory performance in 107 cognitively normal older adults from the BIOCARD study. Structural connectivity, defined by the diffusion tensor imaging (DTI) measure of radial diffusivity (RD), was obtained from two medial temporal lobe white matter tracts: the fornix and hippocampal cingulum, while functional connectivity markers were derived from network-based resting state functional magnetic resonance imaging (rsfMRI) of five large-scale brain networks: the control, default, limbic, dorsal attention, and salience/ventral attention networks. Hierarchical and stepwise linear regression methods were utilized to directly compare the relative contributions of the connectivity modalities to individual variability in a composite delayed episodic memory score, while also accounting for age, sex, cerebrospinal fluid (CSF) biomarkers of amyloid and tau pathology (i.e., Aβ(42)/Aβ(40) and p-tau(181)), and gray matter volumes of the entorhinal cortex and hippocampus. Results revealed that fornix RD, hippocampal cingulum RD, and salience network functional connectivity were each significant independent predictors of memory performance, while CSF markers and gray matter volumes were not. Moreover, in the stepwise model, the addition of sex, fornix RD, hippocampal cingulum RD, and salience network functional connectivity each significantly improved the overall predictive value of the model. These findings demonstrate that both DTI and rsfMRI connectivity measures uniquely contributed to the model and that the combination of structural and functional connectivity markers best accounted for individual variability in episodic memory function in cognitively normal older adults. |
format | Online Article Text |
id | pubmed-9315224 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93152242022-07-27 Structural and Functional Brain Connectivity Uniquely Contribute to Episodic Memory Performance in Older Adults Alm, Kylie H. Soldan, Anja Pettigrew, Corinne Faria, Andreia V. Hou, Xirui Lu, Hanzhang Moghekar, Abhay Mori, Susumu Albert, Marilyn Bakker, Arnold Front Aging Neurosci Aging Neuroscience In this study, we examined the independent contributions of structural and functional connectivity markers to individual differences in episodic memory performance in 107 cognitively normal older adults from the BIOCARD study. Structural connectivity, defined by the diffusion tensor imaging (DTI) measure of radial diffusivity (RD), was obtained from two medial temporal lobe white matter tracts: the fornix and hippocampal cingulum, while functional connectivity markers were derived from network-based resting state functional magnetic resonance imaging (rsfMRI) of five large-scale brain networks: the control, default, limbic, dorsal attention, and salience/ventral attention networks. Hierarchical and stepwise linear regression methods were utilized to directly compare the relative contributions of the connectivity modalities to individual variability in a composite delayed episodic memory score, while also accounting for age, sex, cerebrospinal fluid (CSF) biomarkers of amyloid and tau pathology (i.e., Aβ(42)/Aβ(40) and p-tau(181)), and gray matter volumes of the entorhinal cortex and hippocampus. Results revealed that fornix RD, hippocampal cingulum RD, and salience network functional connectivity were each significant independent predictors of memory performance, while CSF markers and gray matter volumes were not. Moreover, in the stepwise model, the addition of sex, fornix RD, hippocampal cingulum RD, and salience network functional connectivity each significantly improved the overall predictive value of the model. These findings demonstrate that both DTI and rsfMRI connectivity measures uniquely contributed to the model and that the combination of structural and functional connectivity markers best accounted for individual variability in episodic memory function in cognitively normal older adults. Frontiers Media S.A. 2022-07-12 /pmc/articles/PMC9315224/ /pubmed/35903538 http://dx.doi.org/10.3389/fnagi.2022.951076 Text en Copyright © 2022 Alm, Soldan, Pettigrew, Faria, Hou, Lu, Moghekar, Mori, Albert and Bakker. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Aging Neuroscience Alm, Kylie H. Soldan, Anja Pettigrew, Corinne Faria, Andreia V. Hou, Xirui Lu, Hanzhang Moghekar, Abhay Mori, Susumu Albert, Marilyn Bakker, Arnold Structural and Functional Brain Connectivity Uniquely Contribute to Episodic Memory Performance in Older Adults |
title | Structural and Functional Brain Connectivity Uniquely Contribute to Episodic Memory Performance in Older Adults |
title_full | Structural and Functional Brain Connectivity Uniquely Contribute to Episodic Memory Performance in Older Adults |
title_fullStr | Structural and Functional Brain Connectivity Uniquely Contribute to Episodic Memory Performance in Older Adults |
title_full_unstemmed | Structural and Functional Brain Connectivity Uniquely Contribute to Episodic Memory Performance in Older Adults |
title_short | Structural and Functional Brain Connectivity Uniquely Contribute to Episodic Memory Performance in Older Adults |
title_sort | structural and functional brain connectivity uniquely contribute to episodic memory performance in older adults |
topic | Aging Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9315224/ https://www.ncbi.nlm.nih.gov/pubmed/35903538 http://dx.doi.org/10.3389/fnagi.2022.951076 |
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