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Structural brain signatures of frailty, defined as accumulation of self-reported health deficits in older adults
BACKGROUND: Frailty in older adults has been associated with reduced brain health. However, structural brain signatures of frailty remain understudied. Our aims were: (1) Explore associations between a frailty index (FI) and brain structure on magnetic resonance imaging (MRI). (2) Identify the most...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9892944/ https://www.ncbi.nlm.nih.gov/pubmed/36743441 http://dx.doi.org/10.3389/fnagi.2023.1065191 |
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author | Gutiérrez-Zúñiga, Raquel Davis, James R. C. Ruddy, Kathy De Looze, Céline Carey, Daniel Meaney, James Kenny, Rose Anne Knight, Silvin Paul Romero-Ortuno, Roman |
author_facet | Gutiérrez-Zúñiga, Raquel Davis, James R. C. Ruddy, Kathy De Looze, Céline Carey, Daniel Meaney, James Kenny, Rose Anne Knight, Silvin Paul Romero-Ortuno, Roman |
author_sort | Gutiérrez-Zúñiga, Raquel |
collection | PubMed |
description | BACKGROUND: Frailty in older adults has been associated with reduced brain health. However, structural brain signatures of frailty remain understudied. Our aims were: (1) Explore associations between a frailty index (FI) and brain structure on magnetic resonance imaging (MRI). (2) Identify the most important FI features driving the associations. METHODS: We designed a cross-sectional observational study from a population-based study (The Irish Longitudinal Study on Aging: TILDA). Participants aged ≥50 years who underwent the wave 3 MRI sub-study were included. We measured cortex, basal ganglia, and each of the Desikan-Killiany regional volumes. Age-and sex-adjusted correlations were performed with a 32-item self-reported FI that included conditions commonly tested for frailty in research and clinical settings. A graph theory analysis of the network composed by each FI item and cortex volume was performed. White matter fiber integrity was quantified using diffusion tensor imaging (DTI). RESULTS: In 523 participants (mean age 69, 49% men), lower cortex and thalamic volumes were independently associated with higher FI. Sensory and functional difficulties, diabetes, polypharmacy, knee pain, and self-reported health were the main FI associations with cortex volume. In the network analysis, cortex volume had a modest influence within the frailty network. Regionally, higher FI was significantly associated with lower volumes in both orbitofrontal and temporal cortices. DTI analyses revealed inverse associations between the FI and the integrity of some association bundles. CONCLUSION: The FI used had a recognizable but subtle structural brain signature in this sample. Only some FI deficits were directly associated with cortex volume, suggesting scope for developing FIs that include metrics more specifically related with brain health in future aging neuroscience studies. |
format | Online Article Text |
id | pubmed-9892944 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98929442023-02-03 Structural brain signatures of frailty, defined as accumulation of self-reported health deficits in older adults Gutiérrez-Zúñiga, Raquel Davis, James R. C. Ruddy, Kathy De Looze, Céline Carey, Daniel Meaney, James Kenny, Rose Anne Knight, Silvin Paul Romero-Ortuno, Roman Front Aging Neurosci Aging Neuroscience BACKGROUND: Frailty in older adults has been associated with reduced brain health. However, structural brain signatures of frailty remain understudied. Our aims were: (1) Explore associations between a frailty index (FI) and brain structure on magnetic resonance imaging (MRI). (2) Identify the most important FI features driving the associations. METHODS: We designed a cross-sectional observational study from a population-based study (The Irish Longitudinal Study on Aging: TILDA). Participants aged ≥50 years who underwent the wave 3 MRI sub-study were included. We measured cortex, basal ganglia, and each of the Desikan-Killiany regional volumes. Age-and sex-adjusted correlations were performed with a 32-item self-reported FI that included conditions commonly tested for frailty in research and clinical settings. A graph theory analysis of the network composed by each FI item and cortex volume was performed. White matter fiber integrity was quantified using diffusion tensor imaging (DTI). RESULTS: In 523 participants (mean age 69, 49% men), lower cortex and thalamic volumes were independently associated with higher FI. Sensory and functional difficulties, diabetes, polypharmacy, knee pain, and self-reported health were the main FI associations with cortex volume. In the network analysis, cortex volume had a modest influence within the frailty network. Regionally, higher FI was significantly associated with lower volumes in both orbitofrontal and temporal cortices. DTI analyses revealed inverse associations between the FI and the integrity of some association bundles. CONCLUSION: The FI used had a recognizable but subtle structural brain signature in this sample. Only some FI deficits were directly associated with cortex volume, suggesting scope for developing FIs that include metrics more specifically related with brain health in future aging neuroscience studies. Frontiers Media S.A. 2023-01-19 /pmc/articles/PMC9892944/ /pubmed/36743441 http://dx.doi.org/10.3389/fnagi.2023.1065191 Text en Copyright © 2023 Gutiérrez-Zúñiga, Davis, Ruddy, De Looze, Carey, Meaney, Kenny, Knight and Romero-Ortuno. 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 Gutiérrez-Zúñiga, Raquel Davis, James R. C. Ruddy, Kathy De Looze, Céline Carey, Daniel Meaney, James Kenny, Rose Anne Knight, Silvin Paul Romero-Ortuno, Roman Structural brain signatures of frailty, defined as accumulation of self-reported health deficits in older adults |
title | Structural brain signatures of frailty, defined as accumulation of self-reported health deficits in older adults |
title_full | Structural brain signatures of frailty, defined as accumulation of self-reported health deficits in older adults |
title_fullStr | Structural brain signatures of frailty, defined as accumulation of self-reported health deficits in older adults |
title_full_unstemmed | Structural brain signatures of frailty, defined as accumulation of self-reported health deficits in older adults |
title_short | Structural brain signatures of frailty, defined as accumulation of self-reported health deficits in older adults |
title_sort | structural brain signatures of frailty, defined as accumulation of self-reported health deficits in older adults |
topic | Aging Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9892944/ https://www.ncbi.nlm.nih.gov/pubmed/36743441 http://dx.doi.org/10.3389/fnagi.2023.1065191 |
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