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Age-Related Changes of Peak Width Skeletonized Mean Diffusivity (PSMD) Across the Adult Lifespan: A Multi-Cohort Study
Parameters of water diffusion in white matter derived from diffusion-weighted imaging (DWI), such as fractional anisotropy (FA), mean, axial, and radial diffusivity (MD, AD, and RD), and more recently, peak width of skeletonized mean diffusivity (PSMD), have been proposed as potential markers of nor...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7212692/ https://www.ncbi.nlm.nih.gov/pubmed/32425831 http://dx.doi.org/10.3389/fpsyt.2020.00342 |
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author | Beaudet, Grégory Tsuchida, Ami Petit, Laurent Tzourio, Christophe Caspers, Svenja Schreiber, Jan Pausova, Zdenka Patel, Yash Paus, Tomas Schmidt, Reinhold Pirpamer, Lukas Sachdev, Perminder S. Brodaty, Henry Kochan, Nicole Trollor, Julian Wen, Wei Armstrong, Nicola J. Deary, Ian J. Bastin, Mark E. Wardlaw, Joanna M. Munõz Maniega, Susana Witte, A. Veronica Villringer, Arno Duering, Marco Debette, Stéphanie Mazoyer, Bernard |
author_facet | Beaudet, Grégory Tsuchida, Ami Petit, Laurent Tzourio, Christophe Caspers, Svenja Schreiber, Jan Pausova, Zdenka Patel, Yash Paus, Tomas Schmidt, Reinhold Pirpamer, Lukas Sachdev, Perminder S. Brodaty, Henry Kochan, Nicole Trollor, Julian Wen, Wei Armstrong, Nicola J. Deary, Ian J. Bastin, Mark E. Wardlaw, Joanna M. Munõz Maniega, Susana Witte, A. Veronica Villringer, Arno Duering, Marco Debette, Stéphanie Mazoyer, Bernard |
author_sort | Beaudet, Grégory |
collection | PubMed |
description | Parameters of water diffusion in white matter derived from diffusion-weighted imaging (DWI), such as fractional anisotropy (FA), mean, axial, and radial diffusivity (MD, AD, and RD), and more recently, peak width of skeletonized mean diffusivity (PSMD), have been proposed as potential markers of normal and pathological brain ageing. However, their relative evolution over the entire adult lifespan in healthy individuals remains partly unknown during early and late adulthood, and particularly for the PSMD index. Here, we gathered and analyzed cross-sectional diffusion tensor imaging (DTI) data from 10 population-based cohort studies in order to establish the time course of white matter water diffusion phenotypes from post-adolescence to late adulthood. DTI data were obtained from a total of 20,005 individuals aged 18.1 to 92.6 years and analyzed with the same pipeline for computing skeletonized DTI metrics from DTI maps. For each individual, MD, AD, RD, and FA mean values were computed over their FA volume skeleton, PSMD being calculated as the 90% peak width of the MD values distribution across the FA skeleton. Mean values of each DTI metric were found to strongly vary across cohorts, most likely due to major differences in DWI acquisition protocols as well as pre-processing and DTI model fitting. However, age effects on each DTI metric were found to be highly consistent across cohorts. RD, MD, and AD variations with age exhibited the same U-shape pattern, first slowly decreasing during post-adolescence until the age of 30, 40, and 50 years, respectively, then progressively increasing until late life. FA showed a reverse profile, initially increasing then continuously decreasing, slowly until the 70s, then sharply declining thereafter. By contrast, PSMD constantly increased, first slowly until the 60s, then more sharply. These results demonstrate that, in the general population, age affects PSMD in a manner different from that of other DTI metrics. The constant increase in PSMD throughout the entire adult life, including during post-adolescence, indicates that PSMD could be an early marker of the ageing process. |
format | Online Article Text |
id | pubmed-7212692 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-72126922020-05-18 Age-Related Changes of Peak Width Skeletonized Mean Diffusivity (PSMD) Across the Adult Lifespan: A Multi-Cohort Study Beaudet, Grégory Tsuchida, Ami Petit, Laurent Tzourio, Christophe Caspers, Svenja Schreiber, Jan Pausova, Zdenka Patel, Yash Paus, Tomas Schmidt, Reinhold Pirpamer, Lukas Sachdev, Perminder S. Brodaty, Henry Kochan, Nicole Trollor, Julian Wen, Wei Armstrong, Nicola J. Deary, Ian J. Bastin, Mark E. Wardlaw, Joanna M. Munõz Maniega, Susana Witte, A. Veronica Villringer, Arno Duering, Marco Debette, Stéphanie Mazoyer, Bernard Front Psychiatry Psychiatry Parameters of water diffusion in white matter derived from diffusion-weighted imaging (DWI), such as fractional anisotropy (FA), mean, axial, and radial diffusivity (MD, AD, and RD), and more recently, peak width of skeletonized mean diffusivity (PSMD), have been proposed as potential markers of normal and pathological brain ageing. However, their relative evolution over the entire adult lifespan in healthy individuals remains partly unknown during early and late adulthood, and particularly for the PSMD index. Here, we gathered and analyzed cross-sectional diffusion tensor imaging (DTI) data from 10 population-based cohort studies in order to establish the time course of white matter water diffusion phenotypes from post-adolescence to late adulthood. DTI data were obtained from a total of 20,005 individuals aged 18.1 to 92.6 years and analyzed with the same pipeline for computing skeletonized DTI metrics from DTI maps. For each individual, MD, AD, RD, and FA mean values were computed over their FA volume skeleton, PSMD being calculated as the 90% peak width of the MD values distribution across the FA skeleton. Mean values of each DTI metric were found to strongly vary across cohorts, most likely due to major differences in DWI acquisition protocols as well as pre-processing and DTI model fitting. However, age effects on each DTI metric were found to be highly consistent across cohorts. RD, MD, and AD variations with age exhibited the same U-shape pattern, first slowly decreasing during post-adolescence until the age of 30, 40, and 50 years, respectively, then progressively increasing until late life. FA showed a reverse profile, initially increasing then continuously decreasing, slowly until the 70s, then sharply declining thereafter. By contrast, PSMD constantly increased, first slowly until the 60s, then more sharply. These results demonstrate that, in the general population, age affects PSMD in a manner different from that of other DTI metrics. The constant increase in PSMD throughout the entire adult life, including during post-adolescence, indicates that PSMD could be an early marker of the ageing process. Frontiers Media S.A. 2020-05-04 /pmc/articles/PMC7212692/ /pubmed/32425831 http://dx.doi.org/10.3389/fpsyt.2020.00342 Text en Copyright © 2020 Beaudet, Tsuchida, Petit, Tzourio, Caspers, Schreiber, Pausova, Patel, Paus, Schmidt, Pirpamer, Sachdev, Brodaty, Kochan, Trollor, Wen, Armstrong, Deary, Bastin, Wardlaw, Munõz Maniega, Witte, Villringer, Duering, Debette and Mazoyer http://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 | Psychiatry Beaudet, Grégory Tsuchida, Ami Petit, Laurent Tzourio, Christophe Caspers, Svenja Schreiber, Jan Pausova, Zdenka Patel, Yash Paus, Tomas Schmidt, Reinhold Pirpamer, Lukas Sachdev, Perminder S. Brodaty, Henry Kochan, Nicole Trollor, Julian Wen, Wei Armstrong, Nicola J. Deary, Ian J. Bastin, Mark E. Wardlaw, Joanna M. Munõz Maniega, Susana Witte, A. Veronica Villringer, Arno Duering, Marco Debette, Stéphanie Mazoyer, Bernard Age-Related Changes of Peak Width Skeletonized Mean Diffusivity (PSMD) Across the Adult Lifespan: A Multi-Cohort Study |
title | Age-Related Changes of Peak Width Skeletonized Mean Diffusivity (PSMD) Across the Adult Lifespan: A Multi-Cohort Study |
title_full | Age-Related Changes of Peak Width Skeletonized Mean Diffusivity (PSMD) Across the Adult Lifespan: A Multi-Cohort Study |
title_fullStr | Age-Related Changes of Peak Width Skeletonized Mean Diffusivity (PSMD) Across the Adult Lifespan: A Multi-Cohort Study |
title_full_unstemmed | Age-Related Changes of Peak Width Skeletonized Mean Diffusivity (PSMD) Across the Adult Lifespan: A Multi-Cohort Study |
title_short | Age-Related Changes of Peak Width Skeletonized Mean Diffusivity (PSMD) Across the Adult Lifespan: A Multi-Cohort Study |
title_sort | age-related changes of peak width skeletonized mean diffusivity (psmd) across the adult lifespan: a multi-cohort study |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7212692/ https://www.ncbi.nlm.nih.gov/pubmed/32425831 http://dx.doi.org/10.3389/fpsyt.2020.00342 |
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