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Persistent metabolic youth in the aging female brain

Sex differences influence brain morphology and physiology during both development and aging. Here we apply a machine learning algorithm to a multiparametric brain PET imaging dataset acquired in a cohort of 20- to 82-year-old, cognitively normal adults (n = 205) to define their metabolic brain age....

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Autores principales: Goyal, Manu S., Blazey, Tyler M., Su, Yi, Couture, Lars E., Durbin, Tony J., Bateman, Randall J., Benzinger, Tammie L.-S., Morris, John C., Raichle, Marcus E., Vlassenko, Andrei G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6386682/
https://www.ncbi.nlm.nih.gov/pubmed/30718410
http://dx.doi.org/10.1073/pnas.1815917116
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author Goyal, Manu S.
Blazey, Tyler M.
Su, Yi
Couture, Lars E.
Durbin, Tony J.
Bateman, Randall J.
Benzinger, Tammie L.-S.
Morris, John C.
Raichle, Marcus E.
Vlassenko, Andrei G.
author_facet Goyal, Manu S.
Blazey, Tyler M.
Su, Yi
Couture, Lars E.
Durbin, Tony J.
Bateman, Randall J.
Benzinger, Tammie L.-S.
Morris, John C.
Raichle, Marcus E.
Vlassenko, Andrei G.
author_sort Goyal, Manu S.
collection PubMed
description Sex differences influence brain morphology and physiology during both development and aging. Here we apply a machine learning algorithm to a multiparametric brain PET imaging dataset acquired in a cohort of 20- to 82-year-old, cognitively normal adults (n = 205) to define their metabolic brain age. We find that throughout the adult life span the female brain has a persistently lower metabolic brain age—relative to their chronological age—compared with the male brain. The persistence of relatively younger metabolic brain age in females throughout adulthood suggests that development might in part influence sex differences in brain aging. Our results also demonstrate that trajectories of natural brain aging vary significantly among individuals and provide a method to measure this.
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spelling pubmed-63866822019-02-26 Persistent metabolic youth in the aging female brain Goyal, Manu S. Blazey, Tyler M. Su, Yi Couture, Lars E. Durbin, Tony J. Bateman, Randall J. Benzinger, Tammie L.-S. Morris, John C. Raichle, Marcus E. Vlassenko, Andrei G. Proc Natl Acad Sci U S A Biological Sciences Sex differences influence brain morphology and physiology during both development and aging. Here we apply a machine learning algorithm to a multiparametric brain PET imaging dataset acquired in a cohort of 20- to 82-year-old, cognitively normal adults (n = 205) to define their metabolic brain age. We find that throughout the adult life span the female brain has a persistently lower metabolic brain age—relative to their chronological age—compared with the male brain. The persistence of relatively younger metabolic brain age in females throughout adulthood suggests that development might in part influence sex differences in brain aging. Our results also demonstrate that trajectories of natural brain aging vary significantly among individuals and provide a method to measure this. National Academy of Sciences 2019-02-19 2019-02-04 /pmc/articles/PMC6386682/ /pubmed/30718410 http://dx.doi.org/10.1073/pnas.1815917116 Text en Copyright © 2019 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Biological Sciences
Goyal, Manu S.
Blazey, Tyler M.
Su, Yi
Couture, Lars E.
Durbin, Tony J.
Bateman, Randall J.
Benzinger, Tammie L.-S.
Morris, John C.
Raichle, Marcus E.
Vlassenko, Andrei G.
Persistent metabolic youth in the aging female brain
title Persistent metabolic youth in the aging female brain
title_full Persistent metabolic youth in the aging female brain
title_fullStr Persistent metabolic youth in the aging female brain
title_full_unstemmed Persistent metabolic youth in the aging female brain
title_short Persistent metabolic youth in the aging female brain
title_sort persistent metabolic youth in the aging female brain
topic Biological Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6386682/
https://www.ncbi.nlm.nih.gov/pubmed/30718410
http://dx.doi.org/10.1073/pnas.1815917116
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