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Brain Morphometry and Cognitive Performance in Normal Brain Aging: Age- and Sex-Related Structural and Functional Changes

BACKGROUND: The human brain structure undergoes considerable changes throughout life. Cognitive function can be affected either negatively or positively. It is challenging to segregate normal brain aging from the accelerated one. OBJECTIVE: To work out a descriptive model of brain structural and fun...

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Autores principales: Statsenko, Yauhen, Habuza, Tetiana, Smetanina, Darya, Simiyu, Gillian Lylian, Uzianbaeva, Liaisan, Neidl-Van Gorkom, Klaus, Zaki, Nazar, Charykova, Inna, Al Koteesh, Jamal, Almansoori, Taleb M., Belghali, Maroua, Ljubisavljevic, Milos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8826453/
https://www.ncbi.nlm.nih.gov/pubmed/35153713
http://dx.doi.org/10.3389/fnagi.2021.713680
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author Statsenko, Yauhen
Habuza, Tetiana
Smetanina, Darya
Simiyu, Gillian Lylian
Uzianbaeva, Liaisan
Neidl-Van Gorkom, Klaus
Zaki, Nazar
Charykova, Inna
Al Koteesh, Jamal
Almansoori, Taleb M.
Belghali, Maroua
Ljubisavljevic, Milos
author_facet Statsenko, Yauhen
Habuza, Tetiana
Smetanina, Darya
Simiyu, Gillian Lylian
Uzianbaeva, Liaisan
Neidl-Van Gorkom, Klaus
Zaki, Nazar
Charykova, Inna
Al Koteesh, Jamal
Almansoori, Taleb M.
Belghali, Maroua
Ljubisavljevic, Milos
author_sort Statsenko, Yauhen
collection PubMed
description BACKGROUND: The human brain structure undergoes considerable changes throughout life. Cognitive function can be affected either negatively or positively. It is challenging to segregate normal brain aging from the accelerated one. OBJECTIVE: To work out a descriptive model of brain structural and functional changes in normal aging. MATERIALS AND METHODS: By using voxel-based morphometry and lesion segmentation along with linear statistics and machine learning (ML), we analyzed the structural changes in the major brain compartments and modeled the dynamics of neurofunctional performance throughout life. We studied sex differences in lifelong dynamics of brain volumetric data with Mann-Whitney U-test. We tested the hypothesis that performance in some cognitive domains might decline as a linear function of age while other domains might have a non-linear dependence on it. We compared the volumetric changes in the major brain compartments with the dynamics of psychophysiological performance in 4 age groups. Then, we tested linear models of structural and functional decline for significant differences between the slopes in age groups with the T-test. RESULTS: White matter hyperintensities (WMH) are not the major structural determinant of the brain normal aging. They should be viewed as signs of a disease. There is a sex difference in the speed and/or in the onset of the gray matter atrophy. It either starts earlier or goes faster in males. Marked sex difference in the proportion of total cerebrospinal fluid (CSF) and intraventricular CSF (iCSF) justifies that elderly men are more prone to age-related brain atrophy than women of the same age. CONCLUSION: The article gives an overview and description of the conceptual structural changes in the brain compartments. The obtained data justify distinct patterns of age-related changes in the cognitive functions. Cross-life slowing of decision-making may follow the linear tendency of enlargement of the interhemispheric fissure because the center of task switching and inhibitory control is allocated within the medial wall of the frontal cortex, and its atrophy accounts for the expansion of the fissure. Free online tool at https://med-predict.com illustrates the tests and study results.
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spelling pubmed-88264532022-02-10 Brain Morphometry and Cognitive Performance in Normal Brain Aging: Age- and Sex-Related Structural and Functional Changes Statsenko, Yauhen Habuza, Tetiana Smetanina, Darya Simiyu, Gillian Lylian Uzianbaeva, Liaisan Neidl-Van Gorkom, Klaus Zaki, Nazar Charykova, Inna Al Koteesh, Jamal Almansoori, Taleb M. Belghali, Maroua Ljubisavljevic, Milos Front Aging Neurosci Neuroscience BACKGROUND: The human brain structure undergoes considerable changes throughout life. Cognitive function can be affected either negatively or positively. It is challenging to segregate normal brain aging from the accelerated one. OBJECTIVE: To work out a descriptive model of brain structural and functional changes in normal aging. MATERIALS AND METHODS: By using voxel-based morphometry and lesion segmentation along with linear statistics and machine learning (ML), we analyzed the structural changes in the major brain compartments and modeled the dynamics of neurofunctional performance throughout life. We studied sex differences in lifelong dynamics of brain volumetric data with Mann-Whitney U-test. We tested the hypothesis that performance in some cognitive domains might decline as a linear function of age while other domains might have a non-linear dependence on it. We compared the volumetric changes in the major brain compartments with the dynamics of psychophysiological performance in 4 age groups. Then, we tested linear models of structural and functional decline for significant differences between the slopes in age groups with the T-test. RESULTS: White matter hyperintensities (WMH) are not the major structural determinant of the brain normal aging. They should be viewed as signs of a disease. There is a sex difference in the speed and/or in the onset of the gray matter atrophy. It either starts earlier or goes faster in males. Marked sex difference in the proportion of total cerebrospinal fluid (CSF) and intraventricular CSF (iCSF) justifies that elderly men are more prone to age-related brain atrophy than women of the same age. CONCLUSION: The article gives an overview and description of the conceptual structural changes in the brain compartments. The obtained data justify distinct patterns of age-related changes in the cognitive functions. Cross-life slowing of decision-making may follow the linear tendency of enlargement of the interhemispheric fissure because the center of task switching and inhibitory control is allocated within the medial wall of the frontal cortex, and its atrophy accounts for the expansion of the fissure. Free online tool at https://med-predict.com illustrates the tests and study results. Frontiers Media S.A. 2022-01-26 /pmc/articles/PMC8826453/ /pubmed/35153713 http://dx.doi.org/10.3389/fnagi.2021.713680 Text en Copyright © 2022 Statsenko, Habuza, Smetanina, Simiyu, Uzianbaeva, Neidl-Van Gorkom, Zaki, Charykova, Al Koteesh, Almansoori, Belghali and Ljubisavljevic. 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 Neuroscience
Statsenko, Yauhen
Habuza, Tetiana
Smetanina, Darya
Simiyu, Gillian Lylian
Uzianbaeva, Liaisan
Neidl-Van Gorkom, Klaus
Zaki, Nazar
Charykova, Inna
Al Koteesh, Jamal
Almansoori, Taleb M.
Belghali, Maroua
Ljubisavljevic, Milos
Brain Morphometry and Cognitive Performance in Normal Brain Aging: Age- and Sex-Related Structural and Functional Changes
title Brain Morphometry and Cognitive Performance in Normal Brain Aging: Age- and Sex-Related Structural and Functional Changes
title_full Brain Morphometry and Cognitive Performance in Normal Brain Aging: Age- and Sex-Related Structural and Functional Changes
title_fullStr Brain Morphometry and Cognitive Performance in Normal Brain Aging: Age- and Sex-Related Structural and Functional Changes
title_full_unstemmed Brain Morphometry and Cognitive Performance in Normal Brain Aging: Age- and Sex-Related Structural and Functional Changes
title_short Brain Morphometry and Cognitive Performance in Normal Brain Aging: Age- and Sex-Related Structural and Functional Changes
title_sort brain morphometry and cognitive performance in normal brain aging: age- and sex-related structural and functional changes
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8826453/
https://www.ncbi.nlm.nih.gov/pubmed/35153713
http://dx.doi.org/10.3389/fnagi.2021.713680
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