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Spatial and spectral trajectories in typical neurodevelopment from childhood to middle age

Detailed characterization of typical human neurodevelopment is key if we are to understand the nature of mental and neurological pathology. While research on the cellular processes of neurodevelopment has made great advances, in vivo human imaging is crucial to understand our uniquely human capabili...

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Autores principales: Hunt, Benjamin A. E., Wong, Simeon M., Vandewouw, Marlee M., Brookes, Matthew J., Dunkley, Benjamin T., Taylor, Margot J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MIT Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6444935/
https://www.ncbi.nlm.nih.gov/pubmed/30984904
http://dx.doi.org/10.1162/netn_a_00077
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author Hunt, Benjamin A. E.
Wong, Simeon M.
Vandewouw, Marlee M.
Brookes, Matthew J.
Dunkley, Benjamin T.
Taylor, Margot J.
author_facet Hunt, Benjamin A. E.
Wong, Simeon M.
Vandewouw, Marlee M.
Brookes, Matthew J.
Dunkley, Benjamin T.
Taylor, Margot J.
author_sort Hunt, Benjamin A. E.
collection PubMed
description Detailed characterization of typical human neurodevelopment is key if we are to understand the nature of mental and neurological pathology. While research on the cellular processes of neurodevelopment has made great advances, in vivo human imaging is crucial to understand our uniquely human capabilities, as well as the pathologies that affect them. Using magnetoencephalography data in the largest normative sample currently available (324 participants aged 6–45 years), we assess the developmental trajectory of resting-state oscillatory power and functional connectivity from childhood to middle age. The maturational course of power, indicative of local processing, was found to both increase and decrease in a spectrally dependent fashion. Using the strength of phase-synchrony between parcellated regions, we found significant linear and nonlinear (quadratic and logarithmic) trajectories to be characterized in a spatially heterogeneous frequency-specific manner, such as a superior frontal region with linear and nonlinear trajectories in theta and gamma band respectively. Assessment of global efficiency revealed similar significant nonlinear trajectories across all frequency bands. Our results link with the development of human cognitive abilities; they also highlight the complexity of neurodevelopment and provide quantitative parameters for replication and a robust footing from which clinical research may map pathological deviations from these typical trajectories.
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spelling pubmed-64449352019-04-12 Spatial and spectral trajectories in typical neurodevelopment from childhood to middle age Hunt, Benjamin A. E. Wong, Simeon M. Vandewouw, Marlee M. Brookes, Matthew J. Dunkley, Benjamin T. Taylor, Margot J. Netw Neurosci Research Articles Detailed characterization of typical human neurodevelopment is key if we are to understand the nature of mental and neurological pathology. While research on the cellular processes of neurodevelopment has made great advances, in vivo human imaging is crucial to understand our uniquely human capabilities, as well as the pathologies that affect them. Using magnetoencephalography data in the largest normative sample currently available (324 participants aged 6–45 years), we assess the developmental trajectory of resting-state oscillatory power and functional connectivity from childhood to middle age. The maturational course of power, indicative of local processing, was found to both increase and decrease in a spectrally dependent fashion. Using the strength of phase-synchrony between parcellated regions, we found significant linear and nonlinear (quadratic and logarithmic) trajectories to be characterized in a spatially heterogeneous frequency-specific manner, such as a superior frontal region with linear and nonlinear trajectories in theta and gamma band respectively. Assessment of global efficiency revealed similar significant nonlinear trajectories across all frequency bands. Our results link with the development of human cognitive abilities; they also highlight the complexity of neurodevelopment and provide quantitative parameters for replication and a robust footing from which clinical research may map pathological deviations from these typical trajectories. MIT Press 2019-03-01 /pmc/articles/PMC6444935/ /pubmed/30984904 http://dx.doi.org/10.1162/netn_a_00077 Text en © 2019 Massachusetts Institute of Technology This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. For a full description of the license, please visit https://creativecommons.org/licenses/by/4.0/legalcode.
spellingShingle Research Articles
Hunt, Benjamin A. E.
Wong, Simeon M.
Vandewouw, Marlee M.
Brookes, Matthew J.
Dunkley, Benjamin T.
Taylor, Margot J.
Spatial and spectral trajectories in typical neurodevelopment from childhood to middle age
title Spatial and spectral trajectories in typical neurodevelopment from childhood to middle age
title_full Spatial and spectral trajectories in typical neurodevelopment from childhood to middle age
title_fullStr Spatial and spectral trajectories in typical neurodevelopment from childhood to middle age
title_full_unstemmed Spatial and spectral trajectories in typical neurodevelopment from childhood to middle age
title_short Spatial and spectral trajectories in typical neurodevelopment from childhood to middle age
title_sort spatial and spectral trajectories in typical neurodevelopment from childhood to middle age
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6444935/
https://www.ncbi.nlm.nih.gov/pubmed/30984904
http://dx.doi.org/10.1162/netn_a_00077
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