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The Brain Matures with Stronger Functional Connectivity and Decreased Randomness of Its Network

We investigated the development of the brain's functional connectivity throughout the life span (ages 5 through 71 years) by measuring EEG activity in a large population-based sample. Connectivity was established with Synchronization Likelihood. Relative randomness of the connectivity patterns...

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Autores principales: Smit, Dirk J. A., Boersma, Maria, Schnack, Hugo G., Micheloyannis, Sifis, Boomsma, Dorret I., Hulshoff Pol, Hilleke E., Stam, Cornelis J., de Geus, Eco J. C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3352942/
https://www.ncbi.nlm.nih.gov/pubmed/22615837
http://dx.doi.org/10.1371/journal.pone.0036896
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author Smit, Dirk J. A.
Boersma, Maria
Schnack, Hugo G.
Micheloyannis, Sifis
Boomsma, Dorret I.
Hulshoff Pol, Hilleke E.
Stam, Cornelis J.
de Geus, Eco J. C.
author_facet Smit, Dirk J. A.
Boersma, Maria
Schnack, Hugo G.
Micheloyannis, Sifis
Boomsma, Dorret I.
Hulshoff Pol, Hilleke E.
Stam, Cornelis J.
de Geus, Eco J. C.
author_sort Smit, Dirk J. A.
collection PubMed
description We investigated the development of the brain's functional connectivity throughout the life span (ages 5 through 71 years) by measuring EEG activity in a large population-based sample. Connectivity was established with Synchronization Likelihood. Relative randomness of the connectivity patterns was established with Watts and Strogatz' (1998) graph parameters C (local clustering) and L (global path length) for alpha (∼10 Hz), beta (∼20 Hz), and theta (∼4 Hz) oscillation networks. From childhood to adolescence large increases in connectivity in alpha, theta and beta frequency bands were found that continued at a slower pace into adulthood (peaking at ∼50 yrs). Connectivity changes were accompanied by increases in L and C reflecting decreases in network randomness or increased order (peak levels reached at ∼18 yrs). Older age (55+) was associated with weakened connectivity. Semi-automatically segmented T1 weighted MRI images of 104 young adults revealed that connectivity was significantly correlated to cerebral white matter volume (alpha oscillations: r = 33, p<01; theta: r = 22, p<05), while path length was related to both white matter (alpha: max. r = 38, p<001) and gray matter (alpha: max. r = 36, p<001; theta: max. r = 36, p<001) volumes. In conclusion, EEG connectivity and graph theoretical network analysis may be used to trace structural and functional development of the brain.
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spelling pubmed-33529422012-05-21 The Brain Matures with Stronger Functional Connectivity and Decreased Randomness of Its Network Smit, Dirk J. A. Boersma, Maria Schnack, Hugo G. Micheloyannis, Sifis Boomsma, Dorret I. Hulshoff Pol, Hilleke E. Stam, Cornelis J. de Geus, Eco J. C. PLoS One Research Article We investigated the development of the brain's functional connectivity throughout the life span (ages 5 through 71 years) by measuring EEG activity in a large population-based sample. Connectivity was established with Synchronization Likelihood. Relative randomness of the connectivity patterns was established with Watts and Strogatz' (1998) graph parameters C (local clustering) and L (global path length) for alpha (∼10 Hz), beta (∼20 Hz), and theta (∼4 Hz) oscillation networks. From childhood to adolescence large increases in connectivity in alpha, theta and beta frequency bands were found that continued at a slower pace into adulthood (peaking at ∼50 yrs). Connectivity changes were accompanied by increases in L and C reflecting decreases in network randomness or increased order (peak levels reached at ∼18 yrs). Older age (55+) was associated with weakened connectivity. Semi-automatically segmented T1 weighted MRI images of 104 young adults revealed that connectivity was significantly correlated to cerebral white matter volume (alpha oscillations: r = 33, p<01; theta: r = 22, p<05), while path length was related to both white matter (alpha: max. r = 38, p<001) and gray matter (alpha: max. r = 36, p<001; theta: max. r = 36, p<001) volumes. In conclusion, EEG connectivity and graph theoretical network analysis may be used to trace structural and functional development of the brain. Public Library of Science 2012-05-15 /pmc/articles/PMC3352942/ /pubmed/22615837 http://dx.doi.org/10.1371/journal.pone.0036896 Text en Smit et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Smit, Dirk J. A.
Boersma, Maria
Schnack, Hugo G.
Micheloyannis, Sifis
Boomsma, Dorret I.
Hulshoff Pol, Hilleke E.
Stam, Cornelis J.
de Geus, Eco J. C.
The Brain Matures with Stronger Functional Connectivity and Decreased Randomness of Its Network
title The Brain Matures with Stronger Functional Connectivity and Decreased Randomness of Its Network
title_full The Brain Matures with Stronger Functional Connectivity and Decreased Randomness of Its Network
title_fullStr The Brain Matures with Stronger Functional Connectivity and Decreased Randomness of Its Network
title_full_unstemmed The Brain Matures with Stronger Functional Connectivity and Decreased Randomness of Its Network
title_short The Brain Matures with Stronger Functional Connectivity and Decreased Randomness of Its Network
title_sort brain matures with stronger functional connectivity and decreased randomness of its network
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3352942/
https://www.ncbi.nlm.nih.gov/pubmed/22615837
http://dx.doi.org/10.1371/journal.pone.0036896
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