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Brain dynamics: the temporal variability of connectivity, and differences in schizophrenia and ADHD

We describe advances in the understanding of brain dynamics that are important for understanding the operation of the cerebral cortex in health and disease. In data from 1017 participants from the Human Connectome Project, we show that early visual and connected areas have low temporal variability o...

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Autores principales: Rolls, Edmund T., Cheng, Wei, Feng, Jianfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7820440/
https://www.ncbi.nlm.nih.gov/pubmed/33479201
http://dx.doi.org/10.1038/s41398-021-01197-x
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author Rolls, Edmund T.
Cheng, Wei
Feng, Jianfeng
author_facet Rolls, Edmund T.
Cheng, Wei
Feng, Jianfeng
author_sort Rolls, Edmund T.
collection PubMed
description We describe advances in the understanding of brain dynamics that are important for understanding the operation of the cerebral cortex in health and disease. In data from 1017 participants from the Human Connectome Project, we show that early visual and connected areas have low temporal variability of their functional connectivity. We show that a low temporal variability of the connectivity of cortical areas is related to high mean functional connectivity between those areas, and provide an account of how these dynamics arise. We then investigate how these concepts help to understand brain dynamics in mental disorders. We find that in both first episode and long-term schizophrenia, reduced functional connectivity of early visual and related temporal cortex areas is associated with increased temporal variability of the functional connectivity, consistent with decreased stability of attractor networks related to sensory processing. In ADHD, we find these functional connectivities are increased and their temporal variability is decreased, and relate this to increased engagement with visual sensory input as manifest in high screen time usage in ADHD. We further show that these differences in the dynamics of the cortex in schizophrenia, and ADHD can be related to differences in the functional connectivity of the specific sensory vs. association thalamic nuclei. These discoveries help to advance our understanding of cortical operation in health, and in some mental disorders.
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spelling pubmed-78204402021-01-29 Brain dynamics: the temporal variability of connectivity, and differences in schizophrenia and ADHD Rolls, Edmund T. Cheng, Wei Feng, Jianfeng Transl Psychiatry Article We describe advances in the understanding of brain dynamics that are important for understanding the operation of the cerebral cortex in health and disease. In data from 1017 participants from the Human Connectome Project, we show that early visual and connected areas have low temporal variability of their functional connectivity. We show that a low temporal variability of the connectivity of cortical areas is related to high mean functional connectivity between those areas, and provide an account of how these dynamics arise. We then investigate how these concepts help to understand brain dynamics in mental disorders. We find that in both first episode and long-term schizophrenia, reduced functional connectivity of early visual and related temporal cortex areas is associated with increased temporal variability of the functional connectivity, consistent with decreased stability of attractor networks related to sensory processing. In ADHD, we find these functional connectivities are increased and their temporal variability is decreased, and relate this to increased engagement with visual sensory input as manifest in high screen time usage in ADHD. We further show that these differences in the dynamics of the cortex in schizophrenia, and ADHD can be related to differences in the functional connectivity of the specific sensory vs. association thalamic nuclei. These discoveries help to advance our understanding of cortical operation in health, and in some mental disorders. Nature Publishing Group UK 2021-01-21 /pmc/articles/PMC7820440/ /pubmed/33479201 http://dx.doi.org/10.1038/s41398-021-01197-x Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Rolls, Edmund T.
Cheng, Wei
Feng, Jianfeng
Brain dynamics: the temporal variability of connectivity, and differences in schizophrenia and ADHD
title Brain dynamics: the temporal variability of connectivity, and differences in schizophrenia and ADHD
title_full Brain dynamics: the temporal variability of connectivity, and differences in schizophrenia and ADHD
title_fullStr Brain dynamics: the temporal variability of connectivity, and differences in schizophrenia and ADHD
title_full_unstemmed Brain dynamics: the temporal variability of connectivity, and differences in schizophrenia and ADHD
title_short Brain dynamics: the temporal variability of connectivity, and differences in schizophrenia and ADHD
title_sort brain dynamics: the temporal variability of connectivity, and differences in schizophrenia and adhd
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7820440/
https://www.ncbi.nlm.nih.gov/pubmed/33479201
http://dx.doi.org/10.1038/s41398-021-01197-x
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