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Cognitive task information is transferred between brain regions via resting-state network topology

Resting-state network connectivity has been associated with a variety of cognitive abilities, yet it remains unclear how these connectivity properties might contribute to the neurocognitive computations underlying these abilities. We developed a new approach—information transfer mapping—to test the...

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Autores principales: Ito, Takuya, Kulkarni, Kaustubh R., Schultz, Douglas H., Mill, Ravi D., Chen, Richard H., Solomyak, Levi I., Cole, Michael W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5715061/
https://www.ncbi.nlm.nih.gov/pubmed/29044112
http://dx.doi.org/10.1038/s41467-017-01000-w
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author Ito, Takuya
Kulkarni, Kaustubh R.
Schultz, Douglas H.
Mill, Ravi D.
Chen, Richard H.
Solomyak, Levi I.
Cole, Michael W.
author_facet Ito, Takuya
Kulkarni, Kaustubh R.
Schultz, Douglas H.
Mill, Ravi D.
Chen, Richard H.
Solomyak, Levi I.
Cole, Michael W.
author_sort Ito, Takuya
collection PubMed
description Resting-state network connectivity has been associated with a variety of cognitive abilities, yet it remains unclear how these connectivity properties might contribute to the neurocognitive computations underlying these abilities. We developed a new approach—information transfer mapping—to test the hypothesis that resting-state functional network topology describes the computational mappings between brain regions that carry cognitive task information. Here, we report that the transfer of diverse, task-rule information in distributed brain regions can be predicted based on estimated activity flow through resting-state network connections. Further, we find that these task-rule information transfers are coordinated by global hub regions within cognitive control networks. Activity flow over resting-state connections thus provides a large-scale network mechanism for cognitive task information transfer and global information coordination in the human brain, demonstrating the cognitive relevance of resting-state network topology.
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spelling pubmed-57150612017-12-06 Cognitive task information is transferred between brain regions via resting-state network topology Ito, Takuya Kulkarni, Kaustubh R. Schultz, Douglas H. Mill, Ravi D. Chen, Richard H. Solomyak, Levi I. Cole, Michael W. Nat Commun Article Resting-state network connectivity has been associated with a variety of cognitive abilities, yet it remains unclear how these connectivity properties might contribute to the neurocognitive computations underlying these abilities. We developed a new approach—information transfer mapping—to test the hypothesis that resting-state functional network topology describes the computational mappings between brain regions that carry cognitive task information. Here, we report that the transfer of diverse, task-rule information in distributed brain regions can be predicted based on estimated activity flow through resting-state network connections. Further, we find that these task-rule information transfers are coordinated by global hub regions within cognitive control networks. Activity flow over resting-state connections thus provides a large-scale network mechanism for cognitive task information transfer and global information coordination in the human brain, demonstrating the cognitive relevance of resting-state network topology. Nature Publishing Group UK 2017-10-18 /pmc/articles/PMC5715061/ /pubmed/29044112 http://dx.doi.org/10.1038/s41467-017-01000-w Text en © The Author(s) 2017 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
Ito, Takuya
Kulkarni, Kaustubh R.
Schultz, Douglas H.
Mill, Ravi D.
Chen, Richard H.
Solomyak, Levi I.
Cole, Michael W.
Cognitive task information is transferred between brain regions via resting-state network topology
title Cognitive task information is transferred between brain regions via resting-state network topology
title_full Cognitive task information is transferred between brain regions via resting-state network topology
title_fullStr Cognitive task information is transferred between brain regions via resting-state network topology
title_full_unstemmed Cognitive task information is transferred between brain regions via resting-state network topology
title_short Cognitive task information is transferred between brain regions via resting-state network topology
title_sort cognitive task information is transferred between brain regions via resting-state network topology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5715061/
https://www.ncbi.nlm.nih.gov/pubmed/29044112
http://dx.doi.org/10.1038/s41467-017-01000-w
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