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Spontaneous electromagnetic induction promotes the formation of economical neuronal network structure via self-organization process
Developed through evolution, brain neural system self-organizes into an economical and dynamic network structure with the modulation of repetitive neuronal firing activities through synaptic plasticity. These highly variable electric activities inevitably produce a spontaneous magnetic field, which...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6609776/ https://www.ncbi.nlm.nih.gov/pubmed/31273270 http://dx.doi.org/10.1038/s41598-019-46104-z |
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author | Wang, Rong Fan, Yongchen Wu, Ying |
author_facet | Wang, Rong Fan, Yongchen Wu, Ying |
author_sort | Wang, Rong |
collection | PubMed |
description | Developed through evolution, brain neural system self-organizes into an economical and dynamic network structure with the modulation of repetitive neuronal firing activities through synaptic plasticity. These highly variable electric activities inevitably produce a spontaneous magnetic field, which also significantly modulates the dynamic neuronal behaviors in the brain. However, how this spontaneous electromagnetic induction affects the self-organization process and what is its role in the formation of an economical neuronal network still have not been reported. Here, we investigate the effects of spontaneous electromagnetic induction on the self-organization process and the topological properties of the self-organized neuronal network. We first find that spontaneous electromagnetic induction slows down the self-organization process of the neuronal network by decreasing the neuronal excitability. In addition, spontaneous electromagnetic induction can result in a more homogeneous directed-weighted network structure with lower causal relationship and less modularity which supports weaker neuronal synchronization. Furthermore, we show that spontaneous electromagnetic induction can reconfigure synaptic connections to optimize the economical connectivity pattern of self-organized neuronal networks, endowing it with enhanced local and global efficiency from the perspective of graph theory. Our results reveal the critical role of spontaneous electromagnetic induction in the formation of an economical self-organized neuronal network and are also helpful for understanding the evolution of the brain neural system. |
format | Online Article Text |
id | pubmed-6609776 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-66097762019-07-14 Spontaneous electromagnetic induction promotes the formation of economical neuronal network structure via self-organization process Wang, Rong Fan, Yongchen Wu, Ying Sci Rep Article Developed through evolution, brain neural system self-organizes into an economical and dynamic network structure with the modulation of repetitive neuronal firing activities through synaptic plasticity. These highly variable electric activities inevitably produce a spontaneous magnetic field, which also significantly modulates the dynamic neuronal behaviors in the brain. However, how this spontaneous electromagnetic induction affects the self-organization process and what is its role in the formation of an economical neuronal network still have not been reported. Here, we investigate the effects of spontaneous electromagnetic induction on the self-organization process and the topological properties of the self-organized neuronal network. We first find that spontaneous electromagnetic induction slows down the self-organization process of the neuronal network by decreasing the neuronal excitability. In addition, spontaneous electromagnetic induction can result in a more homogeneous directed-weighted network structure with lower causal relationship and less modularity which supports weaker neuronal synchronization. Furthermore, we show that spontaneous electromagnetic induction can reconfigure synaptic connections to optimize the economical connectivity pattern of self-organized neuronal networks, endowing it with enhanced local and global efficiency from the perspective of graph theory. Our results reveal the critical role of spontaneous electromagnetic induction in the formation of an economical self-organized neuronal network and are also helpful for understanding the evolution of the brain neural system. Nature Publishing Group UK 2019-07-04 /pmc/articles/PMC6609776/ /pubmed/31273270 http://dx.doi.org/10.1038/s41598-019-46104-z Text en © The Author(s) 2019 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 Wang, Rong Fan, Yongchen Wu, Ying Spontaneous electromagnetic induction promotes the formation of economical neuronal network structure via self-organization process |
title | Spontaneous electromagnetic induction promotes the formation of economical neuronal network structure via self-organization process |
title_full | Spontaneous electromagnetic induction promotes the formation of economical neuronal network structure via self-organization process |
title_fullStr | Spontaneous electromagnetic induction promotes the formation of economical neuronal network structure via self-organization process |
title_full_unstemmed | Spontaneous electromagnetic induction promotes the formation of economical neuronal network structure via self-organization process |
title_short | Spontaneous electromagnetic induction promotes the formation of economical neuronal network structure via self-organization process |
title_sort | spontaneous electromagnetic induction promotes the formation of economical neuronal network structure via self-organization process |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6609776/ https://www.ncbi.nlm.nih.gov/pubmed/31273270 http://dx.doi.org/10.1038/s41598-019-46104-z |
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