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The Virtual Mouse Brain: A Computational Neuroinformatics Platform to Study Whole Mouse Brain Dynamics

Connectome-based modeling of large-scale brain network dynamics enables causal in silico interrogation of the brain’s structure-function relationship, necessitating the close integration of diverse neuroinformatics fields. Here we extend the open-source simulation software The Virtual Brain (TVB) to...

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Autores principales: Melozzi, Francesca, Woodman, Marmaduke M., Jirsa, Viktor K., Bernard, Christophe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society for Neuroscience 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5489253/
https://www.ncbi.nlm.nih.gov/pubmed/28664183
http://dx.doi.org/10.1523/ENEURO.0111-17.2017
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author Melozzi, Francesca
Woodman, Marmaduke M.
Jirsa, Viktor K.
Bernard, Christophe
author_facet Melozzi, Francesca
Woodman, Marmaduke M.
Jirsa, Viktor K.
Bernard, Christophe
author_sort Melozzi, Francesca
collection PubMed
description Connectome-based modeling of large-scale brain network dynamics enables causal in silico interrogation of the brain’s structure-function relationship, necessitating the close integration of diverse neuroinformatics fields. Here we extend the open-source simulation software The Virtual Brain (TVB) to whole mouse brain network modeling based on individual diffusion magnetic resonance imaging (dMRI)-based or tracer-based detailed mouse connectomes. We provide practical examples on how to use The Virtual Mouse Brain (TVMB) to simulate brain activity, such as seizure propagation and the switching behavior of the resting state dynamics in health and disease. TVMB enables theoretically driven experimental planning and ways to test predictions in the numerous strains of mice available to study brain function in normal and pathological conditions.
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spelling pubmed-54892532017-06-29 The Virtual Mouse Brain: A Computational Neuroinformatics Platform to Study Whole Mouse Brain Dynamics Melozzi, Francesca Woodman, Marmaduke M. Jirsa, Viktor K. Bernard, Christophe eNeuro Methods/New Tools Connectome-based modeling of large-scale brain network dynamics enables causal in silico interrogation of the brain’s structure-function relationship, necessitating the close integration of diverse neuroinformatics fields. Here we extend the open-source simulation software The Virtual Brain (TVB) to whole mouse brain network modeling based on individual diffusion magnetic resonance imaging (dMRI)-based or tracer-based detailed mouse connectomes. We provide practical examples on how to use The Virtual Mouse Brain (TVMB) to simulate brain activity, such as seizure propagation and the switching behavior of the resting state dynamics in health and disease. TVMB enables theoretically driven experimental planning and ways to test predictions in the numerous strains of mice available to study brain function in normal and pathological conditions. Society for Neuroscience 2017-06-28 /pmc/articles/PMC5489253/ /pubmed/28664183 http://dx.doi.org/10.1523/ENEURO.0111-17.2017 Text en Copyright © 2017 Melozzi et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.
spellingShingle Methods/New Tools
Melozzi, Francesca
Woodman, Marmaduke M.
Jirsa, Viktor K.
Bernard, Christophe
The Virtual Mouse Brain: A Computational Neuroinformatics Platform to Study Whole Mouse Brain Dynamics
title The Virtual Mouse Brain: A Computational Neuroinformatics Platform to Study Whole Mouse Brain Dynamics
title_full The Virtual Mouse Brain: A Computational Neuroinformatics Platform to Study Whole Mouse Brain Dynamics
title_fullStr The Virtual Mouse Brain: A Computational Neuroinformatics Platform to Study Whole Mouse Brain Dynamics
title_full_unstemmed The Virtual Mouse Brain: A Computational Neuroinformatics Platform to Study Whole Mouse Brain Dynamics
title_short The Virtual Mouse Brain: A Computational Neuroinformatics Platform to Study Whole Mouse Brain Dynamics
title_sort virtual mouse brain: a computational neuroinformatics platform to study whole mouse brain dynamics
topic Methods/New Tools
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5489253/
https://www.ncbi.nlm.nih.gov/pubmed/28664183
http://dx.doi.org/10.1523/ENEURO.0111-17.2017
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