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A simple generative model of the mouse mesoscale connectome

Recent technological advances now allow for the collection of vast data sets detailing the intricate neural connectivity patterns of various organisms. Oh et al. (2014) recently published the most complete description of the mouse mesoscale connectome acquired to date. Here we give an in-depth chara...

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Detalles Bibliográficos
Autores principales: Henriksen, Sid, Pang, Rich, Wronkiewicz, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4807721/
https://www.ncbi.nlm.nih.gov/pubmed/26978793
http://dx.doi.org/10.7554/eLife.12366
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author Henriksen, Sid
Pang, Rich
Wronkiewicz, Mark
author_facet Henriksen, Sid
Pang, Rich
Wronkiewicz, Mark
author_sort Henriksen, Sid
collection PubMed
description Recent technological advances now allow for the collection of vast data sets detailing the intricate neural connectivity patterns of various organisms. Oh et al. (2014) recently published the most complete description of the mouse mesoscale connectome acquired to date. Here we give an in-depth characterization of this connectome and propose a generative network model which utilizes two elemental organizational principles: proximal attachment ‒ outgoing connections are more likely to attach to nearby nodes than to distant ones, and source growth ‒ nodes with many outgoing connections are likely to form new outgoing connections. We show that this model captures essential principles governing network organization at the mesoscale level in the mouse brain and is consistent with biologically plausible developmental processes. DOI: http://dx.doi.org/10.7554/eLife.12366.001
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spelling pubmed-48077212016-03-28 A simple generative model of the mouse mesoscale connectome Henriksen, Sid Pang, Rich Wronkiewicz, Mark eLife Computational and Systems Biology Recent technological advances now allow for the collection of vast data sets detailing the intricate neural connectivity patterns of various organisms. Oh et al. (2014) recently published the most complete description of the mouse mesoscale connectome acquired to date. Here we give an in-depth characterization of this connectome and propose a generative network model which utilizes two elemental organizational principles: proximal attachment ‒ outgoing connections are more likely to attach to nearby nodes than to distant ones, and source growth ‒ nodes with many outgoing connections are likely to form new outgoing connections. We show that this model captures essential principles governing network organization at the mesoscale level in the mouse brain and is consistent with biologically plausible developmental processes. DOI: http://dx.doi.org/10.7554/eLife.12366.001 eLife Sciences Publications, Ltd 2016-03-15 /pmc/articles/PMC4807721/ /pubmed/26978793 http://dx.doi.org/10.7554/eLife.12366 Text en http://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication (http://creativecommons.org/publicdomain/zero/1.0/) .
spellingShingle Computational and Systems Biology
Henriksen, Sid
Pang, Rich
Wronkiewicz, Mark
A simple generative model of the mouse mesoscale connectome
title A simple generative model of the mouse mesoscale connectome
title_full A simple generative model of the mouse mesoscale connectome
title_fullStr A simple generative model of the mouse mesoscale connectome
title_full_unstemmed A simple generative model of the mouse mesoscale connectome
title_short A simple generative model of the mouse mesoscale connectome
title_sort simple generative model of the mouse mesoscale connectome
topic Computational and Systems Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4807721/
https://www.ncbi.nlm.nih.gov/pubmed/26978793
http://dx.doi.org/10.7554/eLife.12366
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