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Vulnerability-Based Critical Neurons, Synapses, and Pathways in the Caenorhabditis elegans Connectome

Determining the fundamental architectural design of complex nervous systems will lead to significant medical and technological advances. Yet it remains unclear how nervous systems evolved highly efficient networks with near optimal sharing of pathways that yet produce multiple distinct behaviors to...

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Detalles Bibliográficos
Autores principales: Kim, Seongkyun, Kim, Hyoungkyu, Kralik, Jerald D., Jeong, Jaeseung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4991803/
https://www.ncbi.nlm.nih.gov/pubmed/27540747
http://dx.doi.org/10.1371/journal.pcbi.1005084
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author Kim, Seongkyun
Kim, Hyoungkyu
Kralik, Jerald D.
Jeong, Jaeseung
author_facet Kim, Seongkyun
Kim, Hyoungkyu
Kralik, Jerald D.
Jeong, Jaeseung
author_sort Kim, Seongkyun
collection PubMed
description Determining the fundamental architectural design of complex nervous systems will lead to significant medical and technological advances. Yet it remains unclear how nervous systems evolved highly efficient networks with near optimal sharing of pathways that yet produce multiple distinct behaviors to reach the organism’s goals. To determine this, the nematode roundworm Caenorhabditis elegans is an attractive model system. Progress has been made in delineating the behavioral circuits of the C. elegans, however, many details are unclear, including the specific functions of every neuron and synapse, as well as the extent the behavioral circuits are separate and parallel versus integrative and serial. Network analysis provides a normative approach to help specify the network design. We investigated the vulnerability of the Caenorhabditis elegans connectome by performing computational experiments that (a) “attacked” 279 individual neurons and 2,990 weighted synaptic connections (composed of 6,393 chemical synapses and 890 electrical junctions) and (b) quantified the effects of each removal on global network properties that influence information processing. The analysis identified 12 critical neurons and 29 critical synapses for establishing fundamental network properties. These critical constituents were found to be control elements—i.e., those with the most influence over multiple underlying pathways. Additionally, the critical synapses formed into circuit-level pathways. These emergent pathways provide evidence for (a) the importance of backward locomotion, avoidance behavior, and social feeding behavior to the organism; (b) the potential roles of specific neurons whose functions have been unclear; and (c) both parallel and serial design elements in the connectome—i.e., specific evidence for a mixed architectural design.
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spelling pubmed-49918032016-09-12 Vulnerability-Based Critical Neurons, Synapses, and Pathways in the Caenorhabditis elegans Connectome Kim, Seongkyun Kim, Hyoungkyu Kralik, Jerald D. Jeong, Jaeseung PLoS Comput Biol Research Article Determining the fundamental architectural design of complex nervous systems will lead to significant medical and technological advances. Yet it remains unclear how nervous systems evolved highly efficient networks with near optimal sharing of pathways that yet produce multiple distinct behaviors to reach the organism’s goals. To determine this, the nematode roundworm Caenorhabditis elegans is an attractive model system. Progress has been made in delineating the behavioral circuits of the C. elegans, however, many details are unclear, including the specific functions of every neuron and synapse, as well as the extent the behavioral circuits are separate and parallel versus integrative and serial. Network analysis provides a normative approach to help specify the network design. We investigated the vulnerability of the Caenorhabditis elegans connectome by performing computational experiments that (a) “attacked” 279 individual neurons and 2,990 weighted synaptic connections (composed of 6,393 chemical synapses and 890 electrical junctions) and (b) quantified the effects of each removal on global network properties that influence information processing. The analysis identified 12 critical neurons and 29 critical synapses for establishing fundamental network properties. These critical constituents were found to be control elements—i.e., those with the most influence over multiple underlying pathways. Additionally, the critical synapses formed into circuit-level pathways. These emergent pathways provide evidence for (a) the importance of backward locomotion, avoidance behavior, and social feeding behavior to the organism; (b) the potential roles of specific neurons whose functions have been unclear; and (c) both parallel and serial design elements in the connectome—i.e., specific evidence for a mixed architectural design. Public Library of Science 2016-08-19 /pmc/articles/PMC4991803/ /pubmed/27540747 http://dx.doi.org/10.1371/journal.pcbi.1005084 Text en © 2016 Kim et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Kim, Seongkyun
Kim, Hyoungkyu
Kralik, Jerald D.
Jeong, Jaeseung
Vulnerability-Based Critical Neurons, Synapses, and Pathways in the Caenorhabditis elegans Connectome
title Vulnerability-Based Critical Neurons, Synapses, and Pathways in the Caenorhabditis elegans Connectome
title_full Vulnerability-Based Critical Neurons, Synapses, and Pathways in the Caenorhabditis elegans Connectome
title_fullStr Vulnerability-Based Critical Neurons, Synapses, and Pathways in the Caenorhabditis elegans Connectome
title_full_unstemmed Vulnerability-Based Critical Neurons, Synapses, and Pathways in the Caenorhabditis elegans Connectome
title_short Vulnerability-Based Critical Neurons, Synapses, and Pathways in the Caenorhabditis elegans Connectome
title_sort vulnerability-based critical neurons, synapses, and pathways in the caenorhabditis elegans connectome
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4991803/
https://www.ncbi.nlm.nih.gov/pubmed/27540747
http://dx.doi.org/10.1371/journal.pcbi.1005084
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