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Mesoscopic Organization Reveals the Constraints Governing Caenorhabditis elegans Nervous System

One of the biggest challenges in biology is to understand how activity at the cellular level of neurons, as a result of their mutual interactions, leads to the observed behavior of an organism responding to a variety of environmental stimuli. Investigating the intermediate or mesoscopic level of org...

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Detalles Bibliográficos
Autores principales: Pan, Raj Kumar, Chatterjee, Nivedita, Sinha, Sitabhra
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2825259/
https://www.ncbi.nlm.nih.gov/pubmed/20179757
http://dx.doi.org/10.1371/journal.pone.0009240
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author Pan, Raj Kumar
Chatterjee, Nivedita
Sinha, Sitabhra
author_facet Pan, Raj Kumar
Chatterjee, Nivedita
Sinha, Sitabhra
author_sort Pan, Raj Kumar
collection PubMed
description One of the biggest challenges in biology is to understand how activity at the cellular level of neurons, as a result of their mutual interactions, leads to the observed behavior of an organism responding to a variety of environmental stimuli. Investigating the intermediate or mesoscopic level of organization in the nervous system is a vital step towards understanding how the integration of micro-level dynamics results in macro-level functioning. The coordination of many different co-occurring processes at this level underlies the command and control of overall network activity. In this paper, we have considered the somatic nervous system of the nematode Caenorhabditis elegans, for which the entire neuronal connectivity diagram is known. We focus on the organization of the system into modules, i.e., neuronal groups having relatively higher connection density compared to that of the overall network. We show that this mesoscopic feature cannot be explained exclusively in terms of considerations such as, optimizing for resource constraints (viz., total wiring cost) and communication efficiency (i.e., network path length). Even including information about the genetic relatedness of the cells cannot account for the observed modular structure. Comparison with other complex networks designed for efficient transport (of signals or resources) implies that neuronal networks form a distinct class. This suggests that the principal function of the network, viz., processing of sensory information resulting in appropriate motor response, may be playing a vital role in determining the connection topology. Using modular spectral analysis we make explicit the intimate relation between function and structure in the nervous system. This is further brought out by identifying functionally critical neurons purely on the basis of patterns of intra- and inter-modular connections. Our study reveals how the design of the nervous system reflects several constraints, including its key functional role as a processor of information.
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spelling pubmed-28252592010-02-24 Mesoscopic Organization Reveals the Constraints Governing Caenorhabditis elegans Nervous System Pan, Raj Kumar Chatterjee, Nivedita Sinha, Sitabhra PLoS One Research Article One of the biggest challenges in biology is to understand how activity at the cellular level of neurons, as a result of their mutual interactions, leads to the observed behavior of an organism responding to a variety of environmental stimuli. Investigating the intermediate or mesoscopic level of organization in the nervous system is a vital step towards understanding how the integration of micro-level dynamics results in macro-level functioning. The coordination of many different co-occurring processes at this level underlies the command and control of overall network activity. In this paper, we have considered the somatic nervous system of the nematode Caenorhabditis elegans, for which the entire neuronal connectivity diagram is known. We focus on the organization of the system into modules, i.e., neuronal groups having relatively higher connection density compared to that of the overall network. We show that this mesoscopic feature cannot be explained exclusively in terms of considerations such as, optimizing for resource constraints (viz., total wiring cost) and communication efficiency (i.e., network path length). Even including information about the genetic relatedness of the cells cannot account for the observed modular structure. Comparison with other complex networks designed for efficient transport (of signals or resources) implies that neuronal networks form a distinct class. This suggests that the principal function of the network, viz., processing of sensory information resulting in appropriate motor response, may be playing a vital role in determining the connection topology. Using modular spectral analysis we make explicit the intimate relation between function and structure in the nervous system. This is further brought out by identifying functionally critical neurons purely on the basis of patterns of intra- and inter-modular connections. Our study reveals how the design of the nervous system reflects several constraints, including its key functional role as a processor of information. Public Library of Science 2010-02-22 /pmc/articles/PMC2825259/ /pubmed/20179757 http://dx.doi.org/10.1371/journal.pone.0009240 Text en Pan 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Pan, Raj Kumar
Chatterjee, Nivedita
Sinha, Sitabhra
Mesoscopic Organization Reveals the Constraints Governing Caenorhabditis elegans Nervous System
title Mesoscopic Organization Reveals the Constraints Governing Caenorhabditis elegans Nervous System
title_full Mesoscopic Organization Reveals the Constraints Governing Caenorhabditis elegans Nervous System
title_fullStr Mesoscopic Organization Reveals the Constraints Governing Caenorhabditis elegans Nervous System
title_full_unstemmed Mesoscopic Organization Reveals the Constraints Governing Caenorhabditis elegans Nervous System
title_short Mesoscopic Organization Reveals the Constraints Governing Caenorhabditis elegans Nervous System
title_sort mesoscopic organization reveals the constraints governing caenorhabditis elegans nervous system
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2825259/
https://www.ncbi.nlm.nih.gov/pubmed/20179757
http://dx.doi.org/10.1371/journal.pone.0009240
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