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Hub connectivity, neuronal diversity, and gene expression in the Caenorhabditis elegans connectome
Studies of nervous system connectivity, in a wide variety of species and at different scales of resolution, have identified several highly conserved motifs of network organization. One such motif is a heterogeneous distribution of connectivity across neural elements, such that some elements act as h...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5825174/ https://www.ncbi.nlm.nih.gov/pubmed/29432412 http://dx.doi.org/10.1371/journal.pcbi.1005989 |
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author | Arnatkevic̆iūtė, Aurina Fulcher, Ben D. Pocock, Roger Fornito, Alex |
author_facet | Arnatkevic̆iūtė, Aurina Fulcher, Ben D. Pocock, Roger Fornito, Alex |
author_sort | Arnatkevic̆iūtė, Aurina |
collection | PubMed |
description | Studies of nervous system connectivity, in a wide variety of species and at different scales of resolution, have identified several highly conserved motifs of network organization. One such motif is a heterogeneous distribution of connectivity across neural elements, such that some elements act as highly connected and functionally important network hubs. These brain network hubs are also densely interconnected, forming a so-called rich club. Recent work in mouse has identified a distinctive transcriptional signature of neural hubs, characterized by tightly coupled expression of oxidative metabolism genes, with similar genes characterizing macroscale inter-modular hub regions of the human cortex. Here, we sought to determine whether hubs of the neuronal C. elegans connectome also show tightly coupled gene expression. Using open data on the chemical and electrical connectivity of 279 C. elegans neurons, and binary gene expression data for each neuron across 948 genes, we computed a correlated gene expression score for each pair of neurons, providing a measure of their gene expression similarity. We demonstrate that connections between hub neurons are the most similar in their gene expression while connections between nonhubs are the least similar. Genes with the greatest contribution to this effect are involved in glutamatergic and cholinergic signaling, and other communication processes. We further show that coupled expression between hub neurons cannot be explained by their neuronal subtype (i.e., sensory, motor, or interneuron), separation distance, chemically secreted neurotransmitter, birth time, pairwise lineage distance, or their topological module affiliation. Instead, this coupling is intrinsically linked to the identity of most hubs as command interneurons, a specific class of interneurons that regulates locomotion. Our results suggest that neural hubs may possess a distinctive transcriptional signature, preserved across scales and species, that is related to the involvement of hubs in regulating the higher-order behaviors of a given organism. |
format | Online Article Text |
id | pubmed-5825174 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-58251742018-03-15 Hub connectivity, neuronal diversity, and gene expression in the Caenorhabditis elegans connectome Arnatkevic̆iūtė, Aurina Fulcher, Ben D. Pocock, Roger Fornito, Alex PLoS Comput Biol Research Article Studies of nervous system connectivity, in a wide variety of species and at different scales of resolution, have identified several highly conserved motifs of network organization. One such motif is a heterogeneous distribution of connectivity across neural elements, such that some elements act as highly connected and functionally important network hubs. These brain network hubs are also densely interconnected, forming a so-called rich club. Recent work in mouse has identified a distinctive transcriptional signature of neural hubs, characterized by tightly coupled expression of oxidative metabolism genes, with similar genes characterizing macroscale inter-modular hub regions of the human cortex. Here, we sought to determine whether hubs of the neuronal C. elegans connectome also show tightly coupled gene expression. Using open data on the chemical and electrical connectivity of 279 C. elegans neurons, and binary gene expression data for each neuron across 948 genes, we computed a correlated gene expression score for each pair of neurons, providing a measure of their gene expression similarity. We demonstrate that connections between hub neurons are the most similar in their gene expression while connections between nonhubs are the least similar. Genes with the greatest contribution to this effect are involved in glutamatergic and cholinergic signaling, and other communication processes. We further show that coupled expression between hub neurons cannot be explained by their neuronal subtype (i.e., sensory, motor, or interneuron), separation distance, chemically secreted neurotransmitter, birth time, pairwise lineage distance, or their topological module affiliation. Instead, this coupling is intrinsically linked to the identity of most hubs as command interneurons, a specific class of interneurons that regulates locomotion. Our results suggest that neural hubs may possess a distinctive transcriptional signature, preserved across scales and species, that is related to the involvement of hubs in regulating the higher-order behaviors of a given organism. Public Library of Science 2018-02-12 /pmc/articles/PMC5825174/ /pubmed/29432412 http://dx.doi.org/10.1371/journal.pcbi.1005989 Text en © 2018 Arnatkevic̆iūtė 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 Arnatkevic̆iūtė, Aurina Fulcher, Ben D. Pocock, Roger Fornito, Alex Hub connectivity, neuronal diversity, and gene expression in the Caenorhabditis elegans connectome |
title | Hub connectivity, neuronal diversity, and gene expression in the Caenorhabditis elegans connectome |
title_full | Hub connectivity, neuronal diversity, and gene expression in the Caenorhabditis elegans connectome |
title_fullStr | Hub connectivity, neuronal diversity, and gene expression in the Caenorhabditis elegans connectome |
title_full_unstemmed | Hub connectivity, neuronal diversity, and gene expression in the Caenorhabditis elegans connectome |
title_short | Hub connectivity, neuronal diversity, and gene expression in the Caenorhabditis elegans connectome |
title_sort | hub connectivity, neuronal diversity, and gene expression in the caenorhabditis elegans connectome |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5825174/ https://www.ncbi.nlm.nih.gov/pubmed/29432412 http://dx.doi.org/10.1371/journal.pcbi.1005989 |
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