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...

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Main Authors: Aurina Arnatkevic̆iūtė, Ben D Fulcher, Roger Pocock, Alex Fornito
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-02-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1005989
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spelling doaj-97fa2e2a8c0843f396f147e1941ebeac2021-06-19T05:32:04ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582018-02-01142e100598910.1371/journal.pcbi.1005989Hub connectivity, neuronal diversity, and gene expression in the Caenorhabditis elegans connectome.Aurina Arnatkevic̆iūtėBen D FulcherRoger PocockAlex FornitoStudies 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.https://doi.org/10.1371/journal.pcbi.1005989
collection DOAJ
language English
format Article
sources DOAJ
author Aurina Arnatkevic̆iūtė
Ben D Fulcher
Roger Pocock
Alex Fornito
spellingShingle Aurina Arnatkevic̆iūtė
Ben D Fulcher
Roger Pocock
Alex Fornito
Hub connectivity, neuronal diversity, and gene expression in the Caenorhabditis elegans connectome.
PLoS Computational Biology
author_facet Aurina Arnatkevic̆iūtė
Ben D Fulcher
Roger Pocock
Alex Fornito
author_sort Aurina Arnatkevic̆iūtė
title 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_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_sort hub connectivity, neuronal diversity, and gene expression in the caenorhabditis elegans connectome.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2018-02-01
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.
url https://doi.org/10.1371/journal.pcbi.1005989
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