Cargando…

Combining single-cell RNA-sequencing with a molecular atlas unveils new markers for Caenorhabditis elegans neuron classes

Single-cell RNA-sequencing (scRNA-seq) of the Caenorhabditis elegans nervous system offers the unique opportunity to obtain a partial expression profile for each neuron within a known connectome. Building on recent scRNA-seq data and on a molecular atlas describing the expression pattern of ∼800 gen...

Descripción completa

Detalles Bibliográficos
Autores principales: Lorenzo, Ramiro, Onizuka, Michiho, Defrance, Matthieu, Laurent, Patrick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7367206/
https://www.ncbi.nlm.nih.gov/pubmed/32542321
http://dx.doi.org/10.1093/nar/gkaa486
_version_ 1783560375624531968
author Lorenzo, Ramiro
Onizuka, Michiho
Defrance, Matthieu
Laurent, Patrick
author_facet Lorenzo, Ramiro
Onizuka, Michiho
Defrance, Matthieu
Laurent, Patrick
author_sort Lorenzo, Ramiro
collection PubMed
description Single-cell RNA-sequencing (scRNA-seq) of the Caenorhabditis elegans nervous system offers the unique opportunity to obtain a partial expression profile for each neuron within a known connectome. Building on recent scRNA-seq data and on a molecular atlas describing the expression pattern of ∼800 genes at the single cell resolution, we designed an iterative clustering analysis aiming to match each cell-cluster to the ∼100 anatomically defined neuron classes of C. elegans. This heuristic approach successfully assigned 97 of the 118 neuron classes to a cluster. Sixty two clusters were assigned to a single neuron class and 15 clusters grouped neuron classes sharing close molecular signatures. Pseudotime analysis revealed a maturation process occurring in some neurons (e.g. PDA) during the L2 stage. Based on the molecular profiles of all identified neurons, we predicted cell fate regulators and experimentally validated unc-86 for the normal differentiation of RMG neurons. Furthermore, we observed that different classes of genes functionally diversify sensory neurons, interneurons and motorneurons. Finally, we designed 15 new neuron class-specific promoters validated in vivo. Amongst them, 10 represent the only specific promoter reported to this day, expanding the list of neurons amenable to genetic manipulations.
format Online
Article
Text
id pubmed-7367206
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-73672062020-07-22 Combining single-cell RNA-sequencing with a molecular atlas unveils new markers for Caenorhabditis elegans neuron classes Lorenzo, Ramiro Onizuka, Michiho Defrance, Matthieu Laurent, Patrick Nucleic Acids Res Data Resources and Analyses Single-cell RNA-sequencing (scRNA-seq) of the Caenorhabditis elegans nervous system offers the unique opportunity to obtain a partial expression profile for each neuron within a known connectome. Building on recent scRNA-seq data and on a molecular atlas describing the expression pattern of ∼800 genes at the single cell resolution, we designed an iterative clustering analysis aiming to match each cell-cluster to the ∼100 anatomically defined neuron classes of C. elegans. This heuristic approach successfully assigned 97 of the 118 neuron classes to a cluster. Sixty two clusters were assigned to a single neuron class and 15 clusters grouped neuron classes sharing close molecular signatures. Pseudotime analysis revealed a maturation process occurring in some neurons (e.g. PDA) during the L2 stage. Based on the molecular profiles of all identified neurons, we predicted cell fate regulators and experimentally validated unc-86 for the normal differentiation of RMG neurons. Furthermore, we observed that different classes of genes functionally diversify sensory neurons, interneurons and motorneurons. Finally, we designed 15 new neuron class-specific promoters validated in vivo. Amongst them, 10 represent the only specific promoter reported to this day, expanding the list of neurons amenable to genetic manipulations. Oxford University Press 2020-07-27 2020-06-15 /pmc/articles/PMC7367206/ /pubmed/32542321 http://dx.doi.org/10.1093/nar/gkaa486 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Data Resources and Analyses
Lorenzo, Ramiro
Onizuka, Michiho
Defrance, Matthieu
Laurent, Patrick
Combining single-cell RNA-sequencing with a molecular atlas unveils new markers for Caenorhabditis elegans neuron classes
title Combining single-cell RNA-sequencing with a molecular atlas unveils new markers for Caenorhabditis elegans neuron classes
title_full Combining single-cell RNA-sequencing with a molecular atlas unveils new markers for Caenorhabditis elegans neuron classes
title_fullStr Combining single-cell RNA-sequencing with a molecular atlas unveils new markers for Caenorhabditis elegans neuron classes
title_full_unstemmed Combining single-cell RNA-sequencing with a molecular atlas unveils new markers for Caenorhabditis elegans neuron classes
title_short Combining single-cell RNA-sequencing with a molecular atlas unveils new markers for Caenorhabditis elegans neuron classes
title_sort combining single-cell rna-sequencing with a molecular atlas unveils new markers for caenorhabditis elegans neuron classes
topic Data Resources and Analyses
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7367206/
https://www.ncbi.nlm.nih.gov/pubmed/32542321
http://dx.doi.org/10.1093/nar/gkaa486
work_keys_str_mv AT lorenzoramiro combiningsinglecellrnasequencingwithamolecularatlasunveilsnewmarkersforcaenorhabditiselegansneuronclasses
AT onizukamichiho combiningsinglecellrnasequencingwithamolecularatlasunveilsnewmarkersforcaenorhabditiselegansneuronclasses
AT defrancematthieu combiningsinglecellrnasequencingwithamolecularatlasunveilsnewmarkersforcaenorhabditiselegansneuronclasses
AT laurentpatrick combiningsinglecellrnasequencingwithamolecularatlasunveilsnewmarkersforcaenorhabditiselegansneuronclasses