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...
Autores principales: | , , , |
---|---|
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 |