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Gene expression atlas of a developing tissue by single cell expression correlation analysis

The Drosophila wing disc has been a fundamental model system for the discovery of key signaling pathways and for our understanding of developmental processes. However, a complete map of gene expression in this tissue is lacking. To obtain a complete gene expression atlas in the wing disc, we employe...

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Autores principales: Bageritz, Josephine, Willnow, Philipp, Valentini, Erica, Leible, Svenja, Boutros, Michael, Teleman, Aurelio A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6675608/
https://www.ncbi.nlm.nih.gov/pubmed/31363221
http://dx.doi.org/10.1038/s41592-019-0492-x
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author Bageritz, Josephine
Willnow, Philipp
Valentini, Erica
Leible, Svenja
Boutros, Michael
Teleman, Aurelio A.
author_facet Bageritz, Josephine
Willnow, Philipp
Valentini, Erica
Leible, Svenja
Boutros, Michael
Teleman, Aurelio A.
author_sort Bageritz, Josephine
collection PubMed
description The Drosophila wing disc has been a fundamental model system for the discovery of key signaling pathways and for our understanding of developmental processes. However, a complete map of gene expression in this tissue is lacking. To obtain a complete gene expression atlas in the wing disc, we employed single-cell sequencing (scRNA-seq) and developed a new method for analyzing scRNA-seq data based on gene expression correlations rather than cell mapping. This enables us to compute expression maps for all detected genes in the wing disc and to discover 824 genes with spatially restricted expression patterns. This approach identifies both known and new clusters of genes with similar expression patterns and functional relevance. As proof of concept, we characterize the previously unstudied gene CG5151 and show that it regulates Wnt signaling. This novel method will enable the leveraging of scRNA-seq data for generating expression atlases of undifferentiated tissues during development.
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spelling pubmed-66756082020-01-29 Gene expression atlas of a developing tissue by single cell expression correlation analysis Bageritz, Josephine Willnow, Philipp Valentini, Erica Leible, Svenja Boutros, Michael Teleman, Aurelio A. Nat Methods Article The Drosophila wing disc has been a fundamental model system for the discovery of key signaling pathways and for our understanding of developmental processes. However, a complete map of gene expression in this tissue is lacking. To obtain a complete gene expression atlas in the wing disc, we employed single-cell sequencing (scRNA-seq) and developed a new method for analyzing scRNA-seq data based on gene expression correlations rather than cell mapping. This enables us to compute expression maps for all detected genes in the wing disc and to discover 824 genes with spatially restricted expression patterns. This approach identifies both known and new clusters of genes with similar expression patterns and functional relevance. As proof of concept, we characterize the previously unstudied gene CG5151 and show that it regulates Wnt signaling. This novel method will enable the leveraging of scRNA-seq data for generating expression atlases of undifferentiated tissues during development. 2019-06-17 2019-07-29 /pmc/articles/PMC6675608/ /pubmed/31363221 http://dx.doi.org/10.1038/s41592-019-0492-x Text en http://www.nature.com/authors/editorial_policies/license.html#terms Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Bageritz, Josephine
Willnow, Philipp
Valentini, Erica
Leible, Svenja
Boutros, Michael
Teleman, Aurelio A.
Gene expression atlas of a developing tissue by single cell expression correlation analysis
title Gene expression atlas of a developing tissue by single cell expression correlation analysis
title_full Gene expression atlas of a developing tissue by single cell expression correlation analysis
title_fullStr Gene expression atlas of a developing tissue by single cell expression correlation analysis
title_full_unstemmed Gene expression atlas of a developing tissue by single cell expression correlation analysis
title_short Gene expression atlas of a developing tissue by single cell expression correlation analysis
title_sort gene expression atlas of a developing tissue by single cell expression correlation analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6675608/
https://www.ncbi.nlm.nih.gov/pubmed/31363221
http://dx.doi.org/10.1038/s41592-019-0492-x
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