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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2019
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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. |
format | Online Article Text |
id | pubmed-6675608 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
record_format | MEDLINE/PubMed |
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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