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The cis-regulatory dynamics of embryonic development at single cell resolution

Understanding how gene regulatory networks control the progressive restriction of cell fates is a long-standing challenge. Recent advances in measuring single cell gene expression are providing new insights into lineage commitment. However, the regulatory events underlying these changes remain elusi...

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Autores principales: Cusanovich, Darren A., Reddington, James P., Garfield, David A., Daza, Riza, Aghamirzaie, Delasa, Marco-Ferreres, Raquel, Pliner, Hannah, Christiansen, Lena, Qiu, Xiaojie, Steemers, Frank J., Trapnell, Cole, Shendure, Jay, Furlong, Eileen E.M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5866720/
https://www.ncbi.nlm.nih.gov/pubmed/29539636
http://dx.doi.org/10.1038/nature25981
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author Cusanovich, Darren A.
Reddington, James P.
Garfield, David A.
Daza, Riza
Aghamirzaie, Delasa
Marco-Ferreres, Raquel
Pliner, Hannah
Christiansen, Lena
Qiu, Xiaojie
Steemers, Frank J.
Trapnell, Cole
Shendure, Jay
Furlong, Eileen E.M.
author_facet Cusanovich, Darren A.
Reddington, James P.
Garfield, David A.
Daza, Riza
Aghamirzaie, Delasa
Marco-Ferreres, Raquel
Pliner, Hannah
Christiansen, Lena
Qiu, Xiaojie
Steemers, Frank J.
Trapnell, Cole
Shendure, Jay
Furlong, Eileen E.M.
author_sort Cusanovich, Darren A.
collection PubMed
description Understanding how gene regulatory networks control the progressive restriction of cell fates is a long-standing challenge. Recent advances in measuring single cell gene expression are providing new insights into lineage commitment. However, the regulatory events underlying these changes remain elusive. Here we investigate the dynamics of chromatin regulatory landscapes during embryogenesis at single cell resolution. Using single cell combinatorial indexing assay for transposase accessible chromatin (sci-ATAC-seq)1, we profiled chromatin accessibility in over 20,000 single nuclei from fixed Drosophila embryos spanning three landmark embryonic stages: 2-4 hours (hrs) after egg laying (predominantly stage 5 blastoderm nuclei), when each embryo comprises ~6,000 multipotent cells; 6-8hrs (predominantly stage 10-11), to capture a midpoint in embryonic development when major lineages in the mesoderm and ectoderm are specified; and 10-12hrs (predominantly stage 13), when each of the embryo’s >20,000 cells are undergoing terminal differentiation. Our results reveal spatial heterogeneity in the usage of the regulatory genome prior to gastrulation, a feature that aligns with future cell fate, and nuclei can be temporally ordered along developmental trajectories. During mid-embryogenesis, tissue granularity emerges such that individual cell types can be inferred by their chromatin accessibility, while maintaining a signature of their germ layer of origin. The data reveal overlapping usage of regulatory elements between cells of the endoderm and non-myogenic mesoderm, suggesting a common developmental program reminiscent of the mesendoderm lineage in other species2–4. Altogether, we identify over 30,000 distal regulatory elements exhibiting tissue-specific accessibility. We validated the germ layer specificity of a subset of these predicted enhancers in transgenic embryos, achieving 90% accuracy. Overall, our results demonstrate the power of shotgun single cell profiling of embryos to resolve dynamic changes in the chromatin landscape during development, and to uncover the cis-regulatory programs of metazoan germ layers and cell types.
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spelling pubmed-58667202018-09-14 The cis-regulatory dynamics of embryonic development at single cell resolution Cusanovich, Darren A. Reddington, James P. Garfield, David A. Daza, Riza Aghamirzaie, Delasa Marco-Ferreres, Raquel Pliner, Hannah Christiansen, Lena Qiu, Xiaojie Steemers, Frank J. Trapnell, Cole Shendure, Jay Furlong, Eileen E.M. Nature Article Understanding how gene regulatory networks control the progressive restriction of cell fates is a long-standing challenge. Recent advances in measuring single cell gene expression are providing new insights into lineage commitment. However, the regulatory events underlying these changes remain elusive. Here we investigate the dynamics of chromatin regulatory landscapes during embryogenesis at single cell resolution. Using single cell combinatorial indexing assay for transposase accessible chromatin (sci-ATAC-seq)1, we profiled chromatin accessibility in over 20,000 single nuclei from fixed Drosophila embryos spanning three landmark embryonic stages: 2-4 hours (hrs) after egg laying (predominantly stage 5 blastoderm nuclei), when each embryo comprises ~6,000 multipotent cells; 6-8hrs (predominantly stage 10-11), to capture a midpoint in embryonic development when major lineages in the mesoderm and ectoderm are specified; and 10-12hrs (predominantly stage 13), when each of the embryo’s >20,000 cells are undergoing terminal differentiation. Our results reveal spatial heterogeneity in the usage of the regulatory genome prior to gastrulation, a feature that aligns with future cell fate, and nuclei can be temporally ordered along developmental trajectories. During mid-embryogenesis, tissue granularity emerges such that individual cell types can be inferred by their chromatin accessibility, while maintaining a signature of their germ layer of origin. The data reveal overlapping usage of regulatory elements between cells of the endoderm and non-myogenic mesoderm, suggesting a common developmental program reminiscent of the mesendoderm lineage in other species2–4. Altogether, we identify over 30,000 distal regulatory elements exhibiting tissue-specific accessibility. We validated the germ layer specificity of a subset of these predicted enhancers in transgenic embryos, achieving 90% accuracy. Overall, our results demonstrate the power of shotgun single cell profiling of embryos to resolve dynamic changes in the chromatin landscape during development, and to uncover the cis-regulatory programs of metazoan germ layers and cell types. 2018-03-14 2018-03-22 /pmc/articles/PMC5866720/ /pubmed/29539636 http://dx.doi.org/10.1038/nature25981 Text en 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
Cusanovich, Darren A.
Reddington, James P.
Garfield, David A.
Daza, Riza
Aghamirzaie, Delasa
Marco-Ferreres, Raquel
Pliner, Hannah
Christiansen, Lena
Qiu, Xiaojie
Steemers, Frank J.
Trapnell, Cole
Shendure, Jay
Furlong, Eileen E.M.
The cis-regulatory dynamics of embryonic development at single cell resolution
title The cis-regulatory dynamics of embryonic development at single cell resolution
title_full The cis-regulatory dynamics of embryonic development at single cell resolution
title_fullStr The cis-regulatory dynamics of embryonic development at single cell resolution
title_full_unstemmed The cis-regulatory dynamics of embryonic development at single cell resolution
title_short The cis-regulatory dynamics of embryonic development at single cell resolution
title_sort cis-regulatory dynamics of embryonic development at single cell resolution
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5866720/
https://www.ncbi.nlm.nih.gov/pubmed/29539636
http://dx.doi.org/10.1038/nature25981
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