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The regulatory landscape of Arabidopsis thaliana roots at single-cell resolution
The scarcity of accessible sites that are dynamic or cell type-specific in plants may be due in part to tissue heterogeneity in bulk studies. To assess the effects of tissue heterogeneity, we apply single-cell ATAC-seq to Arabidopsis thaliana roots and identify thousands of differentially accessible...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8184767/ https://www.ncbi.nlm.nih.gov/pubmed/34099698 http://dx.doi.org/10.1038/s41467-021-23675-y |
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author | Dorrity, Michael W. Alexandre, Cristina M. Hamm, Morgan O. Vigil, Anna-Lena Fields, Stanley Queitsch, Christine Cuperus, Josh T. |
author_facet | Dorrity, Michael W. Alexandre, Cristina M. Hamm, Morgan O. Vigil, Anna-Lena Fields, Stanley Queitsch, Christine Cuperus, Josh T. |
author_sort | Dorrity, Michael W. |
collection | PubMed |
description | The scarcity of accessible sites that are dynamic or cell type-specific in plants may be due in part to tissue heterogeneity in bulk studies. To assess the effects of tissue heterogeneity, we apply single-cell ATAC-seq to Arabidopsis thaliana roots and identify thousands of differentially accessible sites, sufficient to resolve all major cell types of the root. We find that the entirety of a cell’s regulatory landscape and its transcriptome independently capture cell type identity. We leverage this shared information on cell identity to integrate accessibility and transcriptome data to characterize developmental progression, endoreduplication and cell division. We further use the combined data to characterize cell type-specific motif enrichments of transcription factor families and link the expression of family members to changing accessibility at specific loci, resolving direct and indirect effects that shape expression. Our approach provides an analytical framework to infer the gene regulatory networks that execute plant development. |
format | Online Article Text |
id | pubmed-8184767 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81847672021-06-09 The regulatory landscape of Arabidopsis thaliana roots at single-cell resolution Dorrity, Michael W. Alexandre, Cristina M. Hamm, Morgan O. Vigil, Anna-Lena Fields, Stanley Queitsch, Christine Cuperus, Josh T. Nat Commun Article The scarcity of accessible sites that are dynamic or cell type-specific in plants may be due in part to tissue heterogeneity in bulk studies. To assess the effects of tissue heterogeneity, we apply single-cell ATAC-seq to Arabidopsis thaliana roots and identify thousands of differentially accessible sites, sufficient to resolve all major cell types of the root. We find that the entirety of a cell’s regulatory landscape and its transcriptome independently capture cell type identity. We leverage this shared information on cell identity to integrate accessibility and transcriptome data to characterize developmental progression, endoreduplication and cell division. We further use the combined data to characterize cell type-specific motif enrichments of transcription factor families and link the expression of family members to changing accessibility at specific loci, resolving direct and indirect effects that shape expression. Our approach provides an analytical framework to infer the gene regulatory networks that execute plant development. Nature Publishing Group UK 2021-06-07 /pmc/articles/PMC8184767/ /pubmed/34099698 http://dx.doi.org/10.1038/s41467-021-23675-y Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Dorrity, Michael W. Alexandre, Cristina M. Hamm, Morgan O. Vigil, Anna-Lena Fields, Stanley Queitsch, Christine Cuperus, Josh T. The regulatory landscape of Arabidopsis thaliana roots at single-cell resolution |
title | The regulatory landscape of Arabidopsis thaliana roots at single-cell resolution |
title_full | The regulatory landscape of Arabidopsis thaliana roots at single-cell resolution |
title_fullStr | The regulatory landscape of Arabidopsis thaliana roots at single-cell resolution |
title_full_unstemmed | The regulatory landscape of Arabidopsis thaliana roots at single-cell resolution |
title_short | The regulatory landscape of Arabidopsis thaliana roots at single-cell resolution |
title_sort | regulatory landscape of arabidopsis thaliana roots at single-cell resolution |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8184767/ https://www.ncbi.nlm.nih.gov/pubmed/34099698 http://dx.doi.org/10.1038/s41467-021-23675-y |
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