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A 3D gene expression atlas of the floral meristem based on spatial reconstruction of single nucleus RNA sequencing data
Cellular heterogeneity in growth and differentiation results in organ patterning. Single-cell transcriptomics allows characterization of gene expression heterogeneity in developing organs at unprecedented resolution. However, the original physical location of the cell is lost during this methodology...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122980/ https://www.ncbi.nlm.nih.gov/pubmed/35595749 http://dx.doi.org/10.1038/s41467-022-30177-y |
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author | Neumann, Manuel Xu, Xiaocai Smaczniak, Cezary Schumacher, Julia Yan, Wenhao Blüthgen, Nils Greb, Thomas Jönsson, Henrik Traas, Jan Kaufmann, Kerstin Muino, Jose M. |
author_facet | Neumann, Manuel Xu, Xiaocai Smaczniak, Cezary Schumacher, Julia Yan, Wenhao Blüthgen, Nils Greb, Thomas Jönsson, Henrik Traas, Jan Kaufmann, Kerstin Muino, Jose M. |
author_sort | Neumann, Manuel |
collection | PubMed |
description | Cellular heterogeneity in growth and differentiation results in organ patterning. Single-cell transcriptomics allows characterization of gene expression heterogeneity in developing organs at unprecedented resolution. However, the original physical location of the cell is lost during this methodology. To recover the original location of cells in the developing organ is essential to link gene activity with cellular identity and function in plants. Here, we propose a method to reconstruct genome-wide gene expression patterns of individual cells in a 3D flower meristem by combining single-nuclei RNA-seq with microcopy-based 3D spatial reconstruction. By this, gene expression differences among meristematic domains giving rise to different tissue and organ types can be determined. As a proof of principle, the method is used to trace the initiation of vascular identity within the floral meristem. Our work demonstrates the power of spatially reconstructed single cell transcriptome atlases to understand plant morphogenesis. The floral meristem 3D gene expression atlas can be accessed at http://threed-flower-meristem.herokuapp.com. |
format | Online Article Text |
id | pubmed-9122980 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91229802022-05-22 A 3D gene expression atlas of the floral meristem based on spatial reconstruction of single nucleus RNA sequencing data Neumann, Manuel Xu, Xiaocai Smaczniak, Cezary Schumacher, Julia Yan, Wenhao Blüthgen, Nils Greb, Thomas Jönsson, Henrik Traas, Jan Kaufmann, Kerstin Muino, Jose M. Nat Commun Article Cellular heterogeneity in growth and differentiation results in organ patterning. Single-cell transcriptomics allows characterization of gene expression heterogeneity in developing organs at unprecedented resolution. However, the original physical location of the cell is lost during this methodology. To recover the original location of cells in the developing organ is essential to link gene activity with cellular identity and function in plants. Here, we propose a method to reconstruct genome-wide gene expression patterns of individual cells in a 3D flower meristem by combining single-nuclei RNA-seq with microcopy-based 3D spatial reconstruction. By this, gene expression differences among meristematic domains giving rise to different tissue and organ types can be determined. As a proof of principle, the method is used to trace the initiation of vascular identity within the floral meristem. Our work demonstrates the power of spatially reconstructed single cell transcriptome atlases to understand plant morphogenesis. The floral meristem 3D gene expression atlas can be accessed at http://threed-flower-meristem.herokuapp.com. Nature Publishing Group UK 2022-05-20 /pmc/articles/PMC9122980/ /pubmed/35595749 http://dx.doi.org/10.1038/s41467-022-30177-y Text en © The Author(s) 2022 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 Neumann, Manuel Xu, Xiaocai Smaczniak, Cezary Schumacher, Julia Yan, Wenhao Blüthgen, Nils Greb, Thomas Jönsson, Henrik Traas, Jan Kaufmann, Kerstin Muino, Jose M. A 3D gene expression atlas of the floral meristem based on spatial reconstruction of single nucleus RNA sequencing data |
title | A 3D gene expression atlas of the floral meristem based on spatial reconstruction of single nucleus RNA sequencing data |
title_full | A 3D gene expression atlas of the floral meristem based on spatial reconstruction of single nucleus RNA sequencing data |
title_fullStr | A 3D gene expression atlas of the floral meristem based on spatial reconstruction of single nucleus RNA sequencing data |
title_full_unstemmed | A 3D gene expression atlas of the floral meristem based on spatial reconstruction of single nucleus RNA sequencing data |
title_short | A 3D gene expression atlas of the floral meristem based on spatial reconstruction of single nucleus RNA sequencing data |
title_sort | 3d gene expression atlas of the floral meristem based on spatial reconstruction of single nucleus rna sequencing data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122980/ https://www.ncbi.nlm.nih.gov/pubmed/35595749 http://dx.doi.org/10.1038/s41467-022-30177-y |
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