Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Neumann, Manuel, Xu, Xiaocai, Smaczniak, Cezary, Schumacher, Julia, Yan, Wenhao, Blüthgen, Nils, Greb, Thomas, Jönsson, Henrik, Traas, Jan, Kaufmann, Kerstin, Muino, Jose M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
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
_version_ 1784711463700529152
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
work_keys_str_mv AT neumannmanuel a3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT xuxiaocai a3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT smaczniakcezary a3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT schumacherjulia a3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT yanwenhao a3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT bluthgennils a3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT grebthomas a3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT jonssonhenrik a3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT traasjan a3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT kaufmannkerstin a3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT muinojosem a3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT neumannmanuel 3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT xuxiaocai 3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT smaczniakcezary 3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT schumacherjulia 3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT yanwenhao 3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT bluthgennils 3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT grebthomas 3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT jonssonhenrik 3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT traasjan 3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT kaufmannkerstin 3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata
AT muinojosem 3dgeneexpressionatlasofthefloralmeristembasedonspatialreconstructionofsinglenucleusrnasequencingdata