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Comparing the transcriptome of developing native and iPSC-derived mouse retinae by single cell RNA sequencing

We report the generation and analysis of single-cell RNA-Seq data (> 38,000 cells) from mouse native retinae and induced pluripotent stem cell (iPSC)-derived retinal organoids at four matched stages of development spanning the emergence of the major retinal cell types. We combine information from...

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Autores principales: Georges, Anouk, Lavergne, Arnaud, Mandai, Michiko, Lepiemme, Fanny, Karim, Latifa, Demeulenaere, Loic, Aguilar, Diego, Schyns, Michael, Nguyen, Laurent, Rakic, Jean-Marie, Takahashi, Masayo, Georges, Michel, Takeda, Haruko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9867755/
https://www.ncbi.nlm.nih.gov/pubmed/36681719
http://dx.doi.org/10.1038/s41598-023-28429-y
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author Georges, Anouk
Lavergne, Arnaud
Mandai, Michiko
Lepiemme, Fanny
Karim, Latifa
Demeulenaere, Loic
Aguilar, Diego
Schyns, Michael
Nguyen, Laurent
Rakic, Jean-Marie
Takahashi, Masayo
Georges, Michel
Takeda, Haruko
author_facet Georges, Anouk
Lavergne, Arnaud
Mandai, Michiko
Lepiemme, Fanny
Karim, Latifa
Demeulenaere, Loic
Aguilar, Diego
Schyns, Michael
Nguyen, Laurent
Rakic, Jean-Marie
Takahashi, Masayo
Georges, Michel
Takeda, Haruko
author_sort Georges, Anouk
collection PubMed
description We report the generation and analysis of single-cell RNA-Seq data (> 38,000 cells) from mouse native retinae and induced pluripotent stem cell (iPSC)-derived retinal organoids at four matched stages of development spanning the emergence of the major retinal cell types. We combine information from temporal sampling, visualization of 3D UMAP manifolds, pseudo-time and RNA velocity analyses, to show that iPSC-derived 3D retinal organoids broadly recapitulate the native developmental trajectories. However, we observe relaxation of spatial and temporal transcriptome control, premature emergence and dominance of photoreceptor precursor cells, and susceptibility of dynamically regulated pathways and transcription factors to culture conditions in retinal organoids. We demonstrate that genes causing human retinopathies are enriched in cell-type specifying genes and identify a subset of disease-causing genes with expression profiles that are highly conserved between human retinae and murine retinal organoids. This study provides a resource to the community that will be useful to assess and further improve protocols for ex vivo recapitulation and study of retinal development.
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spelling pubmed-98677552023-01-23 Comparing the transcriptome of developing native and iPSC-derived mouse retinae by single cell RNA sequencing Georges, Anouk Lavergne, Arnaud Mandai, Michiko Lepiemme, Fanny Karim, Latifa Demeulenaere, Loic Aguilar, Diego Schyns, Michael Nguyen, Laurent Rakic, Jean-Marie Takahashi, Masayo Georges, Michel Takeda, Haruko Sci Rep Article We report the generation and analysis of single-cell RNA-Seq data (> 38,000 cells) from mouse native retinae and induced pluripotent stem cell (iPSC)-derived retinal organoids at four matched stages of development spanning the emergence of the major retinal cell types. We combine information from temporal sampling, visualization of 3D UMAP manifolds, pseudo-time and RNA velocity analyses, to show that iPSC-derived 3D retinal organoids broadly recapitulate the native developmental trajectories. However, we observe relaxation of spatial and temporal transcriptome control, premature emergence and dominance of photoreceptor precursor cells, and susceptibility of dynamically regulated pathways and transcription factors to culture conditions in retinal organoids. We demonstrate that genes causing human retinopathies are enriched in cell-type specifying genes and identify a subset of disease-causing genes with expression profiles that are highly conserved between human retinae and murine retinal organoids. This study provides a resource to the community that will be useful to assess and further improve protocols for ex vivo recapitulation and study of retinal development. Nature Publishing Group UK 2023-01-21 /pmc/articles/PMC9867755/ /pubmed/36681719 http://dx.doi.org/10.1038/s41598-023-28429-y Text en © The Author(s) 2023 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Georges, Anouk
Lavergne, Arnaud
Mandai, Michiko
Lepiemme, Fanny
Karim, Latifa
Demeulenaere, Loic
Aguilar, Diego
Schyns, Michael
Nguyen, Laurent
Rakic, Jean-Marie
Takahashi, Masayo
Georges, Michel
Takeda, Haruko
Comparing the transcriptome of developing native and iPSC-derived mouse retinae by single cell RNA sequencing
title Comparing the transcriptome of developing native and iPSC-derived mouse retinae by single cell RNA sequencing
title_full Comparing the transcriptome of developing native and iPSC-derived mouse retinae by single cell RNA sequencing
title_fullStr Comparing the transcriptome of developing native and iPSC-derived mouse retinae by single cell RNA sequencing
title_full_unstemmed Comparing the transcriptome of developing native and iPSC-derived mouse retinae by single cell RNA sequencing
title_short Comparing the transcriptome of developing native and iPSC-derived mouse retinae by single cell RNA sequencing
title_sort comparing the transcriptome of developing native and ipsc-derived mouse retinae by single cell rna sequencing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9867755/
https://www.ncbi.nlm.nih.gov/pubmed/36681719
http://dx.doi.org/10.1038/s41598-023-28429-y
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