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Range of chromatin accessibility configurations are permissive of GABAergic fate acquisition in developing mouse brain

In recent single-cell -omics studies, both the differential activity of transcription factors regulating cell fate determination and differential genome activation have been tested for utility as descriptors of cell types. Naturally, genome accessibility and gene expression are interlinked. To under...

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Autores principales: Kilpinen, Sami, Heliölä, Heidi, Achim, Kaia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10691053/
https://www.ncbi.nlm.nih.gov/pubmed/38036964
http://dx.doi.org/10.1186/s12864-023-09836-x
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author Kilpinen, Sami
Heliölä, Heidi
Achim, Kaia
author_facet Kilpinen, Sami
Heliölä, Heidi
Achim, Kaia
author_sort Kilpinen, Sami
collection PubMed
description In recent single-cell -omics studies, both the differential activity of transcription factors regulating cell fate determination and differential genome activation have been tested for utility as descriptors of cell types. Naturally, genome accessibility and gene expression are interlinked. To understand the variability in genomic feature activation in the GABAergic neurons of different spatial origins, we have mapped accessible chromatin regions and mRNA expression in single cells derived from the developing mouse central nervous system (CNS). We first defined a reference set of open chromatin regions for scATAC-seq read quantitation across samples, allowing comparison of chromatin accessibility between brain regions and cell types directly. Second, we integrated the scATAC-seq and scRNA-seq data to form a unified resource of transcriptome and chromatin accessibility landscape for the cell types in di- and telencephalon, midbrain and anterior hindbrain of E14.5 mouse embryo. Importantly, we implemented resolution optimization at the clustering, and automatized the cell typing step. We show high level of concordance between the cell clustering based on the chromatin accessibility and the transcriptome in analyzed neuronal lineages, indicating that both genome and transcriptome features can be used for cell type definition. Hierarchical clustering by the similarity in accessible chromatin reveals that the genomic feature activation correlates with neurotransmitter phenotype, selector gene expression, cell differentiation stage and neuromere origins. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09836-x.
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spelling pubmed-106910532023-12-02 Range of chromatin accessibility configurations are permissive of GABAergic fate acquisition in developing mouse brain Kilpinen, Sami Heliölä, Heidi Achim, Kaia BMC Genomics Research In recent single-cell -omics studies, both the differential activity of transcription factors regulating cell fate determination and differential genome activation have been tested for utility as descriptors of cell types. Naturally, genome accessibility and gene expression are interlinked. To understand the variability in genomic feature activation in the GABAergic neurons of different spatial origins, we have mapped accessible chromatin regions and mRNA expression in single cells derived from the developing mouse central nervous system (CNS). We first defined a reference set of open chromatin regions for scATAC-seq read quantitation across samples, allowing comparison of chromatin accessibility between brain regions and cell types directly. Second, we integrated the scATAC-seq and scRNA-seq data to form a unified resource of transcriptome and chromatin accessibility landscape for the cell types in di- and telencephalon, midbrain and anterior hindbrain of E14.5 mouse embryo. Importantly, we implemented resolution optimization at the clustering, and automatized the cell typing step. We show high level of concordance between the cell clustering based on the chromatin accessibility and the transcriptome in analyzed neuronal lineages, indicating that both genome and transcriptome features can be used for cell type definition. Hierarchical clustering by the similarity in accessible chromatin reveals that the genomic feature activation correlates with neurotransmitter phenotype, selector gene expression, cell differentiation stage and neuromere origins. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09836-x. BioMed Central 2023-11-30 /pmc/articles/PMC10691053/ /pubmed/38036964 http://dx.doi.org/10.1186/s12864-023-09836-x 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Kilpinen, Sami
Heliölä, Heidi
Achim, Kaia
Range of chromatin accessibility configurations are permissive of GABAergic fate acquisition in developing mouse brain
title Range of chromatin accessibility configurations are permissive of GABAergic fate acquisition in developing mouse brain
title_full Range of chromatin accessibility configurations are permissive of GABAergic fate acquisition in developing mouse brain
title_fullStr Range of chromatin accessibility configurations are permissive of GABAergic fate acquisition in developing mouse brain
title_full_unstemmed Range of chromatin accessibility configurations are permissive of GABAergic fate acquisition in developing mouse brain
title_short Range of chromatin accessibility configurations are permissive of GABAergic fate acquisition in developing mouse brain
title_sort range of chromatin accessibility configurations are permissive of gabaergic fate acquisition in developing mouse brain
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10691053/
https://www.ncbi.nlm.nih.gov/pubmed/38036964
http://dx.doi.org/10.1186/s12864-023-09836-x
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