Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1785152658423676928 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10691053 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT kilpinensami rangeofchromatinaccessibilityconfigurationsarepermissiveofgabaergicfateacquisitionindevelopingmousebrain AT heliolaheidi rangeofchromatinaccessibilityconfigurationsarepermissiveofgabaergicfateacquisitionindevelopingmousebrain AT achimkaia rangeofchromatinaccessibilityconfigurationsarepermissiveofgabaergicfateacquisitionindevelopingmousebrain |