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Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney

The integration of single cell transcriptome and chromatin accessibility datasets enables a deeper understanding of cell heterogeneity. We performed single nucleus ATAC (snATAC-seq) and RNA (snRNA-seq) sequencing to generate paired, cell-type-specific chromatin accessibility and transcriptional prof...

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Autores principales: Muto, Yoshiharu, Wilson, Parker C., Ledru, Nicolas, Wu, Haojia, Dimke, Henrik, Waikar, Sushrut S., Humphreys, Benjamin D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8044133/
https://www.ncbi.nlm.nih.gov/pubmed/33850129
http://dx.doi.org/10.1038/s41467-021-22368-w
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author Muto, Yoshiharu
Wilson, Parker C.
Ledru, Nicolas
Wu, Haojia
Dimke, Henrik
Waikar, Sushrut S.
Humphreys, Benjamin D.
author_facet Muto, Yoshiharu
Wilson, Parker C.
Ledru, Nicolas
Wu, Haojia
Dimke, Henrik
Waikar, Sushrut S.
Humphreys, Benjamin D.
author_sort Muto, Yoshiharu
collection PubMed
description The integration of single cell transcriptome and chromatin accessibility datasets enables a deeper understanding of cell heterogeneity. We performed single nucleus ATAC (snATAC-seq) and RNA (snRNA-seq) sequencing to generate paired, cell-type-specific chromatin accessibility and transcriptional profiles of the adult human kidney. We demonstrate that snATAC-seq is comparable to snRNA-seq in the assignment of cell identity and can further refine our understanding of functional heterogeneity in the nephron. The majority of differentially accessible chromatin regions are localized to promoters and a significant proportion are closely associated with differentially expressed genes. Cell-type-specific enrichment of transcription factor binding motifs implicates the activation of NF-κB that promotes VCAM1 expression and drives transition between a subpopulation of proximal tubule epithelial cells. Our multi-omics approach improves the ability to detect unique cell states within the kidney and redefines cellular heterogeneity in the proximal tubule and thick ascending limb.
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spelling pubmed-80441332021-04-30 Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney Muto, Yoshiharu Wilson, Parker C. Ledru, Nicolas Wu, Haojia Dimke, Henrik Waikar, Sushrut S. Humphreys, Benjamin D. Nat Commun Article The integration of single cell transcriptome and chromatin accessibility datasets enables a deeper understanding of cell heterogeneity. We performed single nucleus ATAC (snATAC-seq) and RNA (snRNA-seq) sequencing to generate paired, cell-type-specific chromatin accessibility and transcriptional profiles of the adult human kidney. We demonstrate that snATAC-seq is comparable to snRNA-seq in the assignment of cell identity and can further refine our understanding of functional heterogeneity in the nephron. The majority of differentially accessible chromatin regions are localized to promoters and a significant proportion are closely associated with differentially expressed genes. Cell-type-specific enrichment of transcription factor binding motifs implicates the activation of NF-κB that promotes VCAM1 expression and drives transition between a subpopulation of proximal tubule epithelial cells. Our multi-omics approach improves the ability to detect unique cell states within the kidney and redefines cellular heterogeneity in the proximal tubule and thick ascending limb. Nature Publishing Group UK 2021-04-13 /pmc/articles/PMC8044133/ /pubmed/33850129 http://dx.doi.org/10.1038/s41467-021-22368-w Text en © The Author(s) 2021 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
Muto, Yoshiharu
Wilson, Parker C.
Ledru, Nicolas
Wu, Haojia
Dimke, Henrik
Waikar, Sushrut S.
Humphreys, Benjamin D.
Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney
title Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney
title_full Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney
title_fullStr Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney
title_full_unstemmed Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney
title_short Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney
title_sort single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8044133/
https://www.ncbi.nlm.nih.gov/pubmed/33850129
http://dx.doi.org/10.1038/s41467-021-22368-w
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