Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1783678421593751552 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8044133 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT mutoyoshiharu singlecelltranscriptionalandchromatinaccessibilityprofilingredefinecellularheterogeneityintheadulthumankidney AT wilsonparkerc singlecelltranscriptionalandchromatinaccessibilityprofilingredefinecellularheterogeneityintheadulthumankidney AT ledrunicolas singlecelltranscriptionalandchromatinaccessibilityprofilingredefinecellularheterogeneityintheadulthumankidney AT wuhaojia singlecelltranscriptionalandchromatinaccessibilityprofilingredefinecellularheterogeneityintheadulthumankidney AT dimkehenrik singlecelltranscriptionalandchromatinaccessibilityprofilingredefinecellularheterogeneityintheadulthumankidney AT waikarsushruts singlecelltranscriptionalandchromatinaccessibilityprofilingredefinecellularheterogeneityintheadulthumankidney AT humphreysbenjamind singlecelltranscriptionalandchromatinaccessibilityprofilingredefinecellularheterogeneityintheadulthumankidney |