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Defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis
Autosomal dominant polycystic kidney disease (ADPKD) is the leading genetic cause of end stage renal disease characterized by progressive expansion of kidney cysts. To better understand the cell types and states driving ADPKD progression, we analyze eight ADPKD and five healthy human kidney samples,...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9618568/ https://www.ncbi.nlm.nih.gov/pubmed/36310237 http://dx.doi.org/10.1038/s41467-022-34255-z |
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author | Muto, Yoshiharu Dixon, Eryn E. Yoshimura, Yasuhiro Wu, Haojia Omachi, Kohei Ledru, Nicolas Wilson, Parker C. King, Andrew J. Eric Olson, N. Gunawan, Marvin G. Kuo, Jay J. Cox, Jennifer H. Miner, Jeffrey H. Seliger, Stephen L. Woodward, Owen M. Welling, Paul A. Watnick, Terry J. Humphreys, Benjamin D. |
author_facet | Muto, Yoshiharu Dixon, Eryn E. Yoshimura, Yasuhiro Wu, Haojia Omachi, Kohei Ledru, Nicolas Wilson, Parker C. King, Andrew J. Eric Olson, N. Gunawan, Marvin G. Kuo, Jay J. Cox, Jennifer H. Miner, Jeffrey H. Seliger, Stephen L. Woodward, Owen M. Welling, Paul A. Watnick, Terry J. Humphreys, Benjamin D. |
author_sort | Muto, Yoshiharu |
collection | PubMed |
description | Autosomal dominant polycystic kidney disease (ADPKD) is the leading genetic cause of end stage renal disease characterized by progressive expansion of kidney cysts. To better understand the cell types and states driving ADPKD progression, we analyze eight ADPKD and five healthy human kidney samples, generating single cell multiomic atlas consisting of ~100,000 single nucleus transcriptomes and ~50,000 single nucleus epigenomes. Activation of proinflammatory, profibrotic signaling pathways are driven by proximal tubular cells with a failed repair transcriptomic signature, proinflammatory fibroblasts and collecting duct cells. We identify GPRC5A as a marker for cyst-lining collecting duct cells that exhibits increased transcription factor binding motif availability for NF-κB, TEAD, CREB and retinoic acid receptors. We identify and validate a distal enhancer regulating GPRC5A expression containing these motifs. This single cell multiomic analysis of human ADPKD reveals previously unrecognized cellular heterogeneity and provides a foundation to develop better diagnostic and therapeutic approaches. |
format | Online Article Text |
id | pubmed-9618568 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96185682022-11-01 Defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis Muto, Yoshiharu Dixon, Eryn E. Yoshimura, Yasuhiro Wu, Haojia Omachi, Kohei Ledru, Nicolas Wilson, Parker C. King, Andrew J. Eric Olson, N. Gunawan, Marvin G. Kuo, Jay J. Cox, Jennifer H. Miner, Jeffrey H. Seliger, Stephen L. Woodward, Owen M. Welling, Paul A. Watnick, Terry J. Humphreys, Benjamin D. Nat Commun Article Autosomal dominant polycystic kidney disease (ADPKD) is the leading genetic cause of end stage renal disease characterized by progressive expansion of kidney cysts. To better understand the cell types and states driving ADPKD progression, we analyze eight ADPKD and five healthy human kidney samples, generating single cell multiomic atlas consisting of ~100,000 single nucleus transcriptomes and ~50,000 single nucleus epigenomes. Activation of proinflammatory, profibrotic signaling pathways are driven by proximal tubular cells with a failed repair transcriptomic signature, proinflammatory fibroblasts and collecting duct cells. We identify GPRC5A as a marker for cyst-lining collecting duct cells that exhibits increased transcription factor binding motif availability for NF-κB, TEAD, CREB and retinoic acid receptors. We identify and validate a distal enhancer regulating GPRC5A expression containing these motifs. This single cell multiomic analysis of human ADPKD reveals previously unrecognized cellular heterogeneity and provides a foundation to develop better diagnostic and therapeutic approaches. Nature Publishing Group UK 2022-10-30 /pmc/articles/PMC9618568/ /pubmed/36310237 http://dx.doi.org/10.1038/s41467-022-34255-z Text en © The Author(s) 2022 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 Dixon, Eryn E. Yoshimura, Yasuhiro Wu, Haojia Omachi, Kohei Ledru, Nicolas Wilson, Parker C. King, Andrew J. Eric Olson, N. Gunawan, Marvin G. Kuo, Jay J. Cox, Jennifer H. Miner, Jeffrey H. Seliger, Stephen L. Woodward, Owen M. Welling, Paul A. Watnick, Terry J. Humphreys, Benjamin D. Defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis |
title | Defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis |
title_full | Defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis |
title_fullStr | Defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis |
title_full_unstemmed | Defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis |
title_short | Defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis |
title_sort | defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9618568/ https://www.ncbi.nlm.nih.gov/pubmed/36310237 http://dx.doi.org/10.1038/s41467-022-34255-z |
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