Cargando…

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,...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
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
_version_ 1784821078279847936
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
work_keys_str_mv AT mutoyoshiharu definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT dixoneryne definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT yoshimurayasuhiro definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT wuhaojia definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT omachikohei definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT ledrunicolas definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT wilsonparkerc definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT kingandrewj definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT ericolsonn definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT gunawanmarving definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT kuojayj definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT coxjenniferh definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT minerjeffreyh definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT seligerstephenl definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT woodwardowenm definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT wellingpaula definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT watnickterryj definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis
AT humphreysbenjamind definingcellularcomplexityinhumanautosomaldominantpolycystickidneydiseasebymultimodalsinglecellanalysis