Single-Nucleus RNA Sequencing Identifies New Classes of Proximal Tubular Epithelial Cells in Kidney Fibrosis
Proximal tubular cells (PTCs) are the most abundant cell type in the kidney. PTCs are central to normal kidney function and to regeneration versus organ fibrosis following injury. This study used single-nucleus RNA sequencing (snRNAseq) to describe the phenotype of PTCs in renal fibrosis. Kidneys we...
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Veröffentlicht in: | Journal of the American Society of Nephrology 2021-10, Vol.32 (10), p.2501-2516 |
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description | Proximal tubular cells (PTCs) are the most abundant cell type in the kidney. PTCs are central to normal kidney function and to regeneration versus organ fibrosis following injury. This study used single-nucleus RNA sequencing (snRNAseq) to describe the phenotype of PTCs in renal fibrosis.
Kidneys were harvested from naïve mice and from mice with renal fibrosis induced by chronic aristolochic acid administration. Nuclei were isolated using Nuclei EZ Lysis buffer. Libraries were prepared on the 10× platform, and snRNAseq was completed using the Illumina NextSeq 550 System. Genome mapping was carried out with high-performance computing.
A total of 23,885 nuclei were analyzed. PTCs were found in five abundant clusters, mapping to S1, S1-S2, S2, S2-cortical S3, and medullary S3 segments. Additional cell clusters ("new PTC clusters") were at low abundance in normal kidney and in increased number in kidneys undergoing regeneration/fibrosis following injury. These clusters exhibited clear molecular phenotypes, permitting labeling as proliferating, New-PT1, New-PT2, and (present only following injury) New-PT3. Each cluster exhibited a unique gene expression signature, including multiple genes previously associated with renal injury response and fibrosis progression. Comprehensive pathway analyses revealed metabolic reprogramming, enrichment of cellular communication and cell motility, and various immune activations in new PTC clusters. In ligand-receptor analysis, new PTC clusters promoted fibrotic signaling to fibroblasts and inflammatory activation to macrophages.
These data identify unrecognized PTC phenotype heterogeneity and reveal novel PTCs associated with kidney fibrosis. |
doi_str_mv | 10.1681/ASN.2020081143 |
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Kidneys were harvested from naïve mice and from mice with renal fibrosis induced by chronic aristolochic acid administration. Nuclei were isolated using Nuclei EZ Lysis buffer. Libraries were prepared on the 10× platform, and snRNAseq was completed using the Illumina NextSeq 550 System. Genome mapping was carried out with high-performance computing.
A total of 23,885 nuclei were analyzed. PTCs were found in five abundant clusters, mapping to S1, S1-S2, S2, S2-cortical S3, and medullary S3 segments. Additional cell clusters ("new PTC clusters") were at low abundance in normal kidney and in increased number in kidneys undergoing regeneration/fibrosis following injury. These clusters exhibited clear molecular phenotypes, permitting labeling as proliferating, New-PT1, New-PT2, and (present only following injury) New-PT3. Each cluster exhibited a unique gene expression signature, including multiple genes previously associated with renal injury response and fibrosis progression. Comprehensive pathway analyses revealed metabolic reprogramming, enrichment of cellular communication and cell motility, and various immune activations in new PTC clusters. In ligand-receptor analysis, new PTC clusters promoted fibrotic signaling to fibroblasts and inflammatory activation to macrophages.
These data identify unrecognized PTC phenotype heterogeneity and reveal novel PTCs associated with kidney fibrosis.</description><identifier>ISSN: 1046-6673</identifier><identifier>EISSN: 1533-3450</identifier><identifier>DOI: 10.1681/ASN.2020081143</identifier><identifier>PMID: 34155061</identifier><language>eng</language><publisher>United States: American Society of Nephrology</publisher><subject>Animals ; Aristolochic Acids ; Basic Research ; Cell Communication ; Cell Movement ; Cell Nucleus ; Chromosome Mapping ; Epithelial Cells - metabolism ; Epithelial Cells - pathology ; Epithelial Cells - physiology ; Fibroblasts - metabolism ; Fibrosis ; Kidney Tubules, Proximal - pathology ; Macrophages - metabolism ; Male ; Mice ; Phenotype ; Regeneration ; RNA - genetics ; RNA - metabolism ; Sequence Analysis, RNA ; Transcriptome</subject><ispartof>Journal of the American Society of Nephrology, 2021-10, Vol.32 (10), p.2501-2516</ispartof><rights>Copyright © 2021 by the American Society of Nephrology.</rights><rights>Copyright © 2021 by the American Society of Nephrology 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c390t-58dc72af4bc51153b748217aa1895d91bb61349baa89f2d97e3767268b9015e3</citedby><cites>FETCH-LOGICAL-c390t-58dc72af4bc51153b748217aa1895d91bb61349baa89f2d97e3767268b9015e3</cites><orcidid>0000-0003-0102-9342 ; 0000-0003-4673-2381 ; 0000-0002-3491-2361 ; 0000-0001-6050-0435 ; 0000-0003-0163-1421</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8722798/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8722798/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34155061$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lu, Yueh-An</creatorcontrib><creatorcontrib>Liao, Chia-Te</creatorcontrib><creatorcontrib>Raybould, Rachel</creatorcontrib><creatorcontrib>Talabani, Bnar</creatorcontrib><creatorcontrib>Grigorieva, Irina</creatorcontrib><creatorcontrib>Szomolay, Barbara</creatorcontrib><creatorcontrib>Bowen, Timothy</creatorcontrib><creatorcontrib>Andrews, Robert</creatorcontrib><creatorcontrib>Taylor, Philip R</creatorcontrib><creatorcontrib>Fraser, Donald</creatorcontrib><title>Single-Nucleus RNA Sequencing Identifies New Classes of Proximal Tubular Epithelial Cells in Kidney Fibrosis</title><title>Journal of the American Society of Nephrology</title><addtitle>J Am Soc Nephrol</addtitle><description>Proximal tubular cells (PTCs) are the most abundant cell type in the kidney. PTCs are central to normal kidney function and to regeneration versus organ fibrosis following injury. This study used single-nucleus RNA sequencing (snRNAseq) to describe the phenotype of PTCs in renal fibrosis.
Kidneys were harvested from naïve mice and from mice with renal fibrosis induced by chronic aristolochic acid administration. Nuclei were isolated using Nuclei EZ Lysis buffer. Libraries were prepared on the 10× platform, and snRNAseq was completed using the Illumina NextSeq 550 System. Genome mapping was carried out with high-performance computing.
A total of 23,885 nuclei were analyzed. PTCs were found in five abundant clusters, mapping to S1, S1-S2, S2, S2-cortical S3, and medullary S3 segments. Additional cell clusters ("new PTC clusters") were at low abundance in normal kidney and in increased number in kidneys undergoing regeneration/fibrosis following injury. These clusters exhibited clear molecular phenotypes, permitting labeling as proliferating, New-PT1, New-PT2, and (present only following injury) New-PT3. Each cluster exhibited a unique gene expression signature, including multiple genes previously associated with renal injury response and fibrosis progression. Comprehensive pathway analyses revealed metabolic reprogramming, enrichment of cellular communication and cell motility, and various immune activations in new PTC clusters. In ligand-receptor analysis, new PTC clusters promoted fibrotic signaling to fibroblasts and inflammatory activation to macrophages.
These data identify unrecognized PTC phenotype heterogeneity and reveal novel PTCs associated with kidney fibrosis.</description><subject>Animals</subject><subject>Aristolochic Acids</subject><subject>Basic Research</subject><subject>Cell Communication</subject><subject>Cell Movement</subject><subject>Cell Nucleus</subject><subject>Chromosome Mapping</subject><subject>Epithelial Cells - metabolism</subject><subject>Epithelial Cells - pathology</subject><subject>Epithelial Cells - physiology</subject><subject>Fibroblasts - metabolism</subject><subject>Fibrosis</subject><subject>Kidney Tubules, Proximal - pathology</subject><subject>Macrophages - metabolism</subject><subject>Male</subject><subject>Mice</subject><subject>Phenotype</subject><subject>Regeneration</subject><subject>RNA - genetics</subject><subject>RNA - metabolism</subject><subject>Sequence Analysis, RNA</subject><subject>Transcriptome</subject><issn>1046-6673</issn><issn>1533-3450</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVUMtOwzAQtBCIQuHKEfkHUvyIH7kgVVULFVVAtHfLTpzWyE1K3AD9e4wKBU472t2Z3RkArjAaYC7xzXCeDwgiCEmMU3oEzjCjNKEpQ8cRo5QnnAvaA-chvCCEGRHiFPRoihlDHJ8BP3f10tsk7wpvuwCf8yGc29fO1kUcwGlp662rnA0wt-9w5HUIETcVfGqbD7fWHi4603ndwvHGbVfWu9gaWe8DdDV8cGVtd3DiTNsEFy7ASaV9sJfftQ8Wk_FidJ_MHu-mo-EsKWiGtgmTZSGIrlJTMBz9GJFKgoXWWGaszLAxHNM0M1rLrCJlJiwVXBAuTRYdWtoHt3vZTWfWtiyihVZ7tWnjv-1ONdqp_5PardSyeVNSECIyGQUGe4Eivh1aWx24GKmv2FWMXf3GHgnXfy8e1n9ypp-Pe37p</recordid><startdate>202110</startdate><enddate>202110</enddate><creator>Lu, Yueh-An</creator><creator>Liao, Chia-Te</creator><creator>Raybould, Rachel</creator><creator>Talabani, Bnar</creator><creator>Grigorieva, Irina</creator><creator>Szomolay, Barbara</creator><creator>Bowen, Timothy</creator><creator>Andrews, Robert</creator><creator>Taylor, Philip R</creator><creator>Fraser, Donald</creator><general>American Society of Nephrology</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-0102-9342</orcidid><orcidid>https://orcid.org/0000-0003-4673-2381</orcidid><orcidid>https://orcid.org/0000-0002-3491-2361</orcidid><orcidid>https://orcid.org/0000-0001-6050-0435</orcidid><orcidid>https://orcid.org/0000-0003-0163-1421</orcidid></search><sort><creationdate>202110</creationdate><title>Single-Nucleus RNA Sequencing Identifies New Classes of Proximal Tubular Epithelial Cells in Kidney Fibrosis</title><author>Lu, Yueh-An ; Liao, Chia-Te ; Raybould, Rachel ; Talabani, Bnar ; Grigorieva, Irina ; Szomolay, Barbara ; Bowen, Timothy ; Andrews, Robert ; Taylor, Philip R ; Fraser, Donald</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c390t-58dc72af4bc51153b748217aa1895d91bb61349baa89f2d97e3767268b9015e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Animals</topic><topic>Aristolochic Acids</topic><topic>Basic Research</topic><topic>Cell Communication</topic><topic>Cell Movement</topic><topic>Cell Nucleus</topic><topic>Chromosome Mapping</topic><topic>Epithelial Cells - metabolism</topic><topic>Epithelial Cells - pathology</topic><topic>Epithelial Cells - physiology</topic><topic>Fibroblasts - metabolism</topic><topic>Fibrosis</topic><topic>Kidney Tubules, Proximal - pathology</topic><topic>Macrophages - metabolism</topic><topic>Male</topic><topic>Mice</topic><topic>Phenotype</topic><topic>Regeneration</topic><topic>RNA - genetics</topic><topic>RNA - metabolism</topic><topic>Sequence Analysis, RNA</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lu, Yueh-An</creatorcontrib><creatorcontrib>Liao, Chia-Te</creatorcontrib><creatorcontrib>Raybould, Rachel</creatorcontrib><creatorcontrib>Talabani, Bnar</creatorcontrib><creatorcontrib>Grigorieva, Irina</creatorcontrib><creatorcontrib>Szomolay, Barbara</creatorcontrib><creatorcontrib>Bowen, Timothy</creatorcontrib><creatorcontrib>Andrews, Robert</creatorcontrib><creatorcontrib>Taylor, Philip R</creatorcontrib><creatorcontrib>Fraser, Donald</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of the American Society of Nephrology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lu, Yueh-An</au><au>Liao, Chia-Te</au><au>Raybould, Rachel</au><au>Talabani, Bnar</au><au>Grigorieva, Irina</au><au>Szomolay, Barbara</au><au>Bowen, Timothy</au><au>Andrews, Robert</au><au>Taylor, Philip R</au><au>Fraser, Donald</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Single-Nucleus RNA Sequencing Identifies New Classes of Proximal Tubular Epithelial Cells in Kidney Fibrosis</atitle><jtitle>Journal of the American Society of Nephrology</jtitle><addtitle>J Am Soc Nephrol</addtitle><date>2021-10</date><risdate>2021</risdate><volume>32</volume><issue>10</issue><spage>2501</spage><epage>2516</epage><pages>2501-2516</pages><issn>1046-6673</issn><eissn>1533-3450</eissn><abstract>Proximal tubular cells (PTCs) are the most abundant cell type in the kidney. PTCs are central to normal kidney function and to regeneration versus organ fibrosis following injury. This study used single-nucleus RNA sequencing (snRNAseq) to describe the phenotype of PTCs in renal fibrosis.
Kidneys were harvested from naïve mice and from mice with renal fibrosis induced by chronic aristolochic acid administration. Nuclei were isolated using Nuclei EZ Lysis buffer. Libraries were prepared on the 10× platform, and snRNAseq was completed using the Illumina NextSeq 550 System. Genome mapping was carried out with high-performance computing.
A total of 23,885 nuclei were analyzed. PTCs were found in five abundant clusters, mapping to S1, S1-S2, S2, S2-cortical S3, and medullary S3 segments. Additional cell clusters ("new PTC clusters") were at low abundance in normal kidney and in increased number in kidneys undergoing regeneration/fibrosis following injury. These clusters exhibited clear molecular phenotypes, permitting labeling as proliferating, New-PT1, New-PT2, and (present only following injury) New-PT3. Each cluster exhibited a unique gene expression signature, including multiple genes previously associated with renal injury response and fibrosis progression. Comprehensive pathway analyses revealed metabolic reprogramming, enrichment of cellular communication and cell motility, and various immune activations in new PTC clusters. In ligand-receptor analysis, new PTC clusters promoted fibrotic signaling to fibroblasts and inflammatory activation to macrophages.
These data identify unrecognized PTC phenotype heterogeneity and reveal novel PTCs associated with kidney fibrosis.</abstract><cop>United States</cop><pub>American Society of Nephrology</pub><pmid>34155061</pmid><doi>10.1681/ASN.2020081143</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0003-0102-9342</orcidid><orcidid>https://orcid.org/0000-0003-4673-2381</orcidid><orcidid>https://orcid.org/0000-0002-3491-2361</orcidid><orcidid>https://orcid.org/0000-0001-6050-0435</orcidid><orcidid>https://orcid.org/0000-0003-0163-1421</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animals Aristolochic Acids Basic Research Cell Communication Cell Movement Cell Nucleus Chromosome Mapping Epithelial Cells - metabolism Epithelial Cells - pathology Epithelial Cells - physiology Fibroblasts - metabolism Fibrosis Kidney Tubules, Proximal - pathology Macrophages - metabolism Male Mice Phenotype Regeneration RNA - genetics RNA - metabolism Sequence Analysis, RNA Transcriptome |
title | Single-Nucleus RNA Sequencing Identifies New Classes of Proximal Tubular Epithelial Cells in Kidney Fibrosis |
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