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Spatial transcriptomics identifies enriched gene expression and cell types in human liver fibrosis

Liver fibrosis and cirrhosis have limited therapeutic options and represent a serious unmet patient need. Recent use of single‐cell RNA sequencing (scRNAseq) has identified enriched cell types infiltrating cirrhotic livers but without defining the microanatomical location of these lineages thoroughl...

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Autores principales: Chung, Brian K., Øgaard, Jonas, Reims, Henrik Mikael, Karlsen, Tom H., Melum, Espen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9426406/
https://www.ncbi.nlm.nih.gov/pubmed/35726350
http://dx.doi.org/10.1002/hep4.2001
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author Chung, Brian K.
Øgaard, Jonas
Reims, Henrik Mikael
Karlsen, Tom H.
Melum, Espen
author_facet Chung, Brian K.
Øgaard, Jonas
Reims, Henrik Mikael
Karlsen, Tom H.
Melum, Espen
author_sort Chung, Brian K.
collection PubMed
description Liver fibrosis and cirrhosis have limited therapeutic options and represent a serious unmet patient need. Recent use of single‐cell RNA sequencing (scRNAseq) has identified enriched cell types infiltrating cirrhotic livers but without defining the microanatomical location of these lineages thoroughly. To assess whether fibrotic liver regions specifically harbor enriched cell types, we explored whether whole‐tissue spatial transcriptomics combined with scRNAseq and gene deconvolution analysis could be used to localize cell types in cirrhotic explants of patients with end‐stage liver disease (total n = 8; primary sclerosing cholangitis, n = 4; primary biliary cholangitis, n = 2, alcohol‐related liver disease, n = 2). Spatial transcriptomics clearly identified tissue areas of distinct gene expression that strongly correlated with the total area (Spearman r = 0.97, p = 0.0004) and precise location (parenchyma, 87.9% mean congruency; range, 73.1%–97.1%; fibrosis, 68.5% mean congruency; range, 41.0%–91.7%) of liver regions classified as parenchymal or fibrotic by conventional histology. Deconvolution and enumeration of parenchymal and fibrotic gene content as measured by spatial transcriptomics into distinct cell states revealed significantly higher frequencies of ACTA2+ FABP4+ and COL3A1+ mesenchymal cells, IL17RA+ S100A8+ and FCER1G+ tissue monocytes, VCAM1+ SDC3+ Kupffer cells, CCL4+ CCL5+ KLRB1+ and GZMA+ IL17RA+ T cells and HLA‐DR+, CD37+ CXCR4+ and IGHM+ IGHG+ B cells in fibrotic liver regions compared with parenchymal areas of cirrhotic explants. Conclusion: Our findings indicate that spatial transcriptomes of parenchymal and fibrotic liver regions express unique gene content within cirrhotic liver and demonstrate proof of concept that spatial transcriptomes combined with additional RNA sequencing methodologies can refine the localization of gene content and cell lineages in the search for antifibrotic targets.
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spelling pubmed-94264062022-08-31 Spatial transcriptomics identifies enriched gene expression and cell types in human liver fibrosis Chung, Brian K. Øgaard, Jonas Reims, Henrik Mikael Karlsen, Tom H. Melum, Espen Hepatol Commun Original Articles Liver fibrosis and cirrhosis have limited therapeutic options and represent a serious unmet patient need. Recent use of single‐cell RNA sequencing (scRNAseq) has identified enriched cell types infiltrating cirrhotic livers but without defining the microanatomical location of these lineages thoroughly. To assess whether fibrotic liver regions specifically harbor enriched cell types, we explored whether whole‐tissue spatial transcriptomics combined with scRNAseq and gene deconvolution analysis could be used to localize cell types in cirrhotic explants of patients with end‐stage liver disease (total n = 8; primary sclerosing cholangitis, n = 4; primary biliary cholangitis, n = 2, alcohol‐related liver disease, n = 2). Spatial transcriptomics clearly identified tissue areas of distinct gene expression that strongly correlated with the total area (Spearman r = 0.97, p = 0.0004) and precise location (parenchyma, 87.9% mean congruency; range, 73.1%–97.1%; fibrosis, 68.5% mean congruency; range, 41.0%–91.7%) of liver regions classified as parenchymal or fibrotic by conventional histology. Deconvolution and enumeration of parenchymal and fibrotic gene content as measured by spatial transcriptomics into distinct cell states revealed significantly higher frequencies of ACTA2+ FABP4+ and COL3A1+ mesenchymal cells, IL17RA+ S100A8+ and FCER1G+ tissue monocytes, VCAM1+ SDC3+ Kupffer cells, CCL4+ CCL5+ KLRB1+ and GZMA+ IL17RA+ T cells and HLA‐DR+, CD37+ CXCR4+ and IGHM+ IGHG+ B cells in fibrotic liver regions compared with parenchymal areas of cirrhotic explants. Conclusion: Our findings indicate that spatial transcriptomes of parenchymal and fibrotic liver regions express unique gene content within cirrhotic liver and demonstrate proof of concept that spatial transcriptomes combined with additional RNA sequencing methodologies can refine the localization of gene content and cell lineages in the search for antifibrotic targets. John Wiley and Sons Inc. 2022-06-20 /pmc/articles/PMC9426406/ /pubmed/35726350 http://dx.doi.org/10.1002/hep4.2001 Text en © 2022 The Authors. Hepatology Communications published by Wiley Periodicals LLC on behalf of American Association for the Study of Liver Diseases. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Original Articles
Chung, Brian K.
Øgaard, Jonas
Reims, Henrik Mikael
Karlsen, Tom H.
Melum, Espen
Spatial transcriptomics identifies enriched gene expression and cell types in human liver fibrosis
title Spatial transcriptomics identifies enriched gene expression and cell types in human liver fibrosis
title_full Spatial transcriptomics identifies enriched gene expression and cell types in human liver fibrosis
title_fullStr Spatial transcriptomics identifies enriched gene expression and cell types in human liver fibrosis
title_full_unstemmed Spatial transcriptomics identifies enriched gene expression and cell types in human liver fibrosis
title_short Spatial transcriptomics identifies enriched gene expression and cell types in human liver fibrosis
title_sort spatial transcriptomics identifies enriched gene expression and cell types in human liver fibrosis
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9426406/
https://www.ncbi.nlm.nih.gov/pubmed/35726350
http://dx.doi.org/10.1002/hep4.2001
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AT karlsentomh spatialtranscriptomicsidentifiesenrichedgeneexpressionandcelltypesinhumanliverfibrosis
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