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Single‐Cell, Single‐Nucleus, and Spatial RNA Sequencing of the Human Liver Identifies Cholangiocyte and Mesenchymal Heterogeneity
The critical functions of the human liver are coordinated through the interactions of hepatic parenchymal and non‐parenchymal cells. Recent advances in single‐cell transcriptional approaches have enabled an examination of the human liver with unprecedented resolution. However, dissociation‐related c...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8948611/ https://www.ncbi.nlm.nih.gov/pubmed/34792289 http://dx.doi.org/10.1002/hep4.1854 |
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author | Andrews, Tallulah S. Atif, Jawairia Liu, Jeff C. Perciani, Catia T. Ma, Xue‐Zhong Thoeni, Cornelia Slyper, Michal Eraslan, Gökcen Segerstolpe, Asa Manuel, Justin Chung, Sai Winter, Erin Cirlan, Iulia Khuu, Nicholas Fischer, Sandra Rozenblatt‐Rosen, Orit Regev, Aviv McGilvray, Ian D. Bader, Gary D. MacParland, Sonya A. |
author_facet | Andrews, Tallulah S. Atif, Jawairia Liu, Jeff C. Perciani, Catia T. Ma, Xue‐Zhong Thoeni, Cornelia Slyper, Michal Eraslan, Gökcen Segerstolpe, Asa Manuel, Justin Chung, Sai Winter, Erin Cirlan, Iulia Khuu, Nicholas Fischer, Sandra Rozenblatt‐Rosen, Orit Regev, Aviv McGilvray, Ian D. Bader, Gary D. MacParland, Sonya A. |
author_sort | Andrews, Tallulah S. |
collection | PubMed |
description | The critical functions of the human liver are coordinated through the interactions of hepatic parenchymal and non‐parenchymal cells. Recent advances in single‐cell transcriptional approaches have enabled an examination of the human liver with unprecedented resolution. However, dissociation‐related cell perturbation can limit the ability to fully capture the human liver’s parenchymal cell fraction, which limits the ability to comprehensively profile this organ. Here, we report the transcriptional landscape of 73,295 cells from the human liver using matched single‐cell RNA sequencing (scRNA‐seq) and single‐nucleus RNA sequencing (snRNA‐seq). The addition of snRNA‐seq enabled the characterization of interzonal hepatocytes at a single‐cell resolution, revealed the presence of rare subtypes of liver mesenchymal cells, and facilitated the detection of cholangiocyte progenitors that had only been observed during in vitro differentiation experiments. However, T and B lymphocytes and natural killer cells were only distinguishable using scRNA‐seq, highlighting the importance of applying both technologies to obtain a complete map of tissue‐resident cell types. We validated the distinct spatial distribution of the hepatocyte, cholangiocyte, and mesenchymal cell populations by an independent spatial transcriptomics data set and immunohistochemistry. Conclusion: Our study provides a systematic comparison of the transcriptomes captured by scRNA‐seq and snRNA‐seq and delivers a high‐resolution map of the parenchymal cell populations in the healthy human liver. |
format | Online Article Text |
id | pubmed-8948611 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89486112022-03-29 Single‐Cell, Single‐Nucleus, and Spatial RNA Sequencing of the Human Liver Identifies Cholangiocyte and Mesenchymal Heterogeneity Andrews, Tallulah S. Atif, Jawairia Liu, Jeff C. Perciani, Catia T. Ma, Xue‐Zhong Thoeni, Cornelia Slyper, Michal Eraslan, Gökcen Segerstolpe, Asa Manuel, Justin Chung, Sai Winter, Erin Cirlan, Iulia Khuu, Nicholas Fischer, Sandra Rozenblatt‐Rosen, Orit Regev, Aviv McGilvray, Ian D. Bader, Gary D. MacParland, Sonya A. Hepatol Commun Original Articles The critical functions of the human liver are coordinated through the interactions of hepatic parenchymal and non‐parenchymal cells. Recent advances in single‐cell transcriptional approaches have enabled an examination of the human liver with unprecedented resolution. However, dissociation‐related cell perturbation can limit the ability to fully capture the human liver’s parenchymal cell fraction, which limits the ability to comprehensively profile this organ. Here, we report the transcriptional landscape of 73,295 cells from the human liver using matched single‐cell RNA sequencing (scRNA‐seq) and single‐nucleus RNA sequencing (snRNA‐seq). The addition of snRNA‐seq enabled the characterization of interzonal hepatocytes at a single‐cell resolution, revealed the presence of rare subtypes of liver mesenchymal cells, and facilitated the detection of cholangiocyte progenitors that had only been observed during in vitro differentiation experiments. However, T and B lymphocytes and natural killer cells were only distinguishable using scRNA‐seq, highlighting the importance of applying both technologies to obtain a complete map of tissue‐resident cell types. We validated the distinct spatial distribution of the hepatocyte, cholangiocyte, and mesenchymal cell populations by an independent spatial transcriptomics data set and immunohistochemistry. Conclusion: Our study provides a systematic comparison of the transcriptomes captured by scRNA‐seq and snRNA‐seq and delivers a high‐resolution map of the parenchymal cell populations in the healthy human liver. John Wiley and Sons Inc. 2021-11-18 /pmc/articles/PMC8948611/ /pubmed/34792289 http://dx.doi.org/10.1002/hep4.1854 Text en © 2021 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 Andrews, Tallulah S. Atif, Jawairia Liu, Jeff C. Perciani, Catia T. Ma, Xue‐Zhong Thoeni, Cornelia Slyper, Michal Eraslan, Gökcen Segerstolpe, Asa Manuel, Justin Chung, Sai Winter, Erin Cirlan, Iulia Khuu, Nicholas Fischer, Sandra Rozenblatt‐Rosen, Orit Regev, Aviv McGilvray, Ian D. Bader, Gary D. MacParland, Sonya A. Single‐Cell, Single‐Nucleus, and Spatial RNA Sequencing of the Human Liver Identifies Cholangiocyte and Mesenchymal Heterogeneity |
title | Single‐Cell, Single‐Nucleus, and Spatial RNA Sequencing of the Human Liver Identifies Cholangiocyte and Mesenchymal Heterogeneity |
title_full | Single‐Cell, Single‐Nucleus, and Spatial RNA Sequencing of the Human Liver Identifies Cholangiocyte and Mesenchymal Heterogeneity |
title_fullStr | Single‐Cell, Single‐Nucleus, and Spatial RNA Sequencing of the Human Liver Identifies Cholangiocyte and Mesenchymal Heterogeneity |
title_full_unstemmed | Single‐Cell, Single‐Nucleus, and Spatial RNA Sequencing of the Human Liver Identifies Cholangiocyte and Mesenchymal Heterogeneity |
title_short | Single‐Cell, Single‐Nucleus, and Spatial RNA Sequencing of the Human Liver Identifies Cholangiocyte and Mesenchymal Heterogeneity |
title_sort | single‐cell, single‐nucleus, and spatial rna sequencing of the human liver identifies cholangiocyte and mesenchymal heterogeneity |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8948611/ https://www.ncbi.nlm.nih.gov/pubmed/34792289 http://dx.doi.org/10.1002/hep4.1854 |
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