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Single-cell RNA sequencing of liver fine-needle aspirates captures immune diversity in the blood and liver in chronic hepatitis B patients
BACKGROUND AND AIMS: HBV infection is restricted to the liver, where it drives exhaustion of virus-specific T and B cells and pathogenesis through dysregulation of intrahepatic immunity. Our understanding of liver-specific events related to viral control and liver damage has relied almost solely on...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10581444/ https://www.ncbi.nlm.nih.gov/pubmed/37158243 http://dx.doi.org/10.1097/HEP.0000000000000438 |
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author | Genshaft, Alex S. Subudhi, Sonu Keo, Arlin Sanchez Vasquez, Juan Diego Conceição-Neto, Nádia Mahamed, Deeqa Boeijen, Lauke L. Alatrakchi, Nadia Oetheimer, Chris Vilme, Mike Drake, Riley Fleming, Ira Tran, Nancy Tzouanas, Constantine Joseph-Chazan, Jasmin Arreola Villanueva, Martin van de Werken, Harmen J. G. van Oord, Gertine W. Groothuismink, Zwier M. A. Beudeker, Boris J. Osmani, Zgjim Nkongolo, Shirin Mehrotra, Aman Spittaels, Kurt Feld, Jordan Chung, Raymond T. de Knegt, Robert J. Janssen, Harry L. A. Aerssens, Jeroen Bollekens, Jacques Hacohen, Nir Lauer, Georg M. Boonstra, Andre Shalek, Alex K. Gehring, Adam J. |
author_facet | Genshaft, Alex S. Subudhi, Sonu Keo, Arlin Sanchez Vasquez, Juan Diego Conceição-Neto, Nádia Mahamed, Deeqa Boeijen, Lauke L. Alatrakchi, Nadia Oetheimer, Chris Vilme, Mike Drake, Riley Fleming, Ira Tran, Nancy Tzouanas, Constantine Joseph-Chazan, Jasmin Arreola Villanueva, Martin van de Werken, Harmen J. G. van Oord, Gertine W. Groothuismink, Zwier M. A. Beudeker, Boris J. Osmani, Zgjim Nkongolo, Shirin Mehrotra, Aman Spittaels, Kurt Feld, Jordan Chung, Raymond T. de Knegt, Robert J. Janssen, Harry L. A. Aerssens, Jeroen Bollekens, Jacques Hacohen, Nir Lauer, Georg M. Boonstra, Andre Shalek, Alex K. Gehring, Adam J. |
author_sort | Genshaft, Alex S. |
collection | PubMed |
description | BACKGROUND AND AIMS: HBV infection is restricted to the liver, where it drives exhaustion of virus-specific T and B cells and pathogenesis through dysregulation of intrahepatic immunity. Our understanding of liver-specific events related to viral control and liver damage has relied almost solely on animal models, and we lack useable peripheral biomarkers to quantify intrahepatic immune activation beyond cytokine measurement. Our objective was to overcome the practical obstacles of liver sampling using fine-needle aspiration and develop an optimized workflow to comprehensively compare the blood and liver compartments within patients with chronic hepatitis B using single-cell RNA sequencing. APPROACH AND RESULTS: We developed a workflow that enabled multi-site international studies and centralized single-cell RNA sequencing. Blood and liver fine-needle aspirations were collected, and cellular and molecular captures were compared between the Seq-Well S(3) picowell-based and the 10× Chromium reverse-emulsion droplet–based single-cell RNA sequencing technologies. Both technologies captured the cellular diversity of the liver, but Seq-Well S(3) effectively captured neutrophils, which were absent in the 10× dataset. CD8 T cells and neutrophils displayed distinct transcriptional profiles between blood and liver. In addition, liver fine-needle aspirations captured a heterogeneous liver macrophage population. Comparison between untreated patients with chronic hepatitis B and patients treated with nucleoside analogs showed that myeloid cells were highly sensitive to environmental changes while lymphocytes displayed minimal differences. CONCLUSIONS: The ability to electively sample and intensively profile the immune landscape of the liver, and generate high-resolution data, will enable multi-site clinical studies to identify biomarkers for intrahepatic immune activity in HBV and beyond. |
format | Online Article Text |
id | pubmed-10581444 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-105814442023-10-18 Single-cell RNA sequencing of liver fine-needle aspirates captures immune diversity in the blood and liver in chronic hepatitis B patients Genshaft, Alex S. Subudhi, Sonu Keo, Arlin Sanchez Vasquez, Juan Diego Conceição-Neto, Nádia Mahamed, Deeqa Boeijen, Lauke L. Alatrakchi, Nadia Oetheimer, Chris Vilme, Mike Drake, Riley Fleming, Ira Tran, Nancy Tzouanas, Constantine Joseph-Chazan, Jasmin Arreola Villanueva, Martin van de Werken, Harmen J. G. van Oord, Gertine W. Groothuismink, Zwier M. A. Beudeker, Boris J. Osmani, Zgjim Nkongolo, Shirin Mehrotra, Aman Spittaels, Kurt Feld, Jordan Chung, Raymond T. de Knegt, Robert J. Janssen, Harry L. A. Aerssens, Jeroen Bollekens, Jacques Hacohen, Nir Lauer, Georg M. Boonstra, Andre Shalek, Alex K. Gehring, Adam J. Hepatology Original Articles: Viral Hepatitis BACKGROUND AND AIMS: HBV infection is restricted to the liver, where it drives exhaustion of virus-specific T and B cells and pathogenesis through dysregulation of intrahepatic immunity. Our understanding of liver-specific events related to viral control and liver damage has relied almost solely on animal models, and we lack useable peripheral biomarkers to quantify intrahepatic immune activation beyond cytokine measurement. Our objective was to overcome the practical obstacles of liver sampling using fine-needle aspiration and develop an optimized workflow to comprehensively compare the blood and liver compartments within patients with chronic hepatitis B using single-cell RNA sequencing. APPROACH AND RESULTS: We developed a workflow that enabled multi-site international studies and centralized single-cell RNA sequencing. Blood and liver fine-needle aspirations were collected, and cellular and molecular captures were compared between the Seq-Well S(3) picowell-based and the 10× Chromium reverse-emulsion droplet–based single-cell RNA sequencing technologies. Both technologies captured the cellular diversity of the liver, but Seq-Well S(3) effectively captured neutrophils, which were absent in the 10× dataset. CD8 T cells and neutrophils displayed distinct transcriptional profiles between blood and liver. In addition, liver fine-needle aspirations captured a heterogeneous liver macrophage population. Comparison between untreated patients with chronic hepatitis B and patients treated with nucleoside analogs showed that myeloid cells were highly sensitive to environmental changes while lymphocytes displayed minimal differences. CONCLUSIONS: The ability to electively sample and intensively profile the immune landscape of the liver, and generate high-resolution data, will enable multi-site clinical studies to identify biomarkers for intrahepatic immune activity in HBV and beyond. Lippincott Williams & Wilkins 2023-11 2023-05-10 /pmc/articles/PMC10581444/ /pubmed/37158243 http://dx.doi.org/10.1097/HEP.0000000000000438 Text en Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) |
spellingShingle | Original Articles: Viral Hepatitis Genshaft, Alex S. Subudhi, Sonu Keo, Arlin Sanchez Vasquez, Juan Diego Conceição-Neto, Nádia Mahamed, Deeqa Boeijen, Lauke L. Alatrakchi, Nadia Oetheimer, Chris Vilme, Mike Drake, Riley Fleming, Ira Tran, Nancy Tzouanas, Constantine Joseph-Chazan, Jasmin Arreola Villanueva, Martin van de Werken, Harmen J. G. van Oord, Gertine W. Groothuismink, Zwier M. A. Beudeker, Boris J. Osmani, Zgjim Nkongolo, Shirin Mehrotra, Aman Spittaels, Kurt Feld, Jordan Chung, Raymond T. de Knegt, Robert J. Janssen, Harry L. A. Aerssens, Jeroen Bollekens, Jacques Hacohen, Nir Lauer, Georg M. Boonstra, Andre Shalek, Alex K. Gehring, Adam J. Single-cell RNA sequencing of liver fine-needle aspirates captures immune diversity in the blood and liver in chronic hepatitis B patients |
title | Single-cell RNA sequencing of liver fine-needle aspirates captures immune diversity in the blood and liver in chronic hepatitis B patients |
title_full | Single-cell RNA sequencing of liver fine-needle aspirates captures immune diversity in the blood and liver in chronic hepatitis B patients |
title_fullStr | Single-cell RNA sequencing of liver fine-needle aspirates captures immune diversity in the blood and liver in chronic hepatitis B patients |
title_full_unstemmed | Single-cell RNA sequencing of liver fine-needle aspirates captures immune diversity in the blood and liver in chronic hepatitis B patients |
title_short | Single-cell RNA sequencing of liver fine-needle aspirates captures immune diversity in the blood and liver in chronic hepatitis B patients |
title_sort | single-cell rna sequencing of liver fine-needle aspirates captures immune diversity in the blood and liver in chronic hepatitis b patients |
topic | Original Articles: Viral Hepatitis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10581444/ https://www.ncbi.nlm.nih.gov/pubmed/37158243 http://dx.doi.org/10.1097/HEP.0000000000000438 |
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