TY - JOUR
T1 - Single-cell RNA sequencing of liver fine-needle aspirates captures immune diversity in the blood and liver in chronic hepatitis B patients
AU - Genshaft, Alex S.
AU - Subudhi, Sonu
AU - Keo, Arlin
AU - Vasquez, Juan Diego Sanchez
AU - Conceição-Neto, Nádia
AU - Mahamed, Deeqa
AU - Boeijen, Lauke L.
AU - Alatrakchi, Nadia
AU - Oetheimer, Chris
AU - Vilme, Mike
AU - Drake, Riley
AU - Fleming, Ira
AU - Tran, Nancy
AU - Tzouanas, Constantine
AU - Joseph-Chazan, Jasmin
AU - Villanueva, Martin Arreola
AU - van de Werken, Harmen J.G.
AU - van Oord, Gertine W.
AU - Groothuismink, Zwier M.A.
AU - Beudeker, Boris J.
AU - Osmani, Zgjim
AU - Nkongolo, Shirin
AU - Mehrotra, Aman
AU - Spittaels, Kurt
AU - Feld, Jordan
AU - Chung, Raymond T.
AU - de Knegt, Robert J.
AU - Janssen, Harry L.A.
AU - Aerssens, Jeroen
AU - Bollekens, Jacques
AU - Hacohen, Nir
AU - Lauer, Georg M.
AU - Boonstra, Andre
AU - Shalek, Alex K.
AU - Gehring, Adam J.
N1 - Publisher Copyright:
Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc.
PY - 2023/11
Y1 - 2023/11
N2 - 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 S3 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 S3 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.
AB - 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 S3 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 S3 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.
UR - http://www.scopus.com/inward/record.url?scp=85163756194&partnerID=8YFLogxK
U2 - 10.1097/HEP.0000000000000438
DO - 10.1097/HEP.0000000000000438
M3 - Article
C2 - 37158243
AN - SCOPUS:85163756194
SN - 0270-9139
VL - 78
SP - 1525
EP - 1541
JO - Hepatology
JF - Hepatology
IS - 5
ER -