Single-cell RNA sequencing of liver fine-needle aspirates captures immune diversity in the blood and liver in chronic hepatitis B patients

被引:20
作者
Genshaft, Alex S. [1 ,2 ,3 ,4 ]
Subudhi, Sonu [5 ,6 ,7 ]
Keo, Arlin [8 ,9 ]
Vasquez, Juan Diego Sanchez [10 ,11 ]
Conceicao-Neto, Nadia [12 ]
Mahamed, Deeqa [10 ]
Boeijen, Lauke L. [8 ]
Alatrakchi, Nadia [5 ,6 ,7 ]
Oetheimer, Chris [5 ,6 ,7 ]
Vilme, Mike [1 ,2 ,3 ,4 ]
Drake, Riley [1 ,2 ,3 ,4 ]
Fleming, Ira [1 ,2 ,3 ,4 ]
Tran, Nancy [1 ,2 ,3 ,4 ]
Tzouanas, Constantine [1 ,2 ,3 ,4 ]
Joseph-Chazan, Jasmin [1 ,2 ,3 ,4 ,13 ]
Arreola Villanueva, Martin [1 ,2 ,3 ,4 ,14 ]
van de Werken, Harmen J. G. [8 ,9 ,15 ,16 ]
van Oord, Gertine W. [8 ]
Groothuismink, Zwier M. A. [8 ]
Beudeker, Boris J. [8 ]
Osmani, Zgjim [8 ]
Nkongolo, Shirin [10 ]
Mehrotra, Aman [10 ]
Spittaels, Kurt [12 ]
Feld, Jordan [10 ]
Chung, Raymond T. [5 ,6 ,7 ]
de Knegt, Robert J. [8 ]
Janssen, Harry L. A. [8 ,10 ]
Aerssens, Jeroen [12 ]
Bollekens, Jacques [12 ]
Hacohen, Nir [4 ,13 ]
Lauer, Georg M. [3 ]
Boonstra, Andre [8 ]
Shalek, Alex K. [1 ,2 ,3 ,4 ]
Gehring, Adam J. [10 ,11 ,17 ]
机构
[1] MIT, Inst Med Engn & Sci IMES, Dept Chem, Cambridge, MA USA
[2] MIT, Koch Inst Integrat Canc Res, Cambridge, MA USA
[3] Ragon Inst Massachusetts Gen Hosp MIT & Harvard Un, 400 Technol Sq, Cambridge, MA USA
[4] Broad Inst MIT & Harvard, Cambridge, MA USA
[5] Massachusetts Gen Hosp, Liver Ctr, Div Gastroenterol, Boston, MA USA
[6] Massachusetts Gen Hosp, Liver Ctr, Boston, MA USA
[7] Harvard Med Sch, Boston, MA USA
[8] Erasmus MC Univ Med Ctr, Dept Gastroenterol & Hepatol, Rotterdam, Netherlands
[9] Univ Med Ctr, Erasmus MC Canc Inst, Canc Computat Biol Ctr, Rotterdam, Netherlands
[10] Univ Hlth Network, Toronto Gen Hosp Res Inst, Toronto Ctr Liver Dis, Toronto, ON, Canada
[11] Univ Toronto, Dept Immunol, Toronto, ON, Canada
[12] Janssen Res & Dev, Infect Dis Biomarkers, Beerse, Belgium
[13] Harvard Med Sch, Dept Immunol, Boston, MA USA
[14] MIT, Dept Biol, Cambridge, MA USA
[15] Univ Med Ctr, Erasmus MC Canc Inst, Dept Urol, Rotterdam, Netherlands
[16] Univ Med Ctr, Erasmus MC Canc Inst, Dept Immunol, Rotterdam, Netherlands
[17] Toronto Ctr Liver Dis, PMCRT 10-356,101 Coll St, Toronto, ON M5G1L7, Canada
关键词
STEADY-STATE; LIFE-SPAN; T-CELLS; ANTIGEN; SUBSETS; DIFFERENTIATION; RECRUITMENT; MACROPHAGES; ENVIRONMENT; EXPRESSION;
D O I
10.1097/HEP.0000000000000438
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
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 10x 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 10x 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.
引用
收藏
页码:1525 / 1541
页数:17
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