Dissecting cellular crosstalk by sequencing physically interacting cells

被引:189
作者
Giladi, Amir [1 ]
Cohen, Merav [1 ,2 ]
Medaglia, Chiara [1 ,3 ]
Baran, Yael [4 ]
Li, Baoguo [1 ]
Zada, Mor [1 ]
Bost, Pierre [1 ,5 ,6 ,7 ]
Blecher-Gonen, Ronnie [1 ,8 ]
Salame, Tomer-Meir [9 ]
Mayer, Johannes U. [10 ]
David, Eyal [1 ]
Ronchese, Franca [10 ]
Tanay, Amos [4 ]
Amit, Ido [1 ]
机构
[1] Weizmann Inst Sci, Dept Immunol, Rehovot, Israel
[2] Icahn Sch Med Mt Sinai, Dept Oncol Sci, Tisch Canc Inst, Precis Immunol Inst, New York, NY 10029 USA
[3] Univ Geneva, Dept Microbiol & Mol Med, Sch Med, Geneva, Switzerland
[4] Weizmann Inst Sci, Dept Regulat Biol, Dept Comp Sci & Appl Math, Rehovot, Israel
[5] Inst Pasteur, CNRS, Syst Biol Grp, Ctr Bioinformat Biostat & Integrat Biol C3BI, Paris, France
[6] Inst Pasteur, CNRS, USR 3756, Paris, France
[7] Sorbonne Univ, Complex Vivant, Paris, France
[8] Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA
[9] Weizmann Inst Sci, Dept Biol Serv, Flow Cytometry Unit, Rehovot, Israel
[10] Malaghan Inst Med Res, Wellington, New Zealand
基金
以色列科学基金会; 欧洲研究理事会;
关键词
CD4(+) T-CELLS; MATURING DENDRITIC CELLS; GENOME-WIDE EXPRESSION; INTERACTIONS IN-VIVO; DIFFERENTIATION; RECONSTRUCTION; MICROGLIA; REVEALS; GENES; SEQ;
D O I
10.1038/s41587-020-0442-2
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
PIC-seq characterizes cellular crosstalk by sorting and sequencing physically interacting cells. Crosstalk between neighboring cells underlies many biological processes, including cell signaling, proliferation and differentiation. Current single-cell genomic technologies profile each cell separately after tissue dissociation, losing information on cell-cell interactions. In the present study, we present an approach for sequencing physically interacting cells (PIC-seq), which combines cell sorting of physically interacting cells (PICs) with single-cell RNA-sequencing. Using computational modeling, PIC-seq systematically maps in situ cellular interactions and characterizes their molecular crosstalk. We apply PIC-seq to interrogate diverse interactions including immune-epithelial PICs in neonatal murine lungs. Focusing on interactions between T cells and dendritic cells (DCs) in vitro and in vivo, we map T cell-DC interaction preferences, and discover regulatory T cells as a major T cell subtype interacting with DCs in mouse draining lymph nodes. Analysis of T cell-DC pairs reveals an interaction-specific program between pathogen-presenting migratory DCs and T cells. PIC-seq provides a direct and broadly applicable technology to characterize intercellular interaction-specific pathways at high resolution.
引用
收藏
页码:629 / +
页数:16
相关论文
共 61 条
[1]   Regulatory T cells mediate specific suppression by depleting peptide-MHC class II from dendritic cells [J].
Akkaya, Billur ;
Oya, Yoshihiro ;
Akkaya, Munir ;
Al Souz, Jafar ;
Holstein, Amanda H. ;
Kamenyeva, Olena ;
Kabat, Juraj ;
Matsumura, Ryutaro ;
Dorward, David W. ;
Glass, Deborah D. ;
Shevach, Ethan M. .
NATURE IMMUNOLOGY, 2019, 20 (02) :218-+
[2]   Dendritic cells and the control of immunity [J].
Banchereau, J ;
Steinman, RM .
NATURE, 1998, 392 (6673) :245-252
[3]   MetaCell: analysis of single-cell RNA-seq data using K-nn graph partitions [J].
Baran, Yael ;
Bercovich, Akhiad ;
Sebe-Pedros, Arnau ;
Lubling, Yaniv ;
Giladi, Amir ;
Chomsky, Elad ;
Meir, Zohar ;
Hoichman, Michael ;
Lifshitz, Aviezer ;
Tanay, Amos .
GENOME BIOLOGY, 2019, 20 (01)
[4]   Defective TCR expression in transgenic mice constructed using cDNA-based α- and β-chain genes under the control of heterologous regulatory elements [J].
Barnden, MJ ;
Allison, J ;
Heath, WR ;
Carbone, FR .
IMMUNOLOGY AND CELL BIOLOGY, 1998, 76 (01) :34-40
[5]   Help for cytotoxic-T-cell responses is mediated by CD40 signalling [J].
Bennett, SRM ;
Carbone, FR ;
Karamalis, F ;
Flavell, RA ;
Miller, JFAP ;
Heath, WR .
NATURE, 1998, 393 (6684) :478-480
[6]  
Binder EB, 2009, PSYCHONEUROENDOCRINO, V34, P99, DOI [10.1016/j.psyneuen.2008.08.018, 10.1016/j.psyneuen.2009.05.021]
[7]   Unleashing Type-2 Dendritic Cells to Drive Protective Antitumor CD4+ T Cell Immunity [J].
Binnewies, Mikhail ;
Mujal, Adriana M. ;
Pollack, Joshua L. ;
Combes, Alexis J. ;
Hardison, Emily A. ;
Barry, Kevin C. ;
Tsui, Jessica ;
Ruhland, Megan K. ;
Kersten, Kelly ;
Abushawish, Marwan A. ;
Spasic, Marko ;
Giurintano, Jonathan P. ;
Chan, Vincent ;
Daud, Adil, I ;
Ha, Patrick ;
Ye, Chun J. ;
Roberts, Edward W. ;
Krummel, Matthew F. .
CELL, 2019, 177 (03) :556-+
[8]   Identification of glucocorticoid-regulated genes that control cell proliferation during murine respiratory development [J].
Bird, Anthony D. ;
Tan, Kheng H. ;
Olsson, P. Fredrik ;
Zieba, Malgorzata ;
Flecknoe, Sharon J. ;
Liddicoat, Douglas R. ;
Mollard, Richard ;
Hooper, Stuart B. ;
Cole, Timothy J. .
JOURNAL OF PHYSIOLOGY-LONDON, 2007, 585 (01) :187-201
[9]   Single-Cell Analysis of Diverse Pathogen Responses Defines a Molecular Roadmap for Generating Antigen-Specific Immunity [J].
Blecher-Gonen, Ronnie ;
Bost, Pierre ;
Hilligan, Kerry L. ;
David, Eyal ;
Salame, Tomer Meir ;
Roussel, Elsa ;
Connor, Lisa M. ;
Mayer, Johannes U. ;
Halpern, Keren Bahar ;
Toth, Beata ;
Itzkovitz, Shalev ;
Schwikowski, Benno ;
Ronchese, Franca ;
Amit, Ido .
CELL SYSTEMS, 2019, 8 (02) :109-+
[10]   Mapping the physical network of cellular interactions [J].
Boisset, Jean-Charles ;
Vivie, Judith ;
Gruen, Dominic ;
Muraro, Mauro J. ;
Lyubimova, Anna ;
van Oudenaarden, Alexander .
NATURE METHODS, 2018, 15 (07) :547-+