Defining inflammatory cell states in rheumatoid arthritis joint synovial tissues by integrating single-cell transcriptomics and mass cytometry

被引:1028
作者
Zhang, Fan [1 ,2 ,3 ,4 ,5 ,6 ]
Wei, Kevin [3 ,6 ]
Slowikowski, Kamil [1 ,2 ,3 ,4 ,5 ,6 ]
Fonseka, Chamith Y. [1 ,2 ,3 ,4 ,5 ,6 ]
Rao, Deepak A. [3 ,6 ]
Kelly, Stephen [7 ]
Goodman, Susan M. [8 ,9 ]
Tabechian, Darren [10 ]
Hughes, Laura B. [11 ]
Salomon-Escoto, Karen [12 ]
Watts, Gerald F. M. [3 ,6 ]
Jonsson, A. Helena [3 ,6 ]
Rangel-Moreno, Javier [10 ]
Meednu, Nida [10 ]
Rozo, Cristina [13 ]
Apruzzese, William [3 ,6 ]
Eisenhaure, Thomas M. [5 ]
Lieb, David J. [5 ]
Boyle, David L. [14 ]
Mandelin, Arthur M., II [15 ]
Boyce, Brendan F.
DiCarlo, Edward [16 ]
Gravallese, Ellen M. [12 ]
Gregersen, Peter K. [17 ]
Moreland, Larry [18 ]
Firestein, Gary S. [14 ]
Hacohen, Nir [5 ]
Nusbaum, Chad [5 ]
Lederer, James A. [3 ,19 ]
Perlman, Harris [15 ]
Pitzalis, Costantino [20 ]
Filer, Andrew [21 ,22 ,23 ]
Holers, V. Michael [24 ]
Bykerk, Vivian P. [8 ,9 ]
Donlin, Laura T. [9 ,13 ]
Anolik, Jennifer H. [10 ,25 ]
Brenner, Michael B. [3 ,6 ]
Raychaudhuri, Soumya [1 ,2 ,3 ,4 ,5 ,6 ,26 ]
Albrecht, Jennifer [10 ]
Bridges, S. Louis, Jr. [11 ]
Buckley, Christopher D. [21 ,22 ]
Buckner, Jane H. [27 ]
Dolan, James [3 ,19 ]
Guthridge, Joel M. [28 ]
Gutierrez-Arcelus, Maria [1 ,2 ,3 ,4 ,5 ,6 ]
Ivashkiv, Lionel B. [9 ,29 ,30 ]
James, Eddie A. [27 ]
James, Judith A. [28 ]
Keegan, Josh [3 ,19 ]
Lee, Yvonne C. [15 ]
机构
[1] Brigham & Womens Hosp, Ctr Data Sci, 75 Francis St, Boston, MA 02115 USA
[2] Brigham & Womens Hosp, Dept Med, Div Genet, 75 Francis St, Boston, MA 02115 USA
[3] Harvard Med Sch, Boston, MA 02115 USA
[4] Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USA
[5] Broad Inst & Harvard, Cambridge, MA 02142 USA
[6] Brigham & Womens Hosp, Div Rheumatol, Immunol, Allergy, 75 Francis St, Boston, MA 02115 USA
[7] Barts Hlth NHS Trust, Dept Rheumatol, London, England
[8] Hosp Special Surg, Div Rheumatol, 535 E 70th St, New York, NY 10021 USA
[9] Weill Cornell Med Coll, Dept Med, New York, NY USA
[10] Univ Rochester, Med Ctr, Dept Med, Div Allergy Immunol & Rheumatol, Rochester, NY 14642 USA
[11] Univ Alabama Birmingham, Dept Med, Div Clin Immunol & Rheumatol, Birmingham, AL 35294 USA
[12] Univ Massachusetts, Sch Med, Dept Med, Div Rheumatol, Worcester, MA USA
[13] Hosp Special Surg, Arthrit & Tissue Degenerat, 535 E 70th St, New York, NY 10021 USA
[14] Univ Calif San Diego, Dept Med, Div Rheumatol Allergy & Immunol, La Jolla, CA 92093 USA
[15] Northwestern Univ, Dept Med, Feinberg Sch Med, Div Rheumatol, Chicago, IL 60611 USA
[16] Hosp Special Surg, Dept Pathol & Lab Med, 535 E 70th St, New York, NY 10021 USA
[17] Northwell Hlth, Feinstein Inst Med Res, Manhasset, NY USA
[18] Univ Pittsburgh, Sch Med, Div Rheumatol & Clin Immunol, Pittsburgh, PA USA
[19] Brigham & Womens Hosp, Dept Surg, 75 Francis St, Boston, MA 02115 USA
[20] Queen Mary Univ London, William Harvey Res Inst, Ctr Expt Med & Rheumatol, London, England
[21] Univ Hosp Birmingham NHS Fdn Trust, NIHR Birmingham Biomed Res Ctr, Birmingham, W Midlands, England
[22] Univ Birmingham, Birmingham, W Midlands, England
[23] Univ Hosp Birmingham NHS Fdn Trust, Birmingham, W Midlands, England
[24] Univ Colorado, Sch Med, Div Rheumatol, Aurora, CO USA
[25] Univ Rochester, Med Ctr, Ctr Musculoskeletal Res, Rochester, NY 14642 USA
[26] Univ Manchester, Ctr Musculoskeletal Res, Arthrit Res UK Ctr Genet & Gen, Manchester, Lancs, England
[27] Virginia Mason, Benaroya Res Inst, Translat Res Program, Seattle, VA USA
[28] Oklahoma Med Res Fdn, Dept Arthrit & Clin Immunol, 825 NE 13th St, Oklahoma City, OK 73104 USA
[29] Weill Cornell Grad Sch Med Sci, Grad Program Immunol & Microbial Pathogenes, New York, NY USA
[30] Hosp Special Surg, David Z Rosensweig Genom Res Ctr, 535 E 70th St, New York, NY 10021 USA
[31] Tokyo Med & Dent Univ, Dept Rheumatol, Grad Sch Med & Dent Sci, Tokyo, Japan
[32] Rockefeller Univ, 1230 York Ave, New York, NY 10021 USA
[33] Stanford Univ, Sch Med, Dept Med, Div Immunol & Rheumatol, Palo Alto, CA 94304 USA
[34] Stanford Univ, Sch Med, Inst Immun Transplantat & Infect, Stanford, CA 94305 USA
基金
美国国家卫生研究院; 英国惠康基金; 新加坡国家研究基金会;
关键词
B-CELLS; SUBSETS; PATHOPHYSIOLOGY; PATHOGENESIS; FIBROBLASTS; MACROPHAGES; EXPRESSION; SYSTEM; IMMUNE;
D O I
10.1038/s41590-019-0378-1
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
071005 [微生物学]; 100108 [医学免疫学];
摘要
To define the cell populations that drive joint inflammation in rheumatoid arthritis (RA), we applied single-cell RNA sequencing (scRNA-seq), mass cytometry, bulk RNA sequencing (RNA-seq) and flow cytometry to Tcells, B cells, monocytes, and fibroblasts from 51 samples of synovial tissue from patients with RA or osteoarthritis (OA). Utilizing an integrated strategy based on canonical correlation analysis of 5,265 scRNA-seq profiles, we identified 18 unique cell populations. Combining mass cytometry and transcriptomics revealed cell states expanded in RA synovia: THY1(CD90)(+)HLA-DRA(hi) sublining fibroblasts, IL1B(+) pro-inflammatory monocytes, ITGAX(+)TBX21(+) autoimmune-associated B cells and PDCD1(+) peripheral helper T (T-PH) cells and follicular helper T (T-FH) cells. We defined distinct subsets of CD8(+)Tcells characterized by GZMIK(+), GZMB(+), and GNLY(+) phenotypes. We mapped inflammatory mediators to their source cell populations; for example, we attributed 1L6 expression to THYl(+)HLA-DRA(hi) fibroblasts and IL1B production to pro-inflammatory monocytes. These populations are potentially key mediators of RA pathogenesis.
引用
收藏
页码:928 / +
页数:18
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