Cytometry by time-of-flight immunophenotyping identifies a blood Sjogren's signature correlating with disease activity and glandular inflammation

被引:149
作者
Mingueneau, Michael [1 ]
Boudaoud, Saida [2 ,3 ]
Haskett, Scott [1 ]
Reynolds, Taylor L. [1 ]
Nocturne, Gaetane [2 ,3 ,4 ]
Norton, Elizabeth [1 ]
Zhang, Xueli [1 ]
Constant, Myrtha [1 ]
Park, Daniel [1 ]
Wang, Wenting [1 ]
Lazure, Thierry [2 ,3 ,4 ]
Le Pajolec, Christine [4 ]
Ergun, Ayla [1 ]
Mariette, Xavier [2 ,3 ,4 ]
机构
[1] Biogen, Immunol Res, Cambridge, MA USA
[2] Univ Paris 11, Fac Med, Le Kremlin Bicetre, France
[3] INSERM, U1184, Ctr Immunol Viral Infect & Autoimmune Dis, F-94275 Le Kremlin Bicetre, France
[4] Hop Univ Paris Sud, AP HP, Le Kremlin Bicetre, France
关键词
Sjogren's syndrome; autoimmunity; mass cytometry; cytometry by time-of-flight; immunophenotyping; patient stratification; biomarker discovery; therapeutic target; CELL MASS CYTOMETRY; EPITHELIAL-CELLS; B-CELL; EXPRESSION; ACTIVATION; PATHOGENESIS; IMMUNE; SHOWS; SUBSET;
D O I
10.1016/j.jaci.2016.01.024
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Background: Mass cytometry has recently emerged as a promising tool for clinical research. However, few studies have demonstrated its benefit for patient stratification and biomarker identification. Primary Sjogren's syndrome (pSS) is a prototype of chronic autoimmune disease, the pathogenesis of which remains unclear and for which treatment does not exist. Objective: This observational case-control study was designed to discover new cellular biomarkers and therapeutic targets in patients with pSS. Methods: Forty-nine patients with pSS and 45 control subjects were enrolled for clinical evaluation and mass cytometry quantification of 34 protein markers in blood. For a third of these subjects, matched labial salivary gland biopsy specimens were also analyzed by mass cytometry and immunohistochemistry. Results: In salivary gland biopsy specimens from patients with pSS, we identified a high number of activated CD8(+) T cells, terminally differentiated plasma cells, and activated epithelial cells, pointing to new pathogenic mechanisms for future clinical intervention. In blood, we identified a 6-cell disease signature defined by decreased numbers of CD4 and memory B lymphocytes, decreased plasmacytoid dendritic cell numbers, and increased representation of activated CD4 and CD8T cells and plasmablasts. These blood cellular components correlated with clinical parameters and, when taken together, clustered patients into subsets with distinct disease activity and glandular inflammation. Conclusion: This first application of mass cytometry to a well stratified clinical cohort and small biopsy tissues establishes the benefits of such an approach for the discovery of new biomarkers and therapeutic targets. Similar high-dimensional immunophenotyping strategies could be implemented in longitudinal and interventional clinical settings in this and other disease areas.
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页码:1809 / +
页数:25
相关论文
共 44 条
[21]  
Manoussakis MN, 1999, ARTHRITIS RHEUM, V42, P229, DOI 10.1002/1529-0131(199902)42:2<229::AID-ANR4>3.0.CO
[22]  
2-X
[23]   Single-cell mass cytometry of TCR signaling: Amplification of small initial differences results in low ERK activation in NOD mice [J].
Mingueneau, Michael ;
Krishnaswamy, Smita ;
Spitzer, Matthew H. ;
Bendall, Sean C. ;
Stone, Erica L. ;
Hedrick, Stephen M. ;
Pe'er, Dana ;
Mathis, Diane ;
Nolan, Garry P. ;
Benoist, Christophe .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (46) :16466-16471
[24]   Impact of recent innovations in the use of mass cytometry in support of drug development [J].
Nassar, Ala F. ;
Ogura, Hideki ;
Wisnewski, Adam V. .
DRUG DISCOVERY TODAY, 2015, 20 (10) :1169-1175
[25]   Cytometry by Time-of-Flight Shows Combinatorial Cytokine Expression and Virus-Specific Cell Niches within a Continuum of CD8+ T Cell Phenotypes [J].
Newell, Evan W. ;
Sigal, Natalia ;
Bendall, Sean C. ;
Nolan, Garry P. ;
Davis, Mark M. .
IMMUNITY, 2012, 36 (01) :142-152
[26]   Type I and II interferon signatures in Sjogren's syndrome pathogenesis: Contributions in distinct clinical phenotypes and Sjogren's related lymphomagenesis [J].
Nezos, Adrianos ;
Gravani, Fotini ;
Tassidou, Anna ;
Kapsogeorgou, Efstathia K. ;
Voulgarelis, Michael ;
Koutsilieris, Michael ;
Crow, Mary K. ;
Mavragani, Clio P. .
JOURNAL OF AUTOIMMUNITY, 2015, 63 :47-58
[27]   Identification of lymphoma predictors in patients with primary Sjogren's syndrome: a systematic literature review and meta-analysis [J].
Nishishinya, Maria B. ;
Pereda, Claudia A. ;
Munoz-Fernandez, Santiago ;
Pego-Reigosa, Jose M. ;
Rua-Figueroa, Inigo ;
Andreu, Jose-Luis ;
Fernandez-Castro, Monica ;
Rosas, Jose ;
Loza Santamaria, Estibaliz .
RHEUMATOLOGY INTERNATIONAL, 2015, 35 (01) :17-26
[28]  
Nocturne G, 2015, ARTHRITIS RHEUM 1125
[29]   Sjogren Syndrome-associated lymphomas: an update on pathogenesis and management [J].
Nocturne, Gaetane ;
Mariette, Xavier .
BRITISH JOURNAL OF HAEMATOLOGY, 2015, 168 (03) :317-327
[30]   Advances in understanding the pathogenesis of primary Sjogren's syndrome [J].
Nocturne, Gaetane ;
Mariette, Xavier .
NATURE REVIEWS RHEUMATOLOGY, 2013, 9 (09) :544-556