T cell receptor repertoires of mice and humans are clustered in similarity networks around conserved public CDR3 sequences

被引:110
作者
Madi, Asaf [1 ]
Poran, Asaf [1 ]
Shifrut, Eric [1 ]
Reich-Zeliger, Shlomit [1 ]
Greenstein, Erez [1 ]
Zaretsky, Irena [1 ]
Arnon, Tomer [2 ]
Van Laethem, Francois [3 ]
Singer, Alfred [3 ]
Lu, Jinghua [4 ]
Sun, Peter D. [4 ]
Cohen, Irun R. [1 ]
Friedman, Nir [1 ]
机构
[1] Weizmann Inst Sci, Dept Immunol, Rehovot, Israel
[2] Alfred Univ, Dept Phys & Astron, Alfred, NY 14802 USA
[3] NCI, Expt Immunol Branch, Bldg 10, Bethesda, MD 20892 USA
[4] NIAID, Struct Immunol Sect, Lab Immunogenet, Rockville, MD USA
关键词
RECOGNITION; GENERATION; SELECTION; INTEGRATION; DIVERSITY; PACKAGE; CHAIN; DEEP;
D O I
10.7554/eLife.22057
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Diversity of T cell receptor (TCR) repertoires, generated by somatic DNA rearrangements, is central to immune system function. However, the level of sequence similarity of TCR repertoires within and between species has not been characterized. Using network analysis of high-throughput TCR sequencing data, we found that abundant CDR3-TCR/3 sequences were clustered within networks generated by sequence similarity. We discovered a substantial number of public CDR3-TCR/3 segments that were identical in mice and humans. These conserved public sequences were central within TCR sequence-similarity networks. Annotated TCR sequences, previously associated with self-specificities such as autoimmunity and cancer, were linked to network clusters. Mechanistically, CDR3 networks were promoted by MHC-mediated selection, and were reduced following immunization, immune checkpoint blockade or aging. Our findings provide a new view of T cell repertoire organization and physiology, and suggest that the immune system distributes its TCR sequences unevenly, attending to specific foci of reactivity.
引用
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页数:17
相关论文
共 46 条
[1]   Network properties derived from deep sequencing of human B-cell receptor repertoires delineate B-cell populations [J].
Bashford-Rogers, Rachael J. M. ;
Palser, Anne L. ;
Huntly, Brian J. ;
Rance, Richard ;
Vassiliou, George S. ;
Follows, George A. ;
Kellam, Paul .
GENOME RESEARCH, 2013, 23 (11) :1874-1884
[2]   The whole-organism heavy chain B cell repertoire from Zebrafish self-organizes into distinct network features [J].
Ben-Hamo, Rotem ;
Efroni, Sol .
BMC SYSTEMS BIOLOGY, 2011, 5
[3]   Age-Related Decrease in TCR Repertoire Diversity Measured with Deep and Normalized Sequence Profiling [J].
Britanova, Olga V. ;
Putintseva, Ekaterina V. ;
Shugay, Mikhail ;
Merzlyak, Ekaterina M. ;
Turchaninova, Maria A. ;
Staroverov, Dmitriy B. ;
Bolotin, Dmitriy A. ;
Lukyanov, Sergey ;
Bogdanova, Ekaterina A. ;
Mamedov, Ilgar Z. ;
Lebedev, Yuriy B. ;
Chudakov, Dmitriy M. .
JOURNAL OF IMMUNOLOGY, 2014, 192 (06) :2689-2698
[4]   Cross-reactive memory T cells for Epstein-Barr virus augment the alloresponse to common human leukocyte antigens: Degenerate recognition of major histocompatibility complex-bound peptide by T cells and its role in alloreactivity [J].
Burrows, SR ;
Silins, SL ;
Khanna, R ;
Burrows, JM ;
Rischmueller, M ;
McCluskey, J ;
Moss, DJ .
EUROPEAN JOURNAL OF IMMUNOLOGY, 1997, 27 (07) :1726-1736
[5]   Sequence and Structural Analyses Reveal Distinct and Highly Diverse Human CD8+ TCR Repertoires to Immunodominant Viral Antigens [J].
Chen, Guobing ;
Yang, Xinbo ;
Ko, Annette ;
Sun, Xiaoping ;
Gao, Mingming ;
Zhang, Yongqing ;
Shi, Alvin ;
Mariuzza, Roy A. ;
Weng, Nan-Ping .
CELL REPORTS, 2017, 19 (03) :569-583
[6]   Integration of biological networks and gene expression data using Cytoscape [J].
Cline, Melissa S. ;
Smoot, Michael ;
Cerami, Ethan ;
Kuchinsky, Allan ;
Landys, Nerius ;
Workman, Chris ;
Christmas, Rowan ;
Avila-Campilo, Iliana ;
Creech, Michael ;
Gross, Benjamin ;
Hanspers, Kristina ;
Isserlin, Ruth ;
Kelley, Ryan ;
Killcoyne, Sarah ;
Lotia, Samad ;
Maere, Steven ;
Morris, John ;
Ono, Keiichiro ;
Pavlovic, Vuk ;
Pico, Alexander R. ;
Vailaya, Aditya ;
Wang, Peng-Liang ;
Adler, Annette ;
Conklin, Bruce R. ;
Hood, Leroy ;
Kuiper, Martin ;
Sander, Chris ;
Schmulevich, Ilya ;
Schwikowski, Benno ;
Warner, Guy J. ;
Ideker, Trey ;
Bader, Gary D. .
NATURE PROTOCOLS, 2007, 2 (10) :2366-2382
[7]   THE COGNITIVE PRINCIPLE CHALLENGES CLONAL SELECTION [J].
COHEN, IR .
IMMUNOLOGY TODAY, 1992, 13 (11) :441-444
[8]  
Cohen IR., 2000, Tending Adam's garden: evolving the cognitive immune self, DOI DOI 10.1016/B978-012178355-6/50030-5
[9]  
Csardi G., 2006, Inter Journal, Complex Systems, P1695
[10]   T-CELL ANTIGEN RECEPTOR GENES AND T-CELL RECOGNITION [J].
DAVIS, MM ;
BJORKMAN, PJ .
NATURE, 1988, 334 (6181) :395-402