1
|
Yang X, Garner LI, Zvyagin IV, Paley MA, Komech EA, Jude KM, Zhao X, Fernandes RA, Hassman LM, Paley GL, Savvides CS, Brackenridge S, Quastel MN, Chudakov DM, Bowness P, Yokoyama WM, McMichael AJ, Gillespie GM, Garcia KC. Autoimmunity-associated T cell receptors recognize HLA-B*27-bound peptides. Nature 2022; 612:771-777. [PMID: 36477533 PMCID: PMC10511244 DOI: 10.1038/s41586-022-05501-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Accepted: 11/01/2022] [Indexed: 12/12/2022]
Abstract
Human leucocyte antigen B*27 (HLA-B*27) is strongly associated with inflammatory diseases of the spine and pelvis (for example, ankylosing spondylitis (AS)) and the eye (that is, acute anterior uveitis (AAU))1. How HLA-B*27 facilitates disease remains unknown, but one possible mechanism could involve presentation of pathogenic peptides to CD8+ T cells. Here we isolated orphan T cell receptors (TCRs) expressing a disease-associated public β-chain variable region-complementary-determining region 3β (BV9-CDR3β) motif2-4 from blood and synovial fluid T cells from individuals with AS and from the eye in individuals with AAU. These TCRs showed consistent α-chain variable region (AV21) chain pairing and were clonally expanded in the joint and eye. We used HLA-B*27:05 yeast display peptide libraries to identify shared self-peptides and microbial peptides that activated the AS- and AAU-derived TCRs. Structural analysis revealed that TCR cross-reactivity for peptide-MHC was rooted in a shared binding motif present in both self-antigens and microbial antigens that engages the BV9-CDR3β TCRs. These findings support the hypothesis that microbial antigens and self-antigens could play a pathogenic role in HLA-B*27-associated disease.
Collapse
Affiliation(s)
- Xinbo Yang
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Lee I Garner
- NDM Research Building, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Centre for Immuno-oncology, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Ivan V Zvyagin
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russian Federation
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation
| | - Michael A Paley
- Rheumatology Division, Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
| | - Ekaterina A Komech
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russian Federation
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation
| | - Kevin M Jude
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Xiang Zhao
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Ricardo A Fernandes
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Lynn M Hassman
- Department of Ophthalmology, Washington University School of Medicine, St Louis, MO, USA
| | - Grace L Paley
- Department of Ophthalmology, Washington University School of Medicine, St Louis, MO, USA
| | - Christina S Savvides
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Simon Brackenridge
- NDM Research Building, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Centre for Immuno-oncology, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Max N Quastel
- NDM Research Building, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Centre for Immuno-oncology, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Dmitriy M Chudakov
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russian Federation
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation
| | - Paul Bowness
- Nuffield Department of Orthopaedics Rheumatology and Muscuoskeletal Science (NDORMS), Botnar Research Center, University of Oxford, Oxford, UK
| | - Wayne M Yokoyama
- Rheumatology Division, Department of Medicine, Washington University School of Medicine, St Louis, MO, USA.
- Bursky Center for Human Immunology and Immunotherapy Programs, Washington University School of Medicine, St Louis, MO, USA.
| | - Andrew J McMichael
- NDM Research Building, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
- Centre for Immuno-oncology, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
| | - Geraldine M Gillespie
- NDM Research Building, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
- Centre for Immuno-oncology, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
| | - K Christopher Garcia
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA.
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA.
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA.
| |
Collapse
|
2
|
Komech EA, Koltakova AD, Barinova AA, Minervina AA, Salnikova MA, Shmidt EI, Korotaeva TV, Loginova EY, Erdes SF, Bogdanova EA, Shugay M, Lukyanov S, Lebedev YB, Zvyagin IV. TCR repertoire profiling revealed antigen-driven CD8+ T cell clonal groups shared in synovial fluid of patients with spondyloarthritis. Front Immunol 2022; 13:973243. [PMID: 36325356 PMCID: PMC9618624 DOI: 10.3389/fimmu.2022.973243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Accepted: 09/26/2022] [Indexed: 11/16/2022] Open
Abstract
Spondyloarthritis (SpA) comprises a number of inflammatory rheumatic diseases with overlapping clinical manifestations. Strong association with several HLA-I alleles and T cell infiltration into an inflamed joint suggest involvement of T cells in SpA pathogenesis. In this study, we performed high-throughput T cell repertoire profiling of synovial fluid (SF) and peripheral blood (PB) samples collected from a large cohort of SpA patients. We showed that synovial fluid is enriched with expanded T cell clones that are shared between patients with similar HLA genotypes and persist during recurrent synovitis. Using an algorithm for identification of TCRs involved in immune response we discovered several antigen-driven CD8+ clonal groups associated with risk HLA-B*27 or HLA-B*38 alleles. We further show that these clonal groups were enriched in SF and had higher frequency in PB of SpA patients vs healthy donors, implying their relevance to SpA pathogenesis. Several of the groups were shared among patients with different SpAs that suggests a common immunopathological mechanism of the diseases. In summary, our results provide evidence for the role of specific CD8+ T cell clones in pathogenesis of SpA.
Collapse
Affiliation(s)
- Ekaterina A. Komech
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Department of Molecular Technologies, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Anastasia D. Koltakova
- Department of Systemic Sclerosis, Nasonova Research Institute of Rheumatology, Moscow, Russia
| | - Anna A. Barinova
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Department of Molecular Technologies, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Anastasia A. Minervina
- Department of Immunology, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Maria A. Salnikova
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Evgeniya I. Shmidt
- Department of Rheumatology, Pirogov City Clinical Hospital #1, Moscow, Russia
| | - Tatiana V. Korotaeva
- Department of Spondyloarthritis, Nasonova Research Institute of Rheumatology, Moscow, Russia
| | - Elena Y. Loginova
- Department of Spondyloarthritis, Nasonova Research Institute of Rheumatology, Moscow, Russia
| | - Shandor F. Erdes
- Department of Spondyloarthritis, Nasonova Research Institute of Rheumatology, Moscow, Russia
| | - Ekaterina A. Bogdanova
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Department of Molecular Technologies, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Mikhail Shugay
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Department of Molecular Technologies, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Sergey Lukyanov
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Department of Molecular Technologies, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Yury B. Lebedev
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Department of Molecular Technologies, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Ivan V. Zvyagin
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Department of Molecular Technologies, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
- *Correspondence: Ivan V. Zvyagin,
| |
Collapse
|
3
|
Mikelov AI, Alekseeva EI, Komech EA, Staroverov DB, Turchaninova MA, Shugay M, Chudakov DM, Bazykin GA, Zvyagin IV. Memory persistence and differentiation into antibody-secreting cells accompanied by positive selection in longitudinal BCR repertoires. eLife 2022; 11:79254. [PMID: 36107479 PMCID: PMC9525062 DOI: 10.7554/elife.79254] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 09/11/2022] [Indexed: 11/18/2022] Open
Abstract
The stability and plasticity of B cell-mediated immune memory ensures the ability to respond to the repeated challenges. We have analyzed the longitudinal dynamics of immunoglobulin heavy chain repertoires from memory B cells, plasmablasts, and plasma cells from the peripheral blood of generally healthy volunteers. We reveal a high degree of clonal persistence in individual memory B cell subsets, with inter-individual convergence in memory and antibody-secreting cells (ASCs). ASC clonotypes demonstrate clonal relatedness to memory B cells, and are transient in peripheral blood. We identify two clusters of expanded clonal lineages with differing prevalence of memory B cells, isotypes, and persistence. Phylogenetic analysis revealed signs of reactivation of persisting memory B cell-enriched clonal lineages, accompanied by new rounds of affinity maturation during proliferation and differentiation into ASCs. Negative selection contributes to both persisting and reactivated lineages, preserving the functionality and specificity of B cell receptors (BCRs) to protect against current and future pathogens.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - Georgii A Bazykin
- Institute of Translational Medicine, Pirogov Russian National Research Medical University
| | | |
Collapse
|
4
|
Sycheva AL, Komech EA, Pogorelyy MV, Minervina AA, Urazbakhtin SZ, Salnikova MA, Vorovitch MF, Kopantzev EP, Zvyagin IV, Komkov AY, Mamedov IZ, Lebedev YB. Inactivated tick-borne encephalitis vaccine elicits several overlapping waves of T cell response. Front Immunol 2022; 13:970285. [PMID: 36091004 PMCID: PMC9449805 DOI: 10.3389/fimmu.2022.970285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 08/05/2022] [Indexed: 12/02/2022] Open
Abstract
The development and implementation of vaccines have been growing exponentially, remaining one of the major successes of healthcare over the last century. Nowadays, active regular immunizations prevent epidemics of many viral diseases, including tick-borne encephalitis (TBE). Along with the generation of virus-specific antibodies, a highly effective vaccine should induce T cell responses providing long-term immune defense. In this study, we performed longitudinal high-throughput T cell receptor (TCR) sequencing to characterize changes in individual T cell repertoires of 11 donors immunized with an inactivated TBE vaccine. After two-step immunization, we found significant clonal expansion of both CD4+ and CD8+ T cells, ranging from 302 to 1706 vaccine-associated TCRβ clonotypes in different donors. We detected several waves of T cell clonal expansion generated by distinct groups of vaccine-responding clones. Both CD4+ and CD8+ vaccine-responding T cell clones formed 17 motifs in TCRβ sequences shared by donors with identical HLA alleles. Our results indicate that TBE vaccination leads to a robust T cell response due to the production of a variety of T cell clones with a memory phenotype, which recognize a large set of epitopes.
Collapse
Affiliation(s)
- Anastasiia L. Sycheva
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS, Moscow, Russia
- *Correspondence: Anastasiia L. Sycheva, ; Yuri B. Lebedev,
| | - Ekaterina A. Komech
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS, Moscow, Russia
- Department of Molecular Technologies, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Mikhail V. Pogorelyy
- Department of Immunology, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Anastasia A. Minervina
- Department of Immunology, St. Jude Children’s Research Hospital, Memphis, TN, United States
| | - Shamil Z. Urazbakhtin
- Computational Systems Biochemistry Research Group, Max Planck Institute of Biochemistry, Martinsried, Germany
| | - Maria A. Salnikova
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS, Moscow, Russia
- Department of Immunology, Faculty of Biology, Lomonosov Moscow State University, Moscow, Russia
| | - Mikhail F. Vorovitch
- Laboratory of Tick-Borne Encephalitis and Other Encephalitis, Chumakov Federal Scientific Center for Research and Development of Immune-and-Biological Products of RAS (FSASI “Chumakov FSC R&D IBP RAS”), Moscow, Russia
- Department of Organization and Technology of Production of Immune-and-Biological Products, Institute for Translational Medicine and Biotechnology, Sechenov First Moscow State Medical University, Moscow, Russia
| | - Eugene P. Kopantzev
- Department of Genomics and Postgenomic Technologies, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS, Moscow, Russia
| | - Ivan V. Zvyagin
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS, Moscow, Russia
- Department of Molecular Technologies, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Alexander Y. Komkov
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS, Moscow, Russia
- Laboratory of Cytogenetics and Molecular Genetics, Dmitry Rogachev National Medical and Research Centre of Paediatric Haematology, Oncology and Immunology, Moscow, Russia
| | - Ilgar Z. Mamedov
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS, Moscow, Russia
| | - Yuri B. Lebedev
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry RAS, Moscow, Russia
- Department of Molecular Technologies, Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
- *Correspondence: Anastasiia L. Sycheva, ; Yuri B. Lebedev,
| |
Collapse
|
5
|
Minervina AA, Komech EA, Titov A, Bensouda Koraichi M, Rosati E, Mamedov IZ, Franke A, Efimov GA, Chudakov DM, Mora T, Walczak AM, Lebedev YB, Pogorelyy MV. Longitudinal high-throughput TCR repertoire profiling reveals the dynamics of T-cell memory formation after mild COVID-19 infection. eLife 2021; 10:e63502. [PMID: 33399535 PMCID: PMC7806265 DOI: 10.7554/elife.63502] [Citation(s) in RCA: 72] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Accepted: 01/05/2021] [Indexed: 12/12/2022] Open
Abstract
COVID-19 is a global pandemic caused by the SARS-CoV-2 coronavirus. T cells play a key role in the adaptive antiviral immune response by killing infected cells and facilitating the selection of virus-specific antibodies. However, neither the dynamics and cross-reactivity of the SARS-CoV-2-specific T-cell response nor the diversity of resulting immune memory is well understood. In this study, we use longitudinal high-throughput T-cell receptor (TCR) sequencing to track changes in the T-cell repertoire following two mild cases of COVID-19. In both donors, we identified CD4+ and CD8+ T-cell clones with transient clonal expansion after infection. We describe characteristic motifs in TCR sequences of COVID-19-reactive clones and show preferential occurrence of these motifs in publicly available large dataset of repertoires from COVID-19 patients. We show that in both donors, the majority of infection-reactive clonotypes acquire memory phenotypes. Certain T-cell clones were detected in the memory fraction at the pre-infection time point, suggesting participation of pre-existing cross-reactive memory T cells in the immune response to SARS-CoV-2.
Collapse
Affiliation(s)
| | - Ekaterina A Komech
- Shemyakin-Ovchinnikov Institute of Bioorganic ChemistryMoscowRussian Federation
- Pirogov Russian National Research Medical UniversityMoscowRussian Federation
| | - Aleksei Titov
- National Research Center for HematologyMoscowRussian Federation
| | - Meriem Bensouda Koraichi
- Laboratoire de physique de l'École Normale Supérieure, ENS, PSL, Sorbonne Universite, Universite de Paris, and CNRSParisFrance
| | - Elisa Rosati
- Institute of Clinical Molecular Biology, Kiel UniversityKielGermany
| | - Ilgar Z Mamedov
- Shemyakin-Ovchinnikov Institute of Bioorganic ChemistryMoscowRussian Federation
- Pirogov Russian National Research Medical UniversityMoscowRussian Federation
- Masaryk University, Central European Institute of TechnologyBrnoCzech Republic
- V.I. Kulakov National Medical Research Center for Obstetrics, Gynecology and PerinatologyMoscowRussian Federation
| | - Andre Franke
- Institute of Clinical Molecular Biology, Kiel UniversityKielGermany
| | | | - Dmitriy M Chudakov
- Shemyakin-Ovchinnikov Institute of Bioorganic ChemistryMoscowRussian Federation
- Pirogov Russian National Research Medical UniversityMoscowRussian Federation
- Masaryk University, Central European Institute of TechnologyBrnoCzech Republic
| | - Thierry Mora
- Laboratoire de physique de l'École Normale Supérieure, ENS, PSL, Sorbonne Universite, Universite de Paris, and CNRSParisFrance
| | - Aleksandra M Walczak
- Laboratoire de physique de l'École Normale Supérieure, ENS, PSL, Sorbonne Universite, Universite de Paris, and CNRSParisFrance
| | - Yuri B Lebedev
- Shemyakin-Ovchinnikov Institute of Bioorganic ChemistryMoscowRussian Federation
- Moscow State UniversityMoscowRussian Federation
| | - Mikhail V Pogorelyy
- Shemyakin-Ovchinnikov Institute of Bioorganic ChemistryMoscowRussian Federation
- Pirogov Russian National Research Medical UniversityMoscowRussian Federation
| |
Collapse
|
6
|
Komkov AY, Urazbakhtin SZ, Saliutina MV, Komech EA, Shelygin YA, Nugmanov GA, Shubin VP, Smirnova AO, Bobrov MY, Tsukanov AS, Snezhkina AV, Kudryavtseva AV, Lebedev YB, Mamedov IZ. SeqURE - a new copy-capture based method for sequencing of unknown Retroposition events. Mob DNA 2020; 11:33. [PMID: 33317630 PMCID: PMC7734759 DOI: 10.1186/s13100-020-00228-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 12/01/2020] [Indexed: 11/24/2022] Open
Abstract
Background Retroelements (REs) occupy a significant part of all eukaryotic genomes including humans. The majority of retroelements in the human genome are inactive and unable to retrotranspose. Dozens of active copies are repressed in most normal tissues by various cellular mechanisms. These copies can become active in normal germline and brain tissues or in cancer, leading to new retroposition events. The consequences of such events and their role in normal cell functioning and carcinogenesis are not yet fully understood. If new insertions occur in a small portion of cells they can be found only with the use of specific methods based on RE enrichment and high-throughput sequencing. The downside of the high sensitivity of such methods is the presence of various artifacts imitating real insertions, which in many cases cannot be validated due to lack of the initial template DNA. For this reason, adequate assessment of rare (< 1%) subclonal cancer specific RE insertions is complicated. Results Here we describe a new copy-capture technique which we implemented in a method called SeqURE for Sequencing Unknown of Retroposition Events that allows for efficient and reliable identification of new genomic RE insertions. The method is based on the capture of copies of target molecules (copy-capture), selective amplification and sequencing of genomic regions adjacent to active RE insertions from both sides. Importantly, the template genomic DNA remains intact and can be used for validation experiments. In addition, we applied a novel system for testing method sensitivity and precisely showed the ability of the developed method to reliably detect insertions present in 1 out of 100 cells and a substantial portion of insertions present in 1 out of 1000 cells. Using advantages of the method we showed the absence of somatic Alu insertions in colorectal cancer samples bearing tumor-specific L1HS insertions. Conclusions This study presents the first description and implementation of the copy-capture technique and provides the first methodological basis for the quantitative assessment of RE insertions present in a small portion of cells. Supplementary Information The online version contains supplementary material available at 10.1186/s13100-020-00228-6.
Collapse
Affiliation(s)
- Alexander Y Komkov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia. .,Dmitry Rogachev National Medical and Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia.
| | | | - Maria V Saliutina
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | | | - Yuri A Shelygin
- Ryzhikh National Medical Research Centre for Coloproctology of the Ministry of Health of Russia, Moscow, Russia
| | - Gaiaz A Nugmanov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Vitaliy P Shubin
- Ryzhikh National Medical Research Centre for Coloproctology of the Ministry of Health of Russia, Moscow, Russia
| | | | - Mikhail Y Bobrov
- V.I. Kulakov National Medical Research Center for Obstetrics, Gynecology and Perinatology, Moscow, Russia
| | - Alexey S Tsukanov
- Ryzhikh National Medical Research Centre for Coloproctology of the Ministry of Health of Russia, Moscow, Russia
| | - Anastasia V Snezhkina
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
| | - Anna V Kudryavtseva
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences, Moscow, Russia
| | - Yuri B Lebedev
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Ilgar Z Mamedov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia. .,Dmitry Rogachev National Medical and Research Center of Pediatric Hematology, Oncology and Immunology, Moscow, Russia. .,V.I. Kulakov National Medical Research Center for Obstetrics, Gynecology and Perinatology, Moscow, Russia. .,Central European Institute of Technology, Masaryk University, Brno, Czech Republic.
| |
Collapse
|
7
|
Minervina AA, Pogorelyy MV, Komech EA, Karnaukhov VK, Bacher P, Rosati E, Franke A, Chudakov DM, Mamedov IZ, Lebedev YB, Mora T, Walczak AM. Primary and secondary anti-viral response captured by the dynamics and phenotype of individual T cell clones. eLife 2020; 9:53704. [PMID: 32081129 PMCID: PMC7060039 DOI: 10.7554/elife.53704] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 02/21/2020] [Indexed: 11/16/2022] Open
Abstract
The diverse repertoire of T-cell receptors (TCR) plays a key role in the adaptive immune response to infections. Using TCR alpha and beta repertoire sequencing for T-cell subsets, as well as single-cell RNAseq and TCRseq, we track the concentrations and phenotypes of individual T-cell clones in response to primary and secondary yellow fever immunization — the model for acute infection in humans — showing their large diversity. We confirm the secondary response is an order of magnitude weaker, albeit ∼10 days faster than the primary one. Estimating the fraction of the T-cell response directed against the single immunodominant epitope, we identify the sequence features of TCRs that define the high precursor frequency of the two major TCR motifs specific for this particular epitope. We also show the consistency of clonal expansion dynamics between bulk alpha and beta repertoires, using a new methodology to reconstruct alpha-beta pairings from clonal trajectories.
Collapse
Affiliation(s)
| | - Mikhail V Pogorelyy
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation.,Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russian Federation
| | - Ekaterina A Komech
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation.,Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russian Federation
| | | | - Petra Bacher
- Institute of Immunology, Kiel University, Kiel, Germany
| | - Elisa Rosati
- Institute of Clinical Molecular Biology, Kiel University, Kiel, Germany
| | - Andre Franke
- Institute of Clinical Molecular Biology, Kiel University, Kiel, Germany
| | - Dmitriy M Chudakov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation.,Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russian Federation.,Center of Life Sciences, Skoltech, Moscow, Russian Federation.,Masaryk University, Central European Institute of Technology, Brno, Czech Republic
| | - Ilgar Z Mamedov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation.,Masaryk University, Central European Institute of Technology, Brno, Czech Republic.,V.I. Kulakov National Medical Research Center for Obstetrics, Gynecology and Perinatology, Moscow, Russian Federation
| | - Yuri B Lebedev
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation.,Moscow State University, Moscow, Russian Federation
| | - Thierry Mora
- Laboratoire de physique de l'École normale supérieure, ENS, PSL, Sorbonne Université, Université de Paris, and CNRS, Paris, France
| | - Aleksandra M Walczak
- Laboratoire de physique de l'École normale supérieure, ENS, PSL, Sorbonne Université, Université de Paris, and CNRS, Paris, France
| |
Collapse
|
8
|
Mikelov AI, Staroverov DB, Komech EA, Lebedev Y, Chudakov DM, Zvyagin IV. Correlated dynamics of serum IGE and IGE+ clonotype count with allergen air level in seasonal allergic rhinitis. BRSMU 2019. [DOI: 10.24075/brsmu.2019.072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Mechanisms of maintenance of immunological memory in the chronic course of seasonal allergic rhinitis remain poorly understood. The detailed understanding of these mechanisms is required for design of new approaches for allergy treatment. It is known that the level of allergen-specific IgE antibodies (sIgE), which play a key role in the development of the disease, is increased in patients with seasonal allergic rhinitis during pollination season. This study aimed to investigate the dynamics of serum IgE levels and characteristics of the clonal repertoire of IgE-secreting lymphocytes depending on the intensity of the patient's contact with the allergen. For three patients, allergic to birch pollen (22, 22, and 28 y.o.), we measured total IgE and birch pollen specific IgE levels at 6 time points with 2 week interval during the birch pollination season. Immunoglobulin heavy chain gene (IGH) clonal repertoire data for several B-cell subpopulations at different time points were obtained for one patient. We observe growth of the sIgE level (91%, 37%, and 64% compared to the baseline) at the peak of pollination season in all three donors. Initial increase in sIgE and IgE levels coincides with the birch pollination initiation; sIgE and total IgE levels correlate with the birch pollen air level (sIgE: R2 = 0.98 at p < 0.05; total IgE: R2 = 0.95 at p < 0.05). We detected IgE clonotypes only in samples obtained during the birch pollination, which indicates an increase of IGE-expressing cells concentration during this period. The frequency of IgE clonotypes was extremely low compared to that of the clonotypes of other isotypes (IgE — 0.01%, IgM — 48.4%, IgD — 14%, IgG — 17.4%, IgA — 19.8%). Hypermutation and phylogenetic analysis of the sequences from the 13 detected IgE-containing clonal groups showed that these IgE clonotypes could originate from IgG as a result of sequential isotype-switching.
Collapse
Affiliation(s)
- AI Mikelov
- Skoltech, Moscow, Russia; Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | | | - EA Komech
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia; Pirogov Russian National Research Medical University, Moscow, Russia
| | - YuB Lebedev
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia; Pirogov Russian National Research Medical University, Moscow, Russia
| | - DM Chudakov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia; Pirogov Russian National Research Medical University, Moscow, Russia
| | - IV Zvyagin
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia; Pirogov Russian National Research Medical University, Moscow, Russia
| |
Collapse
|
9
|
Shugay M, Bagaev DV, Zvyagin IV, Vroomans RM, Crawford JC, Dolton G, Komech EA, Sycheva AL, Koneva AE, Egorov ES, Eliseev AV, Van Dyk E, Dash P, Attaf M, Rius C, Ladell K, McLaren JE, Matthews KK, Clemens EB, Douek DC, Luciani F, van Baarle D, Kedzierska K, Kesmir C, Thomas PG, Price DA, Sewell AK, Chudakov DM. VDJdb: a curated database of T-cell receptor sequences with known antigen specificity. Nucleic Acids Res 2019; 46:D419-D427. [PMID: 28977646 PMCID: PMC5753233 DOI: 10.1093/nar/gkx760] [Citation(s) in RCA: 265] [Impact Index Per Article: 53.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2017] [Accepted: 08/17/2017] [Indexed: 01/02/2023] Open
Abstract
The ability to decode antigen specificities encapsulated in the sequences of rearranged T-cell receptor (TCR) genes is critical for our understanding of the adaptive immune system and promises significant advances in the field of translational medicine. Recent developments in high-throughput sequencing methods (immune repertoire sequencing technology, or RepSeq) and single-cell RNA sequencing technology have allowed us to obtain huge numbers of TCR sequences from donor samples and link them to T-cell phenotypes. However, our ability to annotate these TCR sequences still lags behind, owing to the enormous diversity of the TCR repertoire and the scarcity of available data on T-cell specificities. In this paper, we present VDJdb, a database that stores and aggregates the results of published T-cell specificity assays and provides a universal platform that couples antigen specificities with TCR sequences. We demonstrate that VDJdb is a versatile instrument for the annotation of TCR repertoire data, enabling a concatenated view of antigen-specific TCR sequence motifs. VDJdb can be accessed at https://vdjdb.cdr3.net and https://github.com/antigenomics/vdjdb-db.
Collapse
Affiliation(s)
- Mikhail Shugay
- Pirogov Russian National Research Medical University, Moscow 117997, Russia.,Center for Data-Intensive Biomedicine and Biotechnology, Skolkovo Institute of Science and Technology, Moscow 143028, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia.,Central European Institute of Technology, Brno 60177, Czech Republic.,Nizhny Novgorod State Medical Academy, Nizhny Novgorod 603950, Russia
| | - Dmitriy V Bagaev
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia
| | - Ivan V Zvyagin
- Pirogov Russian National Research Medical University, Moscow 117997, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia
| | - Renske M Vroomans
- Theoretical Biology and Bioinformatics, Science Faculty, Utrecht University, Utrecht 3512 JE, The Netherlands
| | - Jeremy Chase Crawford
- Department of Immunology, St. Jude's Children's Research Hospital, Memphis, TN 38105, USA
| | - Garry Dolton
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, UK
| | - Ekaterina A Komech
- Pirogov Russian National Research Medical University, Moscow 117997, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia
| | - Anastasiya L Sycheva
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia
| | - Anna E Koneva
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia
| | - Evgeniy S Egorov
- Pirogov Russian National Research Medical University, Moscow 117997, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia.,Nizhny Novgorod State Medical Academy, Nizhny Novgorod 603950, Russia
| | - Alexey V Eliseev
- Pirogov Russian National Research Medical University, Moscow 117997, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia
| | - Ewald Van Dyk
- Theoretical Biology and Bioinformatics, Science Faculty, Utrecht University, Utrecht 3512 JE, The Netherlands
| | - Pradyot Dash
- Department of Immunology, St. Jude's Children's Research Hospital, Memphis, TN 38105, USA
| | - Meriem Attaf
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, UK
| | - Cristina Rius
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, UK
| | - Kristin Ladell
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, UK
| | - James E McLaren
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, UK
| | - Katherine K Matthews
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, UK
| | - E Bridie Clemens
- Department of Microbiology and Immunology, University of Melbourne, at the Peter Doherty Institute for Infection and Immunity, Parkville VIC 3010, Australia
| | - Daniel C Douek
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Fabio Luciani
- Viral Immunology Systems Program, Kirby Institute, School of Medical Sciences, University of New South Wales, Kensington NSW 2052, Australia
| | - Debbie van Baarle
- Center for Immunology of Infectious Diseases and Vaccines, National Institute for Public Health and the Environment, Bilthoven 3720 BA, The Netherlands
| | - Katherine Kedzierska
- Department of Microbiology and Immunology, University of Melbourne, at the Peter Doherty Institute for Infection and Immunity, Parkville VIC 3010, Australia
| | - Can Kesmir
- Theoretical Biology and Bioinformatics, Science Faculty, Utrecht University, Utrecht 3512 JE, The Netherlands
| | - Paul G Thomas
- Department of Immunology, St. Jude's Children's Research Hospital, Memphis, TN 38105, USA
| | - David A Price
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, UK.,Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA.,Systems Immunity Research Institute, Cardiff University School of Medicine, Cardiff CF14 4XN, UK
| | - Andrew K Sewell
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, UK.,Systems Immunity Research Institute, Cardiff University School of Medicine, Cardiff CF14 4XN, UK
| | - Dmitriy M Chudakov
- Pirogov Russian National Research Medical University, Moscow 117997, Russia.,Center for Data-Intensive Biomedicine and Biotechnology, Skolkovo Institute of Science and Technology, Moscow 143028, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow 117997, Russia.,Central European Institute of Technology, Brno 60177, Czech Republic.,Nizhny Novgorod State Medical Academy, Nizhny Novgorod 603950, Russia
| |
Collapse
|
10
|
Pogorelyy MV, Minervina AA, Touzel MP, Sycheva AL, Komech EA, Kovalenko EI, Karganova GG, Egorov ES, Komkov AY, Chudakov DM, Mamedov IZ, Mora T, Walczak AM, Lebedev YB. Precise tracking of vaccine-responding T cell clones reveals convergent and personalized response in identical twins. Proc Natl Acad Sci U S A 2018; 115:12704-12709. [PMID: 30459272 PMCID: PMC6294963 DOI: 10.1073/pnas.1809642115] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
T cell receptor (TCR) repertoire data contain information about infections that could be used in disease diagnostics and vaccine development, but extracting that information remains a major challenge. Here we developed a statistical framework to detect TCR clone proliferation and contraction from longitudinal repertoire data. We applied this framework to data from three pairs of identical twins immunized with the yellow fever vaccine. We identified 600 to 1,700 responding TCRs in each donor and validated them using three independent assays. While the responding TCRs were mostly private, albeit with higher overlap between twins, they could be well-predicted using a classifier based on sequence similarity. Our method can also be applied to samples obtained postinfection, making it suitable for systematic discovery of new infection-specific TCRs in the clinic.
Collapse
Affiliation(s)
- Mikhail V Pogorelyy
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia
- Department of Molecular Technologies, Pirogov Russian National Research Medical University, 117997 Moscow, Russia
| | - Anastasia A Minervina
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia
| | - Maximilian Puelma Touzel
- Laboratoire de Physique Théorique, CNRS, Sorbonne Université, École Normale Supérieure (PSL), 75005 Paris, France
| | - Anastasiia L Sycheva
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia
| | - Ekaterina A Komech
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia
- Department of Molecular Technologies, Pirogov Russian National Research Medical University, 117997 Moscow, Russia
| | - Elena I Kovalenko
- Department of Immunology, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia
| | - Galina G Karganova
- Laboratory of Biology of Arboviruses, Chumakov Institute of Poliomyelitis and Viral Encephalitides, 142782 Moscow, Russia
- Department of Virology, Sechenov First Moscow State Medical University, 119146 Moscow, Russia
| | - Evgeniy S Egorov
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia
- Department of Molecular Technologies, Pirogov Russian National Research Medical University, 117997 Moscow, Russia
| | - Alexander Yu Komkov
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia
- Laboratory of Cytogenetics and Molecular Genetics, Dmitry Rogachev National Medical Research Center of Pediatric Hematology, Oncology and Immunology, 117198 Moscow, Russia
| | - Dmitriy M Chudakov
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia
- Department of Molecular Technologies, Pirogov Russian National Research Medical University, 117997 Moscow, Russia
- Center for Data-Intensive Biomedicine and Biotechnology, Skoltech, 121205 Moscow, Russia
- Central European Institute of Technology, Masaryk University, 62500 Brno, Czech Republic
| | - Ilgar Z Mamedov
- Department of Molecular Technologies, Pirogov Russian National Research Medical University, 117997 Moscow, Russia
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia
| | - Thierry Mora
- Laboratoire de Physique Statistique, CNRS, Sorbonne Université, Université Paris-Diderot, École Normale Supérieure (PSL), 75005 Paris, France;
| | - Aleksandra M Walczak
- Laboratoire de Physique Théorique, CNRS, Sorbonne Université, École Normale Supérieure (PSL), 75005 Paris, France;
| | - Yuri B Lebedev
- Department of Genomics of Adaptive Immunity, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia;
- Biological Faculty, Moscow State University, 119991 Moscow, Russia
| |
Collapse
|
11
|
Komech EA, Pogorelyy MV, Egorov ES, Britanova OV, Rebrikov DV, Bochkova AG, Shmidt EI, Shostak NA, Shugay M, Lukyanov S, Mamedov IZ, Lebedev YB, Chudakov DM, Zvyagin IV. CD8+ T cells with characteristic T cell receptor beta motif are detected in blood and expanded in synovial fluid of ankylosing spondylitis patients. Rheumatology (Oxford) 2018; 57:1097-1104. [DOI: 10.1093/rheumatology/kex517] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Indexed: 12/11/2022] Open
Affiliation(s)
- Ekaterina A Komech
- Molecular Technologies Department, Translational Medicine Institute, Pirogov Russian National Research Medical University, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
| | - Mikhail V Pogorelyy
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
| | - Evgeniy S Egorov
- Molecular Technologies Department, Translational Medicine Institute, Pirogov Russian National Research Medical University, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
| | - Olga V Britanova
- Molecular Technologies Department, Translational Medicine Institute, Pirogov Russian National Research Medical University, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
| | - Denis V Rebrikov
- Molecular Technologies Department, Translational Medicine Institute, Pirogov Russian National Research Medical University, Moscow, Russia
- Gynecology and Perinatology, Kulakov Research Center for Obstetrics, Moscow, Russia
| | - Anna G Bochkova
- V.A. Nasonova Research Institute of Rheumatology, Moscow, Russia
| | - Evgeniya I Shmidt
- City Clinical Hospital #1, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Nadejda A Shostak
- City Clinical Hospital #1, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Mikhail Shugay
- Molecular Technologies Department, Translational Medicine Institute, Pirogov Russian National Research Medical University, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
- Center for Data-Intensive Biomedicine and Biotechnology, Skolkovo Institute of Science and Technology, Moscow, Russia
| | - Sergey Lukyanov
- Molecular Technologies Department, Translational Medicine Institute, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Ilgar Z Mamedov
- Molecular Technologies Department, Translational Medicine Institute, Pirogov Russian National Research Medical University, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
- Gynecology and Perinatology, Kulakov Research Center for Obstetrics, Moscow, Russia
| | - Yuriy B Lebedev
- Molecular Technologies Department, Translational Medicine Institute, Pirogov Russian National Research Medical University, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
- Biological Department, Lomonosov Moscow State University, Moscow, Russia
| | - Dmitriy M Chudakov
- Molecular Technologies Department, Translational Medicine Institute, Pirogov Russian National Research Medical University, Moscow, Russia
- Center for Data-Intensive Biomedicine and Biotechnology, Skolkovo Institute of Science and Technology, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
- Adaptive Immunity Group, Central European Institute of Technology, Brno, Czech Republic
| | - Ivan V Zvyagin
- Molecular Technologies Department, Translational Medicine Institute, Pirogov Russian National Research Medical University, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russia
| |
Collapse
|
12
|
Sycheva AL, Pogorelyy MV, Komech EA, Minervina AA, Zvyagin IV, Staroverov DB, Chudakov DM, Lebedev YB, Mamedov IZ. Quantitative profiling reveals minor changes of T cell receptor repertoire in response to subunit inactivated influenza vaccine. Vaccine 2018; 36:1599-1605. [PMID: 29454515 DOI: 10.1016/j.vaccine.2018.02.027] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2017] [Revised: 01/22/2018] [Accepted: 02/02/2018] [Indexed: 12/26/2022]
Abstract
Vaccination against influenza is widely used to protect against seasonal flu epidemic although its effectiveness is debated. Here we performed deep quantitative T cell receptor repertoire profiling in peripheral blood of a healthy volunteer in response to trivalent subunit influenza vaccine. We did not observe significant rebuilding of peripheral blood T cell receptors composition in response to vaccination. However, we found several clonotypes in memory T cell fraction that were undetectable before the vaccination and had a maximum concentration at day 45 after vaccine administration. These cells were found in lower concentration in the course of repertoire monitoring for two years period. Our observation suggests a potential for recruitment of only a limited number of new T cells after each seasonal influenza vaccination.
Collapse
Affiliation(s)
- Anastasiia L Sycheva
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Science, Miklukho-Maklaya 16/10, 117997 Moscow, Russia
| | - Mikhail V Pogorelyy
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Science, Miklukho-Maklaya 16/10, 117997 Moscow, Russia
| | - Ekaterina A Komech
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Science, Miklukho-Maklaya 16/10, 117997 Moscow, Russia; Pirogov Russian National Research Medical University, 117997 Moscow, Russia
| | - Anastasia A Minervina
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Science, Miklukho-Maklaya 16/10, 117997 Moscow, Russia
| | - Ivan V Zvyagin
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Science, Miklukho-Maklaya 16/10, 117997 Moscow, Russia; Pirogov Russian National Research Medical University, 117997 Moscow, Russia
| | - Dmitriy B Staroverov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Science, Miklukho-Maklaya 16/10, 117997 Moscow, Russia; Pirogov Russian National Research Medical University, 117997 Moscow, Russia
| | - Dmitriy M Chudakov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Science, Miklukho-Maklaya 16/10, 117997 Moscow, Russia; Pirogov Russian National Research Medical University, 117997 Moscow, Russia; Skolkovo Institute of Science and Technology, Skolkovo 143025, Russia; Central European Institute of Technology, Brno 60177, Czech Republic
| | - Yuri B Lebedev
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Science, Miklukho-Maklaya 16/10, 117997 Moscow, Russia; Pirogov Russian National Research Medical University, 117997 Moscow, Russia
| | - Ilgar Z Mamedov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Science, Miklukho-Maklaya 16/10, 117997 Moscow, Russia; Pirogov Russian National Research Medical University, 117997 Moscow, Russia.
| |
Collapse
|
13
|
Pogorelyy MV, Elhanati Y, Marcou Q, Sycheva AL, Komech EA, Nazarov VI, Britanova OV, Chudakov DM, Mamedov IZ, Lebedev YB, Mora T, Walczak AM. Persisting fetal clonotypes influence the structure and overlap of adult human T cell receptor repertoires. PLoS Comput Biol 2017; 13:e1005572. [PMID: 28683116 PMCID: PMC5500008 DOI: 10.1371/journal.pcbi.1005572] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Accepted: 05/14/2017] [Indexed: 11/30/2022] Open
Abstract
The diversity of T-cell receptors recognizing foreign pathogens is generated through a highly stochastic recombination process, making the independent production of the same sequence rare. Yet unrelated individuals do share receptors, which together constitute a "public" repertoire of abundant clonotypes. The TCR repertoire is initially formed prenatally, when the enzyme inserting random nucleotides is downregulated, producing a limited diversity subset. By statistically analyzing deep sequencing T-cell repertoire data from twins, unrelated individuals of various ages, and cord blood, we show that T-cell clones generated before birth persist and maintain high abundances in adult organisms for decades, slowly decaying with age. Our results suggest that large, low-diversity public clones are created during pre-natal life, and survive over long periods, providing the basis of the public repertoire.
Collapse
Affiliation(s)
- Mikhail V. Pogorelyy
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation
| | - Yuval Elhanati
- Laboratoire de physique théorique, CNRS, UPMC and École normale supérieure, Paris, France
| | - Quentin Marcou
- Laboratoire de physique théorique, CNRS, UPMC and École normale supérieure, Paris, France
| | | | - Ekaterina A. Komech
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation
| | - Vadim I. Nazarov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation
| | - Olga V. Britanova
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation
- Pirogov Russian National Research Medical University, Moscow, Russian Federation
- Masaryk University, Central European Institute of Technology, Brno, Czech Republic
| | - Dmitriy M. Chudakov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation
- Pirogov Russian National Research Medical University, Moscow, Russian Federation
- Masaryk University, Central European Institute of Technology, Brno, Czech Republic
| | - Ilgar Z. Mamedov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation
| | - Yury B. Lebedev
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russian Federation
| | - Thierry Mora
- Laboratoire de physique statistique, CNRS, UPMC and École normale supérieure, Paris, France
| | - Aleksandra M. Walczak
- Laboratoire de physique théorique, CNRS, UPMC and École normale supérieure, Paris, France
| |
Collapse
|
14
|
Zvyagin IV, Mamedov IZ, Tatarinova OV, Komech EA, Kurnikova EE, Boyakova EV, Brilliantova V, Shelikhova LN, Balashov DN, Shugay M, Sycheva AL, Kasatskaya SA, Lebedev YB, Maschan AA, Maschan MA, Chudakov DM. Tracking T-cell immune reconstitution after TCRαβ/CD19-depleted hematopoietic cells transplantation in children. Leukemia 2016; 31:1145-1153. [DOI: 10.1038/leu.2016.321] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Revised: 09/14/2016] [Accepted: 10/13/2016] [Indexed: 12/15/2022]
|
15
|
Nazarov VI, Pogorelyy MV, Komech EA, Zvyagin IV, Bolotin DA, Shugay M, Chudakov DM, Lebedev YB, Mamedov IZ. tcR: an R package for T cell receptor repertoire advanced data analysis. BMC Bioinformatics 2015; 16:175. [PMID: 26017500 PMCID: PMC4445501 DOI: 10.1186/s12859-015-0613-1] [Citation(s) in RCA: 179] [Impact Index Per Article: 19.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2015] [Accepted: 05/13/2015] [Indexed: 11/18/2022] Open
Abstract
Background The Immunoglobulins (IG) and the T cell receptors (TR) play the key role in antigen recognition during the adaptive immune response. Recent progress in next-generation sequencing technologies has provided an opportunity for the deep T cell receptor repertoire profiling. However, a specialised software is required for the rational analysis of massive data generated by next-generation sequencing. Results Here we introduce tcR, a new R package, representing a platform for the advanced analysis of T cell receptor repertoires, which includes diversity measures, shared T cell receptor sequences identification, gene usage statistics computation and other widely used methods. The tool has proven its utility in recent research studies. Conclusions tcR is an R package for the advanced analysis of T cell receptor repertoires after primary TR sequences extraction from raw sequencing reads. The stable version can be directly installed from The Comprehensive R Archive Network (http://cran.r-project.org/mirrors.html). The source code and development version are available at tcR GitHub (http://imminfo.github.io/tcr/) along with the full documentation and typical usage examples.
Collapse
Affiliation(s)
- Vadim I Nazarov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 16/10 Miklukho-Maklaya, Moscow, 117997, Russia. .,National Research University Higher School of Economics, 20 Myasnitskaya Ulitsa, Moscow, 101000, Russia.
| | - Mikhail V Pogorelyy
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 16/10 Miklukho-Maklaya, Moscow, 117997, Russia.
| | - Ekaterina A Komech
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 16/10 Miklukho-Maklaya, Moscow, 117997, Russia.
| | - Ivan V Zvyagin
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 16/10 Miklukho-Maklaya, Moscow, 117997, Russia. .,Central European Institute of Technology, Masaryk University, Brno, Czech Republic.
| | - Dmitry A Bolotin
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 16/10 Miklukho-Maklaya, Moscow, 117997, Russia.
| | - Mikhail Shugay
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 16/10 Miklukho-Maklaya, Moscow, 117997, Russia.
| | - Dmitry M Chudakov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 16/10 Miklukho-Maklaya, Moscow, 117997, Russia. .,Central European Institute of Technology, Masaryk University, Brno, Czech Republic.
| | - Yury B Lebedev
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 16/10 Miklukho-Maklaya, Moscow, 117997, Russia.
| | - Ilgar Z Mamedov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, 16/10 Miklukho-Maklaya, Moscow, 117997, Russia.
| |
Collapse
|