1
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Britanova OV, Lupyr KR, Staroverov DB, Shagina IA, Aleksandrov AA, Ustyugov YY, Somov DV, Klimenko A, Shostak NA, Zvyagin IV, Stepanov AV, Merzlyak EM, Davydov AN, Izraelson M, Egorov ES, Bogdanova EA, Vladimirova AK, Iakovlev PA, Fedorenko DA, Ivanov RA, Skvortsova VI, Lukyanov S, Chudakov DM. Targeted depletion of TRBV9 + T cells as immunotherapy in a patient with ankylosing spondylitis. Nat Med 2023; 29:2731-2736. [PMID: 37872223 PMCID: PMC10667094 DOI: 10.1038/s41591-023-02613-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2023] [Accepted: 09/26/2023] [Indexed: 10/25/2023]
Abstract
Autoimmunity is intrinsically driven by memory T and B cell clones inappropriately targeted at self-antigens. Selective depletion or suppression of self-reactive T cells remains a holy grail of autoimmune therapy, but disease-associated T cell receptors (TCRs) and cognate antigenic epitopes remained elusive. A TRBV9-containing CD8+ TCR motif was recently associated with the pathogenesis of ankylosing spondylitis, psoriatic arthritis and acute anterior uveitis, and cognate HLA-B*27-presented epitopes were identified. Following successful testing in nonhuman primate models, here we report human TRBV9+ T cell elimination in ankylosing spondylitis. The patient achieved remission within 3 months and ceased anti-TNF therapy after 5 years of continuous use. Complete remission has now persisted for 4 years, with three doses of anti-TRBV9 administered per year. We also observed a profound improvement in spinal mobility metrics and the Bath Ankylosing Spondylitis Metrology Index (BASMI). This represents a possibly curative therapy of an autoimmune disease via selective depletion of a TRBV-defined group of T cells. The anti-TRBV9 therapy could potentially be applicable to other HLA-B*27-associated spondyloarthropathies. Such targeted elimination of the underlying cause of the disease without systemic immunosuppression could offer a new generation of safe and efficient therapies for autoimmunity.
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Affiliation(s)
- Olga V Britanova
- Pirogov Russian National Research Medical University, Moscow, Russia
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Kseniia R Lupyr
- Pirogov Russian National Research Medical University, Moscow, Russia
- Skolkovo Institute of Science and Technology, Moscow, Russia
| | - Dmitry B Staroverov
- Pirogov Russian National Research Medical University, Moscow, Russia
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Irina A Shagina
- Pirogov Russian National Research Medical University, Moscow, Russia
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | | | | | - Dmitry V Somov
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - Alesia Klimenko
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - Nadejda A Shostak
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - Ivan V Zvyagin
- Pirogov Russian National Research Medical University, Moscow, Russia
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Alexey V Stepanov
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Ekaterina M Merzlyak
- Pirogov Russian National Research Medical University, Moscow, Russia
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Alexey N Davydov
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
- MiLaboratories Inc., Sunnyvale, CA, USA
| | | | - Evgeniy S Egorov
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Miltenyi Biotec B.V. & Co. KG, Bergisch Gladbach, Germany
| | | | | | | | - Denis A Fedorenko
- Department of Hematology and Chemotherapy, Pirogov National Medical and Surgical Center, Moscow, Russia
| | | | - Veronika I Skvortsova
- Pirogov Russian National Research Medical University, Moscow, Russia
- Federal Medical Biological Agency, Moscow, Russia
| | - Sergey Lukyanov
- Pirogov Russian National Research Medical University, Moscow, Russia
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Dmitry M Chudakov
- Pirogov Russian National Research Medical University, Moscow, Russia.
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.
- Abu Dhabi Stem Cell Center, Al Muntazah, United Arab Emirates.
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2
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Davydov AN, Bolotin DA, Poslavsky SV, Chudakov DM. Comment on 'rigorous benchmarking of T cell receptor repertoire profiling methods for cancer RNA sequencing'. Brief Bioinform 2023; 24:bbad354. [PMID: 37824737 PMCID: PMC10569745 DOI: 10.1093/bib/bbad354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 09/14/2023] [Accepted: 09/17/2023] [Indexed: 10/14/2023] Open
Abstract
Transcriptome sequencing has become common in cancer research, resulting in the generation of a substantial volume of RNA sequencing (RNA-Seq) data. The ability to extract immune repertoires from these data is crucial for obtaining information on infiltrating T- and B-lymphocyte clones when dedicated amplicon T-cell/B-cell receptors sequencing (TCR-Seq/BCR-Seq) methods are unavailable. In response to this demand, several dedicated computational methods have been developed, including MiXCR, TRUST and ImRep. In the recent publication in Briefings in Bioinformatics, Peng et al. have conducted an intensive, systematic comparison of the three previously mentioned tools. Although their effort is commendable, we do have a few constructive critiques regarding technical elements of their analysis.
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Affiliation(s)
- Alexey N Davydov
- MiLaboratories Inc, San Francisco, CA, USA
- Central European Institute of Technology, Brno, Czech Republic
| | | | | | - Dmitry M Chudakov
- MiLaboratories Inc, San Francisco, CA, USA
- Central European Institute of Technology, Brno, Czech Republic
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3
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Friman V, Quinti I, Davydov AN, Shugay M, Farroni C, Engström E, Pour Akaber S, Barresi S, Mohamed A, Pulvirenti F, Milito C, Granata G, Giorda E, Ahlström S, Karlsson J, Marasco E, Marcellini V, Bocci C, Cascioli S, Scarsella M, Phad G, Tilevik A, Tartaglia M, Bemark M, Chudakov DM, Carsetti R, Grimsholm O. Defective peripheral B cell selection in common variable immune deficiency patients with autoimmune manifestations. Cell Rep 2023; 42:112446. [PMID: 37119135 DOI: 10.1016/j.celrep.2023.112446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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: 10/28/2020] [Revised: 03/15/2023] [Accepted: 04/13/2023] [Indexed: 04/30/2023] Open
Abstract
Common variable immune deficiency (CVID) is a heterogeneous disorder characterized by recurrent infections, low levels of serum immunoglobulins, and impaired vaccine responses. Autoimmune manifestations are common, but B cell central and peripheral selection mechanisms in CVID are incompletely understood. Here, we find that receptor editing, a measure of central tolerance, is increased in transitional B cells from CVID patients and that these cells have a higher immunoglobulin κ:λ ratio in CVID patients with autoimmune manifestations than in those with infection only. Contrariwise, the selection pressure in the germinal center on CD27bright memory B cells is decreased in CVID patients with autoimmune manifestations. Finally, functionally, T cell-dependent activation showed that naive B cells in CVID patients are badly equipped for activation and induction of mismatch repair genes. We conclude that central tolerance is functional whereas peripheral selection is defective in CVID patients with autoimmune manifestations, which could underpin the development of autoimmunity.
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Affiliation(s)
- Vanda Friman
- Department of Infectious Diseases, Institute of Biomedicine, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Isabella Quinti
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | | | - Mikhail Shugay
- Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow, Russia; Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia; Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Chiara Farroni
- Translational Research Unit, National Institute for Infectious Diseases Lazzaro Spallanzani (IRCCS), Rome, Italy; B Cell Pathophysiology Unit, Immunology Research Area, Ospedale Pediatrico Bambino Gesù IRCCS, Rome, Italy
| | - Erik Engström
- Department of Rheumatology and Inflammation Research, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Shirin Pour Akaber
- Institute of Pathophysiology and Allergy Research, Centre for Pathophysiology, Infectiology, and Immunology, Medical University of Vienna, Vienna, Austria
| | - Sabina Barresi
- Genetics and Rare Diseases Research Division, Ospedale Pediatrico Bambino Gesù IRCCS, Rome, Italy
| | - Ahmed Mohamed
- Department of Rheumatology and Inflammation Research, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Faculty of Health Sciences, A.I. Virtanen Institute for Molecular Sciences, University of Eastern Finland, Kuopio, Finland
| | - Federica Pulvirenti
- Centre for Primary Immune Deficiency, AUO Policlinico Umberto I, Rome, Italy
| | - Cinzia Milito
- Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Guido Granata
- Clinical and Research Department for Infectious Diseases, National Institute for Infectious Diseases L. Spallanzani (IRCCS), 00149 Rome, Italy
| | - Ezio Giorda
- Research Laboratories, Ospedale Pediatrico Bambino Gesù, IRCCS, Rome, Italy
| | - Sara Ahlström
- Department of Infectious Diseases, Institute of Biomedicine, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Johanna Karlsson
- Department of Infectious Diseases, Institute of Biomedicine, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Emiliano Marasco
- Division of Rheumatology, Ospedale Pediatrico Bambino Gesù, IRCCS, Rome, Italy
| | | | - Chiara Bocci
- B Cell Pathophysiology Unit, Immunology Research Area, Ospedale Pediatrico Bambino Gesù IRCCS, Rome, Italy
| | - Simona Cascioli
- Research Laboratories, Ospedale Pediatrico Bambino Gesù, IRCCS, Rome, Italy
| | - Marco Scarsella
- Research Laboratories, Ospedale Pediatrico Bambino Gesù, IRCCS, Rome, Italy
| | - Ganesh Phad
- Institute for Research in Biomedicine (IRB), Università della Svizzera Italiana (USI), Bellinzona, Switzerland
| | | | - Marco Tartaglia
- Genetics and Rare Diseases Research Division, Ospedale Pediatrico Bambino Gesù IRCCS, Rome, Italy
| | - Mats Bemark
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Department of Clinical Immunology and Transfusion Medicine, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Dmitriy M Chudakov
- Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow, Russia; Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia; Institute of Translational Medicine, Pirogov Russian National Research Medical University, Moscow, Russia; Central European Institute of Technology, Brno, Czech Republic
| | - Rita Carsetti
- B Cell Pathophysiology Unit, Immunology Research Area, Ospedale Pediatrico Bambino Gesù IRCCS, Rome, Italy; Unit of Diagnostic Immunology, Department of Laboratories, Ospedale Pediatrico Bambino Gesù, IRCCS, Rome, Italy
| | - Ola Grimsholm
- Institute of Pathophysiology and Allergy Research, Centre for Pathophysiology, Infectiology, and Immunology, Medical University of Vienna, Vienna, Austria; Department of Rheumatology and Inflammation Research, The Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; B Cell Pathophysiology Unit, Immunology Research Area, Ospedale Pediatrico Bambino Gesù IRCCS, Rome, Italy.
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4
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Gizatullin SK, Kristosturov AS, Davydov DV, Stanishevskiy AV, Kolobaeva EG, Dubinin IP, Ivakhin AV, Davydov AN. [Two treatment approaches for lumbar disc herniation and sequester migration to the second and third McCulloch's windows: transpedicular and translaminar sequestrectomy (ridit analysis)]. Zh Vopr Neirokhir Im N N Burdenko 2021; 85:68-74. [PMID: 34951762 DOI: 10.17116/neiro20218506168] [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] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
A ridit analysis of results of transpedicular endoscopic and translaminar microsurgical surgeries for sequester migration to the second and third McCulloch's windows was carried out. The authors assessed pain syndrome, quality of life and neurological impairment. OBJECTIVE To compare the outcomes of transpedicular and translaminar sequestrectomy for lumbar disc herniation and sequester migration to the second and third McCulloch's windows. MATERIAL AND METHODS We analyzed treatment outcomes in 51 patients with lumbar disc herniation and severe sequester migration. We assessed lumbar and leg pain syndrome using then visual analogue scale, neurological impairment using the adapted Nurik scale and quality of life using the Oswestry questionnaire and the MacNab scale in early postoperative period, as well as in 2 weeks, 6 and 12 months after surgery. Ridit analysis was used for statistical processing of data. RESULTS Transpedicular sequestrectomy was performed in 24 patients, translaminar sequestrectomy - in 27 cases. Groups were comparable by gender, size and location of sequestration, somatic and neurological status, as well as pain severity. There was a higher probability of back (0.39) and leg (0.364) pain regression, neurological recovery (0.446) and improvement of quality of life according to the Oswestry questionnaire (0.389) after transpedicular surgery. According to the MacNab scoring system, excellent and good results were obtained in 84.21% and 15.79% of patients in 6 months after transpedicular surgery. In the second group, excellent, good and satisfactory results were obtained in 63%, 25.9% and 11.1% of patients, respectively. CONCLUSION Herniated intervertebral discs with severe sequester migration should be divided in accordance with localization of the main sequestration. Transpedicular endoscopic approach is advisable for sequester in the third and rarely the second McCulloch's windows. Translaminar microsurgical approach is preferred for sequestration in the second and rarely the third McCulloch's windows. Clinical outcomes after translaminar microsurgical sequestrectomy and transpedicular endoscopic surgeries are similar. However, postoperative back and leg pain regression, neurological recovery and improvement of quality of life according to the Oswestry scoring system are more common after transpedicular surgery.
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Affiliation(s)
| | | | - D V Davydov
- Burdenko Main Military Clinical Hospital, Moscow, Russia
| | | | - E G Kolobaeva
- Burdenko Main Military Clinical Hospital, Moscow, Russia
| | - I P Dubinin
- Peoples' Friendship University of Russia, Moscow, Russia
| | | | - A N Davydov
- Burdenko Main Military Clinical Hospital, Moscow, Russia
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5
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Grimsholm O, Piano Mortari E, Davydov AN, Shugay M, Obraztsova AS, Bocci C, Marasco E, Marcellini V, Aranburu A, Farroni C, Silvestris DA, Cristofoletti C, Giorda E, Scarsella M, Cascioli S, Barresi S, Lougaris V, Plebani A, Cancrini C, Finocchi A, Moschese V, Valentini D, Vallone C, Signore F, de Vincentiis G, Zaffina S, Russo G, Gallo A, Locatelli F, Tozzi AE, Tartaglia M, Chudakov DM, Carsetti R. The Interplay between CD27 dull and CD27 bright B Cells Ensures the Flexibility, Stability, and Resilience of Human B Cell Memory. Cell Rep 2021; 30:2963-2977.e6. [PMID: 32130900 DOI: 10.1016/j.celrep.2020.02.022] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Revised: 12/23/2019] [Accepted: 02/05/2020] [Indexed: 10/24/2022] Open
Abstract
Memory B cells (MBCs) epitomize the adaptation of the immune system to the environment. We identify two MBC subsets in peripheral blood, CD27dull and CD27bright MBCs, whose frequency changes with age. Heavy chain variable region (VH) usage, somatic mutation frequency replacement-to-silent ratio, and CDR3 property changes, reflecting consecutive selection of highly antigen-specific, low cross-reactive antibody variants, all demonstrate that CD27dull and CD27bright MBCs represent sequential MBC developmental stages, and stringent antigen-driven pressure selects CD27dull into the CD27bright MBC pool. Dynamics of human MBCs are exploited in pregnancy, when 50% of maternal MBCs are lost and CD27dull MBCs transit to the more differentiated CD27bright stage. In the postpartum period, the maternal MBC pool is replenished by the expansion of persistent CD27dull clones. Thus, the stability and flexibility of human B cell memory is ensured by CD27dull MBCs that expand and differentiate in response to change.
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Affiliation(s)
- Ola Grimsholm
- B Cell Pathophysiology Unit, Immunology Research Area, Bambino Gesù Children's Hospital IRCCS, 00146 Rome, Italy; Department of Rheumatology and Inflammation Research, University of Gothenburg, Box 480, 405 30 Gothenburg, Sweden
| | - Eva Piano Mortari
- B Cell Pathophysiology Unit, Immunology Research Area, Bambino Gesù Children's Hospital IRCCS, 00146 Rome, Italy
| | - Alexey N Davydov
- Central European Institute of Technology, 625 00 Brno, Czech Republic
| | - Mikhail Shugay
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia; Institute of Translational Medicine, Pirogov Russian National Research Medical University, 117997 Moscow, Russia; Center of Life Sciences, Skolkovo Institute of Science and Technology, 101000 Moscow, Russia
| | - Anna S Obraztsova
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia; Center of Life Sciences, Skolkovo Institute of Science and Technology, 101000 Moscow, Russia
| | - Chiara Bocci
- B Cell Pathophysiology Unit, Immunology Research Area, Bambino Gesù Children's Hospital IRCCS, 00146 Rome, Italy
| | - Emiliano Marasco
- Division of Rheumatology, Bambino Gesù Children's Hospital IRCCS, 00146 Roma, Italy
| | - Valentina Marcellini
- B Cell Pathophysiology Unit, Immunology Research Area, Bambino Gesù Children's Hospital IRCCS, 00146 Rome, Italy
| | - Alaitz Aranburu
- Department of Rheumatology and Inflammation Research, University of Gothenburg, Box 480, 405 30 Gothenburg, Sweden
| | - Chiara Farroni
- B Cell Pathophysiology Unit, Immunology Research Area, Bambino Gesù Children's Hospital IRCCS, 00146 Rome, Italy
| | | | | | - Ezio Giorda
- B Cell Pathophysiology Unit, Immunology Research Area, Bambino Gesù Children's Hospital IRCCS, 00146 Rome, Italy
| | - Marco Scarsella
- B Cell Pathophysiology Unit, Immunology Research Area, Bambino Gesù Children's Hospital IRCCS, 00146 Rome, Italy
| | - Simona Cascioli
- B Cell Pathophysiology Unit, Immunology Research Area, Bambino Gesù Children's Hospital IRCCS, 00146 Rome, Italy
| | - Sabina Barresi
- Genetics and Rare Diseases Research Division, Bambino Gesù Children's Hospital, 00146 Rome, Italy
| | - Vassilios Lougaris
- Department of Experimental and Clinical Sciences, University of Brescia, 25121 Brescia, Italy
| | - Alessandro Plebani
- DPUO, Division of Immuno-Infectivology, University Department of Pediatrics, 00146 Bambino Gesù Children's Hospital, Rome, Italy
| | - Caterina Cancrini
- DPUO, Division of Immuno-Infectivology, University Department of Pediatrics, 00146 Bambino Gesù Children's Hospital, Rome, Italy; School of Medicine, University of Tor Vergata, 00133 Rome, Italy
| | - Andrea Finocchi
- DPUO, Division of Immuno-Infectivology, University Department of Pediatrics, 00146 Bambino Gesù Children's Hospital, Rome, Italy; School of Medicine, University of Tor Vergata, 00133 Rome, Italy
| | - Viviana Moschese
- Pediatric Immunology Unit, Policlinico Tor Vergata, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Diletta Valentini
- Pediatric and Infectious Disease Unit, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | - Cristina Vallone
- Department of Obstetrics and Gynaecology, Misericordia Hospital Grosseto, Usl Toscana Sud-est, 58100 Grosseto, Italy
| | - Fabrizio Signore
- Department of Obstetrics and Gynaecology, Misericordia Hospital Grosseto, Usl Toscana Sud-est, 58100 Grosseto, Italy
| | | | - Salvatore Zaffina
- Occupational Medicine/Health Technology Assessment and Safety Research Unit, Clinical-Technological Innovations Research Area, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy
| | | | - Angela Gallo
- Oncohaematology Department, Bambino Gesù Children's Hospital IRCCS, 00146 Rome, Italy
| | - Franco Locatelli
- Oncohaematology Department, Bambino Gesù Children's Hospital IRCCS, 00146 Rome, Italy; Department of Pediatrics, Sapienza, University of Rome, 00161 Rome, Italy
| | - Alberto E Tozzi
- Multifactorial Disease and Complex Phenotype Research Area, Bambino Gesù Children's Hospital, IRCSS, 00146 Rome, Italy
| | - Marco Tartaglia
- Genetics and Rare Diseases Research Division, Bambino Gesù Children's Hospital, 00146 Rome, Italy
| | - Dmitriy M Chudakov
- Central European Institute of Technology, 625 00 Brno, Czech Republic; Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia; Institute of Translational Medicine, Pirogov Russian National Research Medical University, 117997 Moscow, Russia; Center of Life Sciences, Skolkovo Institute of Science and Technology, 101000 Moscow, Russia
| | - Rita Carsetti
- B Cell Pathophysiology Unit, Immunology Research Area, Bambino Gesù Children's Hospital IRCCS, 00146 Rome, Italy; Diagnostic Immunology Unit, Department of Laboratories, Bambino Gesù Children's Hospital, IRCCS, 00146 Rome, Italy.
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6
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Izraelson M, Metsger M, Davydov AN, Shagina IA, Dronina MA, Obraztsova AS, Miskevich DA, Mamedov IZ, Volchkova LN, Nakonechnaya TO, Shugay M, Bolotin DA, Staroverov DB, Sharonov GV, Kondratyuk EY, Zagaynova EV, Lukyanov S, Shams I, Britanova OV, Chudakov DM. Distinct organization of adaptive immunity in the long-lived rodent Spalax galili. Nat Aging 2021; 1:179-189. [PMID: 37118630 DOI: 10.1038/s43587-021-00029-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 01/08/2021] [Indexed: 04/30/2023]
Abstract
A balanced immune response is a cornerstone of healthy aging. Here, we uncover distinctive features of the long-lived blind mole-rat (Spalax spp.) adaptive immune system, relative to humans and mice. The T-cell repertoire remains diverse throughout the Spalax lifespan, suggesting a paucity of large long-lived clones of effector-memory T cells. Expression of master transcription factors of T-cell differentiation, as well as checkpoint and cytotoxicity genes, remains low as Spalax ages. The thymus shrinks as in mice and humans, while interleukin-7 and interleukin-7 receptor expression remains high, potentially reflecting the sustained homeostasis of naive T cells. With aging, immunoglobulin hypermutation level does not increase and the immunoglobulin-M repertoire remains diverse, suggesting shorter B-cell memory and sustained homeostasis of innate-like B cells. The Spalax adaptive immune system thus appears biased towards sustained functional and receptor diversity over specialized, long-lived effector-memory clones-a unique organizational strategy that potentially underlies this animal's extraordinary longevity and healthy aging.
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Affiliation(s)
- M Izraelson
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Privolzhsky Research Medical University, Nizhny Novgorod, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - M Metsger
- Central European Institute of Technology, Brno, Czech Republic
| | - A N Davydov
- Central European Institute of Technology, Brno, Czech Republic
| | - I A Shagina
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - M A Dronina
- Institute of Evolution & Department of Evolutionary and Environmental Biology, University of Haifa, Haifa, Israel
| | - A S Obraztsova
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - D A Miskevich
- Institute of Evolution & Department of Evolutionary and Environmental Biology, University of Haifa, Haifa, Israel
| | - I Z Mamedov
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Privolzhsky Research Medical University, Nizhny Novgorod, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
- Central European Institute of Technology, Brno, Czech Republic
| | - L N Volchkova
- Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - T O Nakonechnaya
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Privolzhsky Research Medical University, Nizhny Novgorod, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - M Shugay
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Privolzhsky Research Medical University, Nizhny Novgorod, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - D A Bolotin
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - D B Staroverov
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Privolzhsky Research Medical University, Nizhny Novgorod, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - G V Sharonov
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Privolzhsky Research Medical University, Nizhny Novgorod, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - E Y Kondratyuk
- Institute of Systematics and Ecology of Animals SB RAS, Novosibirsk, Russia
| | - E V Zagaynova
- Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - S Lukyanov
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - I Shams
- Institute of Evolution & Department of Evolutionary and Environmental Biology, University of Haifa, Haifa, Israel
| | - O V Britanova
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.
| | - D M Chudakov
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.
- Privolzhsky Research Medical University, Nizhny Novgorod, Russia.
- Pirogov Russian National Research Medical University, Moscow, Russia.
- Central European Institute of Technology, Brno, Czech Republic.
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7
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Barennes P, Quiniou V, Shugay M, Egorov ES, Davydov AN, Chudakov DM, Uddin I, Ismail M, Oakes T, Chain B, Eugster A, Kashofer K, Rainer PP, Darko S, Ransier A, Douek DC, Klatzmann D, Mariotti-Ferrandiz E. Benchmarking of T cell receptor repertoire profiling methods reveals large systematic biases. Nat Biotechnol 2021; 39:236-245. [PMID: 32895550 DOI: 10.1038/s41587-020-0656-3] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [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: 05/29/2019] [Accepted: 07/28/2020] [Indexed: 12/13/2022]
Abstract
Monitoring the T cell receptor (TCR) repertoire in health and disease can provide key insights into adaptive immune responses, but the accuracy of current TCR sequencing (TCRseq) methods is unclear. In this study, we systematically compared the results of nine commercial and academic TCRseq methods, including six rapid amplification of complementary DNA ends (RACE)-polymerase chain reaction (PCR) and three multiplex-PCR approaches, when applied to the same T cell sample. We found marked differences in accuracy and intra- and inter-method reproducibility for T cell receptor α (TRA) and T cell receptor β (TRB) TCR chains. Most methods showed a lower ability to capture TRA than TRB diversity. Low RNA input generated non-representative repertoires. Results from the 5' RACE-PCR methods were consistent among themselves but differed from the RNA-based multiplex-PCR results. Using an in silico meta-repertoire generated from 108 replicates, we found that one genomic DNA-based method and two non-unique molecular identifier (UMI) RNA-based methods were more sensitive than UMI methods in detecting rare clonotypes, despite the better clonotype quantification accuracy of the latter.
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Affiliation(s)
- Pierre Barennes
- Sorbonne Université, INSERM, Immunology-Immunopathology-Immunotherapy (i3), Paris, France
- AP-HP, Hôpital Pitié-Salpêtrière, Biotherapy (CIC-BTi) and Inflammation-Immunopathology-Biotherapy Department (i2B), Paris, France
| | - Valentin Quiniou
- Sorbonne Université, INSERM, Immunology-Immunopathology-Immunotherapy (i3), Paris, France
- AP-HP, Hôpital Pitié-Salpêtrière, Biotherapy (CIC-BTi) and Inflammation-Immunopathology-Biotherapy Department (i2B), Paris, France
| | - Mikhail Shugay
- Center of Life Sciences, Skoltech, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Evgeniy S Egorov
- Genomics of Adaptive Immunity Department, Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Alexey N Davydov
- Adaptive Immunity Group, Central European Institute of Technology, Brno, Czechia
| | - Dmitriy M Chudakov
- Center of Life Sciences, Skoltech, Moscow, Russia
- Genomics of Adaptive Immunity Department, Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russia
- Adaptive Immunity Group, Central European Institute of Technology, Brno, Czechia
| | - Imran Uddin
- Division of Infection and Immunity, University College London, London, UK
| | - Mazlina Ismail
- Division of Infection and Immunity, University College London, London, UK
| | - Theres Oakes
- Division of Infection and Immunity, University College London, London, UK
| | - Benny Chain
- Division of Infection and Immunity, University College London, London, UK
| | - Anne Eugster
- DFG-Centre for Regenerative Therapies Dresden, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Karl Kashofer
- Diagnostic and Research Institute of Pathology, Medical University of Graz, Graz, Austria
| | - Peter P Rainer
- Division of Cardiology, Medical University of Graz, Graz, Austria
- BioTechMed-Graz, Graz, Austria
| | - Samuel Darko
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Amy Ransier
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Daniel C Douek
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - David Klatzmann
- Sorbonne Université, INSERM, Immunology-Immunopathology-Immunotherapy (i3), Paris, France
- AP-HP, Hôpital Pitié-Salpêtrière, Biotherapy (CIC-BTi) and Inflammation-Immunopathology-Biotherapy Department (i2B), Paris, France
| | - Encarnita Mariotti-Ferrandiz
- Sorbonne Université, INSERM, Immunology-Immunopathology-Immunotherapy (i3), Paris, France.
- AP-HP, Hôpital Pitié-Salpêtrière, Biotherapy (CIC-BTi) and Inflammation-Immunopathology-Biotherapy Department (i2B), Paris, France.
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8
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Brenna E, Davydov AN, Ladell K, McLaren JE, Bonaiuti P, Metsger M, Ramsden JD, Gilbert SC, Lambe T, Price DA, Campion SL, Chudakov DM, Borrow P, McMichael AJ. CD4 + T Follicular Helper Cells in Human Tonsils and Blood Are Clonally Convergent but Divergent from Non-Tfh CD4 + Cells. Cell Rep 2021; 30:137-152.e5. [PMID: 31914381 PMCID: PMC7029615 DOI: 10.1016/j.celrep.2019.12.016] [Citation(s) in RCA: 62] [Impact Index Per Article: 20.7] [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: 06/21/2019] [Revised: 09/16/2019] [Accepted: 12/05/2019] [Indexed: 12/30/2022] Open
Abstract
T follicular helper (Tfh) cells are fundamental for B cell selection and antibody maturation in germinal centers. Circulating Tfh (cTfh) cells constitute a minor proportion of the CD4+ T cells in peripheral blood, but their clonotypic relationship to Tfh populations resident in lymph nodes and the extent to which they differ from non-Tfh CD4+ cells have been unclear. Using donor-matched blood and tonsil samples, we investigate T cell receptor (TCR) sharing between tonsillar Tfh cells and peripheral Tfh and non-Tfh cell populations. TCR transcript sequencing reveals considerable clonal overlap between peripheral and tonsillar Tfh cell subsets as well as a clear distinction between Tfh and non-Tfh cells. Furthermore, influenza-specific cTfh cell clones derived from blood can be found in the repertoire of tonsillar Tfh cells. Therefore, human blood samples can be used to gain insight into the specificity of Tfh responses occurring in lymphoid tissues, provided that cTfh subsets are studied.
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Affiliation(s)
- Elena Brenna
- Nuffield Department of Clinical Medicine, University of Oxford, Oxford OX3 7FZ, UK.
| | - Alexey N Davydov
- Central European Institute of Technology, Brno 601 77, Czech Republic
| | - 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
| | - Paolo Bonaiuti
- Istituto Firc di Oncologia Molecolare, Milano 20139, Italy
| | - Maria Metsger
- Central European Institute of Technology, Brno 601 77, Czech Republic
| | | | - Sarah C Gilbert
- The Jenner Institute, University of Oxford, Oxford OX3 7DQ, UK
| | - Teresa Lambe
- The Jenner Institute, University of Oxford, Oxford OX3 7DQ, UK
| | - David A Price
- 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
| | - Suzanne L Campion
- Nuffield Department of Clinical Medicine, University of Oxford, Oxford OX3 7FZ, UK
| | - Dmitriy M Chudakov
- Central European Institute of Technology, Brno 601 77, Czech Republic; Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow 117997, Russia; Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Science, Moscow 117997, Russia
| | - Persephone Borrow
- Nuffield Department of Clinical Medicine, University of Oxford, Oxford OX3 7FZ, UK.
| | - Andrew J McMichael
- Nuffield Department of Clinical Medicine, University of Oxford, Oxford OX3 7FZ, UK.
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9
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Kasatskaya SA, Ladell K, Egorov ES, Miners KL, Davydov AN, Metsger M, Staroverov DB, Matveyshina EK, Shagina IA, Mamedov IZ, Izraelson M, Shelyakin PV, Britanova OV, Price DA, Chudakov DM. Functionally specialized human CD4 + T-cell subsets express physicochemically distinct TCRs. eLife 2020; 9:57063. [PMID: 33289628 PMCID: PMC7773335 DOI: 10.7554/elife.57063] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [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: 03/19/2020] [Accepted: 12/04/2020] [Indexed: 12/26/2022] Open
Abstract
The organizational integrity of the adaptive immune system is determined by functionally discrete subsets of CD4+ T cells, but it has remained unclear to what extent lineage choice is influenced by clonotypically expressed T-cell receptors (TCRs). To address this issue, we used a high-throughput approach to profile the αβ TCR repertoires of human naive and effector/memory CD4+ T-cell subsets, irrespective of antigen specificity. Highly conserved physicochemical and recombinatorial features were encoded on a subset-specific basis in the effector/memory compartment. Clonal tracking further identified forbidden and permitted transition pathways, mapping effector/memory subsets related by interconversion or ontogeny. Public sequences were largely confined to particular effector/memory subsets, including regulatory T cells (Tregs), which also displayed hardwired repertoire features in the naive compartment. Accordingly, these cumulative repertoire portraits establish a link between clonotype fate decisions in the complex world of CD4+ T cells and the intrinsic properties of somatically rearranged TCRs.
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Affiliation(s)
- Sofya A Kasatskaya
- Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow, Russian Federation.,Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation
| | - Kristin Ladell
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff, United Kingdom
| | - Evgeniy S Egorov
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation
| | - Kelly L Miners
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff, United Kingdom
| | - Alexey N Davydov
- Adaptive Immunity Group, Central European Institute of Technology, Brno, Czech Republic
| | - Maria Metsger
- Adaptive Immunity Group, Central European Institute of Technology, Brno, Czech Republic
| | - Dmitry B Staroverov
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation.,Institute of Translational Medicine, Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russian Federation
| | - Elena K Matveyshina
- Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow, Russian Federation
| | - Irina A Shagina
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation.,Institute of Translational Medicine, Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russian Federation
| | - Ilgar Z Mamedov
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation.,Institute of Translational Medicine, Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russian Federation
| | - Mark Izraelson
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation.,Institute of Translational Medicine, Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russian Federation
| | - Pavel V Shelyakin
- Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow, Russian Federation.,Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation
| | - Olga V Britanova
- Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation.,Institute of Translational Medicine, Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russian Federation
| | - David A Price
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff, United Kingdom.,Systems Immunity Research Institute, Cardiff University School of Medicine, Cardiff, United Kingdom
| | - Dmitriy M Chudakov
- Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow, Russian Federation.,Genomics of Adaptive Immunity Department, Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, Russian Federation.,Institute of Translational Medicine, Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, Moscow, Russian Federation
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10
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Galletti G, De Simone G, Mazza EMC, Puccio S, Mezzanotte C, Bi TM, Davydov AN, Metsger M, Scamardella E, Alvisi G, De Paoli F, Zanon V, Scarpa A, Camisa B, Colombo FS, Anselmo A, Peano C, Polletti S, Mavilio D, Gattinoni L, Boi SK, Youngblood BA, Jones RE, Baird DM, Gostick E, Llewellyn-Lacey S, Ladell K, Price DA, Chudakov DM, Newell EW, Casucci M, Lugli E. Two subsets of stem-like CD8 + memory T cell progenitors with distinct fate commitments in humans. Nat Immunol 2020; 21:1552-1562. [PMID: 33046887 PMCID: PMC7610790 DOI: 10.1038/s41590-020-0791-5] [Citation(s) in RCA: 139] [Impact Index Per Article: 34.8] [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: 04/21/2020] [Accepted: 08/14/2020] [Indexed: 12/21/2022]
Abstract
T cell memory relies on the generation of antigen-specific progenitors with stem-like properties. However, the identity of these progenitors has remained unclear, precluding a full understanding of the differentiation trajectories that underpin the heterogeneity of antigen-experienced T cells. We used a systematic approach guided by single-cell RNA-sequencing data to map the organizational structure of the human CD8+ memory T cell pool under physiological conditions. We identified two previously unrecognized subsets of clonally, epigenetically, functionally, phenotypically and transcriptionally distinct stem-like CD8+ memory T cells. Progenitors lacking the inhibitory receptors programmed death-1 (PD-1) and T cell immunoreceptor with Ig and ITIM domains (TIGIT) were committed to a functional lineage, whereas progenitors expressing PD-1 and TIGIT were committed to a dysfunctional, exhausted-like lineage. Collectively, these data reveal the existence of parallel differentiation programs in the human CD8+ memory T cell pool, with potentially broad implications for the development of immunotherapies and vaccines.
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Affiliation(s)
- Giovanni Galletti
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Gabriele De Simone
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Emilia M C Mazza
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Simone Puccio
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Claudia Mezzanotte
- Innovative Immunotherapies Unit, Division of Immunology, Transplantation, and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Timothy M Bi
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | | | - Maria Metsger
- Central European Institute of Technology, Brno, Czech Republic
| | - Eloise Scamardella
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Giorgia Alvisi
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Federica De Paoli
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Veronica Zanon
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Alice Scarpa
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Barbara Camisa
- Innovative Immunotherapies Unit, Division of Immunology, Transplantation, and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Federico S Colombo
- Humanitas Flow Cytometry Core, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Achille Anselmo
- Humanitas Flow Cytometry Core, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Clelia Peano
- Institute of Genetic and Biomedical Research, UoS Milan, National Research Council, Rozzano, Milan, Italy
- Genomic Unit, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
| | - Sara Polletti
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
| | - Domenico Mavilio
- Unit of Clinical and Experimental Immunology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy
- Department of Medical Biotechnologies and Translational Medicine, University of Milan, Milan, Italy
| | - Luca Gattinoni
- Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
- Regensburg Center for Interventional Immunology, Regensburg, Germany
- University of Regensburg, Regensburg, Germany
| | - Shannon K Boi
- St. Jude Children's Research Hospital, Memphis, TN, USA
| | | | - Rhiannon E Jones
- Division of Cancer and Genetics, Cardiff University School of Medicine, Cardiff, UK
| | - Duncan M Baird
- Division of Cancer and Genetics, Cardiff University School of Medicine, Cardiff, UK
| | - Emma Gostick
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff, UK
| | - Sian Llewellyn-Lacey
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff, UK
| | - Kristin Ladell
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff, UK
| | - David A Price
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff, UK
- Systems Immunity Research Institute, Cardiff University School of Medicine, Cardiff, UK
| | - Dmitriy M Chudakov
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
- Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow, Russia
| | - Evan W Newell
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Monica Casucci
- Innovative Immunotherapies Unit, Division of Immunology, Transplantation, and Infectious Diseases, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Enrico Lugli
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy.
- Humanitas Flow Cytometry Core, Humanitas Clinical and Research Center - IRCCS, Rozzano, Milan, Italy.
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11
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De Simone G, Mazza EMC, Cassotta A, Davydov AN, Kuka M, Zanon V, De Paoli F, Scamardella E, Metsger M, Roberto A, Pilipow K, Colombo FS, Tenedini E, Tagliafico E, Gattinoni L, Mavilio D, Peano C, Price DA, Singh SP, Farber JM, Serra V, Cucca F, Ferrari F, Orrù V, Fiorillo E, Iannacone M, Chudakov DM, Sallusto F, Lugli E. CXCR3 Identifies Human Naive CD8 + T Cells with Enhanced Effector Differentiation Potential. J Immunol 2019; 203:3179-3189. [PMID: 31740485 PMCID: PMC6900484 DOI: 10.4049/jimmunol.1901072] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Accepted: 10/16/2019] [Indexed: 01/19/2023]
Abstract
In mice, the ability of naive T (TN) cells to mount an effector response correlates with TCR sensitivity for self-derived Ags, which can be quantified indirectly by measuring surface expression levels of CD5. Equivalent findings have not been reported previously in humans. We identified two discrete subsets of human CD8+ TN cells, defined by the absence or presence of the chemokine receptor CXCR3. The more abundant CXCR3+ TN cell subset displayed an effector-like transcriptional profile and expressed TCRs with physicochemical characteristics indicative of enhanced interactions with peptide-HLA class I Ags. Moreover, CXCR3+ TN cells frequently produced IL-2 and TNF in response to nonspecific activation directly ex vivo and differentiated readily into Ag-specific effector cells in vitro. Comparative analyses further revealed that human CXCR3+ TN cells were transcriptionally equivalent to murine CXCR3+ TN cells, which expressed high levels of CD5. These findings provide support for the notion that effector differentiation is shaped by heterogeneity in the preimmune repertoire of human CD8+ T cells.
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Affiliation(s)
- Gabriele De Simone
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center, 20089 Rozzano, Milan, Italy
| | - Emilia M C Mazza
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center, 20089 Rozzano, Milan, Italy
| | - Antonino Cassotta
- Institute for Research in Biomedicine, Faculty of Biomedical Sciences, USI, 6500 Bellinzona, Switzerland
- Institute of Microbiology, ETH Zurich, 8093 Zurich, Switzerland
| | - Alexey N Davydov
- Central European Institute of Technology, 621 00 Brno, Czech Republic
| | - Mirela Kuka
- Division of Immunology, Transplantation and Infectious Diseases and Experimental Imaging Center, IRCCS, San Raffaele Scientific Institute and Vita-Salute San Raffaele University, 20132 Milan, Italy
| | - Veronica Zanon
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center, 20089 Rozzano, Milan, Italy
| | - Federica De Paoli
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center, 20089 Rozzano, Milan, Italy
| | - Eloise Scamardella
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center, 20089 Rozzano, Milan, Italy
| | - Maria Metsger
- Central European Institute of Technology, 621 00 Brno, Czech Republic
| | - Alessandra Roberto
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center, 20089 Rozzano, Milan, Italy
| | - Karolina Pilipow
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center, 20089 Rozzano, Milan, Italy
| | - Federico S Colombo
- Humanitas Flow Cytometry Core, Humanitas Clinical and Research Center, 20089 Rozzano, Milan, Italy
| | - Elena Tenedini
- Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Enrico Tagliafico
- Department of Life Sciences, University of Modena and Reggio Emilia, 41125 Modena, Italy
| | - Luca Gattinoni
- Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892
- Regensburg Center for Interventional Immunology, University Regensburg and University Hospital Regensburg, 93053 Regensburg, Germany
| | - Domenico Mavilio
- Unit of Clinical and Experimental Immunology, Humanitas Clinical and Research Center, 20089 Rozzano, Milan, Italy
- Department of Medical Biotechnologies and Translational Medicine, University of Milan, 20122 Milan, Italy
| | - Clelia Peano
- Division of Genetic and Biomedical Research, UoS Milan, National Research Council, 20089 Rozzano, Milan, Italy
- Genomic Unit, Humanitas Clinical and Research Center, 20089 Rozzano, Milan, Italy
| | - David A Price
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff CF14 4XN, United Kingdom
- Systems Immunity Research Institute, Cardiff University School of Medicine, Cardiff CF14 4XN, United Kingdom
| | - Satya P Singh
- Laboratory of Molecular Immunology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892
| | - Joshua M Farber
- Laboratory of Molecular Immunology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892
| | | | | | | | - Valeria Orrù
- IRGB, National Research Council, 09042 Monserrato, Italy
| | | | - Matteo Iannacone
- Division of Immunology, Transplantation and Infectious Diseases and Experimental Imaging Center, IRCCS, San Raffaele Scientific Institute and Vita-Salute San Raffaele University, 20132 Milan, Italy
| | - Dmitriy M Chudakov
- Central European Institute of Technology, 621 00 Brno, Czech Republic
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, 117997 Moscow, Russia; and
- Pirogov Russian National Research Medical University, 117997 Moscow, Russia
| | - Federica Sallusto
- Institute for Research in Biomedicine, Faculty of Biomedical Sciences, USI, 6500 Bellinzona, Switzerland
- Institute of Microbiology, ETH Zurich, 8093 Zurich, Switzerland
| | - Enrico Lugli
- Laboratory of Translational Immunology, Humanitas Clinical and Research Center, 20089 Rozzano, Milan, Italy;
- Humanitas Flow Cytometry Core, Humanitas Clinical and Research Center, 20089 Rozzano, Milan, Italy
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12
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Bolotin DA, Poslavsky S, Davydov AN, Chudakov DM. Reply to "Evaluation of immune repertoire inference methods from RNA-seq data". Nat Biotechnol 2018; 36:1035-1036. [DOI: 10.1038/nbt.4296] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
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13
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Fan X, Moltedo B, Mendoza A, Davydov AN, Faire MB, Mazutis L, Sharma R, Pe'er D, Chudakov DM, Rudensky AY. CD49b defines functionally mature Treg cells that survey skin and vascular tissues. J Exp Med 2018; 215:2796-2814. [PMID: 30355617 PMCID: PMC6219731 DOI: 10.1084/jem.20181442] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [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: 07/30/2018] [Revised: 09/22/2018] [Accepted: 09/25/2018] [Indexed: 12/12/2022] Open
Abstract
Fan et al. have identified a population of recirculating Treg cells with greater suppressive ability and a unique tissue distribution. Using single-cell RNA-seq, they place these Treg cells at the apex of the Treg developmental trajectory and show that similar cells may exist in humans. Regulatory T (Treg) cells prevent autoimmunity by limiting immune responses and inflammation in the secondary lymphoid organs and nonlymphoid tissues. While unique subsets of Treg cells have been described in some nonlymphoid tissues, their relationship to Treg cells in secondary lymphoid organs and circulation remains unclear. Furthermore, it is possible that Treg cells from similar tissue types share largely similar properties. We have identified a short-lived effector Treg cell subset that expresses the α2 integrin, CD49b, and exhibits a unique tissue distribution, being abundant in peripheral blood, vasculature, skin, and skin-draining lymph nodes, but uncommon in the intestines and in viscera-draining lymph nodes. CD49b+ Treg cells, which display superior functionality revealed by in vitro and in vivo assays, appear to develop after multiple rounds of cell division and TCR-dependent activation. Accordingly, single-cell RNA-seq analysis placed these cells at the apex of the Treg developmental trajectory. These results shed light on the identity and development of a functionally potent subset of mature effector Treg cells that recirculate through and survey peripheral tissues.
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Affiliation(s)
- Xiying Fan
- Howard Hughes Medical Institute, Immunology Program, and Ludwig Center, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Bruno Moltedo
- Howard Hughes Medical Institute, Immunology Program, and Ludwig Center, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Alejandra Mendoza
- Howard Hughes Medical Institute, Immunology Program, and Ludwig Center, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Alexey N Davydov
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic
| | - Mehlika B Faire
- Howard Hughes Medical Institute, Immunology Program, and Ludwig Center, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Linas Mazutis
- Single Cell Research Initiative, Memorial Sloan Kettering Cancer Center, New York, NY.,Program for Computational and Systems Biology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Roshan Sharma
- Program for Computational and Systems Biology, Memorial Sloan Kettering Cancer Center, New York, NY.,Department of Applied Physics and Applied Mathematics, Columbia University, New York, NY
| | - Dana Pe'er
- Single Cell Research Initiative, Memorial Sloan Kettering Cancer Center, New York, NY.,Program for Computational and Systems Biology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Dmitriy M Chudakov
- Central European Institute of Technology, Masaryk University, Brno, Czech Republic.,Privolzhsky Research Medical University, Nizhny Novgorod, Russia.,Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow, Russia.,Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, Russia
| | - Alexander Y Rudensky
- Howard Hughes Medical Institute, Immunology Program, and Ludwig Center, Memorial Sloan Kettering Cancer Center, New York, NY
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14
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Davydov AN, Obraztsova AS, Lebedin MY, Turchaninova MA, Staroverov DB, Merzlyak EM, Sharonov GV, Kladova O, Shugay M, Britanova OV, Chudakov DM. Comparative Analysis of B-Cell Receptor Repertoires Induced by Live Yellow Fever Vaccine in Young and Middle-Age Donors. Front Immunol 2018; 9:2309. [PMID: 30356675 PMCID: PMC6189279 DOI: 10.3389/fimmu.2018.02309] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [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: 04/26/2018] [Accepted: 09/17/2018] [Indexed: 12/25/2022] Open
Abstract
Age-related changes can significantly alter the state of adaptive immune system and often lead to attenuated response to novel pathogens and vaccination. In present study we employed 5′RACE UMI-based full length and nearly error-free immunoglobulin profiling to compare plasma cell antibody repertoires in young (19–26 years) and middle-age (45–58 years) individuals vaccinated with a live yellow fever vaccine, modeling a newly encountered pathogen. Our analysis has revealed age-related differences in the responding antibody repertoire ranging from distinct IGH CDR3 repertoire properties to differences in somatic hypermutation intensity and efficiency and antibody lineage tree structure. Overall, our findings suggest that younger individuals respond with a more diverse antibody repertoire and employ a more efficient somatic hypermutation process than elder individuals in response to a newly encountered pathogen.
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Affiliation(s)
- Alexey N Davydov
- Adaptive Immunity Group, Central European Institute of Technology, Brno, Czechia
| | - Anna S Obraztsova
- Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow, Russia.,Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow, Russia
| | - Mikhail Y Lebedin
- Genomics of Adaptive Immunity Department, Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Maria A Turchaninova
- Genomics of Adaptive Immunity Department, Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Department of Molecular Technologies, Pirogov Russian National Research Medical University, Moscow, Russia.,Laboratory of Genomics of Antitumor Adaptive Immunity, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Dmitriy B Staroverov
- Genomics of Adaptive Immunity Department, Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Department of Molecular Technologies, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Ekaterina M Merzlyak
- Genomics of Adaptive Immunity Department, Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Department of Molecular Technologies, Pirogov Russian National Research Medical University, Moscow, Russia
| | - George V Sharonov
- Genomics of Adaptive Immunity Department, Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Laboratory of Genomics of Antitumor Adaptive Immunity, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Olga Kladova
- Department of Molecular Technologies, Pirogov Russian National Research Medical University, Moscow, Russia
| | - Mikhail Shugay
- Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow, Russia.,Genomics of Adaptive Immunity Department, Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Department of Molecular Technologies, Pirogov Russian National Research Medical University, Moscow, Russia.,Laboratory of Genomics of Antitumor Adaptive Immunity, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Olga V Britanova
- Genomics of Adaptive Immunity Department, Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Department of Molecular Technologies, Pirogov Russian National Research Medical University, Moscow, Russia.,Laboratory of Genomics of Antitumor Adaptive Immunity, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
| | - Dmitriy M Chudakov
- Adaptive Immunity Group, Central European Institute of Technology, Brno, Czechia.,Center of Life Sciences, Skolkovo Institute of Science and Technology, Moscow, Russia.,Genomics of Adaptive Immunity Department, Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Department of Molecular Technologies, Pirogov Russian National Research Medical University, Moscow, Russia.,Laboratory of Genomics of Antitumor Adaptive Immunity, Privolzhsky Research Medical University, Nizhny Novgorod, Russia
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15
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Izraelson M, Nakonechnaya TO, Moltedo B, Egorov ES, Kasatskaya SA, Putintseva EV, Mamedov IZ, Staroverov DB, Shemiakina II, Zakharova MY, Davydov AN, Bolotin DA, Shugay M, Chudakov DM, Rudensky AY, Britanova OV. Comparative analysis of murine T-cell receptor repertoires. Immunology 2017; 153:133-144. [PMID: 29080364 DOI: 10.1111/imm.12857] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [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: 07/27/2017] [Revised: 10/06/2017] [Accepted: 10/06/2017] [Indexed: 12/21/2022] Open
Abstract
For understanding the rules and laws of adaptive immunity, high-throughput profiling of T-cell receptor (TCR) repertoires becomes a powerful tool. The structure of TCR repertoires is instructive even before the antigen specificity of each particular receptor becomes available. It embodies information about the thymic and peripheral selection of T cells; the readiness of an adaptive immunity to withstand new challenges; the character, magnitude and memory of immune responses; and the aetiological and functional proximity of T-cell subsets. Here, we describe our current analytical approaches for the comparative analysis of murine TCR repertoires, and show several examples of how these approaches can be applied for particular experimental settings. We analyse the efficiency of different metrics used for estimation of repertoire diversity, repertoire overlap, V-gene and J-gene segments usage similarity, and amino acid composition of CDR3. We discuss basic differences of these metrics and their advantages and limitations in different experimental models, and we provide guidelines for choosing an efficient way to lead a comparative analysis of TCR repertoires. Applied to the various known and newly developed mouse models, such analysis should allow us to disentangle multiple sophisticated puzzles in adaptive immunity.
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Affiliation(s)
- Mark Izraelson
- Nizhny Novgorod State Medical Academy, Nizhny Novgorod, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Pirogov Russian National Research Medical University, Moscow, Russia
| | - Tatiana O Nakonechnaya
- Nizhny Novgorod State Medical Academy, Nizhny Novgorod, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Pirogov Russian National Research Medical University, Moscow, Russia
| | - Bruno Moltedo
- Howard Hughes Medical Institute and Immunology Program, Ludwig Center at Memorial Sloan Kettering Cancer Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Evgeniy S Egorov
- Nizhny Novgorod State Medical Academy, Nizhny Novgorod, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Pirogov Russian National Research Medical University, Moscow, Russia
| | - Sofya A Kasatskaya
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Pirogov Russian National Research Medical University, Moscow, Russia
| | | | - Ilgar Z Mamedov
- Nizhny Novgorod State Medical Academy, Nizhny Novgorod, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Pirogov Russian National Research Medical University, Moscow, Russia
| | - Dmitriy B Staroverov
- Nizhny Novgorod State Medical Academy, Nizhny Novgorod, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Pirogov Russian National Research Medical University, Moscow, Russia
| | - Irina I Shemiakina
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Maria Y Zakharova
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | | | - Dmitriy A Bolotin
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Pirogov Russian National Research Medical University, Moscow, Russia.,MiLaboratory LLC, Skolkovo Innovation Centre, Moscow, Russia
| | - Mikhail Shugay
- Nizhny Novgorod State Medical Academy, Nizhny Novgorod, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Pirogov Russian National Research Medical University, Moscow, Russia.,Central European Institute of Technology, Brno, Czech Republic.,Centre for Data-Intensive Biomedicine and Biotechnology, Skolkovo Institute of Science and Technology, Skolkovo, Russia
| | - Dmitriy M Chudakov
- Nizhny Novgorod State Medical Academy, Nizhny Novgorod, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Pirogov Russian National Research Medical University, Moscow, Russia.,Central European Institute of Technology, Brno, Czech Republic.,Centre for Data-Intensive Biomedicine and Biotechnology, Skolkovo Institute of Science and Technology, Skolkovo, Russia
| | - Alexander Y Rudensky
- Howard Hughes Medical Institute and Immunology Program, Ludwig Center at Memorial Sloan Kettering Cancer Center, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Olga V Britanova
- Nizhny Novgorod State Medical Academy, Nizhny Novgorod, Russia.,Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.,Pirogov Russian National Research Medical University, Moscow, Russia
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16
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Bolotin DA, Poslavsky S, Davydov AN, Frenkel FE, Fanchi L, Zolotareva OI, Hemmers S, Putintseva EV, Obraztsova AS, Shugay M, Ataullakhanov RI, Rudensky AY, Schumacher TN, Chudakov DM. Antigen receptor repertoire profiling from RNA-seq data. Nat Biotechnol 2017; 35:908-911. [PMID: 29020005 PMCID: PMC6169298 DOI: 10.1038/nbt.3979] [Citation(s) in RCA: 176] [Impact Index Per Article: 25.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Dmitriy A Bolotin
- MiLaboratory LLC, Skolkovo Innovation Center, Moscow, Russia
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
| | - Stanislav Poslavsky
- MiLaboratory LLC, Skolkovo Innovation Center, Moscow, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
| | | | | | - Lorenzo Fanchi
- Division of Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Saskia Hemmers
- Howard Hughes Medical Institute and Immunology Program, Memorial Sloan-Kettering Cancer Center, New York, New York, USA
| | - Ekaterina V Putintseva
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Centre for Genomic Regulation, The Barcelona Institute for Science and Technology, Barcelona, Spain
| | - Anna S Obraztsova
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Faculty of Bioengineering and Bioinformatics, Lomonosov Moscow State University, Moscow, Russia
| | - Mikhail Shugay
- MiLaboratory LLC, Skolkovo Innovation Center, Moscow, Russia
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
- Nizhny Novgorod State Medical Academy, Nizhny Novgorod, Russia
- Center for Data-Intensive Biomedicine and Biotechnology, Skolkovo Institute of Science and Technology, Moscow, Russia
| | - Ravshan I Ataullakhanov
- BostonGene LLC, Lincoln, Massachusetts, USA
- Institute of Immunology FMBA, Moscow, Russia
- Faculties for Physics and Biology, Lomonosov Moscow State University, Moscow, Russia
| | - Alexander Y Rudensky
- Howard Hughes Medical Institute and Immunology Program, Memorial Sloan-Kettering Cancer Center, New York, New York, USA
- Ludwig Center at Memorial Sloan Kettering Cancer Center, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ton N Schumacher
- Division of Immunology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Dmitriy M Chudakov
- Shemyakin and Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
- Pirogov Russian National Research Medical University, Moscow, Russia
- Central European Institute of Technology, Brno, Czech Republic
- Nizhny Novgorod State Medical Academy, Nizhny Novgorod, Russia
- Center for Data-Intensive Biomedicine and Biotechnology, Skolkovo Institute of Science and Technology, Moscow, Russia
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17
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Britanova OV, Shugay M, Merzlyak EM, Staroverov DB, Putintseva EV, Turchaninova MA, Mamedov IZ, Pogorelyy MV, Bolotin DA, Izraelson M, Davydov AN, Egorov ES, Kasatskaya SA, Rebrikov DV, Lukyanov S, Chudakov DM. Dynamics of Individual T Cell Repertoires: From Cord Blood to Centenarians. J Immunol 2016; 196:5005-13. [PMID: 27183615 DOI: 10.4049/jimmunol.1600005] [Citation(s) in RCA: 92] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Received: 01/06/2016] [Accepted: 04/16/2016] [Indexed: 01/29/2023]
Abstract
The diversity, architecture, and dynamics of the TCR repertoire largely determine our ability to effectively withstand infections and malignancies with minimal mistargeting of immune responses. In this study, we have employed deep TCRβ repertoire sequencing with normalization based on unique molecular identifiers to explore the long-term dynamics of T cell immunity. We demonstrate remarkable stability of repertoire, where approximately half of all T cells in peripheral blood are represented by clones that persist and generally preserve their frequencies for 3 y. We further characterize the extremes of lifelong TCR repertoire evolution, analyzing samples ranging from umbilical cord blood to centenarian peripheral blood. We show that the fetal TCR repertoire, albeit structurally maintained within regulated borders due to the lower numbers of randomly added nucleotides, is not limited with respect to observed functional diversity. We reveal decreased efficiency of nonsense-mediated mRNA decay in umbilical cord blood, which may reflect specific regulatory mechanisms in development. Furthermore, we demonstrate that human TCR repertoires are functionally more similar at birth but diverge during life, and we track the lifelong behavior of CMV- and EBV-specific T cell clonotypes. Finally, we reveal gender differences in dynamics of TCR diversity constriction, which come to naught in the oldest age. Based on our data, we propose a more general explanation for the previous observations on the relationships between longevity and immunity.
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Affiliation(s)
- Olga V Britanova
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia; Pirogov Russian National Research Medical University, Moscow 117997, Russia; Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; and
| | - Mikhail Shugay
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia; Pirogov Russian National Research Medical University, Moscow 117997, Russia; Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; and
| | - Ekaterina M Merzlyak
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia
| | - Dmitriy B Staroverov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia
| | - Ekaterina V Putintseva
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia
| | - Maria A Turchaninova
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia; Pirogov Russian National Research Medical University, Moscow 117997, Russia; Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; and
| | - Ilgar Z Mamedov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia; Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; and
| | - Mikhail V Pogorelyy
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia
| | - Dmitriy A Bolotin
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia; Pirogov Russian National Research Medical University, Moscow 117997, Russia; Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; and
| | - Mark Izraelson
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia; Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; and
| | - Alexey N Davydov
- Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; and
| | - Evgeny S Egorov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia; Pirogov Russian National Research Medical University, Moscow 117997, Russia; Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; and
| | - Sofya A Kasatskaya
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia
| | - Denis V Rebrikov
- Pirogov Russian National Research Medical University, Moscow 117997, Russia; Vavilov Institute of General Genetics of the Russian Academy of Sciences, Moscow 119991, Russia
| | - Sergey Lukyanov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia; Pirogov Russian National Research Medical University, Moscow 117997, Russia
| | - Dmitriy M Chudakov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow 117997, Russia; Pirogov Russian National Research Medical University, Moscow 117997, Russia; Central European Institute of Technology, Masaryk University, 625 00 Brno, Czech Republic; and
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18
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Egorov ES, Merzlyak EM, Shelenkov AA, Britanova OV, Sharonov GV, Staroverov DB, Bolotin DA, Davydov AN, Barsova E, Lebedev YB, Shugay M, Chudakov DM. Quantitative Profiling of Immune Repertoires for Minor Lymphocyte Counts Using Unique Molecular Identifiers. J I 2015; 194:6155-63. [DOI: 10.4049/jimmunol.1500215] [Citation(s) in RCA: 66] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2015] [Accepted: 04/08/2015] [Indexed: 12/11/2022]
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19
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Kryzhanovskaia II, Davydov AN. [Military and patriotic education of medical institute students]. Voen Med Zh 1974:28-31. [PMID: 4446396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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