1
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Lindeboom RGH, Worlock KB, Dratva LM, Yoshida M, Scobie D, Wagstaffe HR, Richardson L, Wilbrey-Clark A, Barnes JL, Kretschmer L, Polanski K, Allen-Hyttinen J, Mehta P, Sumanaweera D, Boccacino JM, Sungnak W, Elmentaite R, Huang N, Mamanova L, Kapuge R, Bolt L, Prigmore E, Killingley B, Kalinova M, Mayer M, Boyers A, Mann A, Swadling L, Woodall MNJ, Ellis S, Smith CM, Teixeira VH, Janes SM, Chambers RC, Haniffa M, Catchpole A, Heyderman R, Noursadeghi M, Chain B, Mayer A, Meyer KB, Chiu C, Nikolić MZ, Teichmann SA. Human SARS-CoV-2 challenge uncovers local and systemic response dynamics. Nature 2024; 631:189-198. [PMID: 38898278 PMCID: PMC11222146 DOI: 10.1038/s41586-024-07575-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 05/16/2024] [Indexed: 06/21/2024]
Abstract
The COVID-19 pandemic is an ongoing global health threat, yet our understanding of the dynamics of early cellular responses to this disease remains limited1. Here in our SARS-CoV-2 human challenge study, we used single-cell multi-omics profiling of nasopharyngeal swabs and blood to temporally resolve abortive, transient and sustained infections in seronegative individuals challenged with pre-Alpha SARS-CoV-2. Our analyses revealed rapid changes in cell-type proportions and dozens of highly dynamic cellular response states in epithelial and immune cells associated with specific time points and infection status. We observed that the interferon response in blood preceded the nasopharyngeal response. Moreover, nasopharyngeal immune infiltration occurred early in samples from individuals with only transient infection and later in samples from individuals with sustained infection. High expression of HLA-DQA2 before inoculation was associated with preventing sustained infection. Ciliated cells showed multiple immune responses and were most permissive for viral replication, whereas nasopharyngeal T cells and macrophages were infected non-productively. We resolved 54 T cell states, including acutely activated T cells that clonally expanded while carrying convergent SARS-CoV-2 motifs. Our new computational pipeline Cell2TCR identifies activated antigen-responding T cells based on a gene expression signature and clusters these into clonotype groups and motifs. Overall, our detailed time series data can serve as a Rosetta stone for epithelial and immune cell responses and reveals early dynamic responses associated with protection against infection.
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Affiliation(s)
- Rik G H Lindeboom
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK.
- The Netherlands Cancer Institute, Amsterdam, The Netherlands.
| | - Kaylee B Worlock
- UCL Respiratory, Division of Medicine, University College London, London, UK
| | - Lisa M Dratva
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Wellcome MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
| | - Masahiro Yoshida
- UCL Respiratory, Division of Medicine, University College London, London, UK
| | - David Scobie
- Research Department of Infection, Division of Infection and Immunity, University College London, London, UK
| | - Helen R Wagstaffe
- Department of Infectious Disease, Imperial College London, London, UK
| | - Laura Richardson
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | | | - Josephine L Barnes
- UCL Respiratory, Division of Medicine, University College London, London, UK
| | | | | | | | - Puja Mehta
- UCL Respiratory, Division of Medicine, University College London, London, UK
| | | | | | - Waradon Sungnak
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Department of Microbiology, Faculty of Science, and Integrative Computational BioScience Center, Mahidol University, Bangkok, Thailand
| | - Rasa Elmentaite
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Ensocell Therapeutics, BioData Innovation Centre, Wellcome Genome Campus, Hinxton, UK
| | - Ni Huang
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Lira Mamanova
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Rakesh Kapuge
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Liam Bolt
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Elena Prigmore
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Ben Killingley
- Department of Infectious Diseases, University College London Hospital, London, UK
| | | | | | | | | | - Leo Swadling
- Division of Infection and Immunity, Institute of Immunity and Transplantation, University College London, London, UK
| | | | - Samuel Ellis
- UCL Great Ormond Street Institute of Child Health, London, UK
| | - Claire M Smith
- UCL Great Ormond Street Institute of Child Health, London, UK
| | - Vitor H Teixeira
- UCL Respiratory, Division of Medicine, University College London, London, UK
| | - Sam M Janes
- UCL Respiratory, Division of Medicine, University College London, London, UK
| | - Rachel C Chambers
- UCL Respiratory, Division of Medicine, University College London, London, UK
| | - Muzlifah Haniffa
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | | | - Robert Heyderman
- Research Department of Infection, Division of Infection and Immunity, University College London, London, UK
| | - Mahdad Noursadeghi
- Research Department of Infection, Division of Infection and Immunity, University College London, London, UK
| | - Benny Chain
- Research Department of Infection, Division of Infection and Immunity, University College London, London, UK
| | - Andreas Mayer
- Research Department of Infection, Division of Infection and Immunity, University College London, London, UK
| | - Kerstin B Meyer
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Christopher Chiu
- Department of Infectious Disease, Imperial College London, London, UK
| | - Marko Z Nikolić
- UCL Respiratory, Division of Medicine, University College London, London, UK.
| | - Sarah A Teichmann
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK.
- Theory of Condensed Matter, Cavendish Laboratory, Department of Physics, University of Cambridge, Cambridge, UK.
- Wellcome MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK.
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2
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Milighetti M, Peng Y, Tan C, Mark M, Nageswaran G, Byrne S, Ronel T, Peacock T, Mayer A, Chandran A, Rosenheim J, Whelan M, Yao X, Liu G, Felce SL, Dong T, Mentzer AJ, Knight JC, Balloux F, Greenstein E, Reich-Zeliger S, Pade C, Gibbons JM, Semper A, Brooks T, Otter A, Altmann DM, Boyton RJ, Maini MK, McKnight A, Manisty C, Treibel TA, Moon JC, Noursadeghi M, Chain B. Large clones of pre-existing T cells drive early immunity against SARS-COV-2 and LCMV infection. iScience 2023; 26:106937. [PMID: 37275518 PMCID: PMC10201888 DOI: 10.1016/j.isci.2023.106937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 04/14/2023] [Accepted: 05/17/2023] [Indexed: 06/07/2023] Open
Abstract
T cell responses precede antibody and may provide early control of infection. We analyzed the clonal basis of this rapid response following SARS-COV-2 infection. We applied T cell receptor (TCR) sequencing to define the trajectories of individual T cell clones immediately. In SARS-COV-2 PCR+ individuals, a wave of TCRs strongly but transiently expand, frequently peaking the same week as the first positive PCR test. These expanding TCR CDR3s were enriched for sequences functionally annotated as SARS-COV-2 specific. Epitopes recognized by the expanding TCRs were highly conserved between SARS-COV-2 strains but not with circulating human coronaviruses. Many expanding CDR3s were present at high frequency in pre-pandemic repertoires. Early response TCRs specific for lymphocytic choriomeningitis virus epitopes were also found at high frequency in the preinfection naive repertoire. High-frequency naive precursors may allow the T cell response to respond rapidly during the crucial early phases of acute viral infection.
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Affiliation(s)
- Martina Milighetti
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Yanchun Peng
- MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
| | - Cedric Tan
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | - Michal Mark
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Gayathri Nageswaran
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Suzanne Byrne
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Tahel Ronel
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Tom Peacock
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Andreas Mayer
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Aneesh Chandran
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Joshua Rosenheim
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Matthew Whelan
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Xuan Yao
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
| | - Guihai Liu
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
| | - Suet Ling Felce
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
| | - Tao Dong
- MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
| | | | - Julian C Knight
- Chinese Academy of Medical Science (CAMS) Oxford Institute (COI), University of Oxford, Oxford, UK
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Francois Balloux
- UCL Genetics Institute, University College London, London WC1E 6BT, UK
| | - Erez Greenstein
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Shlomit Reich-Zeliger
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot 7610001, Israel
| | - Corinna Pade
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
| | - Joseph M Gibbons
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
| | - Amanda Semper
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Tim Brooks
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Ashley Otter
- UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Daniel M Altmann
- Department of Immunology and Inflammation, Imperial College London, London SW7 2BX, UK
| | - Rosemary J Boyton
- Department of Infectious Disease, Imperial College London, London W12 0NN, UK
- Lung Division, Royal Brompton Hospital, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Mala K Maini
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Aine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
| | - Charlotte Manisty
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
| | - Thomas A Treibel
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
| | - James C Moon
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Benny Chain
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
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3
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Xu J, Ma C, Hua M, Li J, Xiang Z, Wu J. CNS and CNS diseases in relation to their immune system. Front Immunol 2022; 13:1063928. [PMID: 36466889 PMCID: PMC9708890 DOI: 10.3389/fimmu.2022.1063928] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 10/31/2022] [Indexed: 10/19/2023] Open
Abstract
The central nervous system is the most important nervous system in vertebrates, which is responsible for transmitting information to the peripheral nervous system and controlling the body's activities. It mainly consists of the brain and spinal cord, which contains rich of neurons, the precision of the neural structures susceptible to damage from the outside world and from the internal factors of inflammation infection, leading to a series of central nervous system diseases, such as traumatic brain injury, nerve inflammation, etc., these diseases may cause irreversible damage on the central nervous or lead to subsequent chronic lesions. After disease or injury, the immune system of the central nervous system will play a role, releasing cytokines to recruit immune cells to enter, and the immune cells will differentiate according to the location and degree of the lesion, and become specific immune cells with different functions, recognize and phagocytose inflammatory factors, and repair the damaged neural structure. However, if the response of these immune cells is not suppressed, the overexpression of some genes can cause further damage to the central nervous system. There is a need to understand the molecular mechanisms by which these immune cells work, and this information may lead to immunotherapies that target certain diseases and avoid over-activation of immune cells. In this review, we summarized several immune cells that mainly play a role in the central nervous system and their roles, and also explained the response process of the immune system in the process of some common neurological diseases, which may provide new insights into the central nervous system.
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Affiliation(s)
- Jianhao Xu
- Department of Laboratory Medicine, The Yangzhou University Jianhu Clinical College, Jianhu, China
| | - Canyu Ma
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Menglu Hua
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Jiarui Li
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Ze Xiang
- Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Jian Wu
- Department of Clinical Laboratory, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, Jiangsu, China
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4
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Chandran A, Rosenheim J, Nageswaran G, Swadling L, Pollara G, Gupta RK, Burton AR, Guerra-Assunção JA, Woolston A, Ronel T, Pade C, Gibbons JM, Sanz-Magallon Duque De Estrada B, Robert de Massy M, Whelan M, Semper A, Brooks T, Altmann DM, Boyton RJ, McKnight Á, Captur G, Manisty C, Treibel TA, Moon JC, Tomlinson GS, Maini MK, Chain BM, Noursadeghi M. Rapid synchronous type 1 IFN and virus-specific T cell responses characterize first wave non-severe SARS-CoV-2 infections. Cell Rep Med 2022; 3:100557. [PMID: 35474751 PMCID: PMC8895494 DOI: 10.1016/j.xcrm.2022.100557] [Citation(s) in RCA: 34] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Revised: 11/22/2021] [Accepted: 02/09/2022] [Indexed: 12/15/2022]
Abstract
Effective control of SARS-CoV-2 infection on primary exposure may reveal correlates of protective immunity to future variants, but we lack insights into immune responses before or at the time virus is first detected. We use blood transcriptomics, multiparameter flow cytometry, and T cell receptor (TCR) sequencing spanning the time of incident non-severe infection in unvaccinated virus-naive individuals to identify rapid type 1 interferon (IFN) responses common to other acute respiratory viruses and cell proliferation responses that discriminate SARS-CoV-2 from other viruses. These peak by the time the virus is first detected and sometimes precede virus detection. Cell proliferation is most evident in CD8 T cells and associated with specific expansion of SARS-CoV-2-reactive TCRs, in contrast to virus-specific antibodies, which lag by 1-2 weeks. Our data support a protective role for early type 1 IFN and CD8 T cell responses, with implications for development of universal T cell vaccines.
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Affiliation(s)
- Aneesh Chandran
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Joshua Rosenheim
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Gayathri Nageswaran
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Leo Swadling
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Gabriele Pollara
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Rishi K. Gupta
- Institute for Global Health, University College London, London WC1E 6BT, UK
| | - Alice R. Burton
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | | | - Annemarie Woolston
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Tahel Ronel
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Corinna Pade
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
| | - Joseph M. Gibbons
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
| | | | - Marc Robert de Massy
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Matthew Whelan
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Amanda Semper
- National Infection Service, Public Health England, Porton Down, Salisbury SP4 0JQ, UK
| | - Tim Brooks
- National Infection Service, Public Health England, Porton Down, Salisbury SP4 0JQ, UK
| | - Daniel M. Altmann
- Department of Immunology and Inflammation, Imperial College London, London SW7 2BX, UK
| | - Rosemary J. Boyton
- Department of Infectious Disease, Imperial College London, London SW7 2BX, UK
- Lung Division, Royal Brompton and Harefield Hospitals, Guy’s and St Thomas' NHS Foundation Trust, London, UK
| | - Áine McKnight
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
| | - Gabriella Captur
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
- MRC Unit for Lifelong Health and Ageing, University College London, London WC1E 6BT, UK
| | - Charlotte Manisty
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
| | | | - James C. Moon
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
| | - Gillian S. Tomlinson
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Mala K. Maini
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Benjamin M. Chain
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
| | - COVIDsortium Investigators
- Division of Infection and Immunity, University College London, London WC1E 6BT, UK
- Institute for Global Health, University College London, London WC1E 6BT, UK
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London E1 4NS, UK
- National Infection Service, Public Health England, Porton Down, Salisbury SP4 0JQ, UK
- Department of Immunology and Inflammation, Imperial College London, London SW7 2BX, UK
- Department of Infectious Disease, Imperial College London, London SW7 2BX, UK
- Lung Division, Royal Brompton and Harefield Hospitals, Guy’s and St Thomas' NHS Foundation Trust, London, UK
- Institute of Cardiovascular Sciences, University College London, London WC1E 6BT, UK
- MRC Unit for Lifelong Health and Ageing, University College London, London WC1E 6BT, UK
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5
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Sandgaard KS, Gkouleli T, Attenborough T, Adams S, Gibbons D, Holm M, Eisen S, Baxendale H, De Rossi A, Pahwa S, Chain B, Gkazi AS, Klein N. The importance of taking ART appropriately in children and adolescents with HIV-1 to reach the highest capacity of immune function later in life. Front Immunol 2022; 13:860316. [PMID: 35967315 PMCID: PMC9364750 DOI: 10.3389/fimmu.2022.860316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Accepted: 06/28/2022] [Indexed: 11/26/2022] Open
Abstract
Current antiretroviral therapy (ART) guidelines recommend treating all children with HIV-1 infection. This has changed from the broader use of ART to treat children to improve morbidity and minimise mortality. However, prior to current recommendations, not everyone with HIV-1 received timely treatment. What happens to the paediatric immune system when HIV-1 replication is not appropriately supressed remains unclear. 11 samples from adolescents with HIV-1 on ART and uninfected controls in the UK, aged 12-25 years, were examined; overall, adolescents with CD4+ counts > 500/μl and a viral load < 50 copies/ml were compared with adolescents with CD4+ counts < 500/μl and a viral load > 50 copies/ml at time of sampling. Measurements of thymic output were combined with high throughput next generation sequencing and bioinformatics to systematically organize CD4+ and CD8+ T cell receptor (TCR) repertoires. TCR repertoire diversity, clonal expansions, TCR sequence sharing, and formation of TCR clusters in HIV-1 infected adolescents with successful HIV-1 suppression were compared to adolescents with ineffective HIV-1 suppression. Thymic output and CD4+ T cell numbers were decreased in HIV-1 infected adolescents with poor HIV-1 suppression. A strong homeostatic TCR response, driven by the decreased CD4+ T cell compartment and reduced thymic output was observed in the virally uncontrolled HIV-1-infected adolescents. Formation of abundant robust TCR clusters and structurally related TCRs were found in the adolescents with effective HIV-1 suppression. Numerous CD4+ T cell numbers in the virally controlled adolescents emphasize the importance of high thymic output and formation of robust TCR clusters in the maintenance of HIV-1 suppression. While the profound capacity for immune recovery in children may allow better opportunity to deal with immunological stress, when ART is taken appropriately, this study demonstrates new insights into the unique paediatric immune system and the immunological changes when HIV-1 replication is ongoing.
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Affiliation(s)
- Katrine Schou Sandgaard
- Infection, Immunity and Inflammation, University College London (UCL) Great Ormond Street Institute of Child Health, London, United Kingdom.,Department of Pediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Triantafylia Gkouleli
- Infection, Immunity and Inflammation, University College London (UCL) Great Ormond Street Institute of Child Health, London, United Kingdom.,University College London (UCL) Zayed Centre for Research into Rare Disease in Children, London, United Kingdom
| | - Teresa Attenborough
- Infection, Immunity and Inflammation, University College London (UCL) Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Stuart Adams
- Genetics and Rare Diseases, Great Ormond Street Hospital for Children, London, United Kingdom
| | - Deena Gibbons
- Peter Gorer Department of Immunobiology, Kings College London, London, United Kingdom
| | - Mette Holm
- Department of Pediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Sarah Eisen
- Tropical Diseases, University College London Hospital, London, United Kingdom
| | - Helen Baxendale
- Clinical Immunology Department, Royal Papworth Hospital, Cambridge, United Kingdom
| | - Anita De Rossi
- Department of Mother and Child Health, University of Padova, Padova, Italy
| | - Savita Pahwa
- Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, United States
| | - Benny Chain
- University College London (UCL) Division of Infection and Immunity, University College London (UCL) Cruciform Building, London, United Kingdom
| | - Athina S Gkazi
- Genetics and Rare Diseases, Great Ormond Street Hospital for Children, London, United Kingdom
| | - Nigel Klein
- Infection, Immunity and Inflammation, University College London (UCL) Great Ormond Street Institute of Child Health, London, United Kingdom
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6
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Sandgaard KS, Margetts B, Attenborough T, Gkouleli T, Adams S, Holm M, Gibb D, Gibbons D, Giaquinto C, De Rossi A, Bamford A, Palma P, Chain B, Gkazi AS, Klein N. Plasticity of the Immune System in Children Following Treatment Interruption in HIV-1 Infection. Front Immunol 2021; 12:643189. [PMID: 34475868 PMCID: PMC8406805 DOI: 10.3389/fimmu.2021.643189] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 07/16/2021] [Indexed: 11/13/2022] Open
Abstract
It is intriguing that, unlike adults with HIV-1, children with HIV-1 reach a greater CD4+ T cell recovery following planned treatment cessation. The reasons for the better outcomes in children remain unknown but may be related to increased thymic output and diversity of T cell receptor repertoires. HIV-1 infected children from the PENTA 11 trial tolerated planned treatment interruption without adverse long-term clinical, virological, or immunological consequences, once antiretroviral therapy was re-introduced. This contrasts to treatment interruption trials of HIV-1 infected adults, who had rapid changes in T cells and slow recovery when antiretroviral therapy was restarted. How children can develop such effective immune responses to planned treatment interruption may be critical for future studies. PENTA 11 was a randomized, phase II trial of planned treatment interruptions in HIV-1-infected children (ISRCTN 36694210). In this sub-study, eight patients in long-term follow-up were chosen with CD4+ count>500/ml, viral load <50c/ml at baseline: four patients on treatment interruption and four on continuous treatment. Together with measurements of thymic output, we used high-throughput next generation sequencing and bioinformatics to systematically organize memory CD8+ and naïve CD4+ T cell receptors according to diversity, clonal expansions, sequence sharing, antigen specificity, and T cell receptor similarities following treatment interruption compared to continuous treatment. We observed an increase in thymic output following treatment interruption compared to continuous treatment. This was accompanied by an increase in T cell receptor clonal expansions, increased T cell receptor sharing, and higher sequence similarities between patients, suggesting a more focused T cell receptor repertoire. The low numbers of patients included is a limitation and the data should be interpreted with caution. Nonetheless, the high levels of thymic output and the high diversity of the T cell receptor repertoire in children may be sufficient to reconstitute the T cell immune repertoire and reverse the impact of interruption of antiretroviral therapy. Importantly, the effective T cell receptor repertoires following treatment interruption may inform novel therapeutic strategies in children infected with HIV-1.
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Affiliation(s)
- Katrine Schou Sandgaard
- Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
- Department of Pediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Ben Margetts
- Molecular Haematology, Great Ormond Street Hospital for Children, London, United Kingdom
| | - Teresa Attenborough
- Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
- UCL Centre for Computation, Mathematics, and Physics in the Life Sciences and Experimental Biology (CoMPLEX), London, United Kingdom
| | - Triantafylia Gkouleli
- Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
| | - Stuart Adams
- Molecular Haematology, Great Ormond Street Hospital for Children, London, United Kingdom
| | - Mette Holm
- Department of Pediatrics and Adolescent Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Diana Gibb
- Medical Research Council Clinical Trials Unit, London, United Kingdom
| | - Deena Gibbons
- Peter Gorer Department of Immunobiology, Kings College London, London, United Kingdom
| | - Carlo Giaquinto
- Department of Mother and Child Health, University of Padova, Padova, Italy
| | - Anita De Rossi
- Section of Oncology and Immunology, Department of Surgery, Oncology and Gastroenterology, University of Padova, Padova, Italy
- Immunology and Molecular Oncology Unit, Veneto Institute of Oncology IOV – IRCCS, Padova, Italy
| | - Alasdair Bamford
- Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
- Molecular Haematology, Great Ormond Street Hospital for Children, London, United Kingdom
- Medical Research Council Clinical Trials Unit, London, United Kingdom
| | - Paolo Palma
- Clinical and Research Unit of Clinical Immunology and Vaccinology, Academic Department of Pediatrics, Children Hospital Bambino Gesù - IRCCS, Rome, Italy
| | - Benny Chain
- Division of Infection and Immunity, University College London, London, United Kingdom
| | - Athina S. Gkazi
- Zayed Centre for Research into Rare Disease in Children, University College London, London, United Kingdom
| | - Nigel Klein
- Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
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7
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Ronel T, Harries M, Wicks K, Oakes T, Singleton H, Dearman R, Maxwell G, Chain B. The clonal structure and dynamics of the human T cell response to an organic chemical hapten. eLife 2021; 10:54747. [PMID: 33432924 PMCID: PMC7880692 DOI: 10.7554/elife.54747] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Accepted: 01/12/2021] [Indexed: 12/27/2022] Open
Abstract
Diphenylcyclopropenone (DPC) is an organic chemical hapten which induces allergic contact dermatitis and is used in the treatment of warts, melanoma, and alopecia areata. This therapeutic setting therefore provided an opportunity to study T cell receptor (TCR) repertoire changes in response to hapten sensitization in humans. Repeated exposure to DPC induced highly dynamic transient expansions of a polyclonal diverse T cell population. The number of TCRs expanded early after sensitization varies between individuals and predicts the magnitude of the allergic reaction. The expanded TCRs show preferential TCR V and J gene usage and consist of clusters of TCRs with similar sequences, two characteristic features of antigen-driven responses. The expanded TCRs share subtle sequence motifs that can be captured using a dynamic Bayesian network. These observations suggest the response to DPC is mediated by a polyclonal population of T cells recognizing a small number of dominant antigens.
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Affiliation(s)
- Tahel Ronel
- Division of Infection and Immunity, University College London, London, United Kingdom.,Cancer Institute, University College London, London, United Kingdom
| | - Matthew Harries
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom.,Salford Royal NHS Foundation Trust (Dermatology Centre), Salford, United Kingdom
| | - Kate Wicks
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom
| | - Theres Oakes
- Division of Infection and Immunity, University College London, London, United Kingdom
| | - Helen Singleton
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom
| | - Rebecca Dearman
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom
| | - Gavin Maxwell
- Safety and Environmental Assurance Centre, Unilever, Colworth Science Park, Bedford, United Kingdom
| | - Benny Chain
- Division of Infection and Immunity, University College London, London, United Kingdom.,Department of Computer Science, University College London, London, United Kingdom
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8
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Amoriello R, Ballerini C. An innovative and affordable quantitative assessment of human TCR repertoire. EBioMedicine 2020; 61:103021. [PMID: 33096477 PMCID: PMC7578669 DOI: 10.1016/j.ebiom.2020.103021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 09/09/2020] [Accepted: 09/09/2020] [Indexed: 11/29/2022] Open
Affiliation(s)
- Roberta Amoriello
- Department of Experimental and Clinical Medicine, University of Florence, Florence Italy
| | - Clara Ballerini
- Department of Experimental and Clinical Medicine, University of Florence, Florence Italy.
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9
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de Greef PC, Oakes T, Gerritsen B, Ismail M, Heather JM, Hermsen R, Chain B, de Boer RJ. The naive T-cell receptor repertoire has an extremely broad distribution of clone sizes. eLife 2020; 9:e49900. [PMID: 32187010 PMCID: PMC7080410 DOI: 10.7554/elife.49900] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Accepted: 03/03/2020] [Indexed: 12/24/2022] Open
Abstract
The clone size distribution of the human naive T-cell receptor (TCR) repertoire is an important determinant of adaptive immunity. We estimated the abundance of TCR sequences in samples of naive T cells from blood using an accurate quantitative sequencing protocol. We observe most TCR sequences only once, consistent with the enormous diversity of the repertoire. However, a substantial number of sequences were observed multiple times. We detect abundant TCR sequences even after exclusion of methodological confounders such as sort contamination, and multiple mRNA sampling from the same cell. By combining experimental data with predictions from models we describe two mechanisms contributing to TCR sequence abundance. TCRα abundant sequences can be primarily attributed to many identical recombination events in different cells, while abundant TCRβ sequences are primarily derived from large clones, which make up a small percentage of the naive repertoire, and could be established early in the development of the T-cell repertoire.
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MESH Headings
- Adaptive Immunity
- Algorithms
- Antigens/immunology
- Clonal Evolution/genetics
- Computational Biology/methods
- High-Throughput Nucleotide Sequencing
- Humans
- Immunologic Memory
- Models, Biological
- Organ Specificity/genetics
- Organ Specificity/immunology
- Receptors, Antigen, T-Cell/genetics
- Receptors, Antigen, T-Cell/metabolism
- Receptors, Antigen, T-Cell, alpha-beta/genetics
- Receptors, Antigen, T-Cell, alpha-beta/metabolism
- T-Lymphocyte Subsets/immunology
- T-Lymphocyte Subsets/metabolism
- T-Lymphocytes/immunology
- T-Lymphocytes/metabolism
- V(D)J Recombination
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Affiliation(s)
- Peter C de Greef
- Theoretical Biology and Bioinformatics, Utrecht UniversityUtrechtNetherlands
| | - Theres Oakes
- Division of Infection and Immunity, University College LondonLondonUnited Kingdom
| | - Bram Gerritsen
- Theoretical Biology and Bioinformatics, Utrecht UniversityUtrechtNetherlands
- Department of Pathology, Yale School of MedicineNew HavenUnited States
| | - Mazlina Ismail
- Division of Infection and Immunity, University College LondonLondonUnited Kingdom
| | - James M Heather
- Division of Infection and Immunity, University College LondonLondonUnited Kingdom
| | - Rutger Hermsen
- Theoretical Biology and Bioinformatics, Utrecht UniversityUtrechtNetherlands
| | - Benjamin Chain
- Division of Infection and Immunity, University College LondonLondonUnited Kingdom
| | - Rob J de Boer
- Theoretical Biology and Bioinformatics, Utrecht UniversityUtrechtNetherlands
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10
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Thomas S, Mohammed F, Reijmers RM, Woolston A, Stauss T, Kennedy A, Stirling D, Holler A, Green L, Jones D, Matthews KK, Price DA, Chain BM, Heemskerk MHM, Morris EC, Willcox BE, Stauss HJ. Framework engineering to produce dominant T cell receptors with enhanced antigen-specific function. Nat Commun 2019; 10:4451. [PMID: 31575864 PMCID: PMC6773850 DOI: 10.1038/s41467-019-12441-w] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Accepted: 08/26/2019] [Indexed: 12/28/2022] Open
Abstract
TCR-gene-transfer is an efficient strategy to produce therapeutic T cells of defined antigen specificity. However, there are substantial variations in the cell surface expression levels of human TCRs, which can impair the function of engineered T cells. Here we demonstrate that substitutions of 3 amino acid residues in the framework of the TCR variable domains consistently increase the expression of human TCRs on the surface of engineered T cells.The modified TCRs mediate enhanced T cell proliferation, cytokine production and cytotoxicity, while reducing the peptide concentration required for triggering effector function up to 3000-fold. Adoptive transfer experiments in mice show that modified TCRs control tumor growth more efficiently than wild-type TCRs. Our data indicate that simple variable domain modifications at a distance from the antigen-binding loops lead to increased TCR expression and improved effector function. This finding provides a generic platform to optimize the efficacy of TCR gene therapy in humans.
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MESH Headings
- Animals
- Antigens/immunology
- Antigens, CD/metabolism
- Antigens, Differentiation, T-Lymphocyte/metabolism
- Cell Engineering
- Cell Line, Tumor
- Cell Proliferation
- Cytokines/metabolism
- Gene Expression
- Genes, T-Cell Receptor/genetics
- Genes, T-Cell Receptor/immunology
- Genetic Therapy
- Humans
- Lectins, C-Type/metabolism
- Lymphocyte Activation
- Male
- Mice
- Mice, Inbred NOD
- Mice, SCID
- Models, Molecular
- Protein Domains
- Protein Engineering
- Receptors, Antigen, T-Cell/chemistry
- Receptors, Antigen, T-Cell/genetics
- Receptors, Antigen, T-Cell/immunology
- Receptors, Antigen, T-Cell/metabolism
- T-Lymphocytes/immunology
- T-Lymphocytes/metabolism
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Affiliation(s)
- Sharyn Thomas
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, Royal Free Hospital, London, NW3 2PF, UK
| | - Fiyaz Mohammed
- Cancer Immunology and Immunotherapy Centre, Institute for Immunology and Immunotherapy, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Rogier M Reijmers
- Department of Hematology, Leiden University Medical Center, 2300 RC, Leiden, The Netherlands
| | - Annemarie Woolston
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, Royal Free Hospital, London, NW3 2PF, UK
| | - Theresa Stauss
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, Royal Free Hospital, London, NW3 2PF, UK
| | - Alan Kennedy
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, Royal Free Hospital, London, NW3 2PF, UK
| | - David Stirling
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, Royal Free Hospital, London, NW3 2PF, UK
| | - Angelika Holler
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, Royal Free Hospital, London, NW3 2PF, UK
| | - Louisa Green
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, Royal Free Hospital, London, NW3 2PF, UK
| | - David Jones
- Department of Computer Science, University College London, London, WC1E 6BT, UK
| | - Katherine K Matthews
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff, CF10 3AT, UK
| | - David A Price
- Division of Infection and Immunity, Cardiff University School of Medicine, Cardiff, CF10 3AT, UK
| | - Benjamin M Chain
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, Royal Free Hospital, London, NW3 2PF, UK
| | - Mirjam H M Heemskerk
- Department of Hematology, Leiden University Medical Center, 2300 RC, Leiden, The Netherlands
| | - Emma C Morris
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, Royal Free Hospital, London, NW3 2PF, UK
| | - Benjamin E Willcox
- Cancer Immunology and Immunotherapy Centre, Institute for Immunology and Immunotherapy, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Hans J Stauss
- Institute of Immunity and Transplantation, Division of Infection and Immunity, University College London, Royal Free Hospital, London, NW3 2PF, UK.
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11
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Joshi K, de Massy MR, Ismail M, Reading JL, Uddin I, Woolston A, Hatipoglu E, Oakes T, Rosenthal R, Peacock T, Ronel T, Noursadeghi M, Turati V, Furness AJS, Georgiou A, Wong YNS, Ben Aissa A, Sunderland MW, Jamal-Hanjani M, Veeriah S, Birkbak NJ, Wilson GA, Hiley CT, Ghorani E, Guerra-Assunção JA, Herrero J, Enver T, Hadrup SR, Hackshaw A, Peggs KS, McGranahan N, Swanton C, Quezada SA, Chain B. Spatial heterogeneity of the T cell receptor repertoire reflects the mutational landscape in lung cancer. Nat Med 2019; 25:1549-1559. [PMID: 31591606 PMCID: PMC6890490 DOI: 10.1038/s41591-019-0592-2] [Citation(s) in RCA: 121] [Impact Index Per Article: 24.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Accepted: 08/20/2019] [Indexed: 12/22/2022]
Abstract
Somatic mutations together with immunoediting drive extensive heterogeneity within non-small-cell lung cancer (NSCLC). Herein we examine heterogeneity of the T cell antigen receptor (TCR) repertoire. The number of TCR sequences selectively expanded in tumors varies within and between tumors and correlates with the number of nonsynonymous mutations. Expanded TCRs can be subdivided into TCRs found in all tumor regions (ubiquitous) and those present in a subset of regions (regional). The number of ubiquitous and regional TCRs correlates with the number of ubiquitous and regional nonsynonymous mutations, respectively. Expanded TCRs form part of clusters of TCRs of similar sequence, suggestive of a spatially constrained antigen-driven process. CD8+ tumor-infiltrating lymphocytes harboring ubiquitous TCRs display a dysfunctional tissue-resident phenotype. Ubiquitous TCRs are preferentially detected in the blood at the time of tumor resection as compared to routine follow-up. These findings highlight a noninvasive method to identify and track relevant tumor-reactive TCRs for use in adoptive T cell immunotherapy.
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MESH Headings
- Aged
- CD8-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/pathology
- Carcinoma, Non-Small-Cell Lung/genetics
- Carcinoma, Non-Small-Cell Lung/immunology
- Carcinoma, Non-Small-Cell Lung/pathology
- Carcinoma, Non-Small-Cell Lung/therapy
- Female
- Genetic Heterogeneity
- Humans
- Immunotherapy, Adoptive
- Lymphocytes, Tumor-Infiltrating/immunology
- Lymphocytes, Tumor-Infiltrating/pathology
- Male
- Middle Aged
- Mutation
- Receptors, Antigen, T-Cell/genetics
- Receptors, Antigen, T-Cell/immunology
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Affiliation(s)
- Kroopa Joshi
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
- Department of Medical Oncology, The Royal Marsden NHS Foundation Trust, London, UK
| | - Marc Robert de Massy
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
| | - Mazlina Ismail
- Division of Infection and Immunity, University College London, London, UK
| | - James L Reading
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
| | - Imran Uddin
- Division of Infection and Immunity, University College London, London, UK
| | - Annemarie Woolston
- Division of Infection and Immunity, University College London, London, UK
| | - Emine Hatipoglu
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
- Department of Medical Oncology, The Royal Marsden NHS Foundation Trust, London, UK
| | - Theres Oakes
- Division of Infection and Immunity, University College London, London, UK
| | - Rachel Rosenthal
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Bill Lyons Informatics Centre, University College London Cancer Institute, London, UK
| | - Thomas Peacock
- Division of Infection and Immunity, University College London, London, UK
- Computation, Mathematics and Physics in the Life Sciences and Experimental Biology, Department of Computer Science, University College London, London, UK
| | - Tahel Ronel
- Division of Infection and Immunity, University College London, London, UK
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, UK
| | - Virginia Turati
- Department of Cancer Biology, University College London Cancer Institute, London, UK
| | - Andrew J S Furness
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
- Department of Medical Oncology, The Royal Marsden NHS Foundation Trust, London, UK
| | - Andrew Georgiou
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
| | - Yien Ning Sophia Wong
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
| | - Assma Ben Aissa
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Mariana Werner Sunderland
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
| | - Mariam Jamal-Hanjani
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Selvaraju Veeriah
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Nicolai J Birkbak
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Gareth A Wilson
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK
| | - Crispin T Hiley
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Ehsan Ghorani
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
| | | | - Javier Herrero
- Bill Lyons Informatics Centre, University College London Cancer Institute, London, UK
| | - Tariq Enver
- University College London Cancer Institute, London, UK
| | - Sine R Hadrup
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Allan Hackshaw
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Karl S Peggs
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK
| | - Nicholas McGranahan
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK
| | - Charles Swanton
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
- Cancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, London, UK.
| | - Sergio A Quezada
- Cancer Immunology Unit, Research Department of Haematology, University College London Cancer Institute, London, UK.
- Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.
| | - Benny Chain
- Division of Infection and Immunity, University College London, London, UK.
- Department of Computer Sciences, University College London, London, UK.
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12
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Uddin I, Woolston A, Peacock T, Joshi K, Ismail M, Ronel T, Husovsky C, Chain B. Quantitative analysis of the T cell receptor repertoire. Methods Enzymol 2019; 629:465-492. [PMID: 31727254 DOI: 10.1016/bs.mie.2019.05.054] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
The T cell receptor repertoire provides a window into the cellular adaptive immune response. In the context of cancer, determining the repertoire within a tumor can give important insights into the evolution of the T cell anti-cancer response, and has the potential to identify specific personalized biomarkers for tracking host responses during cancer therapy, including immunotherapy. We describe a protocol for amplifying, sequencing and analyzing T cell receptors which is economical, robust, sensitive and versatile. The key experimental step is the ligation of a single stranded oligonucleotide to the 3' end of the T cell receptor cDNA, which allows easy amplification of all possible rearrangements using only a single set of primers per locus, while simultaneously introducing a unique molecular identifier to label each starting cDNA molecule. After sequencing, this molecular identifier can be used to correct both sequence errors and the effects of differential PCR amplification efficiency, thus producing a more accurate measure of the true T cell receptor frequency within the sample. We describe a detailed protocol describing this method to create libraries of T cell receptors from in vitro T cell cultures, blood or tissue samples. We combine this with a computational pipeline, which incorporates sample multiplexing, T cell receptor annotation and error correction to provide accurate counts of individual T cell receptor sequences within samples. The integrated experimental and computational pipeline should be of value to researchers interested in documenting and understanding the T cell immune response to cancer, and in manipulating it for therapeutic purposes.
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Affiliation(s)
- Imran Uddin
- Division of Infection and Immunity, UCL, London, United Kingdom; Cancer Research UK Lung Cancer Centre of Excellence, UCL Cancer Institute, UCL, London, United Kingdom
| | | | - Thomas Peacock
- Division of Infection and Immunity, UCL, London, United Kingdom; CoMPLEX, Department of Computer Science, University College London, London, United Kingdom
| | - Kroopa Joshi
- Cancer Immunology Unit, University College London (UCL) Cancer Institute, London, United Kingdom
| | - Mazlina Ismail
- Division of Infection and Immunity, UCL, London, United Kingdom
| | - Tahel Ronel
- Division of Infection and Immunity, UCL, London, United Kingdom
| | - Connor Husovsky
- Division of Infection and Immunity, UCL, London, United Kingdom
| | - Benny Chain
- Division of Infection and Immunity, UCL, London, United Kingdom; Department of Computer Science, UCL, London, United Kingdom.
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