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Kristensen NP, Dionisio E, Bentzen AK, Tamhane T, Kemming JS, Nos G, Voss LF, Hansen UK, Lauer GM, Hadrup SR. Simultaneous analysis of pMHC binding and reactivity unveils virus-specific CD8 T cell immunity to a concise epitope set. Sci Adv 2024; 10:eadm8951. [PMID: 38608022 PMCID: PMC11014448 DOI: 10.1126/sciadv.adm8951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 03/12/2024] [Indexed: 04/14/2024]
Abstract
CD8 T cells provide immunity to virus infection through recognition of epitopes presented by peptide major histocompatibility complexes (pMHCs). To establish a concise panel of widely recognized T cell epitopes from common viruses, we combined analysis of TCR down-regulation upon stimulation with epitope-specific enumeration based on barcode-labeled pMHC multimers. We assess CD8 T cell binding and reactivity for 929 previously reported epitopes in the context of 1 of 25 HLA alleles representing 29 viruses. The prevalence and magnitude of CD8 T cell responses were evaluated in 48 donors and reported along with 137 frequently recognized virus epitopes, many of which were underrepresented in the public domain. Eighty-four percent of epitope-specific CD8 T cell populations demonstrated reactivity to peptide stimulation, which was associated with effector and long-term memory phenotypes. Conversely, nonreactive T cell populations were associated primarily with naive phenotypes. Our analysis provides a reference map of epitopes for characterizing CD8 T cell responses toward common human virus infections.
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Affiliation(s)
- Nikolaj Pagh Kristensen
- Section for Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kongens Lyngby, Denmark
| | - Edoardo Dionisio
- Section for Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kongens Lyngby, Denmark
| | - Amalie Kai Bentzen
- Section for Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kongens Lyngby, Denmark
| | - Tripti Tamhane
- Section for Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kongens Lyngby, Denmark
| | - Janine Sophie Kemming
- Section for Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kongens Lyngby, Denmark
| | - Grigorii Nos
- Section for Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kongens Lyngby, Denmark
| | - Lasse Frank Voss
- Section for Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kongens Lyngby, Denmark
| | - Ulla Kring Hansen
- Section for Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kongens Lyngby, Denmark
| | - Georg Michael Lauer
- Liver Center and Gastrointestinal Division, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Sine Reker Hadrup
- Section for Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kongens Lyngby, Denmark
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2
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Borch A, Carri I, Reynisson B, Alvarez HMG, Munk KK, Montemurro A, Kristensen NP, Tvingsholm SA, Holm JS, Heeke C, Moss KH, Hansen UK, Schaap-Johansen AL, Bagger FO, de Lima VAB, Rohrberg KS, Funt SA, Donia M, Svane IM, Lassen U, Barra C, Nielsen M, Hadrup SR. IMPROVE: a feature model to predict neoepitope immunogenicity through broad-scale validation of T-cell recognition. Front Immunol 2024; 15:1360281. [PMID: 38633261 PMCID: PMC11021644 DOI: 10.3389/fimmu.2024.1360281] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 03/07/2024] [Indexed: 04/19/2024] Open
Abstract
Background Mutation-derived neoantigens are critical targets for tumor rejection in cancer immunotherapy, and better tools for neoepitope identification and prediction are needed to improve neoepitope targeting strategies. Computational tools have enabled the identification of patient-specific neoantigen candidates from sequencing data, but limited data availability has hindered their capacity to predict which of the many neoepitopes will most likely give rise to T cell recognition. Method To address this, we make use of experimentally validated T cell recognition towards 17,500 neoepitope candidates, with 467 being T cell recognized, across 70 cancer patients undergoing immunotherapy. Results We evaluated 27 neoepitope characteristics, and created a random forest model, IMPROVE, to predict neoepitope immunogenicity. The presence of hydrophobic and aromatic residues in the peptide binding core were the most important features for predicting neoepitope immunogenicity. Conclusion Overall, IMPROVE was found to significantly advance the identification of neoepitopes compared to other current methods.
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Affiliation(s)
- Annie Borch
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Ibel Carri
- Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín, Buenos Aires, Argentina
| | - Birkir Reynisson
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Heli M. Garcia Alvarez
- Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín, Buenos Aires, Argentina
| | - Kamilla K. Munk
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | | | | | - Siri A. Tvingsholm
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Jeppe Sejerø Holm
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Christina Heeke
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Keith Henry Moss
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Ulla Kring Hansen
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | | | | | | | | | - Samuel A. Funt
- Department of Medicine, Weill Cornell Medical College, New York, NY, United States
| | - Marco Donia
- National Center for Cancer Immune Therapy, Copenhagen University Hospital, Herlev, Denmark
| | - Inge Marie Svane
- National Center for Cancer Immune Therapy, Copenhagen University Hospital, Herlev, Denmark
| | - Ulrik Lassen
- Department of Oncology, Phase 1 Unit, Rigshospitalet, Copenhagen, Denmark
| | - Carolina Barra
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Morten Nielsen
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
- Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín, Buenos Aires, Argentina
| | - Sine Reker Hadrup
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
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3
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Hulen TM, Friese C, Kristensen NP, Granhøj JS, Borch TH, Peeters MJW, Donia M, Andersen MH, Hadrup SR, Svane IM, Met Ö. Ex vivo modulation of intact tumor fragments with anti-PD-1 and anti-CTLA-4 influences the expansion and specificity of tumor-infiltrating lymphocytes. Front Immunol 2023; 14:1180997. [PMID: 37359554 PMCID: PMC10285209 DOI: 10.3389/fimmu.2023.1180997] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 05/23/2023] [Indexed: 06/28/2023] Open
Abstract
Checkpoint inhibition (CPI) therapy and adoptive cell therapy with autologous tumor-infiltrating lymphocytes (TIL-based ACT) are the two most effective immunotherapies for the treatment of metastatic melanoma. While CPI has been the dominating therapy in the past decade, TIL-based ACT is beneficial for individuals even after progression on previous immunotherapies. Given that notable differences in response have been made when used as a subsequent treatment, we investigated how the qualities of TILs changed when the ex vivo microenvironment of intact tumor fragments were modulated with checkpoint inhibitors targeting programmed death receptor 1 (PD-1) and cytotoxic T-lymphocyte-associated protein 4 (CTLA-4). Initially, we show that unmodified TILs from CPI-resistant individuals can be produced, are overwhelmingly terminally differentiated, and are capable of responding to tumor. We then investigate these properties in ex vivo checkpoint modulated TILs finding that that they retain these qualities. Lastly, we confirmed the specificity of the TILs to the highest responding tumor antigens, and identified this reactivity resides largely in CD39+CD69+ terminally differentiated populations. Overall, we found that anti-PD-1 will alter the proliferative capacity while anti-CTLA4 will influence breadth of antigen specificity.
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Affiliation(s)
- Thomas Morgan Hulen
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Christina Friese
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | | | - Joachim Stoltenborg Granhøj
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Troels Holz Borch
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Marlies J. W. Peeters
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Marco Donia
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Mads Hald Andersen
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Sine Reker Hadrup
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
| | - Inge Marie Svane
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Özcan Met
- National Center for Cancer Immune Therapy (CCIT-DK), Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
- Department of Health Technology, Technical University of Denmark, Lyngby, Denmark
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4
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Kristensen NP, Heeke C, Tvingsholm SA, Borch A, Draghi A, Crowther MD, Carri I, Munk KK, Holm JS, Bjerregaard AM, Bentzen AK, Marquard AM, Szallasi Z, McGranahan N, Andersen R, Nielsen M, Jönsson GB, Donia M, Svane IM, Hadrup SR. Neoantigen-reactive CD8+ T cells affect clinical outcome of adoptive transfer with tumor-infiltrating lymphocytes in melanoma. J Clin Invest 2021; 132:150535. [PMID: 34813506 PMCID: PMC8759789 DOI: 10.1172/jci150535] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 11/18/2021] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Neoantigen-driven recognition and T cell-mediated killing contribute to tumor clearance following adoptive cell therapy (ACT) with Tumor-Infiltrating Lymphocytes (TILs). Yet, how diversity, frequency, and persistence of expanded neoepitope-specific CD8+ T cells derived from TIL infusion products affect patient outcome is not fully determined. METHODS Using barcoded pMHC multimers, we provide a comprehensive mapping of CD8+ T cells recognizing neoepitopes in TIL infusion products and blood samples from 26 metastatic mela-noma patients who received ACT. RESULTS We identified 106 neoepitopes within TIL infusion products corresponding to 1.8% of all predicted neoepitopes. We observed neoepitope-specific recognition to be virtually devoid in TIL infusion products given to patients with progressive disease outcome. Moreover, we found that the frequency of neoepitope-specific CD8+ T cells in TIL infusion products correlated with in-creased survival, and that detection of engrafted CD8+ T cells in post-treatment (i.e. originating from the TIL infusion product) were unique to responders of TIL-ACT. Finally, we found that a transcriptional signature for lymphocyte activity within the tumor microenvironment was associated with a higher frequency of neoepitope-specific CD8+ T cells in the infusion product. CONCLUSIONS These data support previous case studies of neoepitope-specific CD8+ T cells in melanoma, and indicate that successful TIL-ACT is associated with an expansion of neoepitope-specific CD8+ T cells. FUNDING NEYE Foundation; European Research Council; Lundbeck Foundation Fellowship; Carlsberg Foundation.
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Affiliation(s)
- Nikolaj Pagh Kristensen
- Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark
| | - Christina Heeke
- Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark
| | - Siri A Tvingsholm
- Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark
| | - Annie Borch
- Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark
| | - Arianna Draghi
- Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | | | - Ibel Carri
- Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín, Buenos Aires, Argentina
| | - Kamilla K Munk
- Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark
| | - Jeppe Sejerø Holm
- Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark
| | - Anne-Mette Bjerregaard
- Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark
| | - Amalie Kai Bentzen
- Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark
| | - Andrea M Marquard
- Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark
| | - Zoltan Szallasi
- Danish Cancer Society Research Center, Danish Cancer Society, Copenhagen, Denmark
| | | | - Rikke Andersen
- Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Morten Nielsen
- Section for Bioinformatics, Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark
| | - Göran B Jönsson
- Department of Clinical Sciences, Lund University, Lund, Sweden
| | - Marco Donia
- Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Inge Marie Svane
- Department of Oncology, Copenhagen University Hospital, Herlev, Denmark
| | - Sine Reker Hadrup
- Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark
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5
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Kristensen NP, Heeke C, Tvingsholm SA, Bjerregaard AM, Draghi A, Bentzen AK, Andersen R, Donia M, Svane IM, Hadrup SR. Abstract A14: Neoepitope-specific CD8+ T cells in adoptive T-cell transfer. Cancer Immunol Res 2020. [DOI: 10.1158/2326-6074.tumimm19-a14] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Adoptive T-cell therapy (ACT) relies on expansion of tumor-infiltrating lymphocytes and infusion into patients following lymphodepletion, which have yielded complete responders in up to 25% of treated patients suffering from metastatic melanoma. However, a large proportion of patients have no clinical benefit (50-60%). Previous studies have found that clinical outcome correlates with tumor mutational and putative neoantigen load. Furthermore, expression of core antigen-presentation pathways including MHC class I genes in tumors correlates with clinical benefit. Based on these findings, we hypothesize that the presence of neoepitope-specific CD8+ T cells within the infusion product of ACT is a key determinant of clinical benefit. We apply in silico prediction of neoepitopes along with DNA-barcoded dextran multimer libraries to screen for personal neoepitope-specific CD8+ T cells. We show persistence of neoepitope-specific CD8+ T cells within patient peripheral blood for up to 24 months after therapy. Furthermore, we show an almost complete lack of neoepitope-specific CD8+ T cells within the infusion products of patients with progressive disease. However, patients with stable disease and long-term responses only have a modest increase in the number of targeted neoepitopes, as wells as the total frequency of neoepitope-specific CD8+ T cells. For future experimentation, we therefore aim to include more patients as well as study the phenotypical differences within the pool neoepitope-specific CD8+ T cells, the ultimate goal being a better understanding of what parameters from neoepitope-specific CD8+ T cells correlate with clinical efficacy of ACT.
Citation Format: Nikolaj Pagh Kristensen, Christina Heeke, Siri A. Tvingsholm, Anne-Mette Bjerregaard, Arianna Draghi, Amalie Kai Bentzen, Rikke Andersen, Marco Donia, Inge Marie Svane, Sine Reker Hadrup. Neoepitope-specific CD8+ T cells in adoptive T-cell transfer [abstract]. In: Proceedings of the AACR Special Conference on Tumor Immunology and Immunotherapy; 2019 Nov 17-20; Boston, MA. Philadelphia (PA): AACR; Cancer Immunol Res 2020;8(3 Suppl):Abstract nr A14.
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Affiliation(s)
- Nikolaj Pagh Kristensen
- 1Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark,
| | - Christina Heeke
- 1Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark,
| | - Siri A. Tvingsholm
- 1Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark,
| | - Anne-Mette Bjerregaard
- 1Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark,
| | - Arianna Draghi
- 2Center for Cancer Immune Therapy, Herlev University Hospital, Herlev, Denmark
| | - Amalie Kai Bentzen
- 1Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark,
| | - Rikke Andersen
- 2Center for Cancer Immune Therapy, Herlev University Hospital, Herlev, Denmark
| | - Marco Donia
- 2Center for Cancer Immune Therapy, Herlev University Hospital, Herlev, Denmark
| | - Inge Marie Svane
- 2Center for Cancer Immune Therapy, Herlev University Hospital, Herlev, Denmark
| | - Sine Reker Hadrup
- 1Experimental and Translational Immunology, Department of Health Technology, Technical University of Denmark (DTU), Kgs. Lyngby, Denmark,
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6
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Shome S, Parra RG, Fatima N, Monzon AM, Cuypers B, Moosa Y, Coimbra NDR, Assis J, Giner-Delgado C, Dönertaş HM, Cuesta-Astroz Y, Saarunya G, Allali I, Gupta S, Srivastava A, Kalsan M, Valdivia C, J Olguin-Orellana G, Papadimitriou S, Parisi D, Kristensen NP, Rib L, Guebila MB, Bauer E, Zaffaroni G, Bekkar A, Ashano E, Paladin L, Necci M, Moreyra NN, Rydén M, Villalobos-Solís J, Papadopoulos N, Rafael C, Karakulak T, Kaya Y, Gladbach Y, Dhanda SK, Šoštarić N, Alex A, DeBlasio D, Rahman F. Global network of computational biology communities: ISCB's Regional Student Groups breaking barriers. F1000Res 2019; 8. [PMID: 31508204 PMCID: PMC6720036 DOI: 10.12688/f1000research.20408.1] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/26/2019] [Indexed: 11/20/2022] Open
Abstract
Regional Student Groups (RSGs) of the International Society for Computational Biology Student Council (ISCB-SC) have been instrumental to connect computational biologists globally and to create more awareness about bioinformatics education. This article highlights the initiatives carried out by the RSGs both nationally and internationally to strengthen the present and future of the bioinformatics community. Moreover, we discuss the future directions the organization will take and the challenges to advance further in the ISCB-SC main mission: "Nurture the new generation of computational biologists".
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Affiliation(s)
- Sayane Shome
- Bioinformatics and Computational Biology Program, Iowa State University, Iowa, USA
| | - R Gonzalo Parra
- Genome Biology Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
| | - Nazeefa Fatima
- Science for Science for Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala University, Upsala, Sweden
| | | | - Bart Cuypers
- Department of Biomedical Sciences, Institute of Tropical Medicine, Antwerp, Belgium.,Department of Mathematics and Computer Science, University of Antwerp, Antwerp, Belgium
| | - Yumna Moosa
- KZN Research and Innovation Sequencing Platform, University of KwaZulu Natal, Durban, South Africa
| | - Nilson Da Rocha Coimbra
- Graduate Program in Bioinformatics, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Juliana Assis
- Graduate Program in Bioinformatics, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Carla Giner-Delgado
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Handan Melike Dönertaş
- European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, UK
| | - Yesid Cuesta-Astroz
- School of Microbiology, Universidad de Antioquía, Medellín, Colombia.,Colombian Tropical Medicine Institute (ICMT), Universidad CES, Medellín, Colombia
| | - Geetha Saarunya
- Department of Biological Sciences, University of South Carolina, South Caroli a, USA
| | - Imane Allali
- Department of Biology, Faculty of Sciences, Mohammed V University in Rabat, Rabat, Morocco.,Division of Computational Biology, Department of Biomedical Sciences, Institute of Infectious Disease and Molecular Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Shruti Gupta
- School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Ambuj Srivastava
- Department of Biotechnology, Indian Institute of Technology Madras, Chennai, India
| | - Manisha Kalsan
- School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi, India
| | - Catalina Valdivia
- Ecosystem's Health Laboratory, Universidad Andres, Bello Santiago, Chile
| | | | - Sofia Papadimitriou
- Interuniversity Institute of Bioinformatics in Brussels, Université libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium
| | | | | | - Leonor Rib
- The Bioinformatics Center, Biology and Biotech Research and Innovation Center, University of Copenhagen, Copenhagen, Denmark
| | - Marouen Ben Guebila
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Eugen Bauer
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Gaia Zaffaroni
- Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Amel Bekkar
- Swiss Institute of Bioinformatics (SIB), University of Lausanne, Lausanne, Switzerland
| | - Efejiro Ashano
- Molecular Diagnostics, Laboratory Services, APIN Public Health Initiatives, Abuja, Nigeria
| | - Lisanna Paladin
- Department of Biomedical Sciences, University of Padova, Padova, Italy
| | - Marco Necci
- Department of Biomedical Sciences, University of Padova, Padova, Italy
| | - Nicolás N Moreyra
- Genetics and Evolution of Buenos Aires (IEGEBA), CONICET-UBA, Institute of Ecology, Buenos Aires, Argentina
| | - Martin Rydén
- Biomedical Centre, Faculty of Medicine, Lund University, Lund, Sweden
| | - Jordan Villalobos-Solís
- Laboratorio de Biotenología de Plantas, Universidad Nacional de Costa Rica (UNA), Heredia, Costa Rica
| | - Nikolaos Papadopoulos
- Quantitative and Computational Biology, Max Planck Institute for Biophysical Chemistry, Göttingen, Germany
| | - Candice Rafael
- Research Unit for Bioinformatics, Rhodes University, Grahamstown, South Africa
| | - Tülay Karakulak
- Izmir Biomedicine and Genome Center, Dokuz Eylül University, Izmir, Turkey
| | - Yasin Kaya
- Hacettepe University, Faculty of Science, Department of Biology, Ankara, Turkey
| | - Yvonne Gladbach
- University Medical Center Rostock, University Heidelberg, Heidelberg, Germany
| | - Sandeep Kumar Dhanda
- La Jolla Institute for Allergy and Immunology, La Jolla Institute for Immunology, California, USA
| | | | - Aishwarya Alex
- Roche Diagnostics Automation Solutions GmbH, Roche, Waiblingen, Germany
| | - Dan DeBlasio
- Computational Biology Department, Carnegie Mellon University, Pittsburgh, USA
| | - Farzana Rahman
- Genomics and Computational Biology Research Group, University of South Wales, Pontypridd, UK.,School of Human and Life Sciences, Canterbury Christ Church University, Kent, UK
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7
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Pedersen NW, Holm A, Kristensen NP, Bjerregaard AM, Bentzen AK, Marquard AM, Tamhane T, Burgdorf KS, Ullum H, Jennum P, Knudsen S, Hadrup SR, Kornum BR. CD8 + T cells from patients with narcolepsy and healthy controls recognize hypocretin neuron-specific antigens. Nat Commun 2019; 10:837. [PMID: 30783092 PMCID: PMC6381094 DOI: 10.1038/s41467-019-08774-1] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2018] [Accepted: 01/28/2019] [Indexed: 12/19/2022] Open
Abstract
Narcolepsy Type 1 (NT1) is a neurological sleep disorder, characterized by the loss of hypocretin/orexin signaling in the brain. Genetic, epidemiological and experimental data support the hypothesis that NT1 is a T-cell-mediated autoimmune disease targeting the hypocretin producing neurons. While autoreactive CD4+ T cells have been detected in patients, CD8+ T cells have only been examined to a minor extent. Here we detect CD8+ T cells specific toward narcolepsy-relevant peptides presented primarily by NT1-associated HLA types in the blood of 20 patients with NT1 as well as in 52 healthy controls, using peptide-MHC-I multimers labeled with DNA barcodes. In healthy controls carrying the disease-predisposing HLA-DQB1*06:02 allele, the frequency of autoreactive CD8+ T cells was lower as compared with both NT1 patients and HLA-DQB1*06:02-negative healthy individuals. These findings suggest that a certain level of CD8+ T-cell reactivity combined with HLA-DQB1*06:02 expression is important for NT1 development.
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Affiliation(s)
- Natasja Wulff Pedersen
- Department of Health Technology, Section of Experimental and Translational Immunology, Technical University of Denmark, 2800 Kgs Lyngby, Denmark
| | - Anja Holm
- Department of Clinical Biochemistry, Molecular Sleep Laboratory, Rigshospitalet, 2600 Glostrup, Denmark
| | - Nikolaj Pagh Kristensen
- Department of Health Technology, Section of Experimental and Translational Immunology, Technical University of Denmark, 2800 Kgs Lyngby, Denmark
| | - Anne-Mette Bjerregaard
- Department of Health Technology, Section of Experimental and Translational Immunology, Technical University of Denmark, 2800 Kgs Lyngby, Denmark
| | - Amalie Kai Bentzen
- Department of Health Technology, Section of Experimental and Translational Immunology, Technical University of Denmark, 2800 Kgs Lyngby, Denmark
| | - Andrea Marion Marquard
- Department of Health Technology, Section of Experimental and Translational Immunology, Technical University of Denmark, 2800 Kgs Lyngby, Denmark
| | - Tripti Tamhane
- Department of Health Technology, Section of Experimental and Translational Immunology, Technical University of Denmark, 2800 Kgs Lyngby, Denmark
| | - Kristoffer Sølvsten Burgdorf
- Department of Clinical Immunology 2034, Copenhagen University Hospital, Rigshospitalet, 2100 Copenhagen, Denmark
| | - Henrik Ullum
- Department of Clinical Immunology 2034, Copenhagen University Hospital, Rigshospitalet, 2100 Copenhagen, Denmark
| | - Poul Jennum
- Department of Clinical Neurophysiology, Danish Center for Sleep Medicine, Rigshospitalet, 2600 Glostrup, Denmark
| | - Stine Knudsen
- Department of Clinical Neurophysiology, Danish Center for Sleep Medicine, Rigshospitalet, 2600 Glostrup, Denmark
- Norwegian Centre of Expertise for Neurodevelopmental Disorders and Hypersomnias (Nevsom), Department of Rare Disorders, Oslo University Hospital, Ullevål, 0424 Oslo, Norway
| | - Sine Reker Hadrup
- Department of Health Technology, Section of Experimental and Translational Immunology, Technical University of Denmark, 2800 Kgs Lyngby, Denmark.
| | - Birgitte Rahbek Kornum
- Department of Clinical Biochemistry, Molecular Sleep Laboratory, Rigshospitalet, 2600 Glostrup, Denmark.
- Department of Clinical Neurophysiology, Danish Center for Sleep Medicine, Rigshospitalet, 2600 Glostrup, Denmark.
- Department of Neuroscience, University of Copenhagen, 2200 Copenhagen, Denmark.
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Dreisig K, Sund L, Dommer MW, Kristensen NP, Boddum K, Viste R, Fredholm S, Odum N, Jäättelä M, Skov S, Kornum BR. Human P2Y 11 Expression Level Affects Human P2X7 Receptor-Mediated Cell Death. Front Immunol 2018; 9:1159. [PMID: 29937766 PMCID: PMC6002484 DOI: 10.3389/fimmu.2018.01159] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Accepted: 05/08/2018] [Indexed: 12/21/2022] Open
Abstract
Adenosine triphosphate (ATP) is known to induce cell death in T lymphocytes at high extracellular concentrations. CD4+ and CD8+ T lymphocytes have a differential response to ATP, which in mice is due to differences in the P2X7 receptor expression levels. By contrast, we observed that the difference in human CD4+ and CD8+ T lymphocyte response toward the synthetic ATP-analog BzATP is not explained by a difference in human P2X7 receptor expression. Rather, the BzATP-induced human P2X7 receptor response in naïve and immune-activated lymphocyte subtypes correlated with the expression of another ATP-binding receptor: the human P2Y11 receptor. In a recombinant expression system, the coexpression of the human P2Y11 receptor counteracted BzATP-induced human P2X7 receptor-driven lactate dehydrogenase release (a marker of cell death) and pore formation independent of calcium signaling. A mutated non-signaling human P2Y11 receptor had a similar human P2X7 receptor-inhibitory effect on pore formation, thus demonstrating that the human P2X7 receptor interference was not caused by human P2Y11 receptor signaling. In conclusion, we demonstrate an important species difference in the ATP-mediated cell death between mice and human cells and show that in human T lymphocytes, the expression of the human P2Y11 receptor correlates with human P2X7 receptor-driven cell death following BzATP stimulation.
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Affiliation(s)
- Karin Dreisig
- Molecular Sleep Laboratory, Department of Clinical Biochemistry, Rigshospitalet, Glostrup Hospital, Glostrup, Denmark
| | - Louise Sund
- Molecular Sleep Laboratory, Department of Clinical Biochemistry, Rigshospitalet, Glostrup Hospital, Glostrup, Denmark
| | - Maja Wallentin Dommer
- Molecular Sleep Laboratory, Department of Clinical Biochemistry, Rigshospitalet, Glostrup Hospital, Glostrup, Denmark
| | - Nikolaj Pagh Kristensen
- Molecular Sleep Laboratory, Department of Clinical Biochemistry, Rigshospitalet, Glostrup Hospital, Glostrup, Denmark
| | - Kim Boddum
- Molecular Sleep Laboratory, Department of Clinical Biochemistry, Rigshospitalet, Glostrup Hospital, Glostrup, Denmark
| | - Rannveig Viste
- Norwegian Centre of Expertise for Neurodevelopmental Disorders and Hypersomnias (NevSom), Oslo University Hospital, Ullevål, Norway
| | - Simon Fredholm
- Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Niels Odum
- Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Marja Jäättelä
- Cell Death and Metabolism Unit, Center for Autophagy, Recycling and Disease, Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Søren Skov
- Department of Veterinary Disease Biology, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Birgitte R Kornum
- Molecular Sleep Laboratory, Department of Clinical Biochemistry, Rigshospitalet, Glostrup Hospital, Glostrup, Denmark.,Danish Center for Sleep Medicine, Department of Neurophysiology, Rigshospitalet, Glostrup Hospital, Glostrup, Denmark
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Dreisig K, Kristensen NP, Dommer MW, Jørgensen NR, Kornum BR. N-terminal tagging of human P2X7 receptor disturbs calcium influx and dye uptake. Purinergic Signal 2018; 14:83-90. [PMID: 29290027 DOI: 10.1007/s11302-017-9598-8] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2016] [Accepted: 12/13/2017] [Indexed: 11/26/2022] Open
Abstract
The P2X7 receptor is a frequently studied member of the purinergic receptor family signalling via channel opening and membrane pore formation. Fluorescent imaging is an important molecular method for studying cellular receptor expression and localization. Fusion of receptors to fluorescent proteins might cause major functional changes and requires careful functional evaluation such as has been done for the rat P2X7 receptor. This study examines fusion constructs of the human P2X7 receptor. We assessed surface expression, channel opening with calcium influx, and pore formation using YO-PRO-1 dye uptake in response to BzATP stimulation in transfected cells. We found that tagging at the N-terminal of the human P2X7 receptor with the enhanced green fluorescent protein (eGFP) disturbed channel opening and pore formation despite intact surface expression. A triple hemagglutinin (3HA) fused to the N-terminal also disrupted pore formation but not channel opening showing that even a small tag alters the normal function of the receptor. Together, this suggests that in contrast to what has been observed for the rat P2X7 receptor, the human P2X7 receptor contains N-terminal motifs important for signalling that prevent the construction of a functionally active fusion protein.
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Affiliation(s)
- Karin Dreisig
- Department of Clinical Biochemistry, Rigshospitalet, Glostrup, Denmark
| | | | | | - Niklas Rye Jørgensen
- Department of Clinical Biochemistry, Rigshospitalet, Glostrup, Denmark
- OPEN, Odense Patient Data Explorative Network Odense University Hospital/Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Birgitte Rahbek Kornum
- Department of Clinical Biochemistry, Rigshospitalet, Glostrup, Denmark.
- Department of Clinical Neurophysiology, Rigshospitalet, Glostrup, Denmark.
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Abstract
The endemic Australian primitive moth family Lophocoronidae is reviewed. The family was previously known from three species represented by male 'museum' specimens only. The family now consists of one genus, Lophocorona Common, with six species of which three (L. robinsoni, L. commoni and L. flavicosta) are here described as new. L. robinsoni differs markedly from the remaining species in wing pattern and phenology, but all species have very similar male genitalia. Females of two species (L. robinsoni and L. commoni) are described. All species and parts of their male genitalia are illustrated; a key to all species is given. All new distribution records are listed and the known Australian range of the family now extends from east of Perth to south of Sydney. Lophocoronid structure is surveyed, including information on aspects of the soft anatomy of L. pediasia Common: cephalic, spiracular, abdominal base and male genital musculature, male internal genitalia, alimentary canal, gross structure of the central nervous system (CNS) and thoracic aorta. The most significant findings include the following: extrinsic labral muscles are absent; the relatively well-developed mandibles have no musculature, hence the (unknown) lophocoronid pupa must be adecticous; there is no intrinsic proboscis musculature; the posterolateral comer of the laterocervicale covers the anepisternal tooth; an anterior pronotal plate is present; the mesobasistemum is markedly produced anteriorly; wingsurface scales are largely hollow; a sizeable metapostphragma is present; the female has a piercing oviscapt similar to that of Eriocraniidae and Acanthopteroctetidae; a stomodaeal crop is well developed, extending into the abdomen, and followed by a narrow tubular portion in front of the mesenteron; there are four malpighian tubules, each opening into the gut; the deutocerebral lobes meet in front of the posterionnost pharyngeal sucking pump dilator (forming a 'deutocerebral loop'); the abdominal nerve cord has five ganglionic masses and thick connective tissue on top; the metathoracic aorta touches the dorsal pulsatile diaphragm. Six basal clades are recognised within the Lepidoptera-Glossata: (1) Eriocraniidae, (2) Acanthopteroctetidae (including Catapterix), (3) Lophocoronidae, (4) Neopseustidae, (5) Exoporia and (6) Heteroneura. Putative autapomorphies are listed and discussed for each. Several structural traits are compared throughout the six clades, and 47 potentially phylogenetically informative characters are identified (Appendices 1 and 2). Analysis of these characters with Hennig86, by using a hypothetical ancestor (reconstructed on the basis of character state distribution within the non-glossatan moth grade), yields a single shortest tree: Eriocraniidae + (Acanthopteroctetidae + (Lophocoronidae + (Neopseustidae + (Exoporia + Heteroneura)))). This tree is compared with a number of competing trees; it is concluded to be the most biologically meaningful one. The formal classification of the Glossata is discussed. The Acanthopteroctetidae are assigned to a superfamily of their own. Redundant taxon names above familygroup (Dacnonypha, Lophocoronina and Neopseustina) are discarded. The new name Coelolepida is introduced for the high-rank taxon comprising all Glossata except the Eriocraniidae; it is characterised primarily by the acquisition of hollow wing-surface scales and an apomorphic configuration of the first thoracic spiracle. Some ecological and conservation-related implications of the new insights in glossatan phylogeny are outlined.
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Abstract
The systematics and external morphology of the oriental genus Ogygioses are reviewed. Monophyly of the genus is demonstrated by the two segmented labial palpi, loss of the jugal lobe in the forewing, stalking of the forewing R4 with the base of R2 + 3 and a specialised scale arrangement on the forewing base. Sculpturing of the egg chorion differs from that of other Exoporia in exhibiting elongate tubercles regularly dispersed over the surface. The genus is retained tentatively in the Paleosetidae on the basis of the loss of all tibia1 spurs, including the epiphysis, and the extreme reduction of the maxillae. Four species are recognised: O. caliginosa Issiki & Stringer, O. eurata Issiki & Stringer, O. issikii Davis, sp. nov., from Taiwan, and O luangensis Kristensen, sp. nov., from Thailand. Adults are diurnal with the males forming hovering groups, or leks, similar to some species of Hepialidae.
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Rothenborg HW, Sjolin KE, Kristensen NP. [Sand fleas. A souvenir from holidays in the tropics]. Ugeskr Laeger 1976; 138:2437-40. [PMID: 968998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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