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Myers N, Droz D, Rogers BW, Tran H, Flores KB, Chan C, Knechtle SJ, Jackson AM, Luo X, Chambers ET, McCarthy JM. Modeling BK Virus Infection in Renal Transplant Recipients. Viruses 2024; 17:50. [PMID: 39861837 PMCID: PMC11768487 DOI: 10.3390/v17010050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2024] [Revised: 12/17/2024] [Accepted: 12/27/2024] [Indexed: 01/27/2025] Open
Abstract
Kidney transplant recipients require a lifelong protocol of immunosuppressive therapy to prevent graft rejection. However, these same medications leave them susceptible to opportunistic infections. One pathogen of particular concern is human polyomavirus 1, also known as BK virus (BKPyV). This virus attacks kidney tubule epithelial cells and is a direct threat to the health of the graft. Current standard of care in BK virus-infected transplant recipients is reduction in immunosuppressant therapy, to allow the patient's immune system to control the virus. This requires a delicate balance; immune suppression must be strong enough to prevent rejection, yet weak enough to allow viral clearance. We seek to model viral and immune dynamics with the ultimate goal of applying optimal control methods to this problem. In this paper, we begin with a previously published model and make simplifying assumptions that reduce the number of parameters from 20 to 14. We calibrate our model using newly available patient data and a detailed sensitivity analysis. Numerical results for multiple patients are given to show that the newer model reflects observed dynamics well.
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Affiliation(s)
- Nicholas Myers
- Center for Research in Scientific Computation, Department of Mathematics, North Carolina State University, Raleigh, NC 27695, USA; (N.M.); (D.D.); (K.B.F.)
| | - Dana Droz
- Center for Research in Scientific Computation, Department of Mathematics, North Carolina State University, Raleigh, NC 27695, USA; (N.M.); (D.D.); (K.B.F.)
| | - Bruce W. Rogers
- Department of Surgery, Duke University, Durham, NC 27710, USA (S.J.K.); (A.M.J.); (E.T.C.)
- Duke Center for Human Systems Immunology, Duke University, Durham, NC 27701, USA; (C.C.); (J.M.M.)
| | - Hien Tran
- Center for Research in Scientific Computation, Department of Mathematics, North Carolina State University, Raleigh, NC 27695, USA; (N.M.); (D.D.); (K.B.F.)
| | - Kevin B. Flores
- Center for Research in Scientific Computation, Department of Mathematics, North Carolina State University, Raleigh, NC 27695, USA; (N.M.); (D.D.); (K.B.F.)
| | - Cliburn Chan
- Duke Center for Human Systems Immunology, Duke University, Durham, NC 27701, USA; (C.C.); (J.M.M.)
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710, USA
| | - Stuart J. Knechtle
- Department of Surgery, Duke University, Durham, NC 27710, USA (S.J.K.); (A.M.J.); (E.T.C.)
| | - Annette M. Jackson
- Department of Surgery, Duke University, Durham, NC 27710, USA (S.J.K.); (A.M.J.); (E.T.C.)
| | - Xunrong Luo
- Department of Medicine, Duke University, Durham, NC 27710, USA;
| | - Eileen T. Chambers
- Department of Surgery, Duke University, Durham, NC 27710, USA (S.J.K.); (A.M.J.); (E.T.C.)
- Department of Pediatrics, Duke University, Durham, NC 27710, USA
| | - Janice M. McCarthy
- Duke Center for Human Systems Immunology, Duke University, Durham, NC 27701, USA; (C.C.); (J.M.M.)
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27710, USA
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Adugna T, Niu Q, Guan G, Du J, Yang J, Tian Z, Yin H. Advancements in nanoparticle-based vaccine development against Japanese encephalitis virus: a systematic review. Front Immunol 2024; 15:1505612. [PMID: 39759527 PMCID: PMC11695416 DOI: 10.3389/fimmu.2024.1505612] [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: 10/03/2024] [Accepted: 11/25/2024] [Indexed: 01/07/2025] Open
Abstract
Vaccination remains the sole effective strategy for combating Japanese encephalitis (JE). Both inactivated and live attenuated vaccines exhibit robust immunogenicity. However, the production of these conventional vaccine modalities necessitates extensive cultivation of the pathogen, incurring substantial costs and presenting significant biosafety risks. Moreover, the administration of live pathogens poses potential hazards for individuals or animals with compromised immune systems or other health vulnerabilities. Subsequently, ongoing research endeavors are focused on the development of next-generation JE vaccines utilizing nanoparticle (NP) platforms. This systematic review seeks to aggregate the research findings pertaining to NP-based vaccine development against JE. A thorough literature search was conducted across established English-language databases for research articles on JE NP vaccine development published between 2000 and 2023. A total of twenty-eight published studies were selected for detailed analysis in this review. Of these, 16 studies (57.14%) concentrated on virus-like particles (VLPs) employing various structural proteins. Other approaches, including sub-viral particles (SVPs), biopolymers, and both synthetic and inorganic NP platforms, were utilized to a lesser extent. The results of these investigations indicated that, despite variations in the usage of adjuvants, dosages, NP types, antigenic proteins, and animal models employed across different studies, the candidate NP vaccines developed were capable of eliciting enhanced humoral and cellular adaptive immune responses, providing effective protection (70-100%) for immunized mice against lethal challenges posed by virulent Japanese encephalitis virus (JEV). In conclusion, prospective next-generation JE vaccines for humans and animals may emerge from these candidate formulations following further evaluation in subsequent vaccine development phases.
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Affiliation(s)
- Takele Adugna
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, State Key Laboratory of Veterinary Etiological Biology Project, Yangzhou, China
- College of Veterinary Medicine and Animal Sciences, University of Gondar, Gondar, Ethiopia
| | - Qingli Niu
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, State Key Laboratory of Veterinary Etiological Biology Project, Yangzhou, China
| | - Guiquan Guan
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, State Key Laboratory of Veterinary Etiological Biology Project, Yangzhou, China
| | - Junzheng Du
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, State Key Laboratory of Veterinary Etiological Biology Project, Yangzhou, China
| | - Jifei Yang
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, State Key Laboratory of Veterinary Etiological Biology Project, Yangzhou, China
| | - Zhancheng Tian
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, State Key Laboratory of Veterinary Etiological Biology Project, Yangzhou, China
| | - Hong Yin
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou, China
- Jiangsu Co-innovation Center for Prevention and Control of Important Animal Infectious Diseases and Zoonoses, State Key Laboratory of Veterinary Etiological Biology Project, Yangzhou, China
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Lesec L, Serrier J, Seillier C, Bernay B, Regnauld C, Furon J, Leprince J, Lefranc B, Vivien D, Docagne F, Le Mauff B, Toutirais O. Specific and Polyfunctional T Cell Response Against N-Methyl-d-aspartate Receptor in an Autoantibody-Mediated Encephalitis Model. Biomedicines 2024; 12:2458. [PMID: 39595024 PMCID: PMC11591936 DOI: 10.3390/biomedicines12112458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 10/08/2024] [Accepted: 10/17/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND Anti-N-Methyl-d-aspartate receptor (NMDAR) autoimmune encephalitis (NMDAR AE) is an autoimmune disease characterized by severe psychiatric and neurological symptoms. While the pathogenic role of antibodies (Abs) directed against the GluN1 subunit of NMDAR is well described in this disease, the immune mechanisms involved in the generation of the autoimmune B cell response, especially the role of T helper cells, are poorly understood. Previously, we developed a B-cell-mediated mouse model of NMDAR AE by immunization with a GluN1359-378 peptide that drives a series of symptoms that recapitulate AE such as anxiety behaviour and spatial memory impairment. RESULTS In this mouse model, we identified anti-GluN1-specific CD4+ but also CD8+ T cells in both spleen and meninges. T helper cells have a polyfunctional profile, arguing for a T and B cell crosstalk to generate anti-GluN1 pathogenic Abs. Interestingly, proteomic analysis of AE meninges showed enrichment of differentially expressed proteins in biological processes associated with B cell activation and cytokine signalling pathways. CONCLUSIONS This study identified, for the first time, a potential contribution of T helper cells in the pathology of NMDAR AE and paved the way for the development of future tolerogenic approaches to treat relapses.
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Affiliation(s)
- Léonie Lesec
- Normandie Univ, UNICAEN, INSERM, GIP Cyceron, Institut Blood and Brain @Caen-Normandie (BB@C), UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), 14032 Caen, France; (L.L.); (J.S.); (C.S.); (C.R.); (J.F.); (D.V.); (F.D.); (B.L.M.)
| | - Julien Serrier
- Normandie Univ, UNICAEN, INSERM, GIP Cyceron, Institut Blood and Brain @Caen-Normandie (BB@C), UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), 14032 Caen, France; (L.L.); (J.S.); (C.S.); (C.R.); (J.F.); (D.V.); (F.D.); (B.L.M.)
- Department of Immunology and Histocompatibility (HLA), Caen University Hospital (CHU), 14000 Caen, France
| | - Célia Seillier
- Normandie Univ, UNICAEN, INSERM, GIP Cyceron, Institut Blood and Brain @Caen-Normandie (BB@C), UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), 14032 Caen, France; (L.L.); (J.S.); (C.S.); (C.R.); (J.F.); (D.V.); (F.D.); (B.L.M.)
| | - Benoit Bernay
- Normandie Univ, UNICAEN, US EMerode, Plateform Proteogen, 14000 Caen, France;
| | - Caroline Regnauld
- Normandie Univ, UNICAEN, INSERM, GIP Cyceron, Institut Blood and Brain @Caen-Normandie (BB@C), UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), 14032 Caen, France; (L.L.); (J.S.); (C.S.); (C.R.); (J.F.); (D.V.); (F.D.); (B.L.M.)
| | - Jonathane Furon
- Normandie Univ, UNICAEN, INSERM, GIP Cyceron, Institut Blood and Brain @Caen-Normandie (BB@C), UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), 14032 Caen, France; (L.L.); (J.S.); (C.S.); (C.R.); (J.F.); (D.V.); (F.D.); (B.L.M.)
| | - Jérôme Leprince
- Normandie Univ, UNIROUEN, INSERM, U1239 NorDiC, Neuronal and Neuroendocrine Differentiation and Communication, 76000 Rouen, France;
| | - Benjamin Lefranc
- Normandie Univ, UNIROUEN, INSERM, US51 HeRacLeS, PRIMACEN, 76000 Rouen, France;
| | - Denis Vivien
- Normandie Univ, UNICAEN, INSERM, GIP Cyceron, Institut Blood and Brain @Caen-Normandie (BB@C), UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), 14032 Caen, France; (L.L.); (J.S.); (C.S.); (C.R.); (J.F.); (D.V.); (F.D.); (B.L.M.)
- Department of Clinical Research, Caen University Hospital, 14000 Caen, France
| | - Fabian Docagne
- Normandie Univ, UNICAEN, INSERM, GIP Cyceron, Institut Blood and Brain @Caen-Normandie (BB@C), UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), 14032 Caen, France; (L.L.); (J.S.); (C.S.); (C.R.); (J.F.); (D.V.); (F.D.); (B.L.M.)
| | - Brigitte Le Mauff
- Normandie Univ, UNICAEN, INSERM, GIP Cyceron, Institut Blood and Brain @Caen-Normandie (BB@C), UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), 14032 Caen, France; (L.L.); (J.S.); (C.S.); (C.R.); (J.F.); (D.V.); (F.D.); (B.L.M.)
- Department of Immunology and Histocompatibility (HLA), Caen University Hospital (CHU), 14000 Caen, France
| | - Olivier Toutirais
- Normandie Univ, UNICAEN, INSERM, GIP Cyceron, Institut Blood and Brain @Caen-Normandie (BB@C), UMR-S U1237, Physiopathology and Imaging of Neurological Disorders (PhIND), 14032 Caen, France; (L.L.); (J.S.); (C.S.); (C.R.); (J.F.); (D.V.); (F.D.); (B.L.M.)
- Department of Immunology and Histocompatibility (HLA), Caen University Hospital (CHU), 14000 Caen, France
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Covill LE, Sendel A, Campbell TM, Piiroinen I, Enoksson SL, Borgström EW, Hansen S, Ma K, Marits P, Norlin AC, Smith CIE, Kåhlin J, Eriksson LI, Bergman P, Bryceson YT. Evaluation of Genetic or Cellular Impairments in Type I IFN Immunity in a Cohort of Young Adults with Critical COVID-19. J Clin Immunol 2024; 44:50. [PMID: 38231281 PMCID: PMC10794435 DOI: 10.1007/s10875-023-01641-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 12/13/2023] [Indexed: 01/18/2024]
Abstract
Several genetic and immunological risk factors for severe COVID-19 have been identified, with monogenic conditions relating to 13 genes of type I interferon (IFN) immunity proposed to explain 4.8% of critical cases. However, previous cohorts have been clinically heterogeneous and were not subjected to thorough genetic and immunological analyses. We therefore aimed to systematically investigate the prevalence of rare genetic variants causing inborn errors of immunity (IEI) and functionally interrogate the type I IFN pathway in young adults that suffered from critical COVID-19 yet lacked comorbidities. We selected and clinically characterized a cohort of 38 previously healthy individuals under 50 years of age who were treated in intensive care units due to critical COVID-19. Blood samples were collected after convalescence. Two patients had IFN-α autoantibodies. Genome sequencing revealed very rare variants in the type I IFN pathway in 31.6% of the patients, which was similar to controls. Analyses of cryopreserved leukocytes did not indicate any defect in plasmacytoid dendritic cell sensing of TLR7 and TLR9 agonists in patients carrying variants in these pathways. However, lymphocyte STAT phosphorylation and protein upregulation upon IFN-α stimulation revealed three possible cases of impaired type I IFN signaling in carriers of rare variants. Together, our results suggest a strategy of functional screening followed by genome analyses and biochemical validation to uncover undiagnosed causes of critical COVID-19.
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Affiliation(s)
- L E Covill
- Center for Hematology and Regenerative Medicine, Department of Medicine, Karolinska Institute, Stockholm, Sweden
| | - A Sendel
- Division of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - T M Campbell
- Center for Hematology and Regenerative Medicine, Department of Medicine, Karolinska Institute, Stockholm, Sweden
| | - I Piiroinen
- Center for Hematology and Regenerative Medicine, Department of Medicine, Karolinska Institute, Stockholm, Sweden
| | - S Lind Enoksson
- Division of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - E Wahren Borgström
- Division of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
| | - S Hansen
- Division of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
| | - K Ma
- Center for Hematology and Regenerative Medicine, Department of Medicine, Karolinska Institute, Stockholm, Sweden
| | - P Marits
- Division of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - A C Norlin
- Division of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
| | - C I E Smith
- Division of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
- Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - J Kåhlin
- Division of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden
| | - L I Eriksson
- Division of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden
| | - P Bergman
- Division of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
- Division of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
- Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Y T Bryceson
- Center for Hematology and Regenerative Medicine, Department of Medicine, Karolinska Institute, Stockholm, Sweden.
- Division of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden.
- Broegelmann Laboratory, Department of Clinical Sciences, University of Bergen, Bergen, Norway.
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Fernández-Moreno R, Valle-Arroyo J, Páez-Vega A, Salinas A, Cano A, Pérez AB, Torre-Cisneros J, Cantisán S. Memory SARS-CoV-2 T-cell response in convalescent COVID-19 patients with undetectable specific IgG antibodies: a comparative study. Front Immunol 2023; 14:1142918. [PMID: 37180143 PMCID: PMC10169638 DOI: 10.3389/fimmu.2023.1142918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 04/07/2023] [Indexed: 05/15/2023] Open
Abstract
Background During the COVID-19 pandemic, a variable percentage of patients with SARS-CoV-2 infection failed to elicit humoral response. This study investigates whether patients with undetectable SARS-CoV-2 IgG are able to generate SARS-CoV-2 memory T cells with proliferative capacity upon stimulation. Methods This cross-sectional study was conducted with convalescent COVID-19 patients, diagnosed with a positive real-time PCR (RT-PCR) from nasal and pharyngeal swab specimens. COVID-19 patients were enrolled ≥3 months after the last PCR positive. Proliferative T-cell response after whole blood stimulation was assessed using the FASCIA assay. Results A total of 119 participants (86 PCR-confirmed COVID-19 patients and 33 healthy controls) were randomly filtered from an initial cohort. Of these 86 patients, 59 had detectable (seropositive) and 27 had undetectable (seronegative) SARS-CoV-2 IgG. Seropositive patients were subclassified as asymptomatic/mild or severe according to the oxygen supplementation requirement. SARS-CoV-2 CD3+ and CD4+ T cells showed significantly lower proliferative response in seronegative than in seropositive patients. The ROC curve analysis indicated that ≥ 5 CD4+ blasts/μL of blood defined a "positive SARS-CoV-2 T cell response". According to this cut-off, 93.2% of seropositive patients had a positive T-cell response compared to 50% of seronegative patients and 20% of negative controls (chi-square; p < 0.001). Conclusions This proliferative assay is useful not only to discriminate convalescent patients from negative controls, but also to distinguish seropositive patients from those with undetectable SARS-CoV-2 IgG antibodies. Memory T cells in seronegative patients are able to respond to SARSCoV-2 peptides, although at a lower magnitude than seropositive patients.
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Affiliation(s)
- Raquel Fernández-Moreno
- Spanish Network for Research in Infectious Diseases (REIPI), Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Infectious Diseases (GC-03) and Clinical and Molecular Microbiology (GC-24) Groups, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofía University Hospital, University of Cordoba, Cordoba, Spain
| | - Jorge Valle-Arroyo
- Infectious Diseases (GC-03) and Clinical and Molecular Microbiology (GC-24) Groups, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofía University Hospital, University of Cordoba, Cordoba, Spain
| | - Aurora Páez-Vega
- Spanish Network for Research in Infectious Diseases (REIPI), Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Infectious Diseases (GC-03) and Clinical and Molecular Microbiology (GC-24) Groups, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofía University Hospital, University of Cordoba, Cordoba, Spain
| | - Ana Salinas
- Infectious Diseases (GC-03) and Clinical and Molecular Microbiology (GC-24) Groups, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofía University Hospital, University of Cordoba, Cordoba, Spain
| | - Angela Cano
- Spanish Network for Research in Infectious Diseases (REIPI), Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Infectious Diseases (GC-03) and Clinical and Molecular Microbiology (GC-24) Groups, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofía University Hospital, University of Cordoba, Cordoba, Spain
- Infectious Diseases Unit, Reina Sofía University Hospital, Cordoba, Spain
| | - Ana B Pérez
- Spanish Network for Research in Infectious Diseases (REIPI), Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Infectious Diseases (GC-03) and Clinical and Molecular Microbiology (GC-24) Groups, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofía University Hospital, University of Cordoba, Cordoba, Spain
- Microbiology Unit, Reina Sofía University Hospital, Cordoba, Spain
| | - Julián Torre-Cisneros
- Spanish Network for Research in Infectious Diseases (REIPI), Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Infectious Diseases (GC-03) and Clinical and Molecular Microbiology (GC-24) Groups, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofía University Hospital, University of Cordoba, Cordoba, Spain
- Infectious Diseases Unit, Reina Sofía University Hospital, Cordoba, Spain
| | - Sara Cantisán
- Spanish Network for Research in Infectious Diseases (REIPI), Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Infectious Diseases (GC-03) and Clinical and Molecular Microbiology (GC-24) Groups, Maimonides Biomedical Research Institute of Cordoba (IMIBIC), Reina Sofía University Hospital, University of Cordoba, Cordoba, Spain
- Infectious Diseases Unit, Reina Sofía University Hospital, Cordoba, Spain
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Ersoy Dursun F, Çağ Y, İğneci E, Işık Gören B, Arslan F, Akarsu Ayazoğlu T, İşman FK, Vahaboğlu MH. Adaptive immune system in severe COVID-19 patients in the first week of illness: A pilot study. Eur J Microbiol Immunol (Bp) 2023; 12:100-106. [PMID: 36645664 PMCID: PMC9869865 DOI: 10.1556/1886.2022.00022] [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: 11/05/2022] [Accepted: 11/29/2022] [Indexed: 01/17/2023] Open
Abstract
Introduction The presentation of the course of COVID-19-related T-cell responses in the first week of the disease may be a more specific period for adaptive immune response assessment. This study aimed to clarify the relationship between changes in peripheral blood lymphocyte counts and death in patients with COVID-19 pneumonia. Methods Thirty-three patients (14 females and 19 males) admitted for severe and desaturated COVID-19 pneumonia confirmed by polymerase chain reaction were included. Lymphocyte subsets and CD4+/CD8+ and CD16+/CD56+ rates were measured using flow cytometry from peripheral blood at admission and on the day of death or hospital discharge. Results Twenty-eight patients survived and five died. On the day of admission, the CD4+ cell count was significantly higher and the saturation of O2 was significantly lower in the deceased patients compared to the survivors (P < 0.05). The CD16+/CD56+ rate was significantly lower on the day of death in the deceased patients than in discharge day for the survivors (P = 0.013). Conclusion CD4+ lymphocyte percentages and O2 saturation in samples taken on the day of admission to the hospital and CD16+/CD56+ ratios taken at the time of discharge from the hospital were found to be associated with the mortality in patients with severe COVID-19.
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Affiliation(s)
- Fadime Ersoy Dursun
- Department of Hematology, Prof. Dr. Süleyman Yalçın City Hospital, Istanbul, Turkey,Corresponding author. Department of Hematology, Prof. Dr. Süleyman Yalçın City Hospital, Kadıköy, Istanbul, Turkey. Tel.: +90 5368385101. E-mail:
| | - Yasemin Çağ
- Department of Infectious Disease, Prof. Dr. Süleyman Yalçın City Hospital, Istanbul, Turkey
| | - Ender İğneci
- Department of Internal Medicine, Prof. Dr. Süleyman Yalçın City Hospital, Istanbul, Turkey
| | - Burcu Işık Gören
- Department of Infectious Disease, Prof. Dr. Süleyman Yalçın City Hospital, Istanbul, Turkey
| | - Ferhat Arslan
- Department of Infectious Disease, Prof. Dr. Süleyman Yalçın City Hospital, Istanbul, Turkey
| | - Tülin Akarsu Ayazoğlu
- Department of Intensive Care Unit, Prof. Dr. Süleyman Yalçın City Hospital, Istanbul, Turkey,Department of Intensive Care Unit, Faculty of Medicine, Alaaddin Keykubat University, Alanya-Antalya, Turkey
| | - Ferruh Kemal İşman
- Department of Biochemistry, Prof. Dr. Süleyman Yalçın City Hospital, Istanbul, Turkey
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FASCIA Method in the Assessment of Lymphocyte Mitogen Responses in the Laboratory Diagnostics of Primary Immunodeficiencies. J Clin Immunol 2023; 43:653-661. [PMID: 36512178 PMCID: PMC9958160 DOI: 10.1007/s10875-022-01417-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 11/28/2022] [Indexed: 12/15/2022]
Abstract
Lymphocyte responses to mitogens constitute a key part of the diagnostics of combined immunodeficiency (CID). Currently, mostly radioactive thymidine incorporation and carboxyfluorescein diacetate succinimidyl ester (CFSE) dilution methods are used. Flow-cytometric assay for specific cell-mediated immune-response in activated whole blood (FASCIA) has been put forth as an easy-to-perform option for the measurement of lymphocyte responses with the advantage of recognizing different lymphocyte subtypes and avoiding the use of radioactive reagents. Our aim was to analyze retrospectively the usefulness of FASCIA in the diagnostics of CID. We included all lymphocyte stimulation tests done with FASCIA in HUSLAB (Helsinki, Finland) between February 2015 and September 2018 in our analysis. The cohort was divided into two groups according to the patients' final diagnoses: CID (n = 30) or non-CID (n = 159). We evaluated the stimulation responses with a combined FASCIA score (the average of all mitogen responses). The FASCIA score was significantly lower among the CID group compared to the other patients (p = 0.002), and in the ROC analysis, the AUC was 0.75 (p < 0.001) for the FASCIA score. When the three mitogens were analyzed separately, phytohemagglutinin (PHA) was best in separating patients with CID from non-CID (in the ROC analysis AUC 0.71, p = 0.001). Immunosuppressive medication affected the FASCIA result significantly and needs to be considered when evaluating the results. In conclusion, FASCIA can reliably detect the CID patients in the absence of immunosuppressive medication. It emerges as a method with many benefits compared to tests requiring radioactive reagents or the complicated CFSE staining.
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8
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Borgström EW, Edvinsson M, Pérez LP, Norlin AC, Enoksson SL, Hansen S, Fasth A, Friman V, Kämpe O, Månsson R, Estupiñán HY, Wang Q, Ziyang T, Lakshmikanth T, Smith CIE, Brodin P, Bergman P. Three Adult Cases of STAT1 Gain-of-Function with Chronic Mucocutaneous Candidiasis Treated with JAK Inhibitors. J Clin Immunol 2023; 43:136-150. [PMID: 36050429 PMCID: PMC9840596 DOI: 10.1007/s10875-022-01351-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 08/08/2022] [Indexed: 01/21/2023]
Abstract
PURPOSE The aim of this study was to characterize clinical effects and biomarkers in three patients with chronic mucocutaneous candidiasis (CMC) caused by gain-of-function (GOF) mutations in the STAT1 gene during treatment with Janus kinase (JAK) inhibitors. METHODS Mass cytometry (CyTOF) was used to characterize mononuclear leukocyte populations and Olink assay to quantify 265 plasma proteins. Flow-cytometric Assay for Specific Cell-mediated Immune-response in Activated whole blood (FASCIA) was used to quantify the reactivity against Candida albicans. RESULTS Overall, JAK inhibitors improved clinical symptoms of CMC, but caused side effects in two patients. Absolute numbers of neutrophils, T cells, B cells, and NK cells were sustained during baricitinib treatment. Detailed analysis of cellular subsets, using CyTOF, revealed increased expression of CD45, CD52, and CD99 in NK cells, reflecting a more functional phenotype. Conversely, monocytes and eosinophils downregulated CD16, consistent with reduced inflammation. Moreover, T and B cells showed increased expression of activation markers during treatment. In one patient with a remarkable clinical effect of baricitinib treatment, the immune response to C. albicans increased after 7 weeks of treatment. Alterations in plasma biomarkers involved downregulation of cellular markers CXCL10, annexin A1, granzyme B, granzyme H, and oncostatin M, whereas FGF21 was the only upregulated marker after 7 weeks. After 3 months, IFN-ɣ and CXCL10 were downregulated. CONCLUSIONS The clinical effect of JAK inhibitor treatment of CMC is promising. Several biological variables were altered during baricitinib treatment demonstrating that lymphocytes, NK cells, monocytes, and eosinophils were affected. In parallel, cellular reactivity against C. albicans was enhanced.
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Affiliation(s)
- Emilie W. Borgström
- Department of Laboratory Medicine, Clinical Microbiology, Stockholm, Sweden ,grid.24381.3c0000 0000 9241 5705Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
| | - Marie Edvinsson
- grid.412354.50000 0001 2351 3333Department of Medical Sciences, Section of Infectious Diseases, Uppsala University Hospital, Uppsala, Sweden
| | - Lucía P. Pérez
- grid.4714.60000 0004 1937 0626Department of Laboratory Medicine, Biomolecular and Cellular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Anna C. Norlin
- grid.24381.3c0000 0000 9241 5705Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden ,grid.24381.3c0000 0000 9241 5705Department of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Sara L. Enoksson
- grid.24381.3c0000 0000 9241 5705Department of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Susanne Hansen
- grid.24381.3c0000 0000 9241 5705Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
| | - Anders Fasth
- grid.8761.80000 0000 9919 9582Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Vanda Friman
- grid.8761.80000 0000 9919 9582Department of Infectious Diseases, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Olle Kämpe
- grid.4714.60000 0004 1937 0626Experimental Endocrinology, Department of Medicine, Karolinska Institutet, Solna, Stockholm, Sweden
| | - Robert Månsson
- grid.4714.60000 0004 1937 0626Department of Laboratory Medicine, Biomolecular and Cellular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Hernando Y. Estupiñán
- grid.4714.60000 0004 1937 0626Department of Laboratory Medicine, Biomolecular and Cellular Medicine, Karolinska Institutet, Stockholm, Sweden ,grid.411595.d0000 0001 2105 7207Departamento de Ciencias Básicas, Universidad Industrial de Santander, 680002 Bucaramanga, Colombia
| | - Qing Wang
- grid.4714.60000 0004 1937 0626Department of Laboratory Medicine, Biomolecular and Cellular Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Tan Ziyang
- grid.4714.60000 0004 1937 0626Science for Life Laboratory, Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden
| | - Tadepally Lakshmikanth
- grid.4714.60000 0004 1937 0626Science for Life Laboratory, Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden
| | - Carl Inge E. Smith
- grid.24381.3c0000 0000 9241 5705Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden ,Department of Laboratory Medicine, Translational Research Center Karolinska (TRACK), Stockholm, Sweden
| | - Petter Brodin
- grid.4714.60000 0004 1937 0626Science for Life Laboratory, Department of Women’s and Children’s Health, Karolinska Institutet, Stockholm, Sweden ,grid.7445.20000 0001 2113 8111Department of Immunology and Inflammation, Imperial College London, London, UK
| | - Peter Bergman
- Department of Laboratory Medicine, Clinical Microbiology, Stockholm, Sweden ,grid.24381.3c0000 0000 9241 5705Department of Infectious Diseases, Karolinska University Hospital, Stockholm, Sweden
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9
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Campbell TM, Liu Z, Zhang Q, Moncada-Velez M, Covill LE, Zhang P, Alavi Darazam I, Bastard P, Bizien L, Bucciol G, Lind Enoksson S, Jouanguy E, Karabela ŞN, Khan T, Kendir-Demirkol Y, Arias AA, Mansouri D, Marits P, Marr N, Migeotte I, Moens L, Ozcelik T, Pellier I, Sendel A, Şenoğlu S, Shahrooei M, Smith CE, Vandernoot I, Willekens K, Kart Yaşar K, Bergman P, Abel L, Cobat A, Casanova JL, Meyts I, Bryceson YT. Respiratory viral infections in otherwise healthy humans with inherited IRF7 deficiency. J Exp Med 2022; 219:e20220202. [PMID: 35670811 PMCID: PMC9178406 DOI: 10.1084/jem.20220202] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 03/29/2022] [Accepted: 05/12/2022] [Indexed: 12/18/2022] Open
Abstract
Autosomal recessive IRF7 deficiency was previously reported in three patients with single critical influenza or COVID-19 pneumonia episodes. The patients' fibroblasts and plasmacytoid dendritic cells produced no detectable type I and III IFNs, except IFN-β. Having discovered four new patients, we describe the genetic, immunological, and clinical features of seven IRF7-deficient patients from six families and five ancestries. Five were homozygous and two were compound heterozygous for IRF7 variants. Patients typically had one episode of pulmonary viral disease. Age at onset was surprisingly broad, from 6 mo to 50 yr (mean age 29 yr). The respiratory viruses implicated included SARS-CoV-2, influenza virus, respiratory syncytial virus, and adenovirus. Serological analyses indicated previous infections with many common viruses. Cellular analyses revealed strong antiviral immunity and expanded populations of influenza- and SARS-CoV-2-specific memory CD4+ and CD8+ T cells. IRF7-deficient individuals are prone to viral infections of the respiratory tract but are otherwise healthy, potentially due to residual IFN-β and compensatory adaptive immunity.
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Affiliation(s)
- Tessa Mollie Campbell
- Center for Hematology and Regenerative Medicine, Department of Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Zhiyong Liu
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, Rockefeller University, New York, NY
| | - Qian Zhang
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, Rockefeller University, New York, NY
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, Paris, France
- University Paris Cité, Imagine Institute, Paris, France
- Qian Zhang:
| | - Marcela Moncada-Velez
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, Rockefeller University, New York, NY
| | - Laura E. Covill
- Center for Hematology and Regenerative Medicine, Department of Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Peng Zhang
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, Rockefeller University, New York, NY
| | - Ilad Alavi Darazam
- Department of Infectious Diseases and Tropical Medicine, Loghman Hakim Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Infectious Diseases and Tropical Medicine Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Paul Bastard
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, Rockefeller University, New York, NY
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, Paris, France
- University Paris Cité, Imagine Institute, Paris, France
- Department of Pediatrics, Necker Hospital for Sick Children, Paris, France
| | - Lucy Bizien
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, Paris, France
- University Paris Cité, Imagine Institute, Paris, France
| | - Giorgia Bucciol
- Department of Microbiology, Immunology and Transplantation, Laboratory of Inborn Errors of Immunity, KU Leuven, Leuven, Belgium
- Department of Pediatrics, University Hospitals Leuven, Leuven, Belgium
| | - Sara Lind Enoksson
- Department of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
- Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
| | - Emmanuelle Jouanguy
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, Rockefeller University, New York, NY
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, Paris, France
- University Paris Cité, Imagine Institute, Paris, France
| | - Şemsi Nur Karabela
- Department of Infectious Diseases and Clinical Microbiology, Bakirkoy Dr. Sadi Konuk Training and Research Hospital, University of Health Sciences, Istanbul, Turkey
| | - Taushif Khan
- Department of Human Immunology, Research Branch, Sidra Medicine, Doha, Qatar
| | - Yasemin Kendir-Demirkol
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, Rockefeller University, New York, NY
| | - Andres Augusto Arias
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, Rockefeller University, New York, NY
- Primary Immunodeficiencies Group, University of Antioquia UdeA, Medellin, Colombia
- School of Microbiology, University of Antioquia UdeA, Medellin, Colombia
| | - Davood Mansouri
- Department of Clinical Immunology and Infectious Diseases, National Research Institute of Tuberculosis and Lung Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- The Clinical Tuberculosis and Epidemiology Research Center, National Research Institute of Tuberculosis and Lung Diseases, Masih Daneshvari Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Per Marits
- Department of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
- Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Stockholm, Sweden
| | - Nico Marr
- Department of Human Immunology, Research Branch, Sidra Medicine, Doha, Qatar
| | - Isabelle Migeotte
- Centre de Génétique Humaine de l’Université Libre de Bruxelles, Hôpital Erasme, Brussels, Belgium
| | - Leen Moens
- Department of Microbiology, Immunology and Transplantation, Laboratory of Inborn Errors of Immunity, KU Leuven, Leuven, Belgium
| | - Tayfun Ozcelik
- Department of Molecular Biology and Genetics, Bilkent University, Bilkent-Ankara, Turkey
| | - Isabelle Pellier
- Université d'Angers, INSERM, CNRS, CRCINA, Pediatric Immuno-Hemato-oncology Unit, CHU Angers, Angers, France
| | - Anton Sendel
- Department of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Sevtap Şenoğlu
- Department of Infectious Diseases and Clinical Microbiology, Bakirkoy Dr. Sadi Konuk Training and Research Hospital, University of Health Sciences, Istanbul, Turkey
| | - Mohammad Shahrooei
- Specialized Immunology Laboratory of Dr. Shahrooei, Sina Medical Complex, Ahvaz, Iran
- Department of Microbiology and Immunology, Clinical and Diagnostic Immunology, KU Leuven, Leuven, Belgium
| | - C.I. Edvard Smith
- Department of Infectious Diseases, The Immunodeficiency Unit, Karolinska University Hospital, Stockholm, Sweden
- Department of Laboratory Medicine, Translational Research Center Karolinska, Karolinska Institutet, Stockholm, Sweden
| | - Isabelle Vandernoot
- Centre de Génétique Humaine de l’Université Libre de Bruxelles, Hôpital Erasme, Brussels, Belgium
| | - Karen Willekens
- Department of Molecular Genetics, University Hospitals Leuven, Leuven, Belgium
| | - Kadriye Kart Yaşar
- Department of Infectious Diseases and Clinical Microbiology, Bakirkoy Dr. Sadi Konuk Training and Research Hospital, University of Health Sciences, Istanbul, Turkey
| | | | - Peter Bergman
- Department of Infectious Diseases, The Immunodeficiency Unit, Karolinska University Hospital, Stockholm, Sweden
- Department of Laboratory Medicine, Division of Clinical Microbiology, Karolinska Institutet, Stockholm, Sweden
| | - Laurent Abel
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, Rockefeller University, New York, NY
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, Paris, France
- University Paris Cité, Imagine Institute, Paris, France
| | - Aurélie Cobat
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, Rockefeller University, New York, NY
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, Paris, France
- University Paris Cité, Imagine Institute, Paris, France
| | - Jean-Laurent Casanova
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, Rockefeller University, New York, NY
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163, Necker Hospital for Sick Children, Paris, France
- University Paris Cité, Imagine Institute, Paris, France
- Howard Hughes Medical Institute, New York, NY
- Department of Pediatrics, Necker Hospital for Sick Children, Paris, France
- Jean-Laurent Casanova:
| | - Isabelle Meyts
- Department of Microbiology, Immunology and Transplantation, Laboratory of Inborn Errors of Immunity, KU Leuven, Leuven, Belgium
- Department of Pediatrics, University Hospitals Leuven, Leuven, Belgium
| | - Yenan T. Bryceson
- Center for Hematology and Regenerative Medicine, Department of Medicine, Karolinska Institutet, Stockholm, Sweden
- Department of Clinical Immunology and Transfusion Medicine, Karolinska University Hospital, Stockholm, Sweden
- Broegelmann Laboratory, Department of Clinical Sciences, University of Bergen, Bergen, Norway
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10
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Yu ED, Wang E, Garrigan E, Goodwin B, Sutherland A, Tarke A, Chang J, Gálvez RI, Mateus J, Ramirez SI, Rawlings SA, Smith DM, Filaci G, Frazier A, Weiskopf D, Dan JM, Crotty S, Grifoni A, Sette A, da Silva Antunes R. Development of a T cell-based immunodiagnostic system to effectively distinguish SARS-CoV-2 infection and COVID-19 vaccination status. Cell Host Microbe 2022; 30:388-399.e3. [PMID: 35172129 PMCID: PMC8824221 DOI: 10.1016/j.chom.2022.02.003] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 01/16/2022] [Accepted: 02/02/2022] [Indexed: 11/18/2022]
Abstract
Both SARS-CoV-2 infections and COVID-19 vaccines elicit memory T cell responses. Here, we report the development of 2 pools of experimentally defined SARS-CoV-2 T cell epitopes that, in combination with spike, were used to discriminate 4 groups of subjects with different SARS-CoV-2 infection and COVID-19 vaccine status. The overall T cell-based classification accuracy was 89.2% and 88.5% in the experimental and validation cohorts. This scheme was applicable to different mRNA vaccines and different lengths of time post infection/post vaccination and yielded increased accuracy when compared to serological readouts. T cell responses from breakthrough infections were also studied and effectively segregated from vaccine responses, with a combined performance of 86.6% across all 239 subjects from the 5 groups. We anticipate that a T cell-based immunodiagnostic scheme to classify subjects based on their vaccination and natural infection history will be an important tool for longitudinal monitoring of vaccinations and for establishing SARS-CoV-2 correlates of protection.
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Affiliation(s)
- Esther Dawen Yu
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Eric Wang
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Emily Garrigan
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Benjamin Goodwin
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Aaron Sutherland
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Alison Tarke
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA; Department of Internal Medicine and Center of Excellence for Biomedical Research (CEBR), University of Genoa, Genoa 16132, Italy
| | - James Chang
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Rosa Isela Gálvez
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Jose Mateus
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Sydney I Ramirez
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA; Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California, San Diego, La Jolla, CA UC92037, USA
| | - Stephen A Rawlings
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California, San Diego, La Jolla, CA UC92037, USA
| | - Davey M Smith
- Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California, San Diego, La Jolla, CA UC92037, USA
| | - Gilberto Filaci
- Department of Internal Medicine and Center of Excellence for Biomedical Research (CEBR), University of Genoa, Genoa 16132, Italy; Bioterapy Unit, IRCCS Ospedale Policlinico San Martino, 16132 Genoa, Italy
| | - April Frazier
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Daniela Weiskopf
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Jennifer M Dan
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA; Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California, San Diego, La Jolla, CA UC92037, USA
| | - Shane Crotty
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA; Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California, San Diego, La Jolla, CA UC92037, USA
| | - Alba Grifoni
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | - Alessandro Sette
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA; Department of Medicine, Division of Infectious Diseases and Global Public Health, University of California, San Diego, La Jolla, CA UC92037, USA.
| | - Ricardo da Silva Antunes
- Center for Infectious Disease and Vaccine Research, La Jolla Institute for Immunology, La Jolla, CA 92037, USA.
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