1
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Plaça DR, Fonseca DLM, Marques AHC, Zaki Pour S, Usuda JN, Baiocchi GC, Prado CADS, Salgado RC, Filgueiras IS, Freire PP, Rocha V, Camara NOS, Catar R, Moll G, Jurisica I, Calich VLG, Giil LM, Rivino L, Ochs HD, Cabral-Miranda G, Schimke LF, Cabral-Marques O. Immunological signatures unveiled by integrative systems vaccinology characterization of dengue vaccination trials and natural infection. Front Immunol 2024; 15:1282754. [PMID: 38444851 PMCID: PMC10912564 DOI: 10.3389/fimmu.2024.1282754] [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: 08/24/2023] [Accepted: 01/31/2024] [Indexed: 03/07/2024] Open
Abstract
Introduction Dengue virus infection is a global health problem lacking specific therapy, requiring an improved understanding of DENV immunity and vaccine responses. Considering the recent emerging of new dengue vaccines, here we performed an integrative systems vaccinology characterization of molecular signatures triggered by the natural DENV infection (NDI) and attenuated dengue virus infection models (DVTs). Methods and results We analyzed 955 samples of transcriptomic datasets of patients with NDI and attenuated dengue virus infection trials (DVT1, DVT2, and DVT3) using a systems vaccinology approach. Differential expression analysis identified 237 common differentially expressed genes (DEGs) between DVTs and NDI. Among them, 28 and 60 DEGs were up or downregulated by dengue vaccination during DVT2 and DVT3, respectively, with 20 DEGs intersecting across all three DVTs. Enriched biological processes of these genes included type I/II interferon signaling, cytokine regulation, apoptosis, and T-cell differentiation. Principal component analysis based on 20 common DEGs (overlapping between DVTs and our NDI validation dataset) distinguished dengue patients by disease severity, particularly in the late acute phase. Machine learning analysis ranked the ten most critical predictors of disease severity in NDI, crucial for the anti-viral immune response. Conclusion This work provides insights into the NDI and vaccine-induced overlapping immune response and suggests molecular markers (e.g., IFIT5, ISG15, and HERC5) for anti-dengue-specific therapies and effective vaccination development.
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Affiliation(s)
- Desirée Rodrigues Plaça
- Department of Clinical and Toxicological Analyses, Faculty of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Dennyson Leandro M. Fonseca
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of Sao Paulo (USP), Sao Paulo, SP, Brazil
| | - Alexandre H. C. Marques
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Shahab Zaki Pour
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Júlia Nakanishi Usuda
- Department of Clinical and Toxicological Analyses, Faculty of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Gabriela Crispim Baiocchi
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Caroline Aliane de Souza Prado
- Department of Clinical and Toxicological Analyses, Faculty of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Ranieri Coelho Salgado
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Igor Salerno Filgueiras
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Paula Paccielli Freire
- Department of Clinical and Toxicological Analyses, Faculty of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Vanderson Rocha
- Laboratory of Medical Investigation in Pathogenesis and Directed Therapy in Onco-Immuno-Hematology (LIM-31), Department of Hematology and Cell Therapy, Hospital das Clínicas, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
- Instituto D’Or de Ensino e Pesquisa, São Paulo, Brazil
- Fundação Pró-Sangue-Hemocentro de São Paulo, São Paulo, Brazil
- Department of Hematology, Churchill Hospital, University of Oxford, Oxford, United Kingdom
| | - Niels Olsen Saraiva Camara
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Rusan Catar
- Department of Nephrology and Internal Intensive Care Medicine, Charité University Hospital, Berlin, Germany
| | - Guido Moll
- Department of Nephrology and Internal Intensive Care Medicine, Charité University Hospital, Berlin, Germany
- Berlin Institute of Health (BIH) Center for Regenerative Therapies (BCRT) and Berlin-Brandenburg School for Regenerative Therapies (BSRT), Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Igor Jurisica
- Osteoarthritis Research Program, Division of Orthopedic Surgery, Schroeder Arthritis Institute and Data Science Discovery Centre for Chronic Diseases, Krembil Research Institute, University Health Network, Toronto, ON, Canada
- Departments of Medical Biophysics and Computer Science, University of Toronto, Toronto, ON, Canada
- Institute of Neuroimmunology, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Vera Lúcia Garcia Calich
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Lasse M. Giil
- Department of Internal Medicine, Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Laura Rivino
- School of Cellular and Molecular Medicine, University of Bristol, Bristol, United Kingdom
- Emerging Infectious Diseases, Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore
| | - Hans D. Ochs
- Department of Pediatrics, University of Washington School of Medicine, and Seattle Children’s Research Institute, Seattle, WA, United States
| | - Gustavo Cabral-Miranda
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Lena F. Schimke
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
- Department of Medicine, Division of Molecular Medicine, Laboratory of Medical Investigation 29, University of São Paulo School of Medicine, Berlin, Germany
- Network of Immunity in Infection, Malignancy, Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), São Paulo, SP, Brazil
| | - Otavio Cabral-Marques
- Department of Clinical and Toxicological Analyses, Faculty of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of Sao Paulo (USP), Sao Paulo, SP, Brazil
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
- Instituto D’Or de Ensino e Pesquisa, São Paulo, Brazil
- Department of Medicine, Division of Molecular Medicine, Laboratory of Medical Investigation 29, University of São Paulo School of Medicine, Berlin, Germany
- Network of Immunity in Infection, Malignancy, Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), São Paulo, SP, Brazil
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2
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Bastos V, Pacheco V, Rodrigues ÉDL, Moraes CNS, Nóbile AL, Fonseca DLM, Souza KBS, do Vale FYN, Filgueiras IS, Schimke LF, Giil LM, Moll G, Cabral-Miranda G, Ochs HD, Vasconcelos PFDC, de Melo GD, Bourhy H, Casseb LMN, Cabral-Marques O. Neuroimmunology of rabies: New insights into an ancient disease. J Med Virol 2023; 95:e29042. [PMID: 37885152 DOI: 10.1002/jmv.29042] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 09/28/2023] [Accepted: 09/30/2023] [Indexed: 10/28/2023]
Abstract
Rabies is an ancient neuroinvasive viral (genus Lyssavirus, family Rhabdoviridae) disease affecting approximately 59,000 people worldwide. The central nervous system (CNS) is targeted, and rabies has a case fatality rate of almost 100% in humans and animals. Rabies is entirely preventable through proper vaccination, and thus, the highest incidence is typically observed in developing countries, mainly in Africa and Asia. However, there are still cases in European countries and the United States. Recently, demographic, increasing income levels, and the coronavirus disease 2019 (COVID-19) pandemic have caused a massive raising in the animal population, enhancing the need for preventive measures (e.g., vaccination, surveillance, and animal control programs), postexposure prophylaxis, and a better understanding of rabies pathophysiology to identify therapeutic targets, since there is no effective treatment after the onset of clinical manifestations. Here, we review the neuroimmune biology and mechanisms of rabies. Its pathogenesis involves a complex and poorly understood modulation of immune and brain functions associated with metabolic, synaptic, and neuronal impairments, resulting in fatal outcomes without significant histopathological lesions in the CNS. In this context, the neuroimmunological and neurochemical aspects of excitatory/inhibitory signaling (e.g., GABA/glutamate crosstalk) are likely related to the clinical manifestations of rabies infection. Uncovering new links between immunopathological mechanisms and neurochemical imbalance will be essential to identify novel potential therapeutic targets to reduce rabies morbidity and mortality.
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Affiliation(s)
- Victor Bastos
- Department of Pharmaceutical Sciences, Postgraduate Program of Physiopathology and Toxicology, University of São Paulo, São Paulo, Brazil
- Department of Arbovirology and Hemorrhagic Fevers, PAHO Collaborating Centre for Emerging and Reemerging Arboviruses and other Zoonotic Viruses, Evandro Chagas Institute, Ananindeua, Brazil
| | - Vinicius Pacheco
- Department of Arbovirology and Hemorrhagic Fevers, PAHO Collaborating Centre for Emerging and Reemerging Arboviruses and other Zoonotic Viruses, Evandro Chagas Institute, Ananindeua, Brazil
| | - Érika D L Rodrigues
- Department of Arbovirology and Hemorrhagic Fevers, PAHO Collaborating Centre for Emerging and Reemerging Arboviruses and other Zoonotic Viruses, Evandro Chagas Institute, Ananindeua, Brazil
| | - Cássia N S Moraes
- Department of Arbovirology and Hemorrhagic Fevers, PAHO Collaborating Centre for Emerging and Reemerging Arboviruses and other Zoonotic Viruses, Evandro Chagas Institute, Ananindeua, Brazil
| | - Adriel L Nóbile
- Department of Pharmaceutical Sciences, Postgraduate Program of Physiopathology and Toxicology, University of São Paulo, São Paulo, Brazil
| | - Dennyson Leandro M Fonseca
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of São Paulo, São Paulo, Brazil
| | - Kamilla B S Souza
- Department of Immunology, University of São Paulo, São Paulo, Brazil
| | - Fernando Y N do Vale
- Department of Pharmaceutical Sciences, Postgraduate Program of Physiopathology and Toxicology, University of São Paulo, São Paulo, Brazil
| | - Igor S Filgueiras
- Department of Immunology, University of São Paulo, São Paulo, Brazil
| | - Lena F Schimke
- Department of Immunology, University of São Paulo, São Paulo, Brazil
| | - Lasse M Giil
- Department of Internal Medicine, Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Guido Moll
- Department of Nephrology and Internal Intensive Care Medicine, Charité University Hospital, Berlin, Germany
| | | | - Hans D Ochs
- School of Medicine and Seattle Children's Research Institute, University of Washington, Seattle, Washington, USA
| | - Pedro F da Costa Vasconcelos
- Department of Arbovirology and Hemorrhagic Fevers, PAHO Collaborating Centre for Emerging and Reemerging Arboviruses and other Zoonotic Viruses, Evandro Chagas Institute, Ananindeua, Brazil
- Department of Pathology, University of the State of Pará, Belem, Brazil
| | - Guilherme D de Melo
- Lyssavirus Epidemiology and Neuropathology Unit, WHO Collaborating Centre for Reference and Research on Rabies, Institut Pasteur, Université Paris Cité, Paris, France
| | - Hervé Bourhy
- Lyssavirus Epidemiology and Neuropathology Unit, WHO Collaborating Centre for Reference and Research on Rabies, Institut Pasteur, Université Paris Cité, Paris, France
| | - Livia M N Casseb
- Department of Arbovirology and Hemorrhagic Fevers, PAHO Collaborating Centre for Emerging and Reemerging Arboviruses and other Zoonotic Viruses, Evandro Chagas Institute, Ananindeua, Brazil
| | - Otavio Cabral-Marques
- Department of Pharmaceutical Sciences, Postgraduate Program of Physiopathology and Toxicology, University of São Paulo, São Paulo, Brazil
- Department of Immunology, University of São Paulo, São Paulo, Brazil
- Network of Immunity in Infection, Malignancy, Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), São Paulo, Brazil
- Department of Medicine, Division of Molecular Medicine, University of São Paulo School of Medicine, São Paulo, Brazil
- Laboratory of Medical Investigation 29, School of Medicine, University of São Paulo, São Paulo, Brazil
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3
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Barreto MDS, da Silva BS, Santos RS, Silva DMRR, Silva EED, Moura PHM, de Souza JB, Santana LADM, Fonseca DLM, Filgueiras IS, Guimarães AG, Cabral-Marques O, Schimke LF, Borges LP. COVID-19 Vaccination and Serological Profile of a Brazilian University Population. Life (Basel) 2023; 13:1925. [PMID: 37763328 PMCID: PMC10532467 DOI: 10.3390/life13091925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 09/12/2023] [Accepted: 09/14/2023] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND COVID-19 led to the suspension academic activities worldwide, affecting millions of students and staff. METHODS In this study, we evaluated the presence of IgM and IgG anti-SARS-CoV-2 antibodies in an academic population during the return to classes after a one-year suspension. The study took place over five months at a Brazilian university and included 942 participants. RESULTS We found that most participants had reactive IgG and non-reactive IgM. All received at least one dose, and 940 received two or more doses, of different COVID-19 vaccines. We obtained a higher average of memory antibodies (IgG) in participants who received the CoronaVac/ChAdOx1 combination. IgG was consistently distributed for each vaccine group, but individuals who completed the vaccination schedule had higher levels. There were no differences between antibodies and gender, presence of symptoms, and previous COVID-19 infection, but older participants (>53 years) and contacts of infected individuals had higher IgM levels. CONCLUSION This study makes significant contributions to the assessment of antibodies in the academic environment, allowing us to infer that most participants had memory immunity and low indications of recent infection when returning to face-to-face classes, as well as demonstrating the need to monitor immunity and update vaccinations.
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Affiliation(s)
- Marina dos Santos Barreto
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (B.S.d.S.); (R.S.S.); (D.M.R.R.S.); (E.E.D.S.); (P.H.M.M.); (J.B.d.S.); (A.G.G.)
| | - Beatriz Soares da Silva
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (B.S.d.S.); (R.S.S.); (D.M.R.R.S.); (E.E.D.S.); (P.H.M.M.); (J.B.d.S.); (A.G.G.)
| | - Ronaldy Santana Santos
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (B.S.d.S.); (R.S.S.); (D.M.R.R.S.); (E.E.D.S.); (P.H.M.M.); (J.B.d.S.); (A.G.G.)
| | - Deise Maria Rego Rodrigues Silva
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (B.S.d.S.); (R.S.S.); (D.M.R.R.S.); (E.E.D.S.); (P.H.M.M.); (J.B.d.S.); (A.G.G.)
| | - Eloia Emanuelly Dias Silva
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (B.S.d.S.); (R.S.S.); (D.M.R.R.S.); (E.E.D.S.); (P.H.M.M.); (J.B.d.S.); (A.G.G.)
| | - Pedro Henrique Macedo Moura
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (B.S.d.S.); (R.S.S.); (D.M.R.R.S.); (E.E.D.S.); (P.H.M.M.); (J.B.d.S.); (A.G.G.)
| | - Jessiane Bispo de Souza
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (B.S.d.S.); (R.S.S.); (D.M.R.R.S.); (E.E.D.S.); (P.H.M.M.); (J.B.d.S.); (A.G.G.)
| | | | - Dennyson Leandro M. Fonseca
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of São Paulo (USP), São Paulo 05508-090, SP, Brazil;
| | - Igor Salerno Filgueiras
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, SP, Brazil;
| | - Adriana Gibara Guimarães
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (B.S.d.S.); (R.S.S.); (D.M.R.R.S.); (E.E.D.S.); (P.H.M.M.); (J.B.d.S.); (A.G.G.)
| | - Otavio Cabral-Marques
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of São Paulo (USP), São Paulo 05508-090, SP, Brazil;
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, SP, Brazil;
- Department of Medicine, Division of Molecular Medicine, School of Medicine, University of São Paulo, São Paulo 01246-903, SP, Brazil
- Department of Pharmacy and Postgraduate Program of Health and Science, Federal University of Rio Grande do Norte, Natal 59012-570, RN, Brazil
- Laboratory of Medical Investigation 29, University of São Paulo School of Medicine, São Paulo 01246-903, SP, Brazil
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo 05508-000, SP, Brazil
- Network of Immunity in Infection, Malignancy, Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), São Paulo 05508-000, SP, Brazil
| | - Lena F. Schimke
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, SP, Brazil;
- Department of Medicine, Division of Molecular Medicine, School of Medicine, University of São Paulo, São Paulo 01246-903, SP, Brazil
| | - Lysandro Pinto Borges
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão 49100-000, SE, Brazil; (M.d.S.B.); (B.S.d.S.); (R.S.S.); (D.M.R.R.S.); (E.E.D.S.); (P.H.M.M.); (J.B.d.S.); (A.G.G.)
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4
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Fonseca DLM, Filgueiras IS, Marques AHC, Vojdani E, Halpert G, Ostrinski Y, Baiocchi GC, Plaça DR, Freire PP, Pour SZ, Moll G, Catar R, Lavi YB, Silverberg JI, Zimmerman J, Cabral-Miranda G, Carvalho RF, Khan TA, Heidecke H, Dalmolin RJS, Luchessi AD, Ochs HD, Schimke LF, Amital H, Riemekasten G, Zyskind I, Rosenberg AZ, Vojdani A, Shoenfeld Y, Cabral-Marques O. Severe COVID-19 patients exhibit elevated levels of autoantibodies targeting cardiolipin and platelet glycoprotein with age: a systems biology approach. NPJ Aging 2023; 9:21. [PMID: 37620330 PMCID: PMC10449916 DOI: 10.1038/s41514-023-00118-0] [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] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Accepted: 07/12/2023] [Indexed: 08/26/2023]
Abstract
Age is a significant risk factor for the coronavirus disease 2019 (COVID-19) severity due to immunosenescence and certain age-dependent medical conditions (e.g., obesity, cardiovascular disorder, and chronic respiratory disease). However, despite the well-known influence of age on autoantibody biology in health and disease, its impact on the risk of developing severe COVID-19 remains poorly explored. Here, we performed a cross-sectional study of autoantibodies directed against 58 targets associated with autoimmune diseases in 159 individuals with different COVID-19 severity (71 mild, 61 moderate, and 27 with severe symptoms) and 73 healthy controls. We found that the natural production of autoantibodies increases with age and is exacerbated by SARS-CoV-2 infection, mostly in severe COVID-19 patients. Multiple linear regression analysis showed that severe COVID-19 patients have a significant age-associated increase of autoantibody levels against 16 targets (e.g., amyloid β peptide, β catenin, cardiolipin, claudin, enteric nerve, fibulin, insulin receptor a, and platelet glycoprotein). Principal component analysis with spectrum decomposition and hierarchical clustering analysis based on these autoantibodies indicated an age-dependent stratification of severe COVID-19 patients. Random forest analysis ranked autoantibodies targeting cardiolipin, claudin, and platelet glycoprotein as the three most crucial autoantibodies for the stratification of severe COVID-19 patients ≥50 years of age. Follow-up analysis using binomial logistic regression found that anti-cardiolipin and anti-platelet glycoprotein autoantibodies significantly increased the likelihood of developing a severe COVID-19 phenotype with aging. These findings provide key insights to explain why aging increases the chance of developing more severe COVID-19 phenotypes.
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Affiliation(s)
- Dennyson Leandro M Fonseca
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of Sao Paulo (USP), Sao Paulo, SP, Brazil.
| | - Igor Salerno Filgueiras
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Alexandre H C Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Elroy Vojdani
- Regenera Medical 11860 Wilshire Blvd., Ste. 301, Los Angeles, CA, 90025, USA
| | - Gilad Halpert
- Ariel University, Ari'el, Israel
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel
- Saint Petersburg State University Russia, Saint Petersburg, Russia
| | - Yuri Ostrinski
- Ariel University, Ari'el, Israel
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel
- Saint Petersburg State University Russia, Saint Petersburg, Russia
| | - Gabriela Crispim Baiocchi
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Desirée Rodrigues Plaça
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Paula P Freire
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Shahab Zaki Pour
- Laboratory of Molecular Evolution and Bioinformatics, Department of Microbiology, Biomedical Sciences Institute, University of São Paulo, São Paulo, 05508-000, Brazil
| | - Guido Moll
- Departament of Nephrology and Internal Intensive Care Medicine, Charité University Hospital, Berlin, Germany
| | - Rusan Catar
- Departament of Nephrology and Internal Intensive Care Medicine, Charité University Hospital, Berlin, Germany
| | - Yael Bublil Lavi
- Scakler faculty of medicine, Tel Aviv University, Tel Aviv, Israel
| | - Jonathan I Silverberg
- Department of Dermatology, George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | | | - Gustavo Cabral-Miranda
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Robson F Carvalho
- Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University (UNESP), Botucatu, São Paulo, Brazil
| | - Taj Ali Khan
- Institute of Pathology and Diagnostic Medicine, Khyber Medical University, Peshawar, Pakistan
| | - Harald Heidecke
- CellTrend Gesellschaft mit beschränkter Haftung (GmbH), Luckenwalde, Germany
| | - Rodrigo J S Dalmolin
- Bioinformatics Multidisciplinary Environment, Federal University of Rio Grande do Norte, Natal, Brazil
- Department of Biochemistry, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Andre Ducati Luchessi
- Department of Clinical and Toxicological Analyses, Federal University of Rio Grande do Norte, R.N., Natal, Brazil
| | - Hans D Ochs
- Department of Pediatrics, University of Washington School of Medicine, and Seattle Children's Research Institute, Seattle, WA, USA
| | - Lena F Schimke
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Howard Amital
- Ariel University, Ari'el, Israel
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel
- Department of Medicine B, Sheba Medical Center, Tel Hashomer, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Gabriela Riemekasten
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Israel Zyskind
- Maimonides Medical Center, Brooklyn, NY, USA
- Department of Pediatrics, NYU Langone Medical Center, New York, NY, USA
| | - Avi Z Rosenberg
- Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Aristo Vojdani
- Department of Immunology, Immunosciences Laboratory, Inc., Los Angeles, CA, USA
- Cyrex Laboratories, LLC 2602 S. 24th St., Phoenix, AZ, 85034, USA
| | - Yehuda Shoenfeld
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel
| | - Otavio Cabral-Marques
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of Sao Paulo (USP), Sao Paulo, SP, Brazil.
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil.
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil.
- Department of Pharmacy and Postgraduate Program of Health and Science, Federal University of Rio Grande do Norte, Natal, Brazil.
- Department of Medicine, Division of Molecular Medicine, University of São Paulo School of Medicine, São Paulo, Brazil.
- Laboratory of Medical Investigation 29, University of São Paulo School of Medicine, São Paulo, Brazil.
- Network of Immunity in Infection, Malignancy, Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), São Paulo, SP, Brazil.
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5
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Usuda JN, Plaça DR, Fonseca DLM, Marques AHC, Filgueiras IS, Chaves VGB, Adri AS, Torrentes-Carvalho A, Hirata MH, Freire PP, Catar R, Cabral-Miranda G, Schimke LF, Moll G, Cabral-Marques O. Interferome signature dynamics during the anti-dengue immune response: a systems biology characterization. Front Immunol 2023; 14:1243516. [PMID: 37638052 PMCID: PMC10449254 DOI: 10.3389/fimmu.2023.1243516] [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] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 07/24/2023] [Indexed: 08/29/2023] Open
Abstract
Dengue virus (DENV) infection manifests as a febrile illness with three distinct phases: early acute, late acute, and convalescent. Dengue can result in clinical manifestations with different degrees of severity, dengue fever, dengue hemorrhagic fever, and dengue shock syndrome. Interferons (IFNs) are antiviral cytokines central to the anti-DENV immune response. Notably, the distinct global signature of type I, II, and III interferon-regulated genes (the interferome) remains uncharacterized in dengue patients to date. Therefore, we performed an in-depth cross-study for the integrative analysis of transcriptome data related to DENV infection. Our systems biology analysis shows that the anti-dengue immune response is characterized by the modulation of numerous interferon-regulated genes (IRGs) enriching, for instance, cytokine-mediated signaling (e.g., type I and II IFNs) and chemotaxis, which is then followed by a transcriptional wave of genes associated with cell cycle, also regulated by the IFN cascade. The adjunct analysis of disease stratification potential, followed by a transcriptional meta-analysis of the interferome, indicated genes such as IFI27, ISG15, and CYBRD1 as potential suitable biomarkers of disease severity. Thus, this study characterizes the landscape of the interferome signature in DENV infection, indicating that interferome dynamics are a crucial and central part of the anti-dengue immune response.
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Affiliation(s)
- Júlia Nakanishi Usuda
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Desirée Rodrigues Plaça
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Dennyson Leandro M. Fonseca
- Interunit PostGraduate Program on Bioinformatics, Institute of Mathematics and Statistics, University of São Paulo, São Paulo, Brazil
| | - Alexandre H. C. Marques
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Igor Salerno Filgueiras
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Victor Gabriel Bastos Chaves
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Anny Silva Adri
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | | | - Mario Hiroyuki Hirata
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Paula Paccielli Freire
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Rusan Catar
- Departament of Nephrology and Internal Intensive Care Medicine, Charité University Hospital, Berlin, Germany
| | - Gustavo Cabral-Miranda
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Lena F. Schimke
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
- Department of Medicine, Division of Molecular Medicine, University of São Paulo School of Medicine, São Paulo, Brazil
- Laboratory of Medical Investigation 29, University of São Paulo School of Medicine, São Paulo, Brazil
| | - Guido Moll
- Departament of Nephrology and Internal Intensive Care Medicine, Charité University Hospital, Berlin, Germany
| | - Otavio Cabral-Marques
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
- Interunit PostGraduate Program on Bioinformatics, Institute of Mathematics and Statistics, University of São Paulo, São Paulo, Brazil
- Departament of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
- Department of Medicine, Division of Molecular Medicine, University of São Paulo School of Medicine, São Paulo, Brazil
- Laboratory of Medical Investigation 29, University of São Paulo School of Medicine, São Paulo, Brazil
- Network of Immunity in Infection, Malignancy, Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), São Paulo, SP, Brazil
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6
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Martins AF, de Souza DRV, de Rezende Neto JM, Santos AA, da Invenção GB, Matos ILS, dos Santos KA, de Jesus PC, da Silva FA, de Almeida FHO, do Vale FYN, Fonseca DLM, Schimke LF, Matos SS, Oliveira BM, Ferreira CS, de Paula Dias B, dos Santos SMSA, Barbosa CC, de Carvalho Barreto ID, Moreno AKM, Gonçalves RL, de Mello Silva B, Cabral-Marques O, Borges LP. A higher number of SARS-COV-2 infections in quilombola communities than in the local population in Brazil. Front Public Health 2023; 11:1095162. [PMID: 37304100 PMCID: PMC10253171 DOI: 10.3389/fpubh.2023.1095162] [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] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 05/11/2023] [Indexed: 06/13/2023] Open
Abstract
The historical and social vulnerability of quilombola communities in Brazil can make them especially fragile in the face of COVID-19, considering that several individuals have precarious health systems and inadequate access to water. This work aimed to characterize the frequency of SARS-COV-2 infections and the presence of IgM and IgG SARS-CoV-2 antibodies in quilombola populations and their relationship with the presence of risk factors or preexisting chronic diseases in the quilombola communities. We analyzed the sociodemographic and clinical characteristics, serological status, comorbidities, and symptoms of 1,994 individuals (478 males and 1,536 females) from 18 Brazilian municipalities in the State of Sergipe of quilombola communities, which were evaluated at different epidemiological weeks, starting at the 32nd (August 6th) and ending at the 40th (October 3rd) epidemiological week. More than 70% of studied families live in rural areas and they have an extreme poverty social status. Although we found a higher number of SARS-COV-2 infections in quilombola communities than in the local population, their SARS-CoV-2 reactivity and IgM and IgG positivity varied across the communities investigated. Arterial hypertension was the most risk factor, being found in 27.8% of the individuals (9.5% in stage 1, 10.8% in stage 2, and 7.5% in stage 3). The most common COVID-19 symptoms and comorbidities were headache, runny nose, flu, and dyslipidemia. However, most individuals were asymptomatic (79.9%). Our data indicate that mass testing must be incorporated into public policy to improve the health care system available to quilombola populations during a future pandemic or epidemic.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | - Fernando Yuri Nery do Vale
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences University of São Paulo, São Paulo, Brazil
| | - Dennyson Leandro M. Fonseca
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of São Paulo (USP), São Paulo, SP, Brazil
| | - Lena F. Schimke
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Saulo Santos Matos
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão, SE, Brazil
| | | | - Cyntia Silva Ferreira
- Department of Biological Sciences, Federal University of Ouro Preto, Ouro Preto, Minas Gerais, Brazil
| | - Bruna de Paula Dias
- Department of Biological Sciences, Federal University of Ouro Preto, Ouro Preto, Minas Gerais, Brazil
| | | | - Camila Cavadas Barbosa
- Department of Biological Sciences, Federal University of Ouro Preto, Ouro Preto, Minas Gerais, Brazil
| | | | - Ana Karolina Mendes Moreno
- Postgraduate Program in Animal Biodiversity, Institute of Biological Sciences, Federal University of Goiás, Goiânia, Brazil
| | - Ricardo Lemes Gonçalves
- Department of Biological Sciences, Federal University of Ouro Preto, Ouro Preto, Minas Gerais, Brazil
| | - Breno de Mello Silva
- Department of Biological Sciences, Federal University of Ouro Preto, Ouro Preto, Minas Gerais, Brazil
| | - Otavio Cabral-Marques
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences University of São Paulo, São Paulo, Brazil
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of São Paulo (USP), São Paulo, SP, Brazil
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
- Department of Pharmacy and Postgraduate Program of Health and Science, Federal University of Rio Grande do Norte, Natal, Brazil
- Department of Medicine, Division of Molecular Medicine, University of São Paulo School of Medicine, São Paulo, Brazil
- Laboratory of Medical Investigation 29, University of São Paulo School of Medicine, São Paulo, Brazil
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7
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Cabral-Marques O, Moll G, Catar R, Preuß B, Bankamp L, Pecher AC, Henes J, Klein R, Kamalanathan AS, Akbarzadeh R, van Oostveen W, Hohberger B, Endres M, Koolmoes B, Levarht N, Postma R, van Duinen V, van Zonneveld AJ, de Vries-Bouwstra J, Fehres C, Tran F, do Vale FYN, da Silva Souza KB, Filgueiras IS, Schimke LF, Baiocchi GC, de Miranda GC, da Fonseca DLM, Freire PP, Hackel AM, Grasshoff H, Stähle A, Müller A, Dechend R, Yu X, Petersen F, Sotzny F, Sakmar TP, Ochs HD, Schulze-Forster K, Heidecke H, Scheibenbogen C, Shoenfeld Y, Riemekasten G. Autoantibodies targeting G protein-coupled receptors: An evolving history in autoimmunity. Report of the 4th international symposium. Autoimmun Rev 2023; 22:103310. [PMID: 36906052 DOI: 10.1016/j.autrev.2023.103310] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 03/02/2023] [Indexed: 03/11/2023]
Abstract
G protein-coupled receptors (GPCR) are involved in various physiological and pathophysiological processes. Functional autoantibodies targeting GPCRs have been associated with multiple disease manifestations in this context. Here we summarize and discuss the relevant findings and concepts presented in the biennial International Meeting on autoantibodies targeting GPCRs (the 4th Symposium), held in Lübeck, Germany, 15-16 September 2022. The symposium focused on the current knowledge of these autoantibodies' role in various diseases, such as cardiovascular, renal, infectious (COVID-19), and autoimmune diseases (e.g., systemic sclerosis and systemic lupus erythematosus). Beyond their association with disease phenotypes, intense research related to the mechanistic action of these autoantibodies on immune regulation and pathogenesis has been developed, underscoring the role of autoantibodies targeting GPCRs on disease outcomes and etiopathogenesis. The observation repeatedly highlighted that autoantibodies targeting GPCRs could also be present in healthy individuals, suggesting that anti-GPCR autoantibodies play a physiologic role in modeling the course of diseases. Since numerous therapies targeting GPCRs have been developed, including small molecules and monoclonal antibodies designed for treating cancer, infections, metabolic disorders, or inflammatory conditions, anti-GPCR autoantibodies themselves can serve as therapeutic targets to reduce patients' morbidity and mortality, representing a new area for the development of novel therapeutic interventions.
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Affiliation(s)
- Otávio Cabral-Marques
- Department of Medicine, Division of Molecular Medicine, University of São Paulo School of Medicine, São Paulo, Brazil; Laboratory of Medical Investigation 29, University of São Paulo School of Medicine, São Paulo, Brazil; Department of Pharmacy and Postgraduate Program of Health and Science, Federal University of Rio Grande do Norte, Natal, Brazil; Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil; Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil; Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of Sao Paulo (USP), Sao Paulo, Brazil.
| | - Guido Moll
- Department of Nephrology and Internal Intensive Care Medicine, Charité University Hospital, Berlin, Germany; BIH Center for Regenerative Therapies (BCRT) and Berlin-Brandenburg School for Regenerative Therapies (BSRT), all Charité Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin Institute of Health, Berlin, Germany
| | - Rusan Catar
- Department of Nephrology and Internal Intensive Care Medicine, Charité University Hospital, Berlin, Germany
| | - Beate Preuß
- Department of Internal Medicine II, University of Tübingen, Tübingen, Germany
| | - Lukas Bankamp
- Department of Internal Medicine II, University of Tübingen, Tübingen, Germany
| | - Ann-Christin Pecher
- Department of Internal Medicine II, University of Tübingen, Tübingen, Germany
| | - Joerg Henes
- Department of Internal Medicine II, University of Tübingen, Tübingen, Germany
| | - Reinhild Klein
- Department of Internal Medicine II, University of Tübingen, Tübingen, Germany
| | - A S Kamalanathan
- Centre for BioSeparation Technology, Vellore Institute of Technology (VIT), Vellore, Tamil Nadu, India
| | - Reza Akbarzadeh
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Wieke van Oostveen
- Leiden University Medical Center (LUMC), Department of Rheumatology, Leiden, the Netherlands
| | - Bettina Hohberger
- Department of Ophthalmology, Universitätsklinikum Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Matthias Endres
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt- Universität zu Berlin, Department of Neurology with Experimental Neurology, Berlin, Germany.; Berlin Institute of Health at Charité - Universitätsmedizin Berlin, BIH Biomedical Innovation Academy, Berlin, Germany; Charité - Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Cluster of Excellence, Berlin, Germany; Charité - Universitätsmedizin Berlin, Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Center for Stroke Research Berlin, Berlin, Germany; German Center for Neurodegenerative Diseases (DZNE), Partner Site Berlin, Germany; German Centre for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
| | - Bryan Koolmoes
- Leiden University Medical Center (LUMC), Department of Rheumatology, Leiden, the Netherlands
| | - Nivine Levarht
- Leiden University Medical Center (LUMC), Department of Rheumatology, Leiden, the Netherlands
| | - Rudmer Postma
- LUMC, Department of Internal Medicine (Nephrology), Einthoven Laboratory for Vascular and Regenerative Medicine, Leiden, the Netherlands
| | - Vincent van Duinen
- LUMC, Department of Internal Medicine (Nephrology), Einthoven Laboratory for Vascular and Regenerative Medicine, Leiden, the Netherlands
| | - Anton Jan van Zonneveld
- LUMC, Department of Internal Medicine (Nephrology), Einthoven Laboratory for Vascular and Regenerative Medicine, Leiden, the Netherlands
| | - Jeska de Vries-Bouwstra
- Leiden University Medical Center (LUMC), Department of Rheumatology, Leiden, the Netherlands
| | - Cynthia Fehres
- Leiden University Medical Center (LUMC), Department of Rheumatology, Leiden, the Netherlands
| | - Florian Tran
- Institute of Clinical Molecular Biology, Kiel University, Kiel, Germany
| | - Fernando Yuri Nery do Vale
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | | | - Igor Salerno Filgueiras
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Lena F Schimke
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Gabriela Crispim Baiocchi
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Gustavo Cabral de Miranda
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Dennyson Leandro Mathias da Fonseca
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of Sao Paulo (USP), Sao Paulo, Brazil
| | - Paula Paccielli Freire
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Alexander M Hackel
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Hanna Grasshoff
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Anja Stähle
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Antje Müller
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Ralf Dechend
- Experimental and Clinical Research Center, A collaboration of Max Delbruck Center for Molecular Medicine and Charité Universitätsmedizin, and HELIOS Clinic, Department of Cardiology and Nephrology, Berlin 13125, Germany
| | - Xinhua Yu
- Priority Area Chronic Lung Diseases, Research Center Borstel (RCB), Member of the German Center for Lung Research (DZL), Borstel, Germany
| | - Frank Petersen
- Priority Area Chronic Lung Diseases, Research Center Borstel (RCB), Member of the German Center for Lung Research (DZL), Borstel, Germany
| | - Franziska Sotzny
- Institute for Medical Immunology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, Berlin, Germany
| | - Thomas P Sakmar
- Laboratory of Chemical Biology and Signal Transduction, The Rockefeller University, New York, NY, USA
| | - Hans D Ochs
- University of Washington School of Medicine and Seattle Children's Research Institute, Seattle, WA, USA
| | | | | | - Carmen Scheibenbogen
- Institute for Medical Immunology, Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt Universität Zu Berlin, Berlin, Germany
| | - Yehuda Shoenfeld
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Ramat-Gan, Israel
| | - Gabriela Riemekasten
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany.
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8
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Borges LP, Guimarães AG, Fonseca DLM, Freire PP, Barreto ÍD, Souza DR, Gurgel RQ, Lopes AS, Melquiades de Rezende Neto J, dos Santos KA, Matos IL, da Invenção GB, Oliveira BM, Santos AA, Soares DA, de Jesus PC, dos Santos CA, Goes MA, Plaça DR, Filgueiras IS, Marques AH, Baiocchi GC, CabralMiranda W, Cabral de Miranda G, Saraiva Camara NO, Garcia Calich VL, Ramos RN, Nakaya HI, Rocha V, Giil LM, Ochs HD, Schimke LF, de Souza MS, Cuevas LE, Martins AF, Cabral-Marques O. Corrigendum to “Cross-sectional analysis of students and school workers reveals a high number of asymptomatic SARS-CoV-2 infections during school reopening in Brazilian cities” [Heliyon 8 (11) (November 2022) Article e11368]. Heliyon 2023; 9:e14398. [PMID: 37016723 PMCID: PMC10014119 DOI: 10.1016/j.heliyon.2023.e14398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 03/03/2023] [Indexed: 03/15/2023] Open
Abstract
[This corrects the article DOI: 10.1016/j.heliyon.2022.e11368.].
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9
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Baiocchi GC, Vojdani A, Rosenberg AZ, Vojdani E, Halpert G, Ostrinski Y, Zyskind I, Filgueiras IS, Schimke LF, Marques AHC, Giil LM, Lavi YB, Silverberg JI, Zimmerman J, Hill DA, Thornton A, Kim M, De Vito R, Fonseca DLM, Plaça DR, Freire PP, Camara NOS, Calich VLG, Scheibenbogen C, Heidecke H, Lattin MT, Ochs HD, Riemekasten G, Amital H, Shoenfeld Y, Cabral-Marques O. Cross-sectional analysis reveals autoantibody signatures associated with COVID-19 severity. J Med Virol 2023; 95:e28538. [PMID: 36722456 DOI: 10.1002/jmv.28538] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 01/20/2023] [Accepted: 01/24/2023] [Indexed: 02/02/2023]
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection is associated with increased levels of autoantibodies targeting immunological proteins such as cytokines and chemokines. Reports further indicate that COVID-19 patients may develop a broad spectrum of autoimmune diseases due to reasons not fully understood. Even so, the landscape of autoantibodies induced by SARS-CoV-2 infection remains uncharted territory. To gain more insight, we carried out a comprehensive assessment of autoantibodies known to be linked to diverse autoimmune diseases observed in COVID-19 patients in a cohort of 231 individuals, of which 161 were COVID-19 patients (72 with mild, 61 moderate, and 28 with severe disease) and 70 were healthy controls. Dysregulated IgG and IgA autoantibody signatures, characterized mainly by elevated concentrations, occurred predominantly in patients with moderate or severe COVID-19 infection. Autoantibody levels often accompanied anti-SARS-CoV-2 antibody concentrations while stratifying COVID-19 severity as indicated by random forest and principal component analyses. Furthermore, while young versus elderly COVID-19 patients showed only slight differences in autoantibody levels, elderly patients with severe disease presented higher IgG autoantibody concentrations than young individuals with severe COVID-19. This work maps the intersection of COVID-19 and autoimmunity by demonstrating the dysregulation of multiple autoantibodies triggered during SARS-CoV-2 infection. Thus, this cross-sectional study suggests that SARS-CoV-2 infection induces autoantibody signatures associated with COVID-19 severity and several autoantibodies that can be used as biomarkers of COVID-19 severity, indicating autoantibodies as potential therapeutical targets for these patients.
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Affiliation(s)
- Gabriela C Baiocchi
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Aristo Vojdani
- Immunosciences Laboratory, Inc., Department of Immunology, Los Angeles, California, USA.,Cyrex Laboratories, Phoenix, Arizona, USA
| | - Avi Z Rosenberg
- Department of Pathology, Johns Hopkins University, Baltimore, Maryland, USA
| | | | - Gilad Halpert
- Ariel University, Ariel, Israel.,Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel.,Saint Petersburg State University Russia, St Petersburg, Russia
| | - Yuri Ostrinski
- Ariel University, Ariel, Israel.,Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel.,Saint Petersburg State University Russia, St Petersburg, Russia
| | - Israel Zyskind
- Department of Pediatrics, NYU Langone Medical Center, New York, New York, USA.,Maimonides Medical Center, Brooklyn, New York, USA
| | - Igor S Filgueiras
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Lena F Schimke
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Alexandre H C Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Lasse M Giil
- Department of Internal Medicine, Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Yael B Lavi
- Department of Chemistry Ben Gurion University Beer-Sheva, Beer-Sheva, Israel
| | - Jonathan I Silverberg
- Department of Dermatology, George Washington University School of Medicine and Health Sciences, Washington, USA
| | | | | | | | - Myungjin Kim
- Data Science Initiative at Brown University, Providence, Rhode Island, USA
| | - Roberta De Vito
- Department of Biostatistics and the Data Science Initiative at Brown University, Providence, Rhode Island, USA
| | - Dennyson L M Fonseca
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of Sao Paulo (USP), Sao Paulo, Brazil
| | - Desireé R Plaça
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, São Paulo, Brazil
| | - Paula P Freire
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Niels O S Camara
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Vera L G Calich
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Carmen Scheibenbogen
- Institute for Medical Immunology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
| | - Harald Heidecke
- CellTrend Gesellschaft mit beschränkter Haftung (GmbH), Luckenwalde, Germany
| | - Miriam T Lattin
- Department of Biology, Yeshiva University, Manhatten, New York, USA
| | - Hans D Ochs
- Department of Pediatrics, University of Washington School of Medicine, and Seattle Children's Research Institute, Seattle, Washington, USA
| | - Gabriela Riemekasten
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Howard Amital
- Ariel University, Ariel, Israel.,Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel.,Department of Medicine B, Sheba Medical Center, Tel Hashomer, Israel.,Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Yehuda Shoenfeld
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel.,Saint Petersburg State University Russia, St Petersburg, Russia
| | - Otavio Cabral-Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil.,Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of Sao Paulo (USP), Sao Paulo, Brazil.,Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, São Paulo, Brazil.,Department of Pharmacy and Postgraduate Program of Health and Science, Federal University of Rio Grande do Norte, Natal, Brazil.,Department of Medicine, Division of Molecular Medicine, University of São Paulo School of Medicine, Baltimore, USA.,Laboratory of Medical Investigation 29, University of São Paulo School of Medicine, São Paulo, Brazil
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10
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Prado CADS, Fonseca DLM, Singh Y, Filgueiras IS, Baiocchi GC, Plaça DR, Marques AHC, Dantas-Komatsu RCS, Usuda JN, Freire PP, Salgado RC, Napoleao SMDS, Ramos RN, Rocha V, Zhou G, Catar R, Moll G, Camara NOS, de Miranda GC, Calich VLG, Giil LM, Mishra N, Tran F, Luchessi AD, Nakaya HI, Ochs HD, Jurisica I, Schimke LF, Cabral-Marques O. Integrative systems immunology uncovers molecular networks of the cell cycle that stratify COVID-19 severity. J Med Virol 2023; 95:e28450. [PMID: 36597912 PMCID: PMC10107240 DOI: 10.1002/jmv.28450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 11/24/2022] [Accepted: 12/28/2022] [Indexed: 01/05/2023]
Abstract
Several perturbations in the number of peripheral blood leukocytes, such as neutrophilia and lymphopenia associated with Coronavirus disease 2019 (COVID-19) severity, point to systemic molecular cell cycle alterations during severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection. However, the landscape of cell cycle alterations in COVID-19 remains primarily unexplored. Here, we performed an integrative systems immunology analysis of publicly available proteome and transcriptome data to characterize global changes in the cell cycle signature of COVID-19 patients. We found significantly enriched cell cycle-associated gene co-expression modules and an interconnected network of cell cycle-associated differentially expressed proteins (DEPs) and genes (DEGs) by integrating the molecular data of 1469 individuals (981 SARS-CoV-2 infected patients and 488 controls [either healthy controls or individuals with other respiratory illnesses]). Among these DEPs and DEGs are several cyclins, cell division cycles, cyclin-dependent kinases, and mini-chromosome maintenance proteins. COVID-19 patients partially shared the expression pattern of some cell cycle-associated genes with other respiratory illnesses but exhibited some specific differential features. Notably, the cell cycle signature predominated in the patients' blood leukocytes (B, T, and natural killer cells) and was associated with COVID-19 severity and disease trajectories. These results provide a unique global understanding of distinct alterations in cell cycle-associated molecules in COVID-19 patients, suggesting new putative pathways for therapeutic intervention.
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Affiliation(s)
- Caroline Aliane de Souza Prado
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Dennyson Leandro M Fonseca
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of Sao Paulo (USP), Sao Paulo, Brazil
| | - Youvika Singh
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Igor Salerno Filgueiras
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Gabriela Crispim Baiocchi
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Desirée Rodrigues Plaça
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Alexandre H C Marques
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | | | - Júlia N Usuda
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Paula Paccielli Freire
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Ranieri Coelho Salgado
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | | | - Rodrigo Nalio Ramos
- Laboratory of Medical Investigation in Pathogenesis and Directed Therapy in Onco-Immuno-Hematology (LIM-31), Departament of Hematology and Cell Therapy, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil.,Instituto D'Or de Ensino e Pesquisa, Hospital São Luiz, São Paulo, Brazil
| | - Vanderson Rocha
- Laboratory of Medical Investigation in Pathogenesis and Directed Therapy in Onco-Immuno-Hematology (LIM-31), Departament of Hematology and Cell Therapy, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil.,Instituto D'Or de Ensino e Pesquisa, Hospital São Luiz, São Paulo, Brazil.,Fundação Pró-Sangue-Hemocentro de São Paulo, Hospital das Clínicas da Universidade de São Paulo, São Paulo, Brazil.,Department of Hematology, Churchill Hospital, University of Oxford, Oxford, UK
| | - Guangyan Zhou
- Institute of Parasitology, McGill University, Montreal, Quebec, Canada
| | - Rusan Catar
- Department of Nephrology and Internal Intensive Care Medicine, Charité University Hospital, Berlin, Germany
| | - Guido Moll
- Department of Nephrology and Internal Intensive Care Medicine, Charité University Hospital, Berlin, Germany.,Berlin Institute of Health (BIH) and Berlin Center for Regenerative Therapies (BCRT), Freie Universität Berlin, Humboldt-Universität zu Berlin and Berlin-Brandenburg School for Regenerative Therapies (BSRT), all Charité Universitätsmedizin Berlin, Berlin, Germany
| | | | - Gustavo Cabral de Miranda
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Vera Lúcia Garcia Calich
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Lasse M Giil
- Department of Internal Medicine, Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Neha Mishra
- Institute of Clinical Molecular Biology, Kiel University and University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Florian Tran
- Institute of Clinical Molecular Biology, Kiel University and University Medical Center Schleswig-Holstein, Kiel, Germany.,Department of Internal Medicine I, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - Andre Ducati Luchessi
- Department of Clinical and Toxicology Analysis, Federal University of Rio Grande do Norte, Natal, Brazil
| | - Helder I Nakaya
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil.,Instituto Israelita de Ensino e Pesquisa Albert Einstein, Hospital Israelita Albert Einstein, São Paulo, Brazil
| | - Hans D Ochs
- Department of Pediatrics, University of Washington School of Medicine and Seattle Children's Research Institute, Seattle, Washington, USA
| | - Igor Jurisica
- Osteoarthritis Research Program, Division of Orthopedic Surgery, Schroeder Arthritis Institute, UHN, Toronto, Ontario, Canada.,Institute of Neuroimmunology, Slovak Academy of Sciences, Bratislava, Slovakia.,Departments of Medical Biophysics and Computer Science, Faculty of Dentistry, University of Toronto, Toronto, Ontario, Canada.,Krembil Research Institute, UHN, Data Science Discovery Centre, Toronto, Ontario, Canada
| | - Lena F Schimke
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Otavio Cabral-Marques
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil.,Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of Sao Paulo (USP), Sao Paulo, Brazil.,Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil.,Department of Pharmacy and Postgraduate Program of Health and Science, Federal University of Rio Grande do Norte, Natal, Brazil.,Department of Medicine, Division of Molecular Medicine, University of São Paulo School of Medicine, São Paulo, Brazil.,Laboratory of Medical Investigation 29, University of São Paulo School of Medicine, São Paulo, Brazil
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11
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Borges LP, Guimarães AG, Fonseca DLM, Freire PP, Barreto ÍD, Souza DR, Gurgel RQ, Lopes AS, Melquiades de Rezende Neto J, dos Santos KA, Matos IL, da Invenção GB, Oliveira BM, Santos AA, Soares DA, de Jesus PC, dos Santos CA, Goes MA, Plaça DR, Filgueiras IS, Marques AH, Baiocchi GC, Cabral-Miranda W, Cabral de Miranda G, Saraiva Camara NO, Garcia Calich VL, Ramos RN, Nakaya HI, Rocha V, Giil LM, Ochs HD, Schimke LF, de Souza MS, Cuevas LE, Martins AF, Cabral-Marques O. Cross-sectional analysis of students and school workers reveals a high number of asymptomatic SARS-CoV-2 infections during school reopening in Brazilian cities. Heliyon 2022; 8:e11368. [PMID: 36349284 PMCID: PMC9633633 DOI: 10.1016/j.heliyon.2022.e11368] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Revised: 08/10/2022] [Accepted: 10/27/2022] [Indexed: 11/06/2022] Open
Abstract
Brazil experienced one of the most prolonged periods of school closures, and reopening could have exposed students to high rates of SARS-CoV-2 infection. However, the infection status of students and school workers at the time of the reopening of schools located in Brazilian cities is unknown. Here we evaluated viral carriage by RT-PCR and seroprevalence of anti-SARS-CoV-2 antibodies (IgM and IgG) by immunochromatography in 2259 individuals (1139 students and 1120 school workers) from 28 schools in 28 Brazilian cities. We collected the samples within 30 days after public schools reopened and before the start of vaccination campaigns. Most students (n = 421) and school workers (n = 446) had active (qRT-PCR + IgM- IgG- or qRT-PCR + IgM + IgG-/+) SARS-CoV-2 infection. Regression analysis indicated a strong association between the infection status of students and school workers. Furthermore, while 45% (n = 515) of the students and 37% (n = 415) of the school workers were neither antigen nor antibody positive in laboratory tests, 16% of the participants (169 students and 193 school workers) were oligosymptomatic, including those reinfected. These individuals presented mild symptoms such as headache, sore throat, and cough. Notably, most of the individuals were asymptomatic (83.9%). These results indicate that many SARS-CoV-2 infections in Brazilian cities during school reopening were asymptomatic. Thus, our study highlights the need to promote a coordinated public health effort to guarantee a safe educational environment while avoiding exacerbating pre-existent social inequalities in Brazil, reducing social, mental, and economic losses for students, school workers, and their families.
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Affiliation(s)
- Lysandro P. Borges
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão, Sergipe, Brazil
- Corresponding author.
| | - Adriana G. Guimarães
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão, Sergipe, Brazil
| | - Dennyson Leandro M. Fonseca
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of Sao Paulo (USP), Sao Paulo, SP, Brazil
| | - Paula P. Freire
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Íkaro D.C. Barreto
- Nuclear and Energy Technology Graduate Program (UFPE), Recife, Pernambuco, Brazil
| | - Daniela R.V. Souza
- Department of Education in Health, Lagarto and Post-graduate Program in Health Sciences, Federal University of Sergipe, Sergipe, Brazil
| | - Ricardo Q. Gurgel
- Department of Medicine and Post-Graduate Programs in Parasitic Biology and Health Sciences, Federal University of Sergipe, Aracaju, Sergipe, Brazil
| | - Aline S.A. Lopes
- Department of Education in Health, Lagarto and Post-graduate Program in Health Sciences, Federal University of Sergipe, Sergipe, Brazil
| | - José Melquiades de Rezende Neto
- Department of Education in Health, Lagarto and Post-graduate Program in Health Sciences, Federal University of Sergipe, Sergipe, Brazil
| | - Kezia A. dos Santos
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão, Sergipe, Brazil
| | - Igor L.S. Matos
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão, Sergipe, Brazil
| | | | - Brenda M. Oliveira
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão, Sergipe, Brazil
| | - Aryanne A. Santos
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão, Sergipe, Brazil
| | | | - Pamela C. de Jesus
- Department of Pharmacy, Federal University of Sergipe, São Cristóvão, Sergipe, Brazil
| | | | - Marco A.O. Goes
- Department of Medicine and Post-Graduate Programs in Parasitic Biology and Health Sciences, Federal University of Sergipe, Aracaju, Sergipe, Brazil
- State Health Department, Sergipe, Brazil
| | - Desirée Rodrigues Plaça
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Igor Salerno Filgueiras
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Alexandre H.C. Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Gabriela Crispim Baiocchi
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | | | - Gustavo Cabral de Miranda
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Niels Olsen Saraiva Camara
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Vera Lúcia Garcia Calich
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Rodrigo Nalio Ramos
- Laboratory of Medical Investigation in Pathogenesis and Directed Therapy in Onco-Immuno-Hematology (LIM-31), Department of Hematology and Cell Therapy, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
- Instituto D'Or de Ensino e Pesquisa, São Paulo, Brazil
| | - Helder I. Nakaya
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
- Hospital Israelita Albert Einstein, São Paulo 05652-900, Brazil
- Scientific Platform Pasteur, University of São Paulo, São Paulo 05508-020, Brazil
| | - Vanderson Rocha
- Laboratory of Medical Investigation in Pathogenesis and Directed Therapy in Onco-Immuno-Hematology (LIM-31), Department of Hematology and Cell Therapy, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, University of São Paulo, São Paulo, Brazil
- Instituto D'Or de Ensino e Pesquisa, São Paulo, Brazil
- Fundação Pró-Sangue-Hemocentro de São Paulo, São Paulo, Brazil
- Churchill Hospital, Department of Hematology, University of Oxford, Oxford, United Kingdom
| | - Lasse M. Giil
- Department of Internal Medicine, Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Hans D. Ochs
- Department of Pediatrics, University of Washington School of Medicine, Seattle Children's Research Institute, Seattle, WA, USA
| | - Lena F. Schimke
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Mércia S.F. de Souza
- Department of Medicine and Post-Graduate Programs in Parasitic Biology and Health Sciences, Federal University of Sergipe, Aracaju, Sergipe, Brazil
- State Health Department, Sergipe, Brazil
| | - Luis E. Cuevas
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Aline F. Martins
- Department of Education in Health, Lagarto and Post-graduate Program in Health Sciences, Federal University of Sergipe, Sergipe, Brazil
| | - Otavio Cabral-Marques
- Interunit Postgraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of Sao Paulo (USP), Sao Paulo, SP, Brazil
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
- Network of Immunity in Infection, Malignancy, and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), Sao Paulo, Brazil
- Department of Pharmacy and Postgraduate Program of Health and Science, Federal University of Rio Grande do Norte, Natal, Brazil
- Corresponding author.
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12
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Cabral-Marques O, Halpert G, Schimke LF, Ostrinski Y, Vojdani A, Baiocchi GC, Freire PP, Filgueiras IS, Zyskind I, Lattin MT, Tran F, Schreiber S, Marques AHC, Plaça DR, Fonseca DLM, Humrich JY, Müller A, Giil LM, Graßhoff H, Schumann A, Hackel A, Junker J, Meyer C, Ochs HD, Lavi YB, Scheibenbogen C, Dechend R, Jurisica I, Schulze-Forster K, Silverberg JI, Amital H, Zimmerman J, Heidecke H, Rosenberg AZ, Riemekasten G, Shoenfeld Y. Autoantibodies targeting GPCRs and RAS-related molecules associate with COVID-19 severity. Nat Commun 2022; 13:1220. [PMID: 35264564 PMCID: PMC8907309 DOI: 10.1038/s41467-022-28905-5] [Citation(s) in RCA: 53] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 02/16/2022] [Indexed: 12/27/2022] Open
Abstract
COVID-19 shares the feature of autoantibody production with systemic autoimmune diseases. In order to understand the role of these immune globulins in the pathogenesis of the disease, it is important to explore the autoantibody spectra. Here we show, by a cross-sectional study of 246 individuals, that autoantibodies targeting G protein-coupled receptors (GPCR) and RAS-related molecules associate with the clinical severity of COVID-19. Patients with moderate and severe disease are characterized by higher autoantibody levels than healthy controls and those with mild COVID-19 disease. Among the anti-GPCR autoantibodies, machine learning classification identifies the chemokine receptor CXCR3 and the RAS-related molecule AGTR1 as targets for antibodies with the strongest association to disease severity. Besides antibody levels, autoantibody network signatures are also changing in patients with intermediate or high disease severity. Although our current and previous studies identify anti-GPCR antibodies as natural components of human biology, their production is deregulated in COVID-19 and their level and pattern alterations might predict COVID-19 disease severity.
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Affiliation(s)
- Otavio Cabral-Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil.
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil.
- Network of Immunity in Infection, Malignancy, and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), Sao Paulo, Brazil.
| | - Gilad Halpert
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel
- Saint Petersburg State University, Saint-Petersburg, Russia
| | - Lena F Schimke
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Yuri Ostrinski
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel
- Saint Petersburg State University, Saint-Petersburg, Russia
- Ariel University, Ariel, Israel
| | - Aristo Vojdani
- Department of Immunology, Immunosciences Laboratory, Inc., Los Angeles, CA, United States
- Cyrex Laboratories, LLC 2602S. 24th St., Phoenix, AZ, 85034, USA
| | - Gabriela Crispim Baiocchi
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Paula Paccielli Freire
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Igor Salerno Filgueiras
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Israel Zyskind
- Department of Pediatrics, NYU Langone Medical Center, New York, NY, USA
- Maimonides Medical Center, Brooklyn, NY, USA
| | - Miriam T Lattin
- Department of Biology, Yeshiva University, Manhatten, NY, USA
| | - Florian Tran
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany
| | - Stefan Schreiber
- Department of Internal Medicine I, University Medical Center Schleswig-Holstein Campus Kiel, Kiel, Germany
| | - Alexandre H C Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Desirée Rodrigues Plaça
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Dennyson Leandro M Fonseca
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - Jens Y Humrich
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Antje Müller
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Lasse M Giil
- Department of Internal Medicine, Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Hanna Graßhoff
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Anja Schumann
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Alexander Hackel
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany
| | - Juliane Junker
- CellTrend Gesellschaft mit beschränkter Haftung (GmbH), Luckenwalde, Germany
| | - Carlotta Meyer
- CellTrend Gesellschaft mit beschränkter Haftung (GmbH), Luckenwalde, Germany
| | - Hans D Ochs
- Department of Pediatrics, University of Washington School of Medicine, and Seattle Children's Research Institute, Seattle, WA, USA
| | - Yael Bublil Lavi
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Carmen Scheibenbogen
- Institute of Medical Immunology, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Ralf Dechend
- Experimental and Clinical Research Center, a collaboration of Max Delbruck Center for Molecular Medicine and Charité Universitätsmedizin, and HELIOS Clinic, Department of Cardiology and Nephrology, Berlin, 13125, Germany
| | - Igor Jurisica
- Osteoarthritis Research Program, Division of Orthopedic Surgery, Schroeder Arthritis Institute, UHN; Data Science Discovery Centre, Krembil Research Institute, UHN, Departments of Medical Biophysics and Computer Science, University of Toronto, Toronto, Canada
- Institute of Neuroimmunology, Slovak Academy of Sciences, Bratislava, Slovakia
| | - Kai Schulze-Forster
- CellTrend Gesellschaft mit beschränkter Haftung (GmbH), Luckenwalde, Germany
| | - Jonathan I Silverberg
- School of Medicine and Health Sciences, George Washington University, Washington, DC, USA
| | - Howard Amital
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
- Department of Medicine B, Sheba Medical Center, Tel Hashomer, Israel
| | | | - Harry Heidecke
- CellTrend Gesellschaft mit beschränkter Haftung (GmbH), Luckenwalde, Germany
| | - Avi Z Rosenberg
- Department of Pathology, Johns Hopkins University, Baltimore, MD, USA
| | - Gabriela Riemekasten
- Department of Rheumatology, University Medical Center Schleswig-Holstein Campus Lübeck, Lübeck, Germany.
| | - Yehuda Shoenfeld
- Zabludowicz Center for Autoimmune Diseases, Sheba Medical Center, Tel-Hashomer, Israel.
- Saint Petersburg State University, Saint-Petersburg, Russia.
- Ariel University, Ariel, Israel.
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13
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Schimke LF, Marques AHC, Baiocchi GC, de Souza Prado CA, Fonseca DLM, Freire PP, Rodrigues Plaça D, Salerno Filgueiras I, Coelho Salgado R, Jansen-Marques G, Rocha Oliveira AE, Peron JPS, Cabral-Miranda G, Barbuto JAM, Camara NOS, Calich VLG, Ochs HD, Condino-Neto A, Overmyer KA, Coon JJ, Balnis J, Jaitovich A, Schulte-Schrepping J, Ulas T, Schultze JL, Nakaya HI, Jurisica I, Cabral-Marques O. Severe COVID-19 Shares a Common Neutrophil Activation Signature with Other Acute Inflammatory States. Cells 2022; 11:cells11050847. [PMID: 35269470 PMCID: PMC8909161 DOI: 10.3390/cells11050847] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 02/24/2022] [Accepted: 02/25/2022] [Indexed: 02/06/2023] Open
Abstract
Severe COVID-19 patients present a clinical and laboratory overlap with other hyperinflammatory conditions such as hemophagocytic lymphohistiocytosis (HLH). However, the underlying mechanisms of these conditions remain to be explored. Here, we investigated the transcriptome of 1596 individuals, including patients with COVID-19 in comparison to healthy controls, other acute inflammatory states (HLH, multisystem inflammatory syndrome in children [MIS-C], Kawasaki disease [KD]), and different respiratory infections (seasonal coronavirus, influenza, bacterial pneumonia). We observed that COVID-19 and HLH share immunological pathways (cytokine/chemokine signaling and neutrophil-mediated immune responses), including gene signatures that stratify COVID-19 patients admitted to the intensive care unit (ICU) and COVID-19_nonICU patients. Of note, among the common differentially expressed genes (DEG), there is a cluster of neutrophil-associated genes that reflects a generalized hyperinflammatory state since it is also dysregulated in patients with KD and bacterial pneumonia. These genes are dysregulated at the protein level across several COVID-19 studies and form an interconnected network with differentially expressed plasma proteins that point to neutrophil hyperactivation in COVID-19 patients admitted to the intensive care unit. scRNAseq analysis indicated that these genes are specifically upregulated across different leukocyte populations, including lymphocyte subsets and immature neutrophils. Artificial intelligence modeling confirmed the strong association of these genes with COVID-19 severity. Thus, our work indicates putative therapeutic pathways for intervention.
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Affiliation(s)
- Lena F. Schimke
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
- Correspondence: (L.F.S.); (O.C.-M.); Tel.: +55-11-943661555 (L.F.S.); +55-11-974642022 (O.C.-M.)
| | - Alexandre H. C. Marques
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
| | - Gabriela Crispim Baiocchi
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
| | - Caroline Aliane de Souza Prado
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (C.A.d.S.P.); (D.L.M.F.); (D.R.P.); (A.E.R.O.); (H.I.N.)
| | - Dennyson Leandro M. Fonseca
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (C.A.d.S.P.); (D.L.M.F.); (D.R.P.); (A.E.R.O.); (H.I.N.)
| | - Paula Paccielli Freire
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
| | - Desirée Rodrigues Plaça
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (C.A.d.S.P.); (D.L.M.F.); (D.R.P.); (A.E.R.O.); (H.I.N.)
| | - Igor Salerno Filgueiras
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
| | - Ranieri Coelho Salgado
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
| | - Gabriel Jansen-Marques
- Information Systems, School of Arts, Sciences and Humanities, University of Sao Paulo, São Paulo 03828-000, Brazil;
| | - Antonio Edson Rocha Oliveira
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (C.A.d.S.P.); (D.L.M.F.); (D.R.P.); (A.E.R.O.); (H.I.N.)
| | - Jean Pierre Schatzmann Peron
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
| | - Gustavo Cabral-Miranda
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
| | - José Alexandre Marzagão Barbuto
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
- Laboratory of Medical Investigation in Pathogenesis, Targeted Therapy in Onco-Immuno-Hematology (LIM-31), Department of Hematology, Hospital das Clínicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo 05403-000, Brazil
| | - Niels Olsen Saraiva Camara
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
| | - Vera Lúcia Garcia Calich
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
| | - Hans D. Ochs
- Department of Pediatrics, Seattle Children’s Research Institute, University of Washington School of Medicine, Seattle, WA 98101, USA;
| | - Antonio Condino-Neto
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
| | - Katherine A. Overmyer
- National Center for Quantitative Biology of Complex Systems, Madison, WI 53562, USA; (K.A.O.); (J.J.C.)
- Morgridge Institute for Research, Madison, WI 53562, USA
| | - Joshua J. Coon
- National Center for Quantitative Biology of Complex Systems, Madison, WI 53562, USA; (K.A.O.); (J.J.C.)
- Morgridge Institute for Research, Madison, WI 53562, USA
- Department of Biomolecular Chemistry, University of Wisconsin, Madison, WI 53506, USA
- Department of Chemistry, University of Wisconsin, Madison, WI 53506, USA
| | - Joseph Balnis
- Division of Pulmonary and Critical Care Medicine, Albany Medical Center, Albany, NY 12208, USA; (J.B.); (A.J.)
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY 12208, USA
| | - Ariel Jaitovich
- Division of Pulmonary and Critical Care Medicine, Albany Medical Center, Albany, NY 12208, USA; (J.B.); (A.J.)
- Department of Molecular and Cellular Physiology, Albany Medical College, Albany, NY 12208, USA
| | - Jonas Schulte-Schrepping
- Life and Medical Sciences (LIMES) Institute, University of Bonn, 53115 Bonn, Germany; (J.S.-S.); (J.L.S.)
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), University of Bonn, 53127 Bonn, Germany;
| | - Thomas Ulas
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), University of Bonn, 53127 Bonn, Germany;
- German Center for Neurodegenerative Diseases (DZNE), PRECISE Platform for Genomics and Epigenomics at DZNE, University of Bonn, 53127 Bonn, Germany
| | - Joachim L. Schultze
- Life and Medical Sciences (LIMES) Institute, University of Bonn, 53115 Bonn, Germany; (J.S.-S.); (J.L.S.)
- Systems Medicine, Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE), University of Bonn, 53127 Bonn, Germany;
- German Center for Neurodegenerative Diseases (DZNE), PRECISE Platform for Genomics and Epigenomics at DZNE, University of Bonn, 53127 Bonn, Germany
| | - Helder I. Nakaya
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (C.A.d.S.P.); (D.L.M.F.); (D.R.P.); (A.E.R.O.); (H.I.N.)
- Hospital Israelita Albert Einstein, São Paulo 05652-900, Brazil
- Scientific Platform Pasteur, University of São Paulo, São Paulo 05508-020, Brazil
| | - Igor Jurisica
- Osteoarthritis Research Program, Division of Orthopedic Surgery, Schroeder Arthritis Institute and Data Science Discovery Centre for Chronic Diseases, Krembil Research Institute, University Health Network, Toronto, ON M5T 0S8, Canada;
- Departments of Medical Biophysics and Computer Science, Faculty of Dentistry, University of Toronto, Toronto, ON M5G 1L7, Canada
- Institute of Neuroimmunology, Slovak Academy of Sciences, 845 10 Bratislava, Slovakia
| | - Otávio Cabral-Marques
- Department of Imunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (A.H.C.M.); (G.C.B.); (P.P.F.); (I.S.F.); (R.C.S.); (J.P.S.P.); (G.C.-M.); (J.A.M.B.); (N.O.S.C.); (V.L.G.C.); (A.C.-N.)
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo 05508-000, Brazil; (C.A.d.S.P.); (D.L.M.F.); (D.R.P.); (A.E.R.O.); (H.I.N.)
- Network of Immunity in Infection, Malignancy, Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), São Paulo 05508-000, Brazil
- Correspondence: (L.F.S.); (O.C.-M.); Tel.: +55-11-943661555 (L.F.S.); +55-11-974642022 (O.C.-M.)
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14
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Filgueiras IS, Torrentes de Carvalho A, Cunha DP, Mathias da Fonseca DL, El Khawanky N, Freire PP, Cabral-Miranda G, Schimke LF, Camara NOS, Ochs HD, Peron JPS, Cabral-Marques O, de Vasconcelos ZFM. The clinical spectrum and immunopathological mechanisms underlying ZIKV-induced neurological manifestations. PLoS Negl Trop Dis 2021; 15:e0009575. [PMID: 34351896 PMCID: PMC8341629 DOI: 10.1371/journal.pntd.0009575] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Since the 2015 to 2016 outbreak in America, Zika virus (ZIKV) infected almost 900,000 patients. This international public health emergency was mainly associated with a significant increase in the number of newborns with congenital microcephaly and abnormal neurologic development, known as congenital Zika syndrome (CZS). Furthermore, Guillain-Barré syndrome (GBS), a neuroimmune disorder of adults, has also been associated with ZIKV infection. Currently, the number of ZIKV-infected patients has decreased, and most of the cases recently reported present as a mild and self-limiting febrile illness. However, based on its natural history of a typical example of reemerging pathogen and the lack of specific therapeutic options against ZIKV infection, new outbreaks can occur worldwide, demanding the attention of researchers and government authorities. Here, we discuss the clinical spectrum and immunopathological mechanisms underlying ZIKV-induced neurological manifestations. Several studies have confirmed the tropism of ZIKV for neural progenitor stem cells by demonstrating the presence of ZIKV in the central nervous system (CNS) during fetal development, eliciting a deleterious inflammatory response that compromises neurogenesis and brain formation. Of note, while the neuropathology of CZS can be due to a direct viral neuropathic effect, adults may develop neuroimmune manifestations such as GBS due to poorly understood mechanisms. Antiganglioside autoantibodies have been detected in multiple patients with ZIKV infection-associated GBS, suggesting a molecular mimicry. However, further additional immunopathological mechanisms remain to be uncovered, paving the way for new therapeutic strategies.
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Affiliation(s)
- Igor Salerno Filgueiras
- Department of Immunology, Institute of Biomedical Sciences of University of São Paulo, São Paulo, Brazil
| | - Amanda Torrentes de Carvalho
- Department of Immunobiology, Institute of Biology of Federal University of Fluminense, Niterói, Rio de Janeiro, Brazil
| | - Daniela Prado Cunha
- Department of Clinical Research, Instituto Fernandes Figueira, Fiocruz, Rio de Janeiro, Brazil
| | | | - Nadia El Khawanky
- Department of Hematology and Oncology, Faculty of Medicine, the University of Freiburg, Freiburg, Germany
| | - Paula Paccielli Freire
- Department of Immunology, Institute of Biomedical Sciences of University of São Paulo, São Paulo, Brazil
| | - Gustavo Cabral-Miranda
- Department of Immunology, Institute of Biomedical Sciences of University of São Paulo, São Paulo, Brazil
| | - Lena F. Schimke
- Department of Immunology, Institute of Biomedical Sciences of University of São Paulo, São Paulo, Brazil
| | - Niels Olsen Saraiva Camara
- Department of Immunology, Institute of Biomedical Sciences of University of São Paulo, São Paulo, Brazil
| | - Hans D. Ochs
- Department of Pediatrics, University of Washington School of Medicine and Seattle Children’s Research Institute, Seattle, Washington, United States of America
| | | | - Otávio Cabral-Marques
- Department of Immunology, Institute of Biomedical Sciences of University of São Paulo, São Paulo, Brazil
- Department of Clinical Analyses and Toxicology, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
- Network of Immunity in Infection, Malignancy, and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), São Paulo, Brazil
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15
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Freire PP, Marques AH, Baiocchi GC, Schimke LF, Fonseca DL, Salgado RC, Filgueiras IS, Napoleao SM, Plaça DR, Akashi KT, Hirata TDC, El Khawanky N, Giil LM, Cabral-Miranda G, Carvalho RF, Ferreira LCS, Condino-Neto A, Nakaya HI, Jurisica I, Ochs HD, Camara NOS, Calich VLG, Cabral-Marques O. The relationship between cytokine and neutrophil gene network distinguishes SARS-CoV-2-infected patients by sex and age. JCI Insight 2021; 6:147535. [PMID: 34027897 PMCID: PMC8262322 DOI: 10.1172/jci.insight.147535] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 04/07/2021] [Indexed: 01/11/2023] Open
Abstract
The fact that the COVID-19 fatality rate varies by sex and age is poorly understood. Notably, the outcome of SARS-CoV-2 infections mostly depends on the control of cytokine storm and the increasingly recognized pathological role of uncontrolled neutrophil activation. Here, we used an integrative approach with publicly available RNA-Seq data sets of nasopharyngeal swabs and peripheral blood leukocytes from patients with SARS-CoV-2, according to sex and age. Female and young patients infected by SARS-CoV-2 exhibited a larger number of differentially expressed genes (DEGs) compared with male and elderly patients, indicating a stronger immune modulation. Among them, we found an association between upregulated cytokine/chemokine- and downregulated neutrophil-related DEGs. This was correlated with a closer relationship between female and young subjects, while the relationship between male and elderly patients was closer still. The association between these cytokine/chemokines and neutrophil DEGs is marked by a strongly correlated interferome network. Here, female patients exhibited reduced transcriptional levels of key proinflammatory/neutrophil-related genes, such as CXCL8 receptors (CXCR1 and CXCR2), IL-1β, S100A9, ITGAM, and DBNL, compared with male patients. These genes are well known to be protective against inflammatory damage. Therefore, our work suggests specific immune-regulatory pathways associated with sex and age of patients infected with SARS-CoV-2 and provides a possible association between inverse modulation of cytokine/chemokine and neutrophil transcriptional signatures.
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Affiliation(s)
- Paula P Freire
- Department of Immunology, Institute of Biomedical Sciences, and
| | | | | | - Lena F Schimke
- Department of Immunology, Institute of Biomedical Sciences, and
| | | | | | | | | | - Desirée R Plaça
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Karen T Akashi
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Thiago Dominguez Crespo Hirata
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Nadia El Khawanky
- Department of Hematology and Oncology, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Lasse M Giil
- Department of Internal Medicine, Haraldsplass Deaconess Hospital, Bergen, Norway
| | | | - Robson F Carvalho
- Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University, Botucatu, São Paulo
| | - Luis Carlos S Ferreira
- Vaccine Development Laboratory, Institute of Biomedical Sciences, Department of Microbiology, University of São Paulo, São Paulo, Brazil
| | | | - Helder I Nakaya
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil
| | - Igor Jurisica
- Krembil Research Institute, University Health Network, and Departments of Medical Biophysics and Computer Science, University of Toronto, Toronto, Canada
| | - Hans D Ochs
- Department of Pediatrics, University of Washington School of Medicine, and Seattle Children's Research Institute, Seattle, Washington
| | | | | | - Otavio Cabral-Marques
- Department of Immunology, Institute of Biomedical Sciences, and.,Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil.,Network of Immunity in Infection, Malignancy, and Autoimmunity, Universal Scientific Education and Research Network, São Paulo, Brazil
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16
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Kappes L, Amer RL, Sommerlatte S, Bashir G, Plattfaut C, Gieseler F, Gemoll T, Busch H, Altahrawi A, Al-Sbiei A, Haneefa SM, Arafat K, Schimke LF, Khawanky NE, Schulze-Forster K, Heidecke H, Kerstein-Staehle A, Marschner G, Pitann S, Ochs HD, Mueller A, Attoub S, Fernandez-Cabezudo MJ, Riemekasten G, Al-Ramadi BK, Cabral-Marques O. Ambrisentan, an endothelin receptor type A-selective antagonist, inhibits cancer cell migration, invasion, and metastasis. Sci Rep 2020; 10:15931. [PMID: 32985601 PMCID: PMC7522204 DOI: 10.1038/s41598-020-72960-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Accepted: 09/07/2020] [Indexed: 12/17/2022] Open
Abstract
Several studies reported a central role of the endothelin type A receptor (ETAR) in tumor progression leading to the formation of metastasis. Here, we investigated the in vitro and in vivo anti-tumor effects of the FDA-approved ETAR antagonist, Ambrisentan, which is currently used to treat patients with pulmonary arterial hypertension. In vitro, Ambrisentan inhibited both spontaneous and induced migration/invasion capacity of different tumor cells (COLO-357 metastatic pancreatic adenocarcinoma, OvCar3 ovarian carcinoma, MDA-MB-231 breast adenocarcinoma, and HL-60 promyelocytic leukemia). Whole transcriptome analysis using RNAseq indicated Ambrisentan's inhibitory effects on the whole transcriptome of resting and PAR2-activated COLO-357 cells, which tended to normalize to an unstimulated profile. Finally, in a pre-clinical murine model of metastatic breast cancer, treatment with Ambrisentan was effective in decreasing metastasis into the lungs and liver. Importantly, this was associated with a significant enhancement in animal survival. Taken together, our work suggests a new therapeutic application for Ambrisentan in the treatment of cancer metastasis.
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Affiliation(s)
- Lucy Kappes
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Ruba L Amer
- Department of Medical Microbiology and Immunology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Sabine Sommerlatte
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Ghada Bashir
- Department of Medical Microbiology and Immunology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Corinna Plattfaut
- Section Experimental Oncology, University Hospital and Medical School (UKSH), University of Lübeck, Lübeck, Germany
| | - Frank Gieseler
- Section Experimental Oncology, University Hospital and Medical School (UKSH), University of Lübeck, Lübeck, Germany
| | - Timo Gemoll
- Section for Translational Surgical Oncology and Biobanking, Department of Surgery, University of Lübeck and University Medical Center Schleswig-Holstein, Lübeck, Germany
| | - Hauke Busch
- Lübeck Institute for Experimental Dermatology (LIED) and Institute of Cardiogenetics, University of Lübeck, Lübeck, Germany
| | - Abeer Altahrawi
- Department of Pathology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Ashraf Al-Sbiei
- Department of Medical Microbiology and Immunology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Shoja M Haneefa
- Department of Medical Microbiology and Immunology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Kholoud Arafat
- Department of Pharmacology and Therapeutics, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Lena F Schimke
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Nadia El Khawanky
- Department of Hematology and Oncology, Faculty of Medicine, The University of Freiburg, Freiburg, Germany
| | - Kai Schulze-Forster
- CellTrend GmbH, Luckenwalde, Brandenburg, Germany
- Department of Urology, Charité University Hospital, Berlin, Germany
| | | | - Anja Kerstein-Staehle
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Gabriele Marschner
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Silke Pitann
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Hans D Ochs
- Department of Pediatrics, University of Washington School of Medicine, and Seattle Children's Research Institute, Seattle, WA, USA
| | - Antje Mueller
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Samir Attoub
- Department of Pharmacology and Therapeutics, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Maria J Fernandez-Cabezudo
- Department of Biochemistry, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Gabriela Riemekasten
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, Germany
| | - Basel K Al-Ramadi
- Department of Medical Microbiology and Immunology, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.
| | - Otavio Cabral-Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, Lineu Prestes Avenue, 1730, São Paulo, SP, Brazil.
- Department of Clinical and Toxicological Analyses, School of Pharmaceutical Sciences, University of São Paulo, São Paulo, Brazil.
- Network of Immunity in Infection, Malignancy, and Autoimmunity (NIIMA), Universal Scientific Education and Research Network (USERN), São Paulo, Brazil.
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17
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Cabral-Marques O, Schimke LF, de Oliveira EB, El Khawanky N, Ramos RN, Al-Ramadi BK, Segundo GRS, Ochs HD, Condino-Neto A. Flow Cytometry Contributions for the Diagnosis and Immunopathological Characterization of Primary Immunodeficiency Diseases With Immune Dysregulation. Front Immunol 2019; 10:2742. [PMID: 31849949 PMCID: PMC6889851 DOI: 10.3389/fimmu.2019.02742] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Accepted: 11/08/2019] [Indexed: 12/24/2022] Open
Abstract
Almost 70 years after establishing the concept of primary immunodeficiency disorders (PIDs), more than 320 monogenic inborn errors of immunity have been identified thanks to the remarkable contribution of high-throughput genetic screening in the last decade. Approximately 40 of these PIDs present with autoimmune or auto-inflammatory symptoms as the primary clinical manifestation instead of infections. These PIDs are now recognized as diseases of immune dysregulation. Loss-of function mutations in genes such as FOXP3, CD25, LRBA, IL-10, IL10RA, and IL10RB, as well as heterozygous gain-of-function mutations in JAK1 and STAT3 have been reported as causative of these disorders. Identifying these syndromes has considerably contributed to expanding our knowledge on the mechanisms of immune regulation and tolerance. Although whole exome and whole genome sequencing have been extremely useful in identifying novel causative genes underlying new phenotypes, these approaches are time-consuming and expensive. Patients with monogenic syndromes associated with autoimmunity require faster diagnostic tools to delineate therapeutic strategies and avoid organ damage. Since these PIDs present with severe life-threatening phenotypes, the need for a precise diagnosis in order to initiate appropriate patient management is necessary. More traditional approaches such as flow cytometry are therefore a valid option. Here, we review the application of flow cytometry and discuss the relevance of this powerful technique in diagnosing patients with PIDs presenting with immune dysregulation. In addition, flow cytometry represents a fast, robust, and sensitive approach that efficiently uncovers new immunopathological mechanisms underlying monogenic PIDs.
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Affiliation(s)
- Otavio Cabral-Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
| | - Lena F Schimke
- Department of Rheumatology and Clinical Immunology, Faculty of Medicine, Center for Chronic Immunodeficiency (CCI), Medical Center-University of Freiburg, University of Freiburg, Freiburg im Breisgau, Germany
| | | | - Nadia El Khawanky
- Department of Hematology, Oncology and Stem Cell Transplantation, Freiburg University Medical Center, Freiburg im Breisgau, Germany.,Precision Medicine Theme, The South Australian Health and Medical Research Institute (SAHMRI), Adelaide, SA, Australia
| | - Rodrigo Nalio Ramos
- INSERM U932, SiRIC Translational Immunotherapy Team, Institut Curie, Paris Sciences et Lettres Research University, Paris, France
| | - Basel K Al-Ramadi
- Department of Medical Microbiology and Immunology, College of Medicine and Health Sciences, UAE University, Al Ain, United Arab Emirates
| | | | - Hans D Ochs
- Department of Pediatrics, University of Washington School of Medicine, and Seattle Children's Research Institute, Seattle, WA, United States
| | - Antonio Condino-Neto
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, Brazil
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18
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ul Akbar N, Khan SN, Amin MU, Ishfaq M, Cabral-Marques O, Schimke LF, Iqbal A, Ullah I, Hussain M, Ali I, Khan N, El Khawanky N, Rahman H, Khan TA. Novel nonsense IL-12Rβ1 mutation associated with recurrent tuberculosis. Immunol Res 2019; 67:408-415. [DOI: 10.1007/s12026-019-09094-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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19
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Schimke LF, Hibbard J, Martinez-Barricarte R, Khan TA, de Souza Cavalcante R, Borges de Oliveira Junior E, Takahashi França T, Iqbal A, Yamamoto G, Arslanian C, Feriotti C, Costa TA, Bustamante J, Boisson-Dupuis S, Casanova JL, Marzagao Barbuto JA, Zatz M, Poncio Mendes R, Garcia Calich VL, Ochs HD, Torgerson TR, Cabral-Marques O, Condino-Neto A. Paracoccidioidomycosis Associated With a Heterozygous STAT4 Mutation and Impaired IFN-γ Immunity. J Infect Dis 2019; 216:1623-1634. [PMID: 29029192 DOI: 10.1093/infdis/jix522] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2017] [Accepted: 09/24/2017] [Indexed: 01/01/2023] Open
Abstract
Background Mutations in genes affecting interferon-γ (IFN-γ) immunity have contributed to understand the role of IFN-γ in protection against intracellular pathogens. However, inborn errors in STAT4, which controls interleukin-12 (IL-12) responses, have not yet been reported. Our objective was to determine the genetic defect in a family with a history of paracoccidioidomycosis. Methods Genetic analysis was performed by whole-exome sequencing and Sanger sequencing. STAT4 phosphorylation (pSTAT4) and translocation to the nucleus, IFN-γ release by patient lymphocytes, and microbicidal activity of patient monocytes/macrophages were assessed. The effect on STAT4 function was evaluated by site-directed mutagenesis using a lymphoblastoid B cell line (B-LCL) and U3A cells. Results A heterozygous missense mutation, c.1952 A>T (p.E651V) in STAT4 was identified in the index patient and her father. Patient's and father's lymphocytes showed reduced pSTAT4, nuclear translocation, and impaired IFN-γ production. Mutant B-LCL and U3A cells also displayed reduced pSTAT4. Patient's and father's peripheral blood mononuclear cells and macrophages demonstrated impaired fungicidal activity compared with those from healthy controls that improved in the presence of recombinant human IFN-γ, but not rhIL-12. Conclusion Our data suggest autosomal dominant STAT4 deficiency as a novel inborn error of IL-12-dependent IFN-γ immunity associated with susceptibility to paracoccidioidomycosis.
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Affiliation(s)
- Lena F Schimke
- Department of Immunology, University of Sao Paulo, Brazil.,Department of Rheumatology and Clinical Immunology, University of Lübeck, Germany
| | - James Hibbard
- Department of Pediatrics, University of Washington School of Medicine and Seattle Children's Research Institute, New York
| | | | - Taj Ali Khan
- Department of Immunology, University of Sao Paulo, Brazil
| | | | | | | | - Asif Iqbal
- Laboratory of Biochemistry and Biophysics, Butantan Institute, Sao Paulo, Brazil
| | - Guilherme Yamamoto
- Human Genome and Stem Cell Research Center, University of Sao Paulo, Brazil
| | | | | | | | - Jacinta Bustamante
- St Giles Laboratory of Human Genetics of Infectious Diseases, the Rockefeller University, New York.,Imagine Institute, Paris Descartes University, Paris, France.,Laboratory of Human Genetics of Infectious Diseases, Paris, France.,Center for the Study of Primary Immunodeficiencies, Paris, France
| | - Stéphanie Boisson-Dupuis
- St Giles Laboratory of Human Genetics of Infectious Diseases, the Rockefeller University, New York.,Imagine Institute, Paris Descartes University, Paris, France.,Laboratory of Human Genetics of Infectious Diseases, Paris, France
| | - Jean-Laurent Casanova
- St Giles Laboratory of Human Genetics of Infectious Diseases, the Rockefeller University, New York.,Imagine Institute, Paris Descartes University, Paris, France.,Laboratory of Human Genetics of Infectious Diseases, Paris, France.,Pediatric Hematology-Immunology Unit, Necker Hospital for Sick Children, Paris, France.,Howard Hughes Medical Institute, the Rockefeller University, New York
| | | | - Mayana Zatz
- Human Genome and Stem Cell Research Center, University of Sao Paulo, Brazil
| | | | | | - Hans D Ochs
- Department of Pediatrics, University of Washington School of Medicine and Seattle Children's Research Institute, New York
| | - Troy R Torgerson
- Department of Pediatrics, University of Washington School of Medicine and Seattle Children's Research Institute, New York
| | - Otávio Cabral-Marques
- Department of Immunology, University of Sao Paulo, Brazil.,Department of Rheumatology and Clinical Immunology, University of Lübeck, Germany
| | - Antonio Condino-Neto
- Department of Immunology, University of Sao Paulo, Brazil.,Institute of Tropical Medicine, University of Sao Paulo, Brazil
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20
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Cabral-Marques O, Carvalho-Marques AH, Schimke LF, Heidecke H, Riemekasten G. Loss of balance in normal GPCR-mediated cell trafficking. Front Biosci (Landmark Ed) 2019; 24:18-34. [PMID: 30468645 DOI: 10.2741/4707] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
G protein-coupled receptors (GPCRs) form a most diverse family of integral membrane proteins that mediate homeostatic and pathological processes, most notably by orchestrating cell distribution throughout the body, their infiltration, and time of presence in inflamed tissues. Here we discuss loss-of-orientation-effects in GPCR-mediated cell trafficking and migration and their impact on the phenotype of autoimmune diseases. In this context, we provide a systemic and integrative view of the contribution of abnormal GPCR expression as well as the levels of natural ligands and functional autoantibodies to the phenotype of autoimmune diseases. Currently, several studies propose that functional autoantibodies (including those targeting GPCRs) constitute an exclusively pathogenic or pathognomonic phenomenon. Here we reinforce the need of revising this point of view, and suggest that functional autoantibodies primary play a role in normal human physiology, while dysregulation of their functions causes autoimmune disease. Because patients with autoimmune diseases still suffer from severe morbidity and mortality rates, we consider expanding our knowledge on (patho)physiological roles of GPCR as a prerequisite for the development of novel specific therapeutic modalities.
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Affiliation(s)
- Otavio Cabral-Marques
- Department of Rheumatology and Clinical Immunnology, University of Lübeck, Lubeck, Germany
| | | | - Lena F Schimke
- Department of Rheumatology and Clinical Immunnology, University of Lübeck, Lubeck, Germany
| | - Harald Heidecke
- CellTrend GmbH, Im Biotechnologiepark TGZ II, 14943 Luckenwalde, Brandenburg,Germany
| | - Gabriela Riemekasten
- Department of Rheumatology and Clinical Immunnology, University of Lübeck, Lubeck, Germany,
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Cabral-Marques O, Marques A, Giil LM, De Vito R, Rademacher J, Günther J, Lange T, Humrich JY, Klapa S, Schinke S, Schimke LF, Marschner G, Pitann S, Adler S, Dechend R, Müller DN, Braicu I, Sehouli J, Schulze-Forster K, Trippel T, Scheibenbogen C, Staff A, Mertens PR, Löbel M, Mastroianni J, Plattfaut C, Gieseler F, Dragun D, Engelhardt BE, Fernandez-Cabezudo MJ, Ochs HD, Al-Ramadi BK, Lamprecht P, Mueller A, Heidecke H, Riemekasten G. GPCR-specific autoantibody signatures are associated with physiological and pathological immune homeostasis. Nat Commun 2018; 9:5224. [PMID: 30523250 PMCID: PMC6283882 DOI: 10.1038/s41467-018-07598-9] [Citation(s) in RCA: 101] [Impact Index Per Article: 16.8] [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: 05/21/2018] [Accepted: 11/07/2018] [Indexed: 12/27/2022] Open
Abstract
Autoantibodies have been associated with autoimmune diseases. However, studies have identified autoantibodies in healthy donors (HD) who do not develop autoimmune disorders. Here we provide evidence of a network of immunoglobulin G (IgG) autoantibodies targeting G protein-coupled receptors (GPCR) in HD compared to patients with systemic sclerosis, Alzheimer's disease, and ovarian cancer. Sex, age and pathological conditions affect autoantibody correlation and hierarchical clustering signatures, yet many of the correlations are shared across all groups, indicating alterations to homeostasis. Furthermore, we identify relationships between autoantibodies targeting structurally and functionally related molecules, such as vascular, neuronal or chemokine receptors. Finally, autoantibodies targeting the endothelin receptor type A (EDNRA) exhibit chemotactic activity, as demonstrated by neutrophil migration toward HD-IgG in an EDNRA-dependent manner and in the direction of IgG from EDNRA-immunized mice. Our data characterizing the in vivo signatures of anti-GPCR autoantibodies thus suggest that they are a physiological part of the immune system.
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Affiliation(s)
- Otavio Cabral-Marques
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, 23538, Germany.
- Department of Rheumatology and Clinical Immunology, Center for Chronic Immunodeficiency (CCI), Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, 79106, Germany.
| | - Alexandre Marques
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, 23538, Germany
- Department of Statistic, Federal University of Pernambuco, Recife, PE, 50670-901, Brazil
| | | | - Roberta De Vito
- Department of Computer Science, Princeton University, Princeton, NJ, 08540, USA
| | - Judith Rademacher
- Department of Gastroenterology, Infectiology and Rheumatology, Charité University Hospital, Berlin, 12203, Germany
- Berlin Institute of Health (BIH), Berlin, 10178, Germany
| | - Jeannine Günther
- Dept. of Rheumatology and Clinical Immunology, Charité University Hospital, Berlin, 10117, Germany
- Cell Autoimmunity Group, German Rheumatism Research Center (DRFZ), Berlin, 10117, Germany
| | - Tanja Lange
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, 23538, Germany
| | - Jens Y Humrich
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, 23538, Germany
| | - Sebastian Klapa
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, 23538, Germany
| | - Susanne Schinke
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, 23538, Germany
| | - Lena F Schimke
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, 23538, Germany
| | - Gabriele Marschner
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, 23538, Germany
| | - Silke Pitann
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, 23538, Germany
| | - Sabine Adler
- University Hospital and University of Bern, Bern, 3012, Switzerland
| | - Ralf Dechend
- Experimental and Clinical Research Center, a collaboration of Max Delbruck Center for Molecular Medicine and Charité Universitätsmedizin, Berlin, 13125, Germany
- Department of Cardiology and Nephrology, HELIOS-Klinikum Berlin, Berlin, 13125, Germany
| | - Dominik N Müller
- Experimental and Clinical Research Center, a collaboration of Max Delbruck Center for Molecular Medicine and Charité Universitätsmedizin, Berlin, 13125, Germany
- Berlin Institute of Health (BIH), Berlin, 10178, Germany
| | - Ioana Braicu
- Department of Nephrology and Cardiovascular Research, Campus Virchow, Charité University Hospital, Berlin, 13353, Germany
| | - Jalid Sehouli
- Department of Gynecology, Charité University Hospital, Berlin and Tumor Bank Ovarian Cancer Network (TOC), Berlin, 13353, Germany
| | - Kai Schulze-Forster
- Department of Urology, Charité University Hospital, Berlin, 10117, Germany
- CellTrend GmbH, Luckenwalde, 14943, Germany
| | - Tobias Trippel
- Dept. of Internal Medicine & Cardiology, Charité University Hospital, Berlin, 13353, Germany
| | - Carmen Scheibenbogen
- Institute for Medical Immunology, Charité University Hospital Berlin, Campus Virchow, Berlin, 10117, Germany
- Berlin-Brandenburg Center for Regenerative Therapies (BCRT), Charité University Hospital Berlin, Berlin, 13353, Germany
| | - Annetine Staff
- University of Oslo and Oslo University Hospital, 0372, Oslo, Norway
| | - Peter R Mertens
- University Clinic for Nephrology and Hypertension, Diabetes and Endocrinology, Otto-von-Guericke University Magdeburg, Magdeburg, 39106, Germany
| | - Madlen Löbel
- Institute for Medical Immunology, Charité University Hospital Berlin, Campus Virchow, Berlin, 10117, Germany
| | - Justin Mastroianni
- Department of Hematology, Oncology and Stem Cell Transplantation, Freiburg University Medical Center, Albert Ludwigs University (ALU) of Freiburg, Freiburg, 79106, Germany
- Faculty of Biology, Albert-Ludwigs-University (ALU), Freiburg, 79104, Germany
| | - Corinna Plattfaut
- Section Experimental Oncology, University Hospital and Medical School (UKSH), University of Lübeck, Lübeck, 23538, Germany
| | - Frank Gieseler
- Section Experimental Oncology, University Hospital and Medical School (UKSH), University of Lübeck, Lübeck, 23538, Germany
| | - Duska Dragun
- Department of Nephrology and Cardiovascular Research, Campus Virchow, Charité University Hospital, Berlin, 13353, Germany
| | | | - Maria J Fernandez-Cabezudo
- Department of Biochemistry College of Medicine and Health Sciences, UAE University, Al Ain, 17666, United Arab Emirates
| | - Hans D Ochs
- Department of Pediatrics, University of Washington School of Medicine, Seattle Children's Research Institute, Seattle, WA, 98191, USA
| | - Basel K Al-Ramadi
- Department of Medical Microbiology and Immunology, College of Medicine and Health Sciences, UAE University, Al Ain, 17666, United Arab Emirates
| | - Peter Lamprecht
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, 23538, Germany
| | - Antje Mueller
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, 23538, Germany
| | - Harald Heidecke
- Department of Urology, Charité University Hospital, Berlin, 10117, Germany
| | - Gabriela Riemekasten
- Department of Rheumatology and Clinical Immunology, University of Lübeck, Lübeck, 23538, Germany.
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Cabral-Marques O, Ramos RN, Schimke LF, Khan TA, Amaral EP, Barbosa Bomfim CC, Junior OR, França TT, Arslanian C, Carola Correia Lima JD, Weber CW, Ferreira JF, Tavares FS, Sun J, D'Imperio Lima MR, Seelaender M, Garcia Calich VL, Marzagão Barbuto JA, Costa-Carvalho BT, Riemekasten G, Seminario G, Bezrodnik L, Notarangelo L, Torgerson TR, Ochs HD, Condino-Neto A. Human CD40 ligand deficiency dysregulates the macrophage transcriptome causing functional defects that are improved by exogenous IFN-γ. J Allergy Clin Immunol 2017; 139:900-912.e7. [DOI: 10.1016/j.jaci.2016.07.018] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2016] [Revised: 06/15/2016] [Accepted: 07/12/2016] [Indexed: 10/21/2022]
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23
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Khan TA, Cabral-Marques O, Schimke LF, de Oliveira EB, Amaral EP, D'Império Lima MR, Scancetti Tavares F, Costa Carvalho BT, Condino-Neto A. Tuberculosis in an autosomal recessive case of chronic granulomatous disease due to mutation of the NCF1 gene. Allergol Immunopathol (Madr) 2016; 44:276-9. [PMID: 26409780 DOI: 10.1016/j.aller.2015.04.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2015] [Revised: 04/07/2015] [Accepted: 04/29/2015] [Indexed: 11/19/2022]
Affiliation(s)
- T A Khan
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - O Cabral-Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - L F Schimke
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - E B de Oliveira
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - E P Amaral
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - M R D'Império Lima
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil
| | - F Scancetti Tavares
- Pediatric Immunology, Hospital de Base do Distrito Federal, Brasilia, DF, Brazil
| | - B T Costa Carvalho
- Division of Allergy-Immunology and Rheumatology, Department of Pediatrics, Federal University of São Paulo, SP, Brazil
| | - A Condino-Neto
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, São Paulo, SP, Brazil.
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Cabral-Marques O, Klaver S, Schimke LF, Ascendino ÉH, Khan TA, Pereira PVS, Falcai A, Vargas-Hernández A, Santos-Argumedo L, Bezrodnik L, Moreira I, Seminario G, Di Giovanni D, Raccio AG, Porras O, Weber CW, Ferreira JF, Tavares FS, de Carvalho E, Valente CFC, Kuntze G, Galicchio M, King A, Rosário-Filho NA, Grota MB, dos Santos Vilela MM, Di Gesu RSW, Lima S, de Souza Moura L, Talesnik E, Mansour E, Roxo-Junior P, Aldave JC, Goudouris E, Pinto-Mariz F, Berrón-Ruiz L, Staines-Boone T, Calderón WOC, del Carmen Zarate-Hernández M, Grumach AS, Sorensen R, Durandy A, Torgerson TR, Carvalho BTC, Espinosa-Rosales F, Ochs HD, Condino-Neto A. First report of the Hyper-IgM syndrome Registry of the Latin American Society for Immunodeficiencies: novel mutations, unique infections, and outcomes. J Clin Immunol 2014; 34:146-56. [PMID: 24402618 DOI: 10.1007/s10875-013-9980-4] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2013] [Accepted: 12/09/2013] [Indexed: 12/31/2022]
Abstract
Hyper-IgM (HIGM) syndrome is a heterogeneous group of disorders characterized by normal or elevated serum IgM levels associated with absent or decreased IgG, IgA and IgE. Here we summarize data from the HIGM syndrome Registry of the Latin American Society for Immunodeficiencies (LASID). Of the 58 patients from 51 families reported to the registry with the clinical phenotype of HIGM syndrome, molecular defects were identified in 37 patients thus far. We retrospectively analyzed the clinical, immunological and molecular data from these 37 patients. CD40 ligand (CD40L) deficiency was found in 35 patients from 25 families and activation-induced cytidine deaminase (AID) deficiency in 2 unrelated patients. Five previously unreported mutations were identified in the CD40L gene (CD40LG). Respiratory tract infections, mainly pneumonia, were the most frequent clinical manifestation. Previously undescribed fungal and opportunistic infections were observed in CD40L-deficient patients but not in the two patients with AID deficiency. These include the first cases of pneumonia caused by Mycoplasma pneumoniae, Serratia marcescens or Aspergillus sp. and diarrhea caused by Microsporidium sp. or Isospora belli. Except for four CD40L-deficient patients who died from complications of presumptive central nervous system infections or sepsis, all patients reported in this study are alive. Four CD40L-deficient patients underwent successful bone marrow transplantation. This report characterizes the clinical and genetic spectrum of HIGM syndrome in Latin America and expands the understanding of the genotype and phenotype of this syndrome in tropical areas.
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Affiliation(s)
- Otavio Cabral-Marques
- Department of Immunology, Institute of Biomedical Sciences, University of São Paulo, 1730 Lineu Prestes Avenue, São Paulo, SP, ZIP 05508-000, Brazil
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Marques OC, Arslanian C, Ramos RN, Marques MM, Schimke LF, Pereira PV, Jancar S, Ferreira JF, Weber CW, Kuntze G, Rosario-Filho NA, Carvalho BC, Bergami-Santos PC, Hackett MJ, Ochs HD, Torgerson TR, Barbuto JAM, Condino-Neto A. Dendritic Cells From X-Linked Hyper-IgM Patients Present Impaired Responses to Candida Albicans and Paracoccidioides Brasiliensis That Can Be Reversed by Exogenous Soluble CD40L. J Allergy Clin Immunol 2013. [DOI: 10.1016/j.jaci.2012.12.1121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Meyer-Bahlburg A, Renner ED, Rylaarsdam S, Reichenbach J, Schimke LF, Marks A, Tcheurekdjian H, Hostoffer R, Brahmandam A, Torgerson TR, Belohradsky BH, Rawlings DJ, Ochs HD. Heterozygous signal transducer and activator of transcription 3 mutations in hyper-IgE syndrome result in altered B-cell maturation. J Allergy Clin Immunol 2012; 129:559-62, 562.e1-2. [DOI: 10.1016/j.jaci.2011.09.017] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2011] [Revised: 08/27/2011] [Accepted: 09/08/2011] [Indexed: 11/28/2022]
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Schimke LF, Sawalle-Belohradsky J, Roesler J, Wollenberg A, Rack A, Borte M, Rieber N, Cremer R, Maass E, Dopfer R, Reichenbach J, Wahn V, Hoenig M, Jansson AF, Roesen-Wolff A, Schaub B, Seger R, Hill HR, Ochs HD, Torgerson TR, Belohradsky BH, Renner ED. Diagnostic approach to the hyper-IgE syndromes: immunologic and clinical key findings to differentiate hyper-IgE syndromes from atopic dermatitis. J Allergy Clin Immunol 2010; 126:611-7.e1. [PMID: 20816194 DOI: 10.1016/j.jaci.2010.06.029] [Citation(s) in RCA: 110] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2009] [Revised: 06/08/2010] [Accepted: 06/14/2010] [Indexed: 01/28/2023]
Abstract
BACKGROUND Hyper-IgE syndromes (HIES) are primary immunodeficiency disorders characterized by Staphylococcus aureus abscesses, recurrent pneumonia, increased serum IgE levels, and eczema. The association of heterozygous signal transducer and activator of transcription 3 (STAT3) mutations with autosomal dominant (AD)-HIES allows the differentiation of AD-HIES from disorders associated with eczema and increased serum IgE levels, such as other primary immunodeficiencies and atopic dermatitis. OBJECTIVE To facilitate early diagnosis of AD-HIES to initiate appropriate therapy. METHODS The clinical phenotype (suggested by a National Institutes of Health [NIH] score of >or=40 points), STAT3 genotype, and T(H)17 cell counts were compared in a cohort of 78 patients suspected of having HIES. RESULTS Heterozygous STAT3 missense mutations and in-frame deletions were identified in 48 patients, all but 2 with an NIH score >or=40 points. Patients with STAT3 mutations with HIES showed significantly lower T(H)17 cell counts compared with patients with wild-type STAT3 and control subjects. Only 1 patient with wild-type STAT3 had both an NIH score >or=40 points and abnormal T(H)17 cell counts (<or=0.2% of CD4(+) cells), with this exception being identified with a homozygous dedicator of cytogenesis 8 protein (DOCK8) mutation. Pathologic shedding of primary teeth was present in 3 patients with wild-type STAT3 and 33 patients with STAT3 mutations. Internal abscesses and severe infections were exclusively seen in patients with STAT3 mutations, who also had increased pneumatocele formation and skeletal or connective tissue manifestations compared with patients with wild-type STAT3. CONCLUSION We expanded the number of STAT3 mutations and validated that the NIH score sensitively identifies patients with HIES. Based on our patient cohort, we propose key findings that, when combined with T(H)17 cell numbers, predict patients with AD-HIES with STAT3 mutations, supporting early diagnosis of AD-HIES.
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Affiliation(s)
- Lena F Schimke
- Dr von Haunersches Kinderspital, Ludwig Maximilians University, Munich, Germany
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