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Gupte AN, Kumar P, Araújo-Pereira M, Kulkarni V, Paradkar M, Pradhan N, Menon P, Chandrasekaran PD, Hanna LE, Yogendra Shivakumar SVB, Rockwood N, Du Bruyn E, Karyakarte R, Gaikwad S, Bollinger R, Golub J, Gupte N, Viswanathan V, Wilkinson RJ, Mave V, Babu S, Kornfeld H, Andrade BB, Gupta A. Baseline IL-6 is a biomarker for unfavorable tuberculosis treatment outcomes: a multi-site discovery and validation study. Eur Respir J 2021; 59:13993003.00905-2021. [PMID: 34711538 PMCID: PMC7612881 DOI: 10.1183/13993003.00905-2021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 08/18/2021] [Indexed: 11/24/2022]
Abstract
Background Biomarkers of unfavorable tuberculosis treatment outcomes are needed to accelerate new drug and regimen development. Whether plasma cytokine levels can predict unfavorable tuberculosis treatment outcomes is unclear. Methods We identified and internally validated the association between 20 a-priori selected plasma inflammatory markers and unfavorable treatment outcomes of failure, recurrence and all-cause mortality among adults with drug-sensitive pulmonary tuberculosis in India. We externally validated these findings in two independent cohorts of predominantly diabetic and HIV coinfected tuberculosis patients in India and South Africa, respectively. Results Pre-treatment IFN-γ, IL-13 and IL-6 were associated with treatment failure in the discovery analysis. Internal validation confirmed higher pre-treatment IL-6 concentrations among failure cases compared to controls. External validation among predominantly diabetic tuberculosis patients found an association between pre-treatment IL-6 concentrations and subsequent recurrence and death. Similarly, external validation among predominantly HIV coinfected tuberculosis patients found an association between pre-treatment IL-6 concentrations and subsequent treatment failure and death. In a pooled analysis of 363 tuberculosis cases from the Indian and South African validation cohorts, high pre-treatment IL-6 concentrations were associated with higher risk of failure (adjusted odds ratio [aOR]=2.16, 95%CI 1.08-4.33, p=0.02), recurrence (aOR=5.36, 95%CI 2.48-11.57, p<0.001) and death (aOR=4.62, 95%CI 1.95-10.95, p<0.001). Adding baseline IL-6 to a risk-prediction model comprising of low BMI, high smear grade and cavitation improved model performance by 15 percent (C-statistic of 0.66 versus 0.76, p=0.02). Conclusion Pre-treatment IL-6 is a biomarker for unfavorable tuberculosis treatment outcomes. Future studies should identify optimal IL-6 concentrations for point-of-care risk prediction.
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Affiliation(s)
- Akshay N Gupte
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA .,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Pavan Kumar
- National Institute for Research in Tuberculosis, Chennai, India
| | - Mariana Araújo-Pereira
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz (FIOCRUZ), Salvador, Brazil.,Multinational Organization Network Sponsoring Translational and Epidemiological Research, Salvador, Brazil.,Faculdade de Medicina, Universidade Federal da Bahia, Salvador, Brazil
| | - Vandana Kulkarni
- Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA.,Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India.,Johns Hopkins India Private Limited, Pune, India
| | - Mandar Paradkar
- Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA.,Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India.,Johns Hopkins India Private Limited, Pune, India
| | - Neeta Pradhan
- Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA.,Byramjee-Jeejeebhoy Government Medical College-Johns Hopkins University Clinical Research Site, Pune, India.,Johns Hopkins India Private Limited, Pune, India
| | - Pradeep Menon
- National Institute for Research in Tuberculosis, Chennai, India
| | | | | | | | - Neesha Rockwood
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Observatory, South Africa.,Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo 8, Sri Lanka.,Department of Infectious Diseases, Imperial College London, United Kingdom
| | - Elsa Du Bruyn
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Observatory, South Africa.,Department of Infectious Diseases, University of Cape Town, Observatory, South Africa
| | - Rajesh Karyakarte
- Department of Microbiology, Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Sanjay Gaikwad
- Department of Pulmonary Medicine, Byramjee-Jeejeebhoy Government Medical College, Pune, India
| | - Robert Bollinger
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA.,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Jonathan Golub
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA.,Center for Tuberculosis Research, Johns Hopkins University, Baltimore, USA
| | - Nikhil Gupte
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA.,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA
| | | | - Robert J Wilkinson
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Observatory, South Africa.,Department of Infectious Diseases, Imperial College London, United Kingdom.,Department of Infectious Diseases, University of Cape Town, Observatory, South Africa.,The Francis Crick Institute, London, UK
| | - Vidya Mave
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA.,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA
| | - Subash Babu
- National Institutes of Health - National Institute for Research in Tuberculosis - International Center for Excellence in Research, Chennai, India
| | - Hardy Kornfeld
- Division of Pulmonary Medicine, University of Massachusetts Medical School, Worcester, USA
| | - Bruno B Andrade
- Instituto Gonçalo Moniz, Fundação Oswaldo Cruz (FIOCRUZ), Salvador, Brazil.,Multinational Organization Network Sponsoring Translational and Epidemiological Research, Salvador, Brazil.,Faculdade de Medicina, Universidade Federal da Bahia, Salvador, Brazil
| | - Amita Gupta
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, USA.,Center for Clinical Global Health Education, Johns Hopkins University School of Medicine, Baltimore, USA
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6
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Bruyn ED, Fukutani KF, Rockwood N, Schutz C, Meintjes G, Arriaga MB, Cubillos-Angulo JM, Tibúrcio R, Sher A, Riou C, Wilkinson KA, Andrade BB, Wilkinson RJ. Inflammatory profile of patients with tuberculosis with or without HIV-1 co-infection: a prospective cohort study and immunological network analysis. LANCET MICROBE 2021; 2:e375-e385. [PMID: 34386782 PMCID: PMC8357308 DOI: 10.1016/s2666-5247(21)00037-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 02/06/2021] [Accepted: 02/10/2021] [Indexed: 11/25/2022]
Abstract
Background HIV-1 mediated dysregulation of the immune response to tuberculosis and its effect on the response to antitubercular therapy (ATT) is incompletely understood. We aimed to analyse the inflammatory profile of patients with tuberculosis with or without HIV-1 co-infection undergoing ATT, with specific focus on the effect of ART and HIV-1 viraemia in those co-infected with HIV-1. Methods In this prospective cohort study and immunological network analysis, a panel of 38 inflammatory markers were measured in the plasma of a prospective patient cohort undergoing ATT at Khayelitsha Site B clinic, Cape Town, South Africa. We recruited patients with sputum Xpert MTB/RIF-positive rifampicin-susceptible pulmonary tuberculosis. Patients were excluded from the primary discovery cohort if they were younger than 18 years, unable to commence ATT for any reason, pregnant, had unknown HIV-1 status, were unable to consent to study participation, were unable to provide baseline sputum samples, had more than three doses of ATT, or were being re-treated for tuberculosis within 6 months of their previous ATT regimen. Plasma samples were collected at baseline (1–5 days after commencing ATT), week 8, and week 20 of ATT. We applied network and multivariate analysis to investigate the dynamic inflammatory profile of these patients in relation to ATT and by HIV status. In addition to the discovery cohort, a validation cohort of patients with HIV-1 admitted to hospital with CD4 counts less than 350 cells per μL and a high clinical suspicion of new tuberculosis were recruited. Findings Between March 1, 2013, and July 31, 2014, we assessed a cohort of 129 participants (55 [43%] female and 74 [57%] male, median age 35·1 years [IQR 30·1–43·7]) and 76 were co-infected with HIV-1. HIV-1 status markedly influenced the inflammatory profile regardless of ATT duration. HIV-1 viral load emerged as a major factor driving differential inflammatory marker expression and having a strong effect on correlation profiles observed in the HIV-1 co-infected group. Interleukin (IL)-17A emerged as a key correlate of HIV-1-induced inflammation during HIV–tuberculosis co-infection. Interpretation Our findings show the effect of HIV-1 co-infection on the complexity of plasma inflammatory profiles in patients with tuberculosis. Through network analysis we identified IL-17A as an important node in HIV–tuberculosis co-infection, thus implicating this cytokine’s capacity to correlate with, and regulate, other inflammatory markers. Further mechanistic studies are required to identify specific IL-17A-related inflammatory pathways mediating immunopathology in HIV–tuberculosis co-infection, which could illuminate targets for future host-directed therapies. Funding National Institutes of Health, The Wellcome Trust, UK Research and Innovation, Cancer Research UK, European and Developing Countries Clinical Trials Partnership, and South African Medical Research Council.
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Affiliation(s)
- Elsa Du Bruyn
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
| | - Kiyoshi F Fukutani
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
| | - Neesha Rockwood
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
| | - Charlotte Schutz
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
| | - Graeme Meintjes
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
| | - María B Arriaga
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
| | - Juan M Cubillos-Angulo
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
| | - Rafael Tibúrcio
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
| | - Alan Sher
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
| | - Catherine Riou
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
| | - Katalin A Wilkinson
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
| | - Bruno B Andrade
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
| | - Robert J Wilkinson
- Wellcome Centre for Infectious Disease Research in Africa, Institute of Infectious Disease and Molecular Medicine (E Du Bruyn MD, N Rockwood PhD, C Schutz MD, G Meintjes PhD, C Riou PhD, K A Wilkinson PhD, B B Andrade MD, Prof R J Wilkinson FMedSci) and Department of Medicine (E Du Bruyn, C Schutz, G Meintjes, Prof R J Wilkinson), University of Cape Town, Observatory, South Africa; Instituto Gonçalo Moniz, Fundação Oswaldo Cruz, Salvador, Brazil (K F Fukutani PhD, M B Arriaga MSc, J M Cubillos-Angulo MSc, R Tibúrcio MSc, B B Andrade); Multinational Organization Network Sponsoring Translational and Epidemiological Research Initiative, Salvador, Brazil (K F Fukutani, M B Arriaga, J M Cubillos-Angulo, R Tibúrcio, B B Andrade); Curso de Medicina, Faculdade de Tecnologia e Ciências, Salvador, Brazil (K F Fukutani); Department of Infectious Diseases, Imperial College London, London, UK (N Rockwood, Prof R J Wilkinson); Department of Microbiology, Faculty of Medicine, University of Colombo, Colombo, Sri Lanka (N Rockwood); Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA (A Sher PhD); The Francis Crick Institute, London, UK (K A Wilkinson, Prof R J Wilkinson); Universidade Salvador, Laureate Universities, Salvador, Brazil (B B Andrade); Escola Bahiana de Medicina e Saúde Pública, Salvador, Brazil (B B Andrade); Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN, USA (B B Andrade)
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