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Ardiansyah E, Avila-Pacheco J, Nhat LTH, Dian S, Vinh DN, Hai HT, Bullock K, Alisjahbana B, Netea MG, Estiasari R, Tram TTB, Donovan J, Heemskerk D, Chau TTH, Bang ND, Ganiem AR, Ruslami R, Koeken VACM, Hamers RL, Imran D, Maharani K, Kumar V, Clish CB, van Crevel R, Thwaites G, van Laarhoven A, Thuong NTT. Tryptophan metabolism determines outcome in tuberculous meningitis: a targeted metabolomic analysis. eLife 2023; 12:e85307. [PMID: 37158692 PMCID: PMC10181821 DOI: 10.7554/elife.85307] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 05/01/2023] [Indexed: 05/10/2023] Open
Abstract
Background Cellular metabolism is critical for the host immune function against pathogens, and metabolomic analysis may help understand the characteristic immunopathology of tuberculosis. We performed targeted metabolomic analyses in a large cohort of patients with tuberculous meningitis (TBM), the most severe manifestation of tuberculosis, focusing on tryptophan metabolism. Methods We studied 1069 Indonesian and Vietnamese adults with TBM (26.6% HIV-positive), 54 non-infectious controls, 50 with bacterial meningitis, and 60 with cryptococcal meningitis. Tryptophan and downstream metabolites were measured in cerebrospinal fluid (CSF) and plasma using targeted liquid chromatography-mass spectrometry. Individual metabolite levels were associated with survival, clinical parameters, CSF bacterial load and 92 CSF inflammatory proteins. Results CSF tryptophan was associated with 60-day mortality from TBM (hazard ratio [HR] = 1.16, 95% confidence interval [CI] = 1.10-1.24, for each doubling in CSF tryptophan) both in HIV-negative and -positive patients. CSF tryptophan concentrations did not correlate with CSF bacterial load nor CSF inflammation but were negatively correlated with CSF interferon-gamma concentrations. Unlike tryptophan, CSF concentrations of an intercorrelating cluster of downstream kynurenine metabolites did not predict mortality. These CSF kynurenine metabolites did however correlate with CSF inflammation and markers of blood-CSF leakage, and plasma kynurenine predicted death (HR 1.54, 95% CI = 1.22-1.93). These findings were mostly specific for TBM, although high CSF tryptophan was also associated with mortality from cryptococcal meningitis. Conclusions TBM patients with a high baseline CSF tryptophan or high systemic (plasma) kynurenine are at increased risk of death. These findings may reveal new targets for host-directed therapy. Funding This study was supported by National Institutes of Health (R01AI145781) and the Wellcome Trust (110179/Z/15/Z and 206724/Z/17/Z).
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Affiliation(s)
- Edwin Ardiansyah
- Research Center for Care and Control of Infectious Diseases, Universitas PadjadjaranBandungIndonesia
- Department of Internal Medicine and Radboud Center of Infectious Diseases (RCI), Radboud University Medical CenterNijmegenNetherlands
| | | | | | - Sofiati Dian
- Research Center for Care and Control of Infectious Diseases, Universitas PadjadjaranBandungIndonesia
- Department of Neurology, Hasan Sadikin Hospital, Faculty of Medicine, Universitas PadjadjaranBandungIndonesia
| | - Dao Nguyen Vinh
- Oxford University Clinical Research UnitHo Chi Minh CityViet Nam
| | - Hoang Thanh Hai
- Oxford University Clinical Research UnitHo Chi Minh CityViet Nam
| | - Kevin Bullock
- The Broad Institute of MIT and HarvardCambridgeUnited States
| | - Bachti Alisjahbana
- Research Center for Care and Control of Infectious Diseases, Universitas PadjadjaranBandungIndonesia
- Department of Internal Medicine, Hasan Sadikin Hospital, Faculty of Medicine, Universitas PadjadjaranBandungIndonesia
| | - Mihai G Netea
- Department of Internal Medicine and Radboud Center of Infectious Diseases (RCI), Radboud University Medical CenterNijmegenNetherlands
| | - Riwanti Estiasari
- Department of Neurology, Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas IndonesiaJakartaIndonesia
| | | | - Joseph Donovan
- Oxford University Clinical Research UnitHo Chi Minh CityViet Nam
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of OxfordOxfordUnited Kingdom
- London School of Hygiene and Tropical MedicineLondonUnited Kingdom
| | - Dorothee Heemskerk
- Department of Medical Microbiology and Infection Prevention, Amsterdam University Medical CentreAmsterdamNetherlands
| | - Tran Thi Hong Chau
- Oxford University Clinical Research UnitHo Chi Minh CityViet Nam
- Hospital for Tropical DiseasesHo Chi Minh CityViet Nam
| | - Nguyen Duc Bang
- Pham Ngoc Thach Hospital for Tuberculosis and Lung DiseaseHo Chi Minh CityViet Nam
| | - Ahmad Rizal Ganiem
- Research Center for Care and Control of Infectious Diseases, Universitas PadjadjaranBandungIndonesia
- Department of Neurology, Hasan Sadikin Hospital, Faculty of Medicine, Universitas PadjadjaranBandungIndonesia
| | - Rovina Ruslami
- Research Center for Care and Control of Infectious Diseases, Universitas PadjadjaranBandungIndonesia
- Department of Biomedical Science, Faculty of Medicine, Universitas PadjadjaranBandungIndonesia
| | - Valerie ACM Koeken
- Department of Internal Medicine and Radboud Center of Infectious Diseases (RCI), Radboud University Medical CenterNijmegenNetherlands
- Department of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine (CiiM) & TWINCORE, joint ventures between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH)HanoverGermany
| | - Raph L Hamers
- Oxford University Clinical Research Unit Indonesia, Faculty of Medicine Universitas IndonesiaJakartaIndonesia
| | - Darma Imran
- Department of Neurology, Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas IndonesiaJakartaIndonesia
| | - Kartika Maharani
- Department of Neurology, Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas IndonesiaJakartaIndonesia
| | - Vinod Kumar
- Department of Internal Medicine and Radboud Center of Infectious Diseases (RCI), Radboud University Medical CenterNijmegenNetherlands
| | - Clary B Clish
- The Broad Institute of MIT and HarvardCambridgeUnited States
| | - Reinout van Crevel
- Department of Internal Medicine and Radboud Center of Infectious Diseases (RCI), Radboud University Medical CenterNijmegenNetherlands
| | - Guy Thwaites
- Oxford University Clinical Research UnitHo Chi Minh CityViet Nam
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of OxfordOxfordUnited Kingdom
| | - Arjan van Laarhoven
- Department of Internal Medicine and Radboud Center of Infectious Diseases (RCI), Radboud University Medical CenterNijmegenNetherlands
| | - Nguyen Thuy Thuong Thuong
- Oxford University Clinical Research UnitHo Chi Minh CityViet Nam
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of OxfordOxfordUnited Kingdom
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Ardiansyah E, Pacheco JA, Nhat LTH, Dian S, Vinh DN, Hai HT, Bullock K, Alisjahbana B, Netea MG, Estiasari R, Tram TTB, Donovan J, Heemskerk D, Chau TTH, Bang ND, Ganiem AR, Ruslami R, Koeken VA, Hamers RL, Imran D, Maharani K, Kumar V, Clish CB, van Crevel R, Thwaites G, van Laarhoven A, Thuong NTT. Tryptophan metabolism determines outcome in tuberculous meningitis: a targeted metabolomic analysis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.01.08.23284316. [PMID: 36711829 PMCID: PMC9882445 DOI: 10.1101/2023.01.08.23284316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Background Cellular metabolism is critical for the host immune function against pathogens, and metabolomic analysis may help understand the characteristic immunopathology of tuberculosis. We performed targeted metabolomic analyses in a large cohort of patients with tuberculous meningitis (TBM), the most severe manifestation of tuberculosis, focusing on tryptophan metabolism. Methods We studied 1069 Indonesian and Vietnamese adults with TBM (26.6% HIV-positive), 54 non-infectious controls, 50 with bacterial meningitis, and 60 with cryptococcal meningitis. Tryptophan and downstream metabolites were measured in cerebrospinal fluid (CSF) and plasma using targeted liquid chromatography mass-spectrometry. Individual metabolite levels were associated with survival, clinical parameters, CSF bacterial load and 92 CSF inflammatory proteins. Results CSF tryptophan was associated with 60-day mortality from tuberculous meningitis (HR=1.16, 95%CI=1.10-1.24, for each doubling in CSF tryptophan) both in HIV-negative and HIV-positive patients. CSF tryptophan concentrations did not correlate with CSF bacterial load nor CSF inflammation but were negatively correlated with CSF interferon-gamma concentrations. Unlike tryptophan, CSF concentrations of an intercorrelating cluster of downstream kynurenine metabolites did not predict mortality. These CSF kynurenine metabolites did however correlate with CSF inflammation and markers of blood-CSF leakage, and plasma kynurenine predicted death (HR 1.54, 95%CI=1.22-1.93). These findings were mostly specific for TBM, although high CSF tryptophan was also associated with mortality from cryptococcal meningitis. Conclusion TBM patients with a high baseline CSF tryptophan or high systemic (plasma) kynurenine are at increased risk of mortality. These findings may reveal new targets for host-directed therapy. Funding This study was supported by National Institutes of Health (R01AI145781) and the Wellcome Trust (110179/Z/15/Z and 206724/Z/17/Z).
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Affiliation(s)
- Edwin Ardiansyah
- Research Center for Care and Control of Infectious Diseases, Universitas Padjadjaran, Bandung, Indonesia
- Department of Internal Medicine and Radboud Center of Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, Netherlands
| | | | | | - Sofiati Dian
- Research Center for Care and Control of Infectious Diseases, Universitas Padjadjaran, Bandung, Indonesia
- Department of Neurology, Hasan Sadikin Hospital, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Dao Nguyen Vinh
- Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam
| | - Hoang Thanh Hai
- Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam
| | - Kevin Bullock
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Bachti Alisjahbana
- Research Center for Care and Control of Infectious Diseases, Universitas Padjadjaran, Bandung, Indonesia
- Department of Internal Medicine, Hasan Sadikin Hospital, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Mihai G Netea
- Department of Internal Medicine and Radboud Center of Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, Netherlands
| | - Riwanti Estiasari
- Department of Neurology, Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas Indonesia
| | | | - Joseph Donovan
- Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
- London School of Hygiene and Tropical Medicine, Keppel St, London, United Kingdom
| | - Dorothee Heemskerk
- Department of Medical Microbiology and Infection Prevention, Amsterdam University Medical Centre, Amsterdam, the Netherlands
| | - Tran Thi Hong Chau
- Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam
- Hospital for Tropical Diseases, District 5, Ho Chi Minh City, Vietnam
| | - Nguyen Duc Bang
- Pham Ngoc Thach Hospital for Tuberculosis and Lung Disease, District 5, Ho Chi Minh City, Vietnam
| | - Ahmad Rizal Ganiem
- Research Center for Care and Control of Infectious Diseases, Universitas Padjadjaran, Bandung, Indonesia
- Department of Neurology, Hasan Sadikin Hospital, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Rovina Ruslami
- Research Center for Care and Control of Infectious Diseases, Universitas Padjadjaran, Bandung, Indonesia
- Department of Biomedical Science, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Valerie Acm Koeken
- Department of Internal Medicine and Radboud Center of Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, Netherlands
- Department of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine (CiiM) & TWINCORE, joint ventures between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH), 30625 Hannover, Germany
| | - Raph L Hamers
- Oxford University Clinical Research Unit Indonesia, Faculty of Medicine Universitas Indonesia
| | - Darma Imran
- Department of Neurology, Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas Indonesia
| | - Kartika Maharani
- Department of Neurology, Cipto Mangunkusumo Hospital, Faculty of Medicine Universitas Indonesia
| | - Vinod Kumar
- Department of Internal Medicine and Radboud Center of Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, Netherlands
| | - Clary B Clish
- The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Reinout van Crevel
- Department of Internal Medicine and Radboud Center of Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, Netherlands
| | - Guy Thwaites
- Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Arjan van Laarhoven
- Department of Internal Medicine and Radboud Center of Infectious Diseases (RCI), Radboud University Medical Center, Nijmegen, Netherlands
| | - Nguyen Thuy Thuong Thuong
- Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
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Mason S, Solomons R. CSF Metabolomics of Tuberculous Meningitis: A Review. Metabolites 2021; 11:661. [PMID: 34677376 PMCID: PMC8541251 DOI: 10.3390/metabo11100661] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 09/20/2021] [Accepted: 09/24/2021] [Indexed: 02/07/2023] Open
Abstract
From the World Health Organization's global TB report for 2020, it is estimated that in 2019 at least 80,000 children (a particularly vulnerable population) developed tuberculous meningitis (TBM)-an invariably fatal disease if untreated-although this is likely an underestimate. As our latest technologies have evolved-with the unprecedented development of the various "omics" disciplines-a mountain of new data on infectious diseases have been created. However, our knowledge and understanding of infectious diseases are still trying to keep pace. Metabolites offer much biological information, but the insights they permit can be difficult to derive. This review summarizes current metabolomics studies on cerebrospinal fluid (CSF) from TBM cases and collates the metabolic data reported. Collectively, CSF metabolomics studies have identified five classes of metabolites that characterize TBM: amino acids, organic acids, nucleotides, carbohydrates, and "other". Taken holistically, the information given in this review serves to promote the mechanistic action of hypothesis generation that will drive and direct future studies on TBM.
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Affiliation(s)
- Shayne Mason
- Human Metabolomics, Faculty of Natural and Agricultural Sciences, North-West University, Potchefstroom 2531, South Africa
| | - Regan Solomons
- Department of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Tygerberg 7505, South Africa;
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Koeken VACM, Ganiem AR, Dian S, Ruslami R, Chaidir L, Netea MG, Kumar V, Alisjahbana B, van Crevel R, van Laarhoven A. Cerebrospinal fluid IL-1β is elevated in tuberculous meningitis patients but not associated with mortality. Tuberculosis (Edinb) 2020; 126:102019. [PMID: 33202351 DOI: 10.1016/j.tube.2020.102019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 11/04/2020] [Accepted: 11/08/2020] [Indexed: 01/21/2023]
Abstract
Inflammation contributes to the pathophysiology and high mortality of tuberculous meningitis. The IL-1β pathway has been implicated in immunopathology and could be a target for host-directed therapy. IL-1β was elevated in the cerebrospinal fluid (CSF) of 225 HIV-uninfected tuberculous meningitis patients in Indonesia compared to controls, but did not predict subsequent mortality, nor did IL-6 or IL-1Ra. Furthermore, genetic loci known to regulate IL1B gene expression did not predict mortality in 443 tuberculous meningitis patients, although two of these loci did predict CSF IL-1β concentrations. Collectively, these data argue against a role for IL-1β targeted host-directed therapy in tuberculous meningitis.
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Affiliation(s)
- Valerie A C M Koeken
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud Institute for Molecular Life Sciences (RIMLS), Radboud University Medical Center, Nijmegen, the Netherlands; Department of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine (CiiM) & TWINCORE, Joint Ventures Between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH), 30625 Hannover, Germany
| | - Ahmad R Ganiem
- TB-HIV Research Center, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Sofiati Dian
- TB-HIV Research Center, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Rovina Ruslami
- TB-HIV Research Center, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Lidya Chaidir
- TB-HIV Research Center, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Mihai G Netea
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud Institute for Molecular Life Sciences (RIMLS), Radboud University Medical Center, Nijmegen, the Netherlands; Department for Genomics & Immunoregulation, Life and Medical Sciences Institute (LIMES), University of Bonn, 53115 Bonn, Germany
| | - Vinod Kumar
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud Institute for Molecular Life Sciences (RIMLS), Radboud University Medical Center, Nijmegen, the Netherlands; Department of Genetics, University of Groningen, University Medical Center Groningen, Groningen, the Netherlands
| | - Bachti Alisjahbana
- TB-HIV Research Center, Faculty of Medicine, Universitas Padjadjaran, Bandung, Indonesia
| | - Reinout van Crevel
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud Institute for Molecular Life Sciences (RIMLS), Radboud University Medical Center, Nijmegen, the Netherlands; Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Arjan van Laarhoven
- Department of Internal Medicine and Radboud Center for Infectious Diseases (RCI), Radboud Institute for Molecular Life Sciences (RIMLS), Radboud University Medical Center, Nijmegen, the Netherlands.
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Tucker EW, Marais S, Seddon JA, van Crevel R, Ganiem AR, Ruslami R, Zhang W, Sun F, Zhou X, Solomons RS, Cresswell FV, Wilmshurst J, Rohlwink U. International Survey Reveals Opportunities to Improve Tuberculous Meningitis Management and the Need for Standardized Guidelines. Open Forum Infect Dis 2020; 7:ofaa445. [PMID: 33209947 PMCID: PMC7652100 DOI: 10.1093/ofid/ofaa445] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 09/17/2020] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Tuberculous meningitis (TBM) is a medical emergency, yet there are no standardized treatment guidelines for the medical or neurosurgical management of these patients and little data on neurocritical care. We conducted an international survey to understand current medical and neurosurgical TBM management and resource availability to provide baseline data needed for future multicenter trials addressing unanswered clinical research questions and the establishment of standardized guidelines. METHODS An online survey of 77 questions covering medical and neurosurgical TBM management aimed at clinicians/nurses treating TBM was distributed as an anonymous link through email invitation, international organizations' membership distribution, and direct links on organizational webpages or social media. The survey remained open for 5 months. Data were summarized with frequencies and percentages. RESULTS The survey had 222 responses from 43 countries representing 6 continents. Most respondents were from tertiary care facilities, with broad access to medical and neurosurgical resources. There was significant heterogeneity in general supportive care, and TBM-specific management demonstrated considerable divergence from current standard-of-care practices. The lack of standardized guidelines was identified as a major challenge in TBM management. General and neurocritical care were largely absent. Resources for bedside supportive care and noninvasive monitoring were broadly accessible. CONCLUSIONS These findings suggest that current TBM management could be improved by the establishment of internationally accepted treatment guidelines based on available evidence, and that numerous centers have resources available to participate in future multicenter trials, even for basic interventions, that may further improve patient outcomes globally.
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Affiliation(s)
- Elizabeth W Tucker
- Center for Infection and Inflammation Imaging Research, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Center for Tuberculosis Research, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Anesthesiology and Critical Care Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Division of Pediatric Critical Care, Johns Hopkins All Children’s Hospital, St. Petersburg, Florida, USA
| | - Suzaan Marais
- Division of Neurology, Department of Medicine and Neuroscience Institute, University of Cape Town, Cape Town, South Africa
| | - James A Seddon
- Department of Infectious Diseases, Imperial College London, London, United Kingdom
- Desmond Tutu TB Centre, Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Reinout van Crevel
- Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Ahmad Rizal Ganiem
- Department of Neurology, Hasan Sadikin Hospital, Faculty of Medicine Universitas Padjadjaran, Bandung, Indonesia
| | - Rovina Ruslami
- Department of Neurology, Hasan Sadikin Hospital, Faculty of Medicine Universitas Padjadjaran, Bandung, Indonesia
| | - Wenhong Zhang
- Departments of Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Feng Sun
- Departments of Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Xian Zhou
- Departments of Infectious Diseases, Huashan Hospital, Fudan University, Shanghai, China
- National Clinical Research Center for Aging and Medicine, Huashan Hospital, Fudan University, Shanghai, China
| | - Regan S Solomons
- Department of Paediatrics and Child Health, Stellenbosch University, Cape Town, South Africa
| | - Fiona V Cresswell
- Clinical Research Department, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Infectious Disease Institute, Mulago College of Health Sciences, Kampala, Uganda
- MRC-UVRI LSHTM Uganda Research Unit, Entebbe, Uganda
| | - Jo Wilmshurst
- Neuroscience Institute and Department of Paediatric Neurology, University of Cape Town, Red Cross War Memorial Children’s Hospital, Cape Town, South Africa
| | - Ursula Rohlwink
- Division of Neurosurgery, Department of Surgery and Neuroscience Institute, University of Cape Town, Faculty of Health Sciences, Cape Town, South Africa
- The Francis Crick Institute, London, United Kingdom
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