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Jacob CG, Thuy-Nhien N, Mayxay M, Maude RJ, Quang HH, Hongvanthong B, Vanisaveth V, Ngo Duc T, Rekol H, van der Pluijm R, von Seidlein L, Fairhurst R, Nosten F, Hossain MA, Park N, Goodwin S, Ringwald P, Chindavongsa K, Newton P, Ashley E, Phalivong S, Maude R, Leang R, Huch C, Dong LT, Nguyen KT, Nhat TM, Hien TT, Nguyen H, Zdrojewski N, Canavati S, Sayeed AA, Uddin D, Buckee C, Fanello CI, Onyamboko M, Peto T, Tripura R, Amaratunga C, Myint Thu A, Delmas G, Landier J, Parker DM, Chau NH, Lek D, Suon S, Callery J, Jittamala P, Hanboonkunupakarn B, Pukrittayakamee S, Phyo AP, Smithuis F, Lin K, Thant M, Hlaing TM, Satpathi P, Satpathi S, Behera PK, Tripura A, Baidya S, Valecha N, Anvikar AR, Ul Islam A, Faiz A, Kunasol C, Drury E, Kekre M, Ali M, Love K, Rajatileka S, Jeffreys AE, Rowlands K, Hubbart CS, Dhorda M, Vongpromek R, Kotanan N, Wongnak P, Almagro Garcia J, Pearson RD, Ariani CV, Chookajorn T, Malangone C, Nguyen T, Stalker J, Jeffery B, Keatley J, Johnson KJ, Muddyman D, Chan XHS, Sillitoe J, Amato R, Simpson V, Gonçalves S, Rockett K, Day NP, Dondorp AM, Kwiatkowski DP, Miotto O. Genetic surveillance in the Greater Mekong subregion and South Asia to support malaria control and elimination. eLife 2021; 10:e62997. [PMID: 34372970 PMCID: PMC8354633 DOI: 10.7554/elife.62997] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [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: 09/10/2020] [Accepted: 06/30/2021] [Indexed: 02/04/2023] Open
Abstract
Background National Malaria Control Programmes (NMCPs) currently make limited use of parasite genetic data. We have developed GenRe-Mekong, a platform for genetic surveillance of malaria in the Greater Mekong Subregion (GMS) that enables NMCPs to implement large-scale surveillance projects by integrating simple sample collection procedures in routine public health procedures. Methods Samples from symptomatic patients are processed by SpotMalaria, a high-throughput system that produces a comprehensive set of genotypes comprising several drug resistance markers, species markers and a genomic barcode. GenRe-Mekong delivers Genetic Report Cards, a compendium of genotypes and phenotype predictions used to map prevalence of resistance to multiple drugs. Results GenRe-Mekong has worked with NMCPs and research projects in eight countries, processing 9623 samples from clinical cases. Monitoring resistance markers has been valuable for tracking the rapid spread of parasites resistant to the dihydroartemisinin-piperaquine combination therapy. In Vietnam and Laos, GenRe-Mekong data have provided novel knowledge about the spread of these resistant strains into previously unaffected provinces, informing decision-making by NMCPs. Conclusions GenRe-Mekong provides detailed knowledge about drug resistance at a local level, and facilitates data sharing at a regional level, enabling cross-border resistance monitoring and providing the public health community with valuable insights. The project provides a rich open data resource to benefit the entire malaria community. Funding The GenRe-Mekong project is funded by the Bill and Melinda Gates Foundation (OPP11188166, OPP1204268). Genotyping and sequencing were funded by the Wellcome Trust (098051, 206194, 203141, 090770, 204911, 106698/B/14/Z) and Medical Research Council (G0600718). A proportion of samples were collected with the support of the UK Department for International Development (201900, M006212), and Intramural Research Program of the National Institute of Allergy and Infectious Diseases.
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Affiliation(s)
| | | | - Mayfong Mayxay
- Lao-Oxford-Mahosot Hospital-Wellcome Research Unit (LOMWRU), Microbiology Laboratory, Mahosot HospitalVientianeLao People's Democratic Republic
- Institute of Research and Education Development (IRED), University of Health Sciences, Ministry of HealthVientianeLao People's Democratic Republic
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
| | - Richard J Maude
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
- Harvard TH Chan School of Public Health, Harvard UniversityBostonUnited States
| | - Huynh Hong Quang
- Institute of Malariology, Parasitology and Entomology (IMPE-QN)Quy NhonViet Nam
| | - Bouasy Hongvanthong
- Centre of Malariology, Parasitology, and EntomologyVientianeLao People's Democratic Republic
| | - Viengxay Vanisaveth
- Centre of Malariology, Parasitology, and EntomologyVientianeLao People's Democratic Republic
| | - Thang Ngo Duc
- National Institute of Malariology, Parasitology and Entomology (NIMPE)HanoiViet Nam
| | - Huy Rekol
- National Center for Parasitology, Entomology, and Malaria ControlPhnom PenhCambodia
| | - Rob van der Pluijm
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | - Lorenz von Seidlein
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | - Rick Fairhurst
- National Institute of Allergy and Infectious Diseases, National Institutes of HealthRockvilleUnited States
| | - François Nosten
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Shoklo Malaria Research UnitMae SotThailand
| | | | - Naomi Park
- Wellcome Sanger InstituteHinxtonUnited Kingdom
| | | | | | | | - Paul Newton
- Lao-Oxford-Mahosot Hospital-Wellcome Research Unit (LOMWRU), Microbiology Laboratory, Mahosot HospitalVientianeLao People's Democratic Republic
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | - Elizabeth Ashley
- Lao-Oxford-Mahosot Hospital-Wellcome Research Unit (LOMWRU), Microbiology Laboratory, Mahosot HospitalVientianeLao People's Democratic Republic
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
| | - Sonexay Phalivong
- Lao-Oxford-Mahosot Hospital-Wellcome Research Unit (LOMWRU), Microbiology Laboratory, Mahosot HospitalVientianeLao People's Democratic Republic
| | - Rapeephan Maude
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
- Faculty of Medicine, Ramathibodi Hospital, Mahidol UniversityBangkokThailand
| | - Rithea Leang
- National Center for Parasitology, Entomology, and Malaria ControlPhnom PenhCambodia
| | - Cheah Huch
- National Center for Parasitology, Entomology, and Malaria ControlPhnom PenhCambodia
| | - Le Thanh Dong
- Institute of Malariology, Parasitology and Entomology (IMPEHCM)Ho Chi Minh CityViet Nam
| | - Kim-Tuyen Nguyen
- Oxford University Clinical Research UnitHo Chi Minh CityViet Nam
| | - Tran Minh Nhat
- Oxford University Clinical Research UnitHo Chi Minh CityViet Nam
| | - Tran Tinh Hien
- Oxford University Clinical Research UnitHo Chi Minh CityViet Nam
| | | | | | | | | | - Didar Uddin
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | - Caroline Buckee
- Harvard TH Chan School of Public Health, Harvard UniversityBostonUnited States
| | - Caterina I Fanello
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | - Marie Onyamboko
- Kinshasa School of Public Health, University of KinshasaKinshasaDemocratic Republic of the Congo
| | - Thomas Peto
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | - Rupam Tripura
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | - Chanaki Amaratunga
- National Institute of Allergy and Infectious Diseases, National Institutes of HealthRockvilleUnited States
| | - Aung Myint Thu
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Shoklo Malaria Research UnitMae SotThailand
| | - Gilles Delmas
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Shoklo Malaria Research UnitMae SotThailand
| | - Jordi Landier
- Shoklo Malaria Research UnitMae SotThailand
- Aix-Marseille Université, INSERM, IRD, SESSTIM, Aix Marseille Institute of Public Health, ISSPAMMarseilleFrance
| | - Daniel M Parker
- Shoklo Malaria Research UnitMae SotThailand
- Susan and Henry Samueli College of Health Sciences, University of California, IrvineIrvineUnited States
| | | | - Dysoley Lek
- National Center for Parasitology, Entomology, and Malaria ControlPhnom PenhCambodia
| | - Seila Suon
- National Center for Parasitology, Entomology, and Malaria ControlPhnom PenhCambodia
| | - James Callery
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | | | | | - Sasithon Pukrittayakamee
- Faculty of Tropical Medicine, Mahidol UniversityBangkokThailand
- The Royal Society of ThailandBangkokThailand
| | - Aung Pyae Phyo
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Myanmar-Oxford Clinical Research UnitYangonMyanmar
| | - Frank Smithuis
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Myanmar-Oxford Clinical Research UnitYangonMyanmar
| | - Khin Lin
- Department of Medical ResearchPyin Oo LwinMyanmar
| | - Myo Thant
- Defence Services Medical Research CentreYangonMyanmar
| | | | | | | | | | | | | | - Neena Valecha
- National Institute of Malaria Research, Indian Council of Medical ResearchNew DelhiIndia
| | - Anupkumar R Anvikar
- National Institute of Malaria Research, Indian Council of Medical ResearchNew DelhiIndia
| | | | - Abul Faiz
- Malaria Research Group and Dev Care FoundationDhakaBangladesh
| | - Chanon Kunasol
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | | | - Mihir Kekre
- Wellcome Sanger InstituteHinxtonUnited Kingdom
| | - Mozam Ali
- Wellcome Sanger InstituteHinxtonUnited Kingdom
| | - Katie Love
- Wellcome Sanger InstituteHinxtonUnited Kingdom
| | | | - Anna E Jeffreys
- Wellcome Trust Centre for Human Genetics, University of OxfordOxfordUnited Kingdom
| | - Kate Rowlands
- Wellcome Trust Centre for Human Genetics, University of OxfordOxfordUnited Kingdom
| | - Christina S Hubbart
- Wellcome Trust Centre for Human Genetics, University of OxfordOxfordUnited Kingdom
| | - Mehul Dhorda
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
- Worldwide Antimalarial Resistance Network (WWARN), Asia Regional CentreBangkokThailand
| | - Ranitha Vongpromek
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
- Worldwide Antimalarial Resistance Network (WWARN), Asia Regional CentreBangkokThailand
| | - Namfon Kotanan
- Faculty of Tropical Medicine, Mahidol UniversityBangkokThailand
| | - Phrutsamon Wongnak
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | - Jacob Almagro Garcia
- MRC Centre for Genomics and Global Health, Big Data Institute, Oxford UniversityOxfordUnited Kingdom
| | - Richard D Pearson
- Wellcome Sanger InstituteHinxtonUnited Kingdom
- MRC Centre for Genomics and Global Health, Big Data Institute, Oxford UniversityOxfordUnited Kingdom
| | | | | | | | - T Nguyen
- Wellcome Sanger InstituteHinxtonUnited Kingdom
| | - Jim Stalker
- Wellcome Sanger InstituteHinxtonUnited Kingdom
| | - Ben Jeffery
- MRC Centre for Genomics and Global Health, Big Data Institute, Oxford UniversityOxfordUnited Kingdom
| | | | - Kimberly J Johnson
- Wellcome Sanger InstituteHinxtonUnited Kingdom
- MRC Centre for Genomics and Global Health, Big Data Institute, Oxford UniversityOxfordUnited Kingdom
| | | | - Xin Hui S Chan
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | | | | | - Victoria Simpson
- Wellcome Sanger InstituteHinxtonUnited Kingdom
- MRC Centre for Genomics and Global Health, Big Data Institute, Oxford UniversityOxfordUnited Kingdom
| | | | - Kirk Rockett
- Wellcome Sanger InstituteHinxtonUnited Kingdom
- Wellcome Trust Centre for Human Genetics, University of OxfordOxfordUnited Kingdom
| | - Nicholas P Day
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | - Arjen M Dondorp
- Centre for Tropical Medicine and Global Health, University of OxfordOxfordUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
| | - Dominic P Kwiatkowski
- Wellcome Sanger InstituteHinxtonUnited Kingdom
- MRC Centre for Genomics and Global Health, Big Data Institute, Oxford UniversityOxfordUnited Kingdom
| | - Olivo Miotto
- Wellcome Sanger InstituteHinxtonUnited Kingdom
- Mahidol-Oxford Tropical Medicine Research Unit, Mahidol UniversityBangkokThailand
- MRC Centre for Genomics and Global Health, Big Data Institute, Oxford UniversityOxfordUnited Kingdom
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Peto TJ, Tripura R, Sanann N, Adhikari B, Callery J, Droogleever M, Heng C, Cheah PY, Davoeung C, Nguon C, von Seidlein L, Dondorp AM, Pell C. The feasibility and acceptability of mass drug administration for malaria in Cambodia: a mixed-methods study. Trans R Soc Trop Med Hyg 2019; 112:264-271. [PMID: 29917147 PMCID: PMC6044409 DOI: 10.1093/trstmh/try053] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Accepted: 05/16/2018] [Indexed: 01/27/2023] Open
Abstract
Background Mass drug administrations (MDAs) are part of the World Health Organization’s Plasmodium falciparum elimination strategy for the Greater Mekong Subregion (GMS). In Cambodia, a 2015–2017 clinical trial evaluated the effectiveness of MDA. This article explores factors that influence the feasibility and acceptability of MDA, including seasonal timing, financial incentives and the delivery model. Methods Quantitative data were collected through structured questionnaires from the heads of 163 households. Qualitative data were collected through 25 semi-structured interviews and 5 focus group discussions with villagers and local health staff. Calendars of village activities were created and meteorological and malaria treatment records were collected. Results MDA delivered house-to-house or at a central point, with or without compensation, were equally acceptable and did not affect coverage. People who knew about the rationale for the MDA, asymptomatic infections and transmission were more likely to participate. In western Cambodia, MDA delivered house-to-house by volunteers at the end of the dry season may be most practicable but requires the subsequent treatment of in-migrants to prevent reintroduction of infections. Conclusions For MDA targeted at individual villages or village clusters it is important to understand local preferences for community mobilisation, delivery and timing, as several models of MDA are feasible.
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Affiliation(s)
- Thomas J Peto
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.,Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Rupam Tripura
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.,Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK.,Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
| | - Nou Sanann
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Bipin Adhikari
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.,Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - James Callery
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Mark Droogleever
- Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
| | - Chhouen Heng
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Phaik Yeong Cheah
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.,Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Chan Davoeung
- Battambang Provincial Health Department, Mohatep Street, Battambang, Cambodia
| | - Chea Nguon
- National Centre for Parasitology, Entomology and Malaria Control, 477 Betong, Khan Sen Sok, Phnom Penh, Cambodia
| | - Lorenz von Seidlein
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.,Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Arjen M Dondorp
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.,Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Christopher Pell
- Centre for Social Science and Global Health, University of Amsterdam, Amsterdam, The Netherlands.,Amsterdam Institute for Global Health and Development, Amsterdam, The Netherlands
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3
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Nofal SD, Peto TJ, Adhikari B, Tripura R, Callery J, Bui TM, von Seidlein L, Pell C. How can interventions that target forest-goers be tailored to accelerate malaria elimination in the Greater Mekong Subregion? A systematic review of the qualitative literature. Malar J 2019; 18:32. [PMID: 30709399 PMCID: PMC6359845 DOI: 10.1186/s12936-019-2666-5] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [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: 11/12/2018] [Accepted: 01/27/2019] [Indexed: 11/26/2022] Open
Abstract
Background Despite decreases in incidence and related mortality, malaria remains a major public health challenge in the Greater Mekong Sub-region (GMS). The emergence of artemisinin resistance threatens these gains and has prompted efforts to accelerate elimination in the region. In the GMS, transmission now clusters in hotspots along international borders and among high-risk populations, including forest-goers. To eliminate malaria in the region, interventions must target such hard-to-reach populations. This review provides a comprehensive overview of the qualitative research on behaviours and perceptions that influence uptake of and adherence to malaria interventions among forest-goers in the GMS. Methods A systematic search strategy was used to identify relevant sources, including database (OVID SP, PubMed, ISI Web of Knowledge) and bibliographic searches. Relevant findings from qualitative research methods were extracted and thematic analysis undertaken. Results Of 268 sources retrieved in searches twenty-two were reviewed. Most reported studies were conducted in Cambodia (n = 10), and were published after 2014 (n = 16). Four major themes emerged that are particularly relevant to the design of intervention packages targeted at forest-goers: (1) understanding of malaria and perceived risk; (2) preventive measures used when visiting the forest; (3) behaviours that put forest-goers at risk of infection; and, (4) malaria-related treatment seeking. There were notable differences across the reviewed articles that suggest the need for a locally tailored approach. Conclusion A more detailed characterization of forest activities is needed but research on this topic raises methodological challenges. Current vector control measures have limitations, with use of insecticidal-treated nets, hammocks and repellents influenced by the type of forest activities and the characteristics of these measures. In contrast, anti-malarial drugs, for example, as chemoprophylaxis, hold promise but require further evaluation. Electronic supplementary material The online version of this article (10.1186/s12936-019-2666-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Stephanie D Nofal
- Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK
| | - Thomas J Peto
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand. .,Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK.
| | - Bipin Adhikari
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.,Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Rupam Tripura
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.,Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - James Callery
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
| | - Thanh Mai Bui
- Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands
| | - Lorenz von Seidlein
- Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand.,Centre for Tropical Medicine and Global Health, Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
| | - Christopher Pell
- Centre for Social Sciences and Global Health, University of Amsterdam, Amsterdam, The Netherlands.,Amsterdam Institute for Global Health and Development, Amsterdam, The Netherlands
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