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Taylor-Salmon E, Hill V, Paul LM, Koch RT, Breban MI, Chaguza C, Sodeinde A, Warren JL, Bunch S, Cano N, Cone M, Eysoldt S, Garcia A, Gilles N, Hagy A, Heberlein L, Jaber R, Kassens E, Colarusso P, Davis A, Baudin S, Rico E, Mejía-Echeverri Á, Scott B, Stanek D, Zimler R, Muñoz-Jordán JL, Santiago GA, Adams LE, Paz-Bailey G, Spillane M, Katebi V, Paulino-Ramírez R, Mueses S, Peguero A, Sánchez N, Norman FF, Galán JC, Huits R, Hamer DH, Vogels CBF, Morrison A, Michael SF, Grubaugh ND. Travel surveillance uncovers dengue virus dynamics and introductions in the Caribbean. Nat Commun 2024; 15:3508. [PMID: 38664380 PMCID: PMC11045810 DOI: 10.1038/s41467-024-47774-8] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
Dengue is the most prevalent mosquito-borne viral disease in humans, and cases are continuing to rise globally. In particular, islands in the Caribbean have experienced more frequent outbreaks, and all four dengue virus (DENV) serotypes have been reported in the region, leading to hyperendemicity and increased rates of severe disease. However, there is significant variability regarding virus surveillance and reporting between islands, making it difficult to obtain an accurate understanding of the epidemiological patterns in the Caribbean. To investigate this, we used travel surveillance and genomic epidemiology to reconstruct outbreak dynamics, DENV serotype turnover, and patterns of spread within the region from 2009-2022. We uncovered two recent DENV-3 introductions from Asia, one of which resulted in a large outbreak in Cuba, which was previously under-reported. We also show that while outbreaks can be synchronized between islands, they are often caused by different serotypes. Our study highlights the importance of surveillance of infected travelers to provide a snapshot of local introductions and transmission in areas with limited local surveillance and suggests that the recent DENV-3 introductions may pose a major public health threat in the region.
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Affiliation(s)
- Emma Taylor-Salmon
- Department of Pediatrics, Yale School of Medicine, New Haven, CT, USA.
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA.
| | - Verity Hill
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Lauren M Paul
- Department of Biological Sciences, College of Arts and Sciences, Florida Gulf Coast University, Fort Myers, FL, USA
| | - Robert T Koch
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Mallery I Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Chrispin Chaguza
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Afeez Sodeinde
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Joshua L Warren
- Department of Biostatistics, Yale School of Public Health, New Haven, CT, USA
- Public Health Modeling Unit, Yale School of Public Health, New Haven, CT, USA
| | - Sylvia Bunch
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Natalia Cano
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Marshall Cone
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Sarah Eysoldt
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Alezaundra Garcia
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Nicadia Gilles
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Andrew Hagy
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Lea Heberlein
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Rayah Jaber
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Elizabeth Kassens
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Tampa, FL, USA
| | - Pamela Colarusso
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Jacksonville, FL, USA
| | - Amanda Davis
- Bureau of Public Health Laboratories, Division of Disease Control and Health Protection, Florida Department of Health, Jacksonville, FL, USA
| | - Samantha Baudin
- Florida Department of Health in Miami-Dade County, Miami, FL, USA
| | - Edhelene Rico
- Florida Department of Health in Miami-Dade County, Miami, FL, USA
| | | | - Blake Scott
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, FL, USA
| | - Danielle Stanek
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, FL, USA
| | - Rebecca Zimler
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, FL, USA
| | - Jorge L Muñoz-Jordán
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, San Juan, Puerto Rico
| | - Gilberto A Santiago
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, San Juan, Puerto Rico
| | - Laura E Adams
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, San Juan, Puerto Rico
| | - Gabriela Paz-Bailey
- Division of Vector-Borne Diseases, Centers for Disease Control and Prevention, San Juan, Puerto Rico
| | - Melanie Spillane
- Office of Data, Analytics, and Technology, Division of Global Migration Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
- Bureau for Global Health, United States Agency for International Development, Arlington, VA, USA
| | - Volha Katebi
- Office of Data, Analytics, and Technology, Division of Global Migration Health, Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Robert Paulino-Ramírez
- Instituto de Medicina Tropical & Salud Global, Universidad Iberoamericana, UNIBE Research Hub, Santo Domingo, Dominican Republic
| | - Sayira Mueses
- Instituto de Medicina Tropical & Salud Global, Universidad Iberoamericana, UNIBE Research Hub, Santo Domingo, Dominican Republic
| | - Armando Peguero
- Instituto de Medicina Tropical & Salud Global, Universidad Iberoamericana, UNIBE Research Hub, Santo Domingo, Dominican Republic
| | - Nelissa Sánchez
- Instituto de Medicina Tropical & Salud Global, Universidad Iberoamericana, UNIBE Research Hub, Santo Domingo, Dominican Republic
| | - Francesca F Norman
- National Referral Unit for Tropical Diseases, Infectious Diseases Department, CIBER de Enfermedades Infecciosas, IRYCIS, Hospital Ramón y Cajal, Universidad de Alcalá, Madrid, Spain
| | - Juan-Carlos Galán
- Microbiology Department, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), CIBER de Epidemiologia y Salud Publica (CIBERESP), Madrid, Spain
| | - Ralph Huits
- Department of Infectious Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
| | - Davidson H Hamer
- Department of Global Health, Boston University School of Public Health, Section of Infectious Diseases, Boston University School of Medicine, Center for Emerging Infectious Disease Policy and Research, Boston University, and National Emerging Infectious Disease Laboratory, Boston, MA, USA
| | - Chantal B F Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
- Yale Institute for Global Health, Yale University, New Haven, CT, USA
| | - Andrea Morrison
- Bureau of Epidemiology, Division of Disease Control and Health Protection, Florida Department of Health, Tallahassee, FL, USA.
| | - Scott F Michael
- Department of Biological Sciences, College of Arts and Sciences, Florida Gulf Coast University, Fort Myers, FL, USA.
| | - Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA.
- Public Health Modeling Unit, Yale School of Public Health, New Haven, CT, USA.
- Yale Institute for Global Health, Yale University, New Haven, CT, USA.
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA.
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Zhang L, Wang D, Shi P, Li J, Niu J, Chen J, Wang G, Wu L, Chen L, Yang Z, Li S, Meng J, Ruan F, He Y, Zhao H, Ren Z, Wang Y, Liu Y, Shi X, Wang Y, Liu Q, Li J, Wang P, Wang J, Zhu Y, Cheng G. A naturally isolated symbiotic bacterium suppresses flavivirus transmission by Aedes mosquitoes. Science 2024; 384:eadn9524. [PMID: 38669573 DOI: 10.1126/science.adn9524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 03/15/2024] [Indexed: 04/28/2024]
Abstract
The commensal microbiota of the mosquito gut plays a complex role in determining the vector competence for arboviruses. In this study, we identified a bacterium from the gut of field Aedes albopictus mosquitoes named Rosenbergiella sp. YN46 (Rosenbergiella_YN46) that rendered mosquitoes refractory to infection with dengue and Zika viruses. Inoculation of 1.6 × 103 colony forming units (CFUs) of Rosenbergiella_YN46 into A. albopictus mosquitoes effectively prevents viral infection. Mechanistically, this bacterium secretes glucose dehydrogenase (RyGDH), which acidifies the gut lumen of fed mosquitoes, causing irreversible conformational changes in the flavivirus envelope protein that prevent viral entry into cells. In semifield conditions, Rosenbergiella_YN46 exhibits effective transstadial transmission in field mosquitoes, which blocks transmission of dengue virus by newly emerged adult mosquitoes. The prevalence of Rosenbergiella_YN46 is greater in mosquitoes from low-dengue areas (52.9 to ~91.7%) than in those from dengue-endemic regions (0 to ~6.7%). Rosenbergiella_YN46 may offer an effective and safe lead for flavivirus biocontrol.
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Affiliation(s)
- Liming Zhang
- New Cornerstone Science Laboratory, Tsinghua University-Peking University Joint Center for Life Sciences, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
- Institute of Infectious Diseases, Shenzhen Bay Laboratory, Shenzhen 518000, China
- Institute of Pathogenic Organisms, Shenzhen Center for Disease Control and Prevention, Shenzhen 518055, China
| | - Daxi Wang
- Shenzhen Key Laboratory of Unknown Pathogen Identification, BGI Research, Shenzhen 518083, China
| | - Peibo Shi
- Shenzhen Key Laboratory of Unknown Pathogen Identification, BGI Research, Shenzhen 518083, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Juzhen Li
- New Cornerstone Science Laboratory, Tsinghua University-Peking University Joint Center for Life Sciences, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
| | - Jichen Niu
- New Cornerstone Science Laboratory, Tsinghua University-Peking University Joint Center for Life Sciences, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
| | - Jielong Chen
- New Cornerstone Science Laboratory, Tsinghua University-Peking University Joint Center for Life Sciences, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
| | - Gang Wang
- New Cornerstone Science Laboratory, Tsinghua University-Peking University Joint Center for Life Sciences, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
| | - Linjuan Wu
- New Cornerstone Science Laboratory, Tsinghua University-Peking University Joint Center for Life Sciences, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
| | - Lu Chen
- New Cornerstone Science Laboratory, Tsinghua University-Peking University Joint Center for Life Sciences, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
| | - Zhenxing Yang
- Yunnan Tropical and Subtropical Animal Viral Disease Laboratory, Yunnan Animal Science and Veterinary Institute, Kunming, Yunnan 650000, China
| | - Susheng Li
- Yunnan Tropical and Subtropical Animal Viral Disease Laboratory, Yunnan Animal Science and Veterinary Institute, Kunming, Yunnan 650000, China
| | - Jinxin Meng
- Yunnan Tropical and Subtropical Animal Viral Disease Laboratory, Yunnan Animal Science and Veterinary Institute, Kunming, Yunnan 650000, China
| | - Fangchao Ruan
- Kunming Medical University, Kunming, Yunnan 650000, China
| | - Yuwen He
- Yunnan Tropical and Subtropical Animal Viral Disease Laboratory, Yunnan Animal Science and Veterinary Institute, Kunming, Yunnan 650000, China
| | - Hailong Zhao
- Shenzhen Key Laboratory of Unknown Pathogen Identification, BGI Research, Shenzhen 518083, China
| | - Zirui Ren
- Shenzhen Key Laboratory of Unknown Pathogen Identification, BGI Research, Shenzhen 518083, China
| | - Yibaina Wang
- China National Center for Food Safety Risk Assessment, Beijing 100022, China
| | - Yang Liu
- Institute of Infectious Diseases, Shenzhen Bay Laboratory, Shenzhen 518000, China
| | - Xiaolu Shi
- Institute of Pathogenic Organisms, Shenzhen Center for Disease Control and Prevention, Shenzhen 518055, China
| | - Yunfu Wang
- Institute of Neuroscience, Hubei University of Medicine, Shiyan, Hubei 442000, China
| | - Qiyong Liu
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China
| | - Junhua Li
- Shenzhen Key Laboratory of Unknown Pathogen Identification, BGI Research, Shenzhen 518083, China
| | - Penghua Wang
- Department of Immunology, School of Medicine, University of Connecticut Health Center, Farmington, CT 06030, USA
| | - Jinglin Wang
- Yunnan Tropical and Subtropical Animal Viral Disease Laboratory, Yunnan Animal Science and Veterinary Institute, Kunming, Yunnan 650000, China
| | - Yibin Zhu
- New Cornerstone Science Laboratory, Tsinghua University-Peking University Joint Center for Life Sciences, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
- Institute of Pathogenic Organisms, Shenzhen Center for Disease Control and Prevention, Shenzhen 518055, China
| | - Gong Cheng
- New Cornerstone Science Laboratory, Tsinghua University-Peking University Joint Center for Life Sciences, School of Basic Medical Sciences, Tsinghua University, Beijing 100084, China
- Institute of Infectious Diseases, Shenzhen Bay Laboratory, Shenzhen 518000, China
- Institute of Pathogenic Organisms, Shenzhen Center for Disease Control and Prevention, Shenzhen 518055, China
- Southwest United Graduate School, Kunming 650092, China
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Gómez M, Martínez D, Páez-Triana L, Luna N, Ramírez A, Medina J, Cruz-Saavedra L, Hernández C, Castañeda S, Bohórquez Melo R, Suarez LA, Palma-Cuero M, Murcia LM, González Páez L, Estrada Bustos L, Medina MA, Ariza Campo K, Padilla HD, Zamora Flórez A, De las Salas JL, Muñoz M, Ramírez JD. Influence of dengue virus serotypes on the abundance of Aedes aegypti insect-specific viruses (ISVs). J Virol 2024; 98:e0150723. [PMID: 38095414 PMCID: PMC10804971 DOI: 10.1128/jvi.01507-23] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 11/13/2023] [Indexed: 01/24/2024] Open
Abstract
A comprehensive understanding of the virome in mosquito vectors is crucial for assessing the potential transmission of viral agents, designing effective vector control strategies, and advancing our knowledge of insect-specific viruses (ISVs). In this study, we utilized Oxford Nanopore Technologies metagenomics to characterize the virome of Aedes aegypti mosquitoes collected in various regions of Colombia, a country hyperendemic for dengue virus (DENV). Analyses were conducted on groups of insects with previous natural DENV infection (DENV-1 and DENV-2 serotypes), as well as mosquito samples that tested negative for virus infection (DENV-negative). Our findings indicate that the Ae. aegypti virome exhibits a similar viral composition at the ISV family and species levels in both DENV-positive and DENV-negative samples across all study sites. However, differences were observed in the relative abundance of viral families such as Phenuiviridae, Partitiviridae, Flaviviridae, Rhabdoviridae, Picornaviridae, Bromoviridae, and Virgaviridae, depending on the serotype of DENV-1 and DENV-2. In addition, ISVs are frequently found in the core virome of Ae. aegypti, such as Phasi Charoen-like phasivirus (PCLV), which was the most prevalent and showed variable abundance in relation to the presence of specific DENV serotypes. Phylogenetic analyses of the L, M, and S segments of the PCLV genome are associated with sequences from different regions of the world but show close clustering with sequences from Brazil and Guadeloupe, indicating a shared evolutionary relationship. The profiling of the Ae. aegypti virome in Colombia presented here improves our understanding of viral diversity within mosquito vectors and provides information that opens the way to possible connections between ISVs and arboviruses. Future studies aimed at deepening our understanding of the mechanisms underlying the interactions between ISVs and DENV serotypes in Ae. aegypti could provide valuable information for the design of effective vector-borne viral disease control and prevention strategies.IMPORTANCEIn this study, we employed a metagenomic approach to characterize the virome of Aedes aegypti mosquitoes, with and without natural DENV infection, in several regions of Colombia. Our findings indicate that the mosquito virome is predominantly composed of insect-specific viruses (ISVs) and that infection with different DENV serotypes (DENV-1 and DENV-2) could lead to alterations in the relative abundance of viral families and species constituting the core virome in Aedes spp. The study also sheds light on the identification of the genome and evolutionary relationships of the Phasi Charoen-like phasivirus in Ae. aegypti in Colombia, a widespread ISV in areas with high DENV incidence.
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Affiliation(s)
- Marcela Gómez
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogota, Colombia
- Grupo de Investigación en Ciencias Básicas (NÚCLEO), Facultad de Ciencias e Ingeniería, Universidad de Boyacá, Tunja, Colombia
| | - David Martínez
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogota, Colombia
| | - Luisa Páez-Triana
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogota, Colombia
| | - Nicolás Luna
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogota, Colombia
| | - Angie Ramírez
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogota, Colombia
| | - Julián Medina
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogota, Colombia
| | - Lissa Cruz-Saavedra
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogota, Colombia
| | - Carolina Hernández
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogota, Colombia
- Centro de Tecnología en Salud (CETESA), Innovaseq SAS, Bogotá, Colombia
| | - Sergio Castañeda
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogota, Colombia
| | - Ramiro Bohórquez Melo
- Grupo de Estudios en Salud Pública de la Amazonía, Laboratorio de Salud Pública de Amazonas, Leticia, Colombia
| | - Luis Alejandro Suarez
- Grupo de Estudios en Salud Pública de la Amazonía, Laboratorio de Salud Pública de Amazonas, Leticia, Colombia
| | - Mónica Palma-Cuero
- Grupo de Estudios en Salud Pública de la Amazonía, Laboratorio de Salud Pública de Amazonas, Leticia, Colombia
| | - Luz Mila Murcia
- Grupo de Estudios en Salud Pública de la Amazonía, Laboratorio de Salud Pública de Amazonas, Leticia, Colombia
| | | | | | | | | | | | | | | | - Marina Muñoz
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogota, Colombia
| | - Juan David Ramírez
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogota, Colombia
- Department of Pathology, Molecular and Cell-Based Medicine, Molecular Microbiology Laboratory, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Colston JM. Elucidating the Impacts of Climate on Dengue Transmission Through Mathematical Models: New Evidence From a Recent Outbreak on the Island of Réunion. J Infect Dis 2024; 229:1-3. [PMID: 37988607 DOI: 10.1093/infdis/jiad473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2023] Open
Affiliation(s)
- Josh M Colston
- Division of Infectious Diseases and International Health, University of Virginia School of Medicine, 345 Crispell Drive, Building MR-6, Charlottesville, Virginia
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Khan SA, Bordoloi S, Shah A, Baidya S. Assessment of larval and pupal indices of dengue mosquito vectors in a North-Eastern state of Tripura, India. J Vector Borne Dis 2024; 61:101-106. [PMID: 38648411 DOI: 10.4103/0972-9062.392268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 08/28/2023] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND OBJECTIVES Dengue is a major vector-borne disease having public health importance. It is caused by Dengue Virus (DENV) and is transmitted by mosquitoes of Aedes species. With the unavailability of a vaccine, vector control remains the only preventive measure for dengue. Studies have already been conducted to establish the presence of dengue vectors in the north-eastern states of India. However, limited studies have been conducted in Tripura state. In the present study we aimed to identify the preferred breeding habitats of dengue vectors in the state. METHODS Clinical case data of dengue since the last five years was studied and the areas with the highest case numbers were identified. Entomological investigation was carried out in areas reporting the highest number of cases. Larvae were collected from the breeding habitats using standard protocol followed by morphological and molecular identification. Further, House index (HI), Container index (CI) and Pupal index (PI) were determined. The positive pools were then processed for incrimination for the presence of dengue virus. Calculation of entomological indices was done. RESULTS Of the total 815 containers searched, 36.80% containers were positive for mosquito larvae. Among the immature mosquito collection, 836 adults emerged and were identified as Aedes albopictus using standard taxonomic keys followed by molecular methods. HI, CI and PI, varied from 15.38% to 100%, 21% to 31.04 %, and 2.93% to 110.53% respectively. However, none of the pools was positive for dengue virus. INTERPRETATION CONCLUSION The present study identified Ae. albopictus as a potential vector of dengue in Tripura. The study gave important insights on the preferred larval habitats and provides information on the indication of displacement of Ae. albopictus from rural to urban and semi-urban areas. However, longitudinal studies for longer time frame are necessary for any conclusive remarks.
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Affiliation(s)
- Siraj Ahmed Khan
- Division of Medical entomology, Arbovirology and Rickettsial Diseases, Indian Council of Medical Research-Regional Medical Research Centre, Dibrugarh, Assam, India
| | - Smita Bordoloi
- Division of Medical entomology, Arbovirology and Rickettsial Diseases, Indian Council of Medical Research-Regional Medical Research Centre, Dibrugarh, Assam, India
- Department of Life Sciences, Dibrugarh University, Dibrugarh, Assam, India
| | - Anisha Shah
- Division of Medical entomology, Arbovirology and Rickettsial Diseases, Indian Council of Medical Research-Regional Medical Research Centre, Dibrugarh, Assam, India
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Lenharo M. Dengue is spreading. Can new vaccines and antivirals halt its rise? Nature 2023; 623:470. [PMID: 37935865 DOI: 10.1038/d41586-023-03453-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2023]
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8
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Lenharo M. Massive mosquito factory in Brazil aims to halt dengue. Nature 2023; 616:637-638. [PMID: 37059855 DOI: 10.1038/d41586-023-01266-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/16/2023]
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9
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Reyna-Lara A, Soriano-Paños D, Arias-Castro JH, Martínez HJ, Gómez-Gardeñes J. A metapopulation approach to identify targets for Wolbachia-based dengue control. Chaos 2022; 32:041105. [PMID: 35489839 DOI: 10.1063/5.0087435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Accepted: 03/09/2022] [Indexed: 06/14/2023]
Abstract
Over the last decade, the release of Wolbachia-infected Aedes aegypti into the natural habitat of this mosquito species has become the most sustainable and long-lasting technique to prevent and control vector-borne diseases, such as dengue, zika, or chikungunya. However, the limited resources to generate such mosquitoes and their effective distribution in large areas dominated by the Aedes aegypti vector represent a challenge for policymakers. Here, we introduce a mathematical framework for the spread of dengue in which competition between wild and Wolbachia-infected mosquitoes, the cross-contagion patterns between humans and vectors, the heterogeneous distribution of the human population in different areas, and the mobility flows between them are combined. Our framework allows us to identify the most effective areas for the release of Wolbachia-infected mosquitoes to achieve a large decrease in the global dengue prevalence.
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Affiliation(s)
- A Reyna-Lara
- GOTHAM Lab, Institute for Biocomputation and Physics of Complex Systems (BIFI) and Departamento de Física de la Materia Condensada, University of Zaragoza, 50018 Zaragoza, Spain
| | - D Soriano-Paños
- GOTHAM Lab, Institute for Biocomputation and Physics of Complex Systems (BIFI) and Departamento de Física de la Materia Condensada, University of Zaragoza, 50018 Zaragoza, Spain
| | - J H Arias-Castro
- Department of Mathematics, Universidad del Valle, 760032 Santiago de Cali, Colombia
| | - H J Martínez
- Department of Mathematics, Universidad del Valle, 760032 Santiago de Cali, Colombia
| | - J Gómez-Gardeñes
- GOTHAM Lab, Institute for Biocomputation and Physics of Complex Systems (BIFI) and Departamento de Física de la Materia Condensada, University of Zaragoza, 50018 Zaragoza, Spain
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Huynh TTT, Minakawa N. A comparative study of dengue virus vectors in major parks and adjacent residential areas in Ho Chi Minh City, Vietnam. PLoS Negl Trop Dis 2022; 16:e0010119. [PMID: 35020732 PMCID: PMC8789112 DOI: 10.1371/journal.pntd.0010119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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] [Received: 07/14/2021] [Revised: 01/25/2022] [Accepted: 12/21/2021] [Indexed: 11/23/2022] Open
Abstract
The primary dengue virus vectors, Aedes aegypti and Aedes albopictus, are primarily daytime biting mosquitoes. The risk of infection is suspected to be considerable in urban parks due to visitor traffic. Despite the importance of vector control for reducing dengue transmission, little information is available on vector populations in urban parks. The present study characterized mosquito habitats and estimated vector densities in the major urban parks in Ho Chi Minh City, Vietnam and compared them with those in adjacent residential areas. The prevalences of habitats where Aedes larvae were found were 43% and 9% for the parks and residential areas, respectively. The difference was statistically significant (prevalence ratio [PR]: 5.00, 95% CI: 3.85–6.49). The prevalences of positive larval habitats were significantly greater in the parks for both species than the residential areas (PR: 1.52, 95% CI: 1.04–2.22 for A. aegypti, PR: 10.10, 95% CI: 7.23–14.12 for A. albopictus). Larvae of both species were positively associated with discarded containers and planters. Aedes albopictus larvae were negatively associated with indoor habitats, but positively associated with vegetation shade. The adult density of A. aegypti was significantly less in the parks compared with the residential areas (rate ratio [RR]; 0.09, 95% CI: 0.05–0.16), while the density of A. albopictus was significantly higher in the parks (RR: 9.99, 95% CI: 6.85–14.59). When the species were combined, the density was significantly higher in the parks (RR: 2.50, 95% CI: 1.92–3.25). The urban parks provide suitable environment for Aedes mosquitoes, and A. albopictus in particular. Virus vectors are abundant in the urban parks, and the current vector control programs need to have greater consideration of urban parks. The primary dengue virus vectors, Aedes aegypti and Aedes albopictus, are primarily daytime biting mosquitoes and therefore the risk of infection may be considerable in urban parks due to human foot traffic. Prior to the present study little information was available on vector populations in urban parks. Here we describe that larvae of both species were positively associated with discarded containers and planters. Aedes albopictus larvae were negatively associated with indoor habitats, but positively associated with vegetation shade. Aedes albopictus was predominant in the urban parks while A. aegypti was predominant in adjacent residential areas. When the species were combined the density of vectors was greater in the urban parks. The current vector control programs need to take into consideration vector intensity within urban parks.
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Affiliation(s)
- Trang Thi Thuy Huynh
- Department of Medical Entomology and Zoonotics, Pasteur Institute in Ho Chi Minh City, Ho Chi Minh City, Vietnam
- Institute of Tropical Medicine (NEKKEN), Nagasaki University, Nagasaki, Japan
- Graduate School of Biomedical Sciences, Nagasaki University, Nagasaki, Japan
| | - Noboru Minakawa
- Institute of Tropical Medicine (NEKKEN), Nagasaki University, Nagasaki, Japan
- * E-mail:
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11
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Ong J, Soh S, Ho SH, Seah A, Dickens BS, Tan KW, Koo JR, Cook AR, Richards DR, Gaw LYF, Ng LC, Lim JT. Fine-scale estimation of effective reproduction numbers for dengue surveillance. PLoS Comput Biol 2022; 18:e1009791. [PMID: 35051176 PMCID: PMC8836367 DOI: 10.1371/journal.pcbi.1009791] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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: 09/15/2021] [Revised: 02/11/2022] [Accepted: 12/29/2021] [Indexed: 12/25/2022] Open
Abstract
The effective reproduction number Rt is an epidemiological quantity that provides an instantaneous measure of transmission potential of an infectious disease. While dengue is an increasingly important vector-borne disease, few have used Rt as a measure to inform public health operations and policy for dengue. This study demonstrates the utility of Rt for real time dengue surveillance. Using nationally representative, geo-located dengue case data from Singapore over 2010–2020, we estimated Rt by modifying methods from Bayesian (EpiEstim) and filtering (EpiFilter) approaches, at both the national and local levels. We conducted model assessment of Rt from each proposed method and determined exogenous temporal and spatial drivers for Rt in relation to a wide range of environmental and anthropogenic factors. At the national level, both methods achieved satisfactory model performance (R2EpiEstim = 0.95, R2EpiFilter = 0.97), but disparities in performance were large at finer spatial scales when case counts are low (MASE EpiEstim = 1.23, MASEEpiFilter = 0.59). Impervious surfaces and vegetation with structure dominated by human management (without tree canopy) were positively associated with increased transmission intensity. Vegetation with structure dominated by human management (with tree canopy), on the other hand, was associated with lower dengue transmission intensity. We showed that dengue outbreaks were preceded by sustained periods of high transmissibility, demonstrating the potential of Rt as a dengue surveillance tool for detecting large rises in dengue cases. Real time estimation of Rt at the fine scale can assist public health agencies in identifying high transmission risk areas and facilitating localised outbreak preparedness and response. The effective reproduction number Rt is an epidemiological quantity that provides an instantaneous measure of transmission potential of an infectious disease. While dengue is an increasingly important vector-borne disease, few have used Rt as a measure to inform public health operations and policy for dengue. This study demonstrates the utility of Rt for real time dengue surveillance. Using nationally representative, geo-located dengue case data from Singapore over 2010–2020, we estimated Rt by modifying methods from Bayesian (EpiEstim) and filtering (EpiFilter) approaches, at both the national and local levels. We conducted model assessment of Rt from each proposed method and determined exogenous temporal and spatial drivers for Rt in relation to a wide range of environmental and anthropogenic factors. At the national level, both methods achieved high accuracy, but disparities in performance were large at finer spatial scales when case counts are low. This study demonstrates the potential of Rt as a dengue surveillance tool for detecting large rises in dengue cases. Real time estimation of Rt at the fine scale can assist public health agencies in identifying high transmission risk areas and facilitating localised outbreak preparedness and response.
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Affiliation(s)
- Janet Ong
- Environmental Health Institute, National Environment Agency, Singapore
| | - Stacy Soh
- Environmental Health Institute, National Environment Agency, Singapore
| | - Soon Hoe Ho
- Environmental Health Institute, National Environment Agency, Singapore
| | - Annabel Seah
- Environmental Health Institute, National Environment Agency, Singapore
| | - Borame Sue Dickens
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Ken Wei Tan
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Joel Ruihan Koo
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Alex R. Cook
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | | | - Leon Yan-Feng Gaw
- School of Design and Environment, National University of Singapore, Singapore
| | - Lee Ching Ng
- Environmental Health Institute, National Environment Agency, Singapore
- School of Biological Sciences, Nanyang Technological University, Singapore
| | - Jue Tao Lim
- Environmental Health Institute, National Environment Agency, Singapore
- Saw Swee Hock School of Public Health, National University of Singapore, Singapore
- * E-mail:
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12
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Mancini MV, Ant TH, Herd CS, Martinez J, Murdochy SM, Gingell DD, Mararo E, Johnson PCD, Sinkins SP. High Temperature Cycles Result in Maternal Transmission and Dengue Infection Differences Between Wolbachia Strains in Aedes aegypti. mBio 2021; 12:e0025021. [PMID: 34749528 PMCID: PMC8576525 DOI: 10.1128/mbio.00250-21] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [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: 01/29/2021] [Accepted: 09/30/2021] [Indexed: 11/28/2022] Open
Abstract
Environmental factors play a crucial role in the population dynamics of arthropod endosymbionts, and therefore in the deployment of Wolbachia symbionts for the control of dengue arboviruses. The potential of Wolbachia to invade, persist, and block virus transmission depends in part on its intracellular density. Several recent studies have highlighted the importance of larval rearing temperature in modulating Wolbachia densities in adults, suggesting that elevated temperatures can severely impact some strains, while having little effect on others. The effect of a replicated tropical heat cycle on Wolbachia density and levels of virus blocking was assessed using Aedes aegypti lines carrying strains wMel and wAlbB, two Wolbachia strains currently used for dengue control. Impacts on intracellular density, maternal transmission fidelity, and dengue inhibition capacity were observed for wMel. In contrast, wAlbB-carrying Ae. aegypti maintained a relatively constant intracellular density at high temperatures and conserved its capacity to inhibit dengue. Following larval heat treatment, wMel showed a degree of density recovery in aging adults, although this was compromised by elevated air temperatures. IMPORTANCE In the past decades, dengue incidence has dramatically increased all over the world. An emerging dengue control strategy utilizes Aedes aegypti mosquitoes artificially transinfected with the bacterial symbiont Wolbachia, with the ultimate aim of replacing wild mosquito populations. However, the rearing temperature of mosquito larvae is known to impact on some Wolbachia strains. In this study, we compared the effects of a temperature cycle mimicking natural breeding sites in tropical climates on two Wolbachia strains, currently used for open field trials. When choosing the Wolbachia strain to be used in a dengue control program it is important to consider the effects of environmental temperatures on invasiveness and virus inhibition. These results underline the significance of understanding the impact of environmental factors on released mosquitoes, in order to ensure the most efficient strategy for dengue control.
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Affiliation(s)
| | - Thomas H. Ant
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK
| | - Christie S. Herd
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK
| | - Julien Martinez
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK
| | | | | | - Enock Mararo
- MRC-University of Glasgow Centre for Virus Research, Glasgow, UK
| | - Paul C. D. Johnson
- Institute of Biodiversity, Animal Health and Comparative Medicine, University of Glasgow, Glasgow, UK
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13
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Benitez-Valladares D, Kroeger A, Tejeda GS, Hussain-Alkhateeb L. Validation of the Early Warning and Response System (EWARS) for dengue outbreaks: Evidence from the national vector control program in Mexico. PLoS Negl Trop Dis 2021; 15:e0009261. [PMID: 34914703 PMCID: PMC8717980 DOI: 10.1371/journal.pntd.0009261] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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] [Received: 02/18/2021] [Revised: 12/30/2021] [Accepted: 11/14/2021] [Indexed: 11/19/2022] Open
Abstract
Background During 2017, twenty health districts (locations) implemented a dengue outbreak Early Warning and Response System (EWARS) in Mexico, which processes epidemiological, meteorological and entomological alarm indicators to predict dengue outbreaks and triggers early response activities. Out of the 20 priority districts where more than one fifth of all national disease transmission in Mexico occur, eleven districts were purposely selected and analyzed. Nine districts presented outbreak alarms by EWARS but without subsequent outbreaks (“non-outbreak districts”) and two presented alarms with subsequent dengue outbreaks (“outbreak districts”). This evaluation study assesses and compares the impact of alarm-informed response activities and the consequences of failing a timely and adequate response across the outbreak groups. Methods Five indicators of dengue outbreak response (larval control, entomological studies with water container interventions, focal spraying and indoor residual spraying) were quantitatively analyzed across two groups (”outbreak districts” and “non-outbreak districts”). However, for quality control purposes, only qualitative concluding remarks were derived from the fifth response indicator (fogging). Results The average coverage of vector control responses was significantly higher in non-outbreak districts and across all four indicators. In the “outbreak districts” the response activities started late and were of much lower intensity compared to “non-outbreak districts”. Vector control teams at districts-level demonstrated diverse levels of compliance with local guidelines for ‘initial’, ‘early’ and ‘late’ responses to outbreak alarms, which could potentially explain the different outcomes observed following the outbreak alarms. Conclusion Failing timely and adequate response of alarm signals generated by EWARS showed to negatively impact the disease outbreak control process. On the other hand, districts with adequate and timely response guided by alarm signals demonstrated successful records of outbreak prevention. This study presents important operational scenarios when failing or successding EWARS but warrants investigating the effectiveness and cost-effectiveness of EWARS using a more robust designs. While the Early Warning and Response System (EWARS) for dengue and other vector-borne diseases has significantly advanced in methodologies and applications in more recent time, evidence from the field on the implications of EWARS in the context of vector control and response is still rare. Assessing the effectiveness (and cost) of EWARS in reducing or mitigating disease outbreaks entails complex study designs, including randomized controlled trials. This study employs a pragmatic validation design; comparing groups of outbreak and non-outbreak districts from the Mexican national vector control and response program for dengue, all districts with implemented EWARS and generated alerts. The study authors have illustrated and discussed important operational implications when failing or succeeding timely and adequate response to EWARS alerts, revealing that responding to EWARS alerts in time and space, during or beyond the routine vector control and response process can significantly reduce unnecessary outbreaks and hospitalizations.
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Affiliation(s)
- David Benitez-Valladares
- Programa de Enfermedades Transmitidas por Vector, Centro Nacional de Programas Preventivos y Control de Enfermedades, CENAPRECE, Secretaría de Salud de México, Ciudad de México, México
| | - Axel Kroeger
- Special Programme for Research and Training in Tropical Diseases (TDR) at the World Health Organization in Geneva, Geneva, Switzerland
- Albert-Ludwigs-University Freiburg, Master Programme Global Urban Health, Freiburg, Germany
| | - Gustavo Sánchez Tejeda
- Programa de Enfermedades Transmitidas por Vector, Centro Nacional de Programas Preventivos y Control de Enfermedades, CENAPRECE, Secretaría de Salud de México, Ciudad de México, México
| | - Laith Hussain-Alkhateeb
- Global Health, School of Public Health and Community Medicine, Sahlgrenska Academy, University of Gothenburg, Sweden
- * E-mail:
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14
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Islam MT, Quispe C, Herrera-Bravo J, Sarkar C, Sharma R, Garg N, Fredes LI, Martorell M, Alshehri MM, Sharifi-Rad J, Daştan SD, Calina D, Alsafi R, Alghamdi S, Batiha GES, Cruz-Martins N. Production, Transmission, Pathogenesis, and Control of Dengue Virus: A Literature-Based Undivided Perspective. Biomed Res Int 2021; 2021:4224816. [PMID: 34957305 PMCID: PMC8694986 DOI: 10.1155/2021/4224816] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 11/11/2021] [Accepted: 11/26/2021] [Indexed: 12/18/2022]
Abstract
Dengue remains one of the most serious and widespread mosquito-borne viral infections in human beings, with serious health problems or even death. About 50 to 100 million people are newly infected annually, with almost 2.5 billion people living at risk and resulting in 20,000 deaths. Dengue virus infection is especially transmitted through bites of Aedes mosquitos, hugely spread in tropical and subtropical environments, mostly found in urban and semiurban areas. Unfortunately, there is no particular therapeutic approach, but prevention, adequate consciousness, detection at earlier stage of viral infection, and appropriate medical care can lower the fatality rates. This review offers a comprehensive view of production, transmission, pathogenesis, and control measures of the dengue virus and its vectors.
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Affiliation(s)
- Muhammad Torequl Islam
- Department of Pharmacy, Life Science Faculty, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj (Dhaka)8100, Bangladesh
| | - Cristina Quispe
- Facultad de Ciencias de la Salud, Universidad Arturo Prat, Avda. Arturo Prat 2120, Iquique 1110939, Chile
| | - Jesús Herrera-Bravo
- Departamento de Ciencias Básicas, Facultad de Ciencias, Universidad Santo Tomas, Chile
- Center of Molecular Biology and Pharmacogenetics, Scientific and Technological Bioresource Nucleus, Universidad de La Frontera, Temuco 4811230, Chile
| | - Chandan Sarkar
- Department of Pharmacy, Life Science Faculty, Bangabandhu Sheikh Mujibur Rahman Science and Technology University, Gopalganj (Dhaka)8100, Bangladesh
| | - Rohit Sharma
- Department of Rasa Shastra & Bhaishajya Kalpana, Faculty of Ayurveda, Institute of Medical Sciences, Banaras Hindu University, Varanasi-221005, Uttar Pradesh, India
| | - Neha Garg
- Department of Medicinal Chemistry, Institute of Medical Sciences, Banaras Hindu University, Varanasi-221005, Uttar Pradesh, India
| | | | - Miquel Martorell
- Department of Nutrition and Dietetics, Faculty of Pharmacy, and Centre for Healthy Living, University of Concepción, 4070386 Concepción, Chile
- Universidad de Concepción, Unidad de Desarrollo Tecnológico, UDT, Concepción 4070386, Chile
| | - Mohammed M. Alshehri
- Pharmaceutical Care Department, Ministry of National Guard-Health Affairs, Riyadh, Saudi Arabia
| | | | - Sevgi Durna Daştan
- Department of Biology, Faculty of Science, Sivas Cumhuriyet University, 58140 Sivas, Turkey
- Beekeeping Development Application and Research Center, Sivas Cumhuriyet University, 58140 Sivas, Turkey
| | - Daniela Calina
- Department of Clinical Pharmacy, University of Medicine and Pharmacy of Craiova, 200349 Craiova, Romania
| | - Radi Alsafi
- Laboratory Medicine Department, Faculty of Applied Medical Sciences, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Saad Alghamdi
- Laboratory Medicine Department, Faculty of Applied Medical Sciences, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Gaber El-Saber Batiha
- Department of Pharmacology and Therapeutics, Faculty of Veterinary Medicine, Damanhour University, Damanhour, Egypt
| | - Natália Cruz-Martins
- Faculty of Medicine, University of Porto, Porto, Portugal
- Institute for Research and Innovation in Health (i3S), University of Porto, Porto, Portugal
- Institute of Research and Advanced Training in Health Sciences and Technologies (CESPU), Rua Central de Gandra, 1317, 4585-116 Gandra PRD, Portugal
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15
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Chakraborti S, Chhibber-Goel J, Sharma A. Drug targeting of aminoacyl-tRNA synthetases in Anopheles species and Aedes aegypti that cause malaria and dengue. Parasit Vectors 2021; 14:605. [PMID: 34895309 PMCID: PMC8665550 DOI: 10.1186/s13071-021-05106-5] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 11/19/2021] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Mosquito-borne diseases have a devastating impact on human civilization. A few species of Anopheles mosquitoes are responsible for malaria transmission, and while there has been a reduction in malaria-related deaths worldwide, growing insecticide resistance is a cause for concern. Aedes mosquitoes are known vectors of viral infections, including dengue, yellow fever, chikungunya, and Zika. Aminoacyl-tRNA synthetases (aaRSs) are key players in protein synthesis and are potent anti-infective drug targets. The structure-function activity relationship of aaRSs in mosquitoes (in particular, Anopheles and Aedes spp.) remains unexplored. METHODS We employed computational techniques to identify aaRSs from five different mosquito species (Anopheles culicifacies, Anopheles stephensi, Anopheles gambiae, Anopheles minimus, and Aedes aegypti). The VectorBase database ( https://vectorbase.org/vectorbase/app ) and web-based tools were utilized to predict the subcellular localizations (TargetP-2.0, UniProt, DeepLoc-1.0), physicochemical characteristics (ProtParam), and domain arrangements (PfAM, InterPro) of the aaRSs. Structural models for prolyl (PRS)-, and phenylalanyl (FRS)-tRNA synthetases-were generated using the I-TASSER and Phyre protein modeling servers. RESULTS Among the vector species, a total of 37 (An. gambiae), 37 (An. culicifacies), 37 (An. stephensi), 37 (An. minimus), and 35 (Ae. aegypti) different aaRSs were characterized within their respective mosquito genomes. Sequence identity amongst the aaRSs from the four Anopheles spp. was > 80% and in Ae. aegypti was > 50%. CONCLUSIONS Structural analysis of two important aminoacyl-tRNA synthetases [prolyl (PRS) and phenylanalyl (FRS)] of Anopheles spp. suggests structural and sequence similarity with potential antimalarial inhibitor [halofuginone (HF) and bicyclic azetidine (BRD1369)] binding sites. This suggests the potential for repurposing of these inhibitors against the studied Anopheles spp. and Ae. aegypti.
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Affiliation(s)
| | - Jyoti Chhibber-Goel
- Molecular Medicine, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Amit Sharma
- Molecular Medicine Group, National Institute of Malaria Research, New Delhi, India
- Molecular Medicine, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
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16
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Paradkar PN, Sahasrabudhe PR, Ghag Sawant M, Mukherjee S, Blasdell KR. Towards Integrated Management of Dengue in Mumbai. Viruses 2021; 13:2436. [PMID: 34960705 PMCID: PMC8703503 DOI: 10.3390/v13122436] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 11/15/2021] [Revised: 11/30/2021] [Accepted: 12/01/2021] [Indexed: 12/15/2022] Open
Abstract
With increasing urbanisation, the dengue disease burden is on the rise in India, especially in large cities such as Mumbai. Current dengue surveillance in Mumbai includes municipal corporation carrying out specific activities to reduce mosquito breeding sites and the use of insecticides to suppress the adult mosquito populations. Clinical cases remain either underreported or misreported due to the restriction to government clinics, missing the large private health care sector. There is a need for an integrated approach to manage dengue outbreaks in Mumbai. There are various novel strategies available for use that can be utilised to improve disease detection, mosquito surveillance, and control of mosquito-borne diseases. These novel technologies are discussed in this manuscript. Given the complex ecosystem of mosquito-borne diseases in Mumbai, integrating data obtained from these technologies would support the ongoing mosquito control measures in Mumbai.
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Affiliation(s)
- Prasad N. Paradkar
- CSIRO Health & Biosecurity, Australian Centre for Disease Preparedness, 5 Portarlington Road, Geelong 3220, Australia;
| | | | - Mrunal Ghag Sawant
- Department of Zoonosis, Haffkine Institute for Training Research and Testing, Parel, Mumbai 400012, India;
| | - Sandeepan Mukherjee
- Department of Virology, Haffkine Institute for Training Research and Testing, Parel, Mumbai 400012, India;
| | - Kim R. Blasdell
- CSIRO Health & Biosecurity, Australian Centre for Disease Preparedness, 5 Portarlington Road, Geelong 3220, Australia;
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17
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Stephenson CJ, Coatsworth H, Waits CM, Nazario-Maldonado NM, Mathias DK, Dinglasan RR, Lednicky JA. Geographic Partitioning of Dengue Virus Transmission Risk in Florida. Viruses 2021; 13:v13112232. [PMID: 34835038 PMCID: PMC8622774 DOI: 10.3390/v13112232] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [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: 09/20/2021] [Revised: 10/28/2021] [Accepted: 11/03/2021] [Indexed: 12/17/2022] Open
Abstract
Dengue viruses (DENVs) cause the greatest public health burden globally among the arthropod-borne viruses. DENV transmission risk has also expanded from tropical to subtropical regions due to the increasing range of its principal mosquito vector, Aedes aegypti. Focal outbreaks of dengue fever (dengue) in the state of Florida (FL) in the USA have increased since 2009. However, little is known about the competence of Ae. aegypti populations across different regions of FL to transmit DENVs. To understand the effects of DENV genotype and serotype variations on vector susceptibility and transmission potential in FL, we orally infected a colony of Ae. aegypti (Orlando/ORL) with low passage or laboratory DENV-1 through -4. Low passage DENVs were more infectious to and had higher transmission potential by ORL mosquitoes. We used these same DENVs to examine natural Ae. aegypti populations to determine whether spatial distributions correlated with differential vector competence. Vector competence across all DENV serotypes was greater for mosquitoes from areas with the highest dengue incidence in south FL compared to north FL. Vector competence for low passage DENVs was significantly higher, revealing that transmission risk is influenced by virus/vector combinations. These data support a targeted mosquito-plus-pathogen screening approach to more accurately estimate DENV transmission risk.
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Affiliation(s)
- Caroline J. Stephenson
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32608, USA; (C.J.S.); (H.C.); (C.M.W.); (N.M.N.-M.); (D.K.M.)
- Department of Environmental and Global Health, University of Florida, Gainesville, FL 32608, USA
| | - Heather Coatsworth
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32608, USA; (C.J.S.); (H.C.); (C.M.W.); (N.M.N.-M.); (D.K.M.)
- Department of Infectious Diseases and Immunology, University of Florida, Gainesville, FL 32608, USA
| | - Christy M. Waits
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32608, USA; (C.J.S.); (H.C.); (C.M.W.); (N.M.N.-M.); (D.K.M.)
- Department of Infectious Diseases and Immunology, University of Florida, Gainesville, FL 32608, USA
- Navy Entomology Center of Excellence, Naval Air Station, Jacksonville, FL 32212, USA
| | - Nicole M. Nazario-Maldonado
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32608, USA; (C.J.S.); (H.C.); (C.M.W.); (N.M.N.-M.); (D.K.M.)
- Department of Infectious Diseases and Immunology, University of Florida, Gainesville, FL 32608, USA
| | - Derrick K. Mathias
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32608, USA; (C.J.S.); (H.C.); (C.M.W.); (N.M.N.-M.); (D.K.M.)
- Institute of Food and Agricultural Sciences, Florida Medical Entomology Laboratory, University of Florida, Vero Beach, FL 32962, USA
| | - Rhoel R. Dinglasan
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32608, USA; (C.J.S.); (H.C.); (C.M.W.); (N.M.N.-M.); (D.K.M.)
- Department of Infectious Diseases and Immunology, University of Florida, Gainesville, FL 32608, USA
- Correspondence: (R.R.D.); (J.A.L.)
| | - John A. Lednicky
- Emerging Pathogens Institute, University of Florida, Gainesville, FL 32608, USA; (C.J.S.); (H.C.); (C.M.W.); (N.M.N.-M.); (D.K.M.)
- Department of Environmental and Global Health, University of Florida, Gainesville, FL 32608, USA
- Correspondence: (R.R.D.); (J.A.L.)
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18
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Sasmita HI, Neoh KB, Yusmalinar S, Anggraeni T, Chang NT, Bong LJ, Putra RE, Sebayang A, Silalahi CN, Ahmad I, Tu WC. Ovitrap surveillance of dengue vector mosquitoes in Bandung City, West Java Province, Indonesia. PLoS Negl Trop Dis 2021; 15:e0009896. [PMID: 34710083 PMCID: PMC8577782 DOI: 10.1371/journal.pntd.0009896] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [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] [Received: 11/25/2020] [Revised: 11/09/2021] [Accepted: 10/11/2021] [Indexed: 11/22/2022] Open
Abstract
Larval surveillance is the central approach for monitoring dengue vector populations in Indonesia. However, traditional larval indices are ineffective for measuring mosquito population dynamics and predicting the dengue transmission risk. We conducted a 14-month ovitrap surveillance. Eggs and immature mosquitoes were collected on a weekly basis from an urban village of Bandung, namely Sekejati. Ovitrap-related indices, namely positive house index (PHI), ovitrap index (OI), and ovitrap density index (ODI), were generated and correlated with environmental variables, housing type (terraced or high-density housing), ovitrap placement location (indoor or outdoor; household or public place), and local dengue cases. Our results demonstrated that Aedes aegypti was significantly predominant compared with Aedes albopictus at each housing type and ovitrap placement location. Ovitrap placement locations and rainfall were the major factors contributing to variations in PHI, OI, and ODI, whereas the influences of housing type and temperature were subtle. Indoor site values were significantly positively correlated to outdoor sites’ values for both OI and ODI. OI and ODI values from households were best predicted with those from public places at 1- and 0-week lags, respectively. Weekly rainfall values at 4- and 3-week lags were the best predictors of OI and ODI for households and public places, respectively. Monthly mean PHI, OI, and ODI were significantly associated with local dengue cases. In conclusion, ovitrap may be an effective tool for monitoring the population dynamics of Aedes mosquitoes, predicting dengue outbreaks, and serving as an early indicator to initiate environmental clean-up. Ovitrap surveillance is easy for surveyors if they are tasked with a certain number of ovitraps at a designated area, unlike the existing larval surveillance methodology, which entails identifying potential breeding sites largely at the surveyors’ discretion. Ovitrap surveillance may reduce the influence of individual effort in larval surveillance that likely causes inconsistency in results. The dengue virus, transmitted by Aedes vectors, has been continuously spreading in tropical and subtropical countries, causing illness and fatality. Given the lack of a cost-effective dengue vaccine, the vector control approach for reducing the Aedes population remains the key method for mitigating dengue transmission. For a successful vector control program, an effective vector surveillance system is crucial for precisely predicting the spatial and temporal risk of a dengue outbreak. The ovitrap system improves data collection efficiency, aiding long-term dengue vector monitoring activities. This study is one of the few long-term dengue vector surveillance programs in Indonesia and provides compelling evidence of the need to improve the existing conventional larval surveillance system. The results demonstrated that two dengue vector mosquitoes, A. aegypti and A. albopictus, were present in the study area, and A. aegypti was more prevalent than A. albopictus. We observed an interactive relationship between ovitrap placement and rainfall in the dynamics of ovitrap-related indices; understanding this relationship allows for timely initiation of vector control and intervention strategies. We conclude that the ovitrap surveillance system is a sensitive tool for monitoring the population dynamics of Aedes vectors, predicting dengue outbreaks, and potentially improving community-based conventional larval surveillance.
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Affiliation(s)
- Hadian Iman Sasmita
- Department of Entomology, National Chung Hsing University, Taichung, Taiwan
- Center for Isotopes and Radiation Application, National Nuclear Energy Agency, Jakarta, Indonesia
| | - Kok-Boon Neoh
- Department of Entomology, National Chung Hsing University, Taichung, Taiwan
| | - Sri Yusmalinar
- School of Life Sciences and Technology, Institut Teknologi Bandung, Bandung, West Java, Indonesia
| | - Tjandra Anggraeni
- School of Life Sciences and Technology, Institut Teknologi Bandung, Bandung, West Java, Indonesia
| | - Niann-Tai Chang
- Department of Plant Medicine, National Pingtung University of Science and Technology, Pingtung, Taiwan
| | - Lee-Jin Bong
- Department of Entomology, National Chung Hsing University, Taichung, Taiwan
| | - Ramadhani Eka Putra
- School of Life Sciences and Technology, Institut Teknologi Bandung, Bandung, West Java, Indonesia
| | - Amelia Sebayang
- Department of Entomology, National Chung Hsing University, Taichung, Taiwan
| | | | - Intan Ahmad
- School of Life Sciences and Technology, Institut Teknologi Bandung, Bandung, West Java, Indonesia
- * E-mail: (IA); (W-CT)
| | - Wu-Chun Tu
- Department of Entomology, National Chung Hsing University, Taichung, Taiwan
- * E-mail: (IA); (W-CT)
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Li C, Wu X, Sheridan S, Lee J, Wang X, Yin J, Han J. Interaction of climate and socio-ecological environment drives the dengue outbreak in epidemic region of China. PLoS Negl Trop Dis 2021; 15:e0009761. [PMID: 34606516 PMCID: PMC8489715 DOI: 10.1371/journal.pntd.0009761] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [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] [Received: 01/30/2021] [Accepted: 08/24/2021] [Indexed: 11/18/2022] Open
Abstract
Transmission of dengue virus is a complex process with interactions between virus, mosquitoes and humans, influenced by multiple factors simultaneously. Studies have examined the impact of climate or socio-ecological factors on dengue, or only analyzed the individual effects of each single factor on dengue transmission. However, little research has addressed the interactive effects by multiple factors on dengue incidence. This study uses the geographical detector method to investigate the interactive effect of climate and socio-ecological factors on dengue incidence from two perspectives: over a long-time series and during outbreak periods; and surmised on the possibility of dengue outbreaks in the future. Results suggest that the temperature plays a dominant role in the long-time series of dengue transmission, while socio-ecological factors have great explanatory power for dengue outbreaks. The interactive effect of any two factors is greater than the impact of single factor on dengue transmission, and the interactions of pairs of climate and socio-ecological factors have more significant impact on dengue. Increasing temperature and surge in travel could cause dengue outbreaks in the future. Based on these results, three recommendations are offered regarding the prevention of dengue outbreaks: mitigating the urban heat island effect, adjusting the time and frequency of vector control intervention, and providing targeted health education to travelers at the border points. This study hopes to provide meaningful clues and a scientific basis for policymakers regarding effective interventions against dengue transmission, even during outbreaks.
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Affiliation(s)
- Chenlu Li
- State Key Laboratory of Remote Sensing Science, College of Global Change and Earth System Science, Beijing Normal University, Beijing, China
| | - Xiaoxu Wu
- State Key Laboratory of Remote Sensing Science, College of Global Change and Earth System Science, Beijing Normal University, Beijing, China
- Southern Marine Science and Engineering Guangdong Laboratory, Guangzhou, China
- * E-mail:
| | - Scott Sheridan
- Department of Geography, Kent State University, Kent, Ohio, United States of America
| | - Jay Lee
- Department of Geography, Kent State University, Kent, Ohio, United States of America
- College of Environment and Planning, Henan University, Kaifeng, China
| | - Xiaofeng Wang
- Center for Disease Surveillance and Information Services, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Jie Yin
- State Key Laboratory of Remote Sensing Science, College of Global Change and Earth System Science, Beijing Normal University, Beijing, China
| | - Jiatong Han
- State Key Laboratory of Remote Sensing Science, College of Global Change and Earth System Science, Beijing Normal University, Beijing, China
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Navero-Castillejos J, Benitez R, Torner N, Muñoz J, Camprubí-Ferrer D, Peiró-Mestres A, Sulleiro E, Silgado A, Gonzalo V, Falgueras T, Alejo-Cancho I, Roldán M, Plasencia V, Albarracin R, Perez J, Navarro A, Calderón A, Rubio R, Navarro M, Micó M, Llaberia J, Navarro M, Barrachina J, Vilamala A, Martí C, Pulido MÁ, Sanchez-Seco MP, Vazquez A, Martínez A, Jané M, Martínez MJ. Molecular Characterization of Imported and Autochthonous Dengue in Northeastern Spain. Viruses 2021; 13:1910. [PMID: 34696340 PMCID: PMC8539074 DOI: 10.3390/v13101910] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 08/03/2021] [Revised: 09/10/2021] [Accepted: 09/13/2021] [Indexed: 12/26/2022] Open
Abstract
Dengue is the most significant arbovirus worldwide and a public health threat to non-endemic areas in which Aedes vectors are present. Autochthonous dengue transmission has been reported in several European countries in the last decade. Infected travelers from endemic regions arriving to areas colonized by Aedes albopictus in Europe need to be monitored in surveillance and control programs. We aimed to perform molecular characterization of RT-PCR-positive dengue cases detected in Catalonia, northeastern Spain, from 2013 to 2018. The basic demographic information and the geographical regions of importation were also analyzed. One-hundred four dengue cases were studied (103 imported infections and the first autochthonous case in our region). The dengue virus strains detected were serotyped and genotyped using molecular methods, and phylogenetic analyses were conducted. All four dengue serotypes were detected in travelers, including up to 10 different genotypes, reflecting the global circulation of dengue in endemic areas. The primary travel-related case of the 2018 autochthonous transmission was not identified, but the molecular analysis revealed dengue serotype 1, genotype I of Asian origin. Our results highlight the diversity of imported dengue virus strains and the role of molecular epidemiology in supporting arbovirus surveillance programs.
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Affiliation(s)
- Jessica Navero-Castillejos
- Department of Clinical Microbiology, Hospital Clinic de Barcelona, 08036 Barcelona, Spain; (J.N.-C.); (A.P.-M.); (V.G.); (I.A.-C.); (R.A.); (A.N.); (M.N.); (J.B.)
- Barcelona Institute for Global Health (ISGlobal), Hospital Clinic de Barcelona, Universitat de Barcelona, 08036 Barcelona, Spain; (J.M.); (D.C.-F.); (M.R.)
| | - Rosa Benitez
- North Metropolitan International Health Unit PROSICS, Hospital Universitari Germans Trias i Pujol, 08916 Badalona, Spain;
| | - Nuria Torner
- CIBER Epidemiology and Public Health CIBERESP, University of Barcelona, 08036 Barcelona, Spain;
| | - José Muñoz
- Barcelona Institute for Global Health (ISGlobal), Hospital Clinic de Barcelona, Universitat de Barcelona, 08036 Barcelona, Spain; (J.M.); (D.C.-F.); (M.R.)
| | - Daniel Camprubí-Ferrer
- Barcelona Institute for Global Health (ISGlobal), Hospital Clinic de Barcelona, Universitat de Barcelona, 08036 Barcelona, Spain; (J.M.); (D.C.-F.); (M.R.)
| | - Aida Peiró-Mestres
- Department of Clinical Microbiology, Hospital Clinic de Barcelona, 08036 Barcelona, Spain; (J.N.-C.); (A.P.-M.); (V.G.); (I.A.-C.); (R.A.); (A.N.); (M.N.); (J.B.)
| | - Elena Sulleiro
- Department of Microbiology, Vall d’Hebron University Hospital, PROSICS, 08035 Barcelona, Spain; (E.S.); (A.S.)
| | - Aroa Silgado
- Department of Microbiology, Vall d’Hebron University Hospital, PROSICS, 08035 Barcelona, Spain; (E.S.); (A.S.)
| | - Verónica Gonzalo
- Department of Clinical Microbiology, Hospital Clinic de Barcelona, 08036 Barcelona, Spain; (J.N.-C.); (A.P.-M.); (V.G.); (I.A.-C.); (R.A.); (A.N.); (M.N.); (J.B.)
| | - Teresa Falgueras
- Hospital Municipal de Badalona, Badalona Serveis Assistencials, 08911 Badalona, Spain; (T.F.); (A.C.)
| | - Izaskun Alejo-Cancho
- Department of Clinical Microbiology, Hospital Clinic de Barcelona, 08036 Barcelona, Spain; (J.N.-C.); (A.P.-M.); (V.G.); (I.A.-C.); (R.A.); (A.N.); (M.N.); (J.B.)
| | - Montserrat Roldán
- Barcelona Institute for Global Health (ISGlobal), Hospital Clinic de Barcelona, Universitat de Barcelona, 08036 Barcelona, Spain; (J.M.); (D.C.-F.); (M.R.)
| | - Virginia Plasencia
- Microbiology Laboratory, Catlab, 08232 Viladecavalls, Spain; (V.P.); (J.P.); (R.R.)
| | - Rosa Albarracin
- Department of Clinical Microbiology, Hospital Clinic de Barcelona, 08036 Barcelona, Spain; (J.N.-C.); (A.P.-M.); (V.G.); (I.A.-C.); (R.A.); (A.N.); (M.N.); (J.B.)
| | - Josefa Perez
- Microbiology Laboratory, Catlab, 08232 Viladecavalls, Spain; (V.P.); (J.P.); (R.R.)
| | - Alexander Navarro
- Department of Clinical Microbiology, Hospital Clinic de Barcelona, 08036 Barcelona, Spain; (J.N.-C.); (A.P.-M.); (V.G.); (I.A.-C.); (R.A.); (A.N.); (M.N.); (J.B.)
| | - Ana Calderón
- Hospital Municipal de Badalona, Badalona Serveis Assistencials, 08911 Badalona, Spain; (T.F.); (A.C.)
| | - Rosa Rubio
- Microbiology Laboratory, Catlab, 08232 Viladecavalls, Spain; (V.P.); (J.P.); (R.R.)
| | - Mireia Navarro
- Department of Clinical Microbiology, Hospital Clinic de Barcelona, 08036 Barcelona, Spain; (J.N.-C.); (A.P.-M.); (V.G.); (I.A.-C.); (R.A.); (A.N.); (M.N.); (J.B.)
- Barcelona Institute for Global Health (ISGlobal), Hospital Clinic de Barcelona, Universitat de Barcelona, 08036 Barcelona, Spain; (J.M.); (D.C.-F.); (M.R.)
| | - Miguel Micó
- Microbiology Department, Xarxa Assistencial Universitària de Manresa, 08243 Manresa, Spain;
| | - Jaume Llaberia
- Hospital de Barcelona, Societat Cooperativa d’Instal·lacions Assistencials Sanitàries (SCIAS), 08034 Barcelona, Spain;
| | - María Navarro
- Microbiology Department, Hospital Universitari de Vic, 08500 Barcelona, Spain; (M.N.); (A.V.)
| | - Josep Barrachina
- Department of Clinical Microbiology, Hospital Clinic de Barcelona, 08036 Barcelona, Spain; (J.N.-C.); (A.P.-M.); (V.G.); (I.A.-C.); (R.A.); (A.N.); (M.N.); (J.B.)
| | - Anna Vilamala
- Microbiology Department, Hospital Universitari de Vic, 08500 Barcelona, Spain; (M.N.); (A.V.)
| | - Carmina Martí
- Hospital General de Granollers, 08402 Granollers, Spain; (C.M.); (M.Á.P.)
| | | | - María Paz Sanchez-Seco
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, 28222 Madrid, Spain; (M.P.S.-S.); (A.V.)
| | - Ana Vazquez
- Centro Nacional de Microbiología, Instituto de Salud Carlos III, 28222 Madrid, Spain; (M.P.S.-S.); (A.V.)
- Centro de Investigación Biomédica en Red en Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
| | - Ana Martínez
- Public Health Agency of Catalonia, Generalitat of Catalonia, 08005 Barcelona, Spain; (A.M.); (M.J.)
| | - Mireia Jané
- Public Health Agency of Catalonia, Generalitat of Catalonia, 08005 Barcelona, Spain; (A.M.); (M.J.)
| | - Miguel Julián Martínez
- Department of Clinical Microbiology, Hospital Clinic de Barcelona, 08036 Barcelona, Spain; (J.N.-C.); (A.P.-M.); (V.G.); (I.A.-C.); (R.A.); (A.N.); (M.N.); (J.B.)
- Barcelona Institute for Global Health (ISGlobal), Hospital Clinic de Barcelona, Universitat de Barcelona, 08036 Barcelona, Spain; (J.M.); (D.C.-F.); (M.R.)
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Cavany SM, España G, Vazquez-Prokopec GM, Scott TW, Perkins TA. Pandemic-associated mobility restrictions could cause increases in dengue virus transmission. PLoS Negl Trop Dis 2021; 15:e0009603. [PMID: 34370734 PMCID: PMC8375978 DOI: 10.1371/journal.pntd.0009603] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [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] [Received: 12/04/2020] [Revised: 08/19/2021] [Accepted: 06/28/2021] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND The COVID-19 pandemic has induced unprecedented reductions in human mobility and social contacts throughout the world. Because dengue virus (DENV) transmission is strongly driven by human mobility, behavioral changes associated with the pandemic have been hypothesized to impact dengue incidence. By discouraging human contact, COVID-19 control measures have also disrupted dengue vector control interventions, the most effective of which require entry into homes. We sought to investigate how and why dengue incidence could differ under a lockdown scenario with a proportion of the population sheltered at home. METHODOLOGY & PRINCIPAL FINDINGS We used an agent-based model with a realistic treatment of human mobility and vector control. We found that a lockdown in which 70% of the population sheltered at home and which occurred in a season when a new serotype invaded could lead to a small average increase in cumulative DENV infections of up to 10%, depending on the time of year lockdown occurred. Lockdown had a more pronounced effect on the spatial distribution of DENV infections, with higher incidence under lockdown in regions with higher mosquito abundance. Transmission was also more focused in homes following lockdown. The proportion of people infected in their own home rose from 54% under normal conditions to 66% under lockdown, and the household secondary attack rate rose from 0.109 to 0.128, a 17% increase. When we considered that lockdown measures could disrupt regular, city-wide vector control campaigns, the increase in incidence was more pronounced than with lockdown alone, especially if lockdown occurred at the optimal time for vector control. CONCLUSIONS & SIGNIFICANCE Our results indicate that an unintended outcome of lockdown measures may be to adversely alter the epidemiology of dengue. This observation has important implications for an improved understanding of dengue epidemiology and effective application of dengue vector control. When coordinating public health responses during a syndemic, it is important to monitor multiple infections and understand that an intervention against one disease may exacerbate another.
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Affiliation(s)
- Sean M. Cavany
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, United States of America
| | - Guido España
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, United States of America
| | | | - Thomas W. Scott
- Department of Entomology and Nematology, University of California, Davis, Davis, California, United States of America
| | - T Alex Perkins
- Department of Biological Sciences, University of Notre Dame, Notre Dame, Indiana, United States of America
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Brady OJ, Kucharski AJ, Funk S, Jafari Y, Loock MV, Herrera-Taracena G, Menten J, Edmunds WJ, Sim S, Ng LC, Hué S, Hibberd ML. Case-area targeted interventions (CATI) for reactive dengue control: Modelling effectiveness of vector control and prophylactic drugs in Singapore. PLoS Negl Trop Dis 2021; 15:e0009562. [PMID: 34379641 PMCID: PMC8357181 DOI: 10.1371/journal.pntd.0009562] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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] [Received: 12/16/2020] [Accepted: 06/14/2021] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND Targeting interventions to areas that have recently experienced cases of disease is one strategy to contain outbreaks of infectious disease. Such case-area targeted interventions (CATI) have become an increasingly popular approach for dengue control but there is little evidence to suggest how precisely targeted or how recent cases need to be, to mount an effective response. The growing interest in the development of prophylactic and therapeutic drugs for dengue has also given new relevance for CATI strategies to interrupt transmission or deliver early treatment. METHODS/PRINCIPAL FINDINGS Here we develop a patch-based mathematical model of spatial dengue spread and fit it to spatiotemporal datasets from Singapore. Simulations from this model suggest CATI strategies could be effective, particularly if used in lower density areas. To maximise effectiveness, increasing the size of the radius around an index case should be prioritised even if it results in delays in the intervention being applied. This is partially because large intervention radii ensure individuals receive multiple and regular rounds of drug dosing or vector control, and thus boost overall coverage. Given equivalent efficacy, CATIs using prophylactic drugs are predicted to be more effective than adult mosquito-killing vector control methods and may even offer the possibility of interrupting individual chains of transmission if rapidly deployed. CATI strategies quickly lose their effectiveness if baseline transmission increases or case detection rates fall. CONCLUSIONS/SIGNIFICANCE These results suggest CATI strategies can play an important role in dengue control but are likely to be most relevant for low transmission areas where high coverage of other non-reactive interventions already exists. Controlled field trials are needed to assess the field efficacy and practical constraints of large operational CATI strategies.
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Affiliation(s)
- Oliver J. Brady
- Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Public Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Adam J. Kucharski
- Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Public Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Sebastian Funk
- Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Public Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Yalda Jafari
- Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Public Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Marnix Van Loock
- Janssen Global Public Health, Janssen Pharmaceutica NV, Beerse, Belgium
| | - Guillermo Herrera-Taracena
- Janssen Global Public Health, Janssen Research & Development, LLC, Horsham, Pennsylvania, United States of America
| | - Joris Menten
- Quantitative Sciences, Janssen Pharmaceutica NV, Beerse, Belgium
| | - W. John Edmunds
- Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Public Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Shuzhen Sim
- Environmental Health Institute, National Environment Agency, Singapore, Singapore
| | - Lee-Ching Ng
- Environmental Health Institute, National Environment Agency, Singapore, Singapore
| | - Stéphane Hué
- Centre for Mathematical Modelling of Infectious Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom
- Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Public Health, London School of Hygiene & Tropical Medicine, London, United Kingdom
| | - Martin L. Hibberd
- Department of Infection Biology, Faculty of Infectious Tropical Diseases, London School of Hygiene & Tropical Medicine, London, United Kingdom
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Schaber KL, Morrison AC, Elson WH, Astete-Vega H, Córdova-López JJ, Ríos López EJ, Flores WLQ, Santillan ASV, Scott TW, Waller LA, Kitron U, Barker CM, Perkins TA, Rothman AL, Vazquez-Prokopec GM, Elder JP, Paz-Soldan VA. The impact of dengue illness on social distancing and caregiving behavior. PLoS Negl Trop Dis 2021; 15:e0009614. [PMID: 34280204 PMCID: PMC8354465 DOI: 10.1371/journal.pntd.0009614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [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] [Received: 06/24/2020] [Revised: 08/10/2021] [Accepted: 06/30/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Human mobility among residential locations can drive dengue virus (DENV) transmission dynamics. Recently, it was shown that individuals with symptomatic DENV infection exhibit significant changes in their mobility patterns, spending more time at home during illness. This change in mobility is predicted to increase the risk of acquiring infection for those living with or visiting the ill individual. It has yet to be considered, however, whether social contacts are also changing their mobility, either by socially distancing themselves from the infectious individual or increasing contact to help care for them. Social, or physical, distancing and caregiving could have diverse yet important impacts on DENV transmission dynamics; therefore, it is necessary to better understand the nature and frequency of these behaviors including their effect on mobility. METHODOLOGY AND PRINCIPAL FINDINGS Through community-based febrile illness surveillance and RT-PCR infection confirmation, 67 DENV positive (DENV+) residents were identified in the city of Iquitos, Peru. Using retrospective interviews, data were collected on visitors and home-based care received during the illness. While 15% of participants lost visitors during their illness, 22% gained visitors; overall, 32% of all individuals (particularly females) received visitors while symptomatic. Caregiving was common (90%), particularly caring by housemates (91%) and caring for children (98%). Twenty-eight percent of caregivers changed their behavior enough to have their work (and, likely, mobility patterns) affected. This was significantly more likely when caring for individuals with low "health-related quality of well-being" during illness (Fisher's Exact, p = 0.01). CONCLUSIONS/SIGNIFICANCE Our study demonstrates that social contacts of individuals with dengue modify their patterns of visitation and caregiving. The observed mobility changes could impact a susceptible individual's exposure to virus or a presymptomatic/clinically inapparent individual's contribution to onward transmission. Accounting for changes in social contact mobility is imperative in order to get a more accurate understanding of DENV transmission.
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Affiliation(s)
- Kathryn L. Schaber
- Program of Population Biology, Ecology and Evolution, Emory University, Atlanta, Georgia, United States of America
| | - Amy C. Morrison
- Department of Virology and Emerging Infections, U.S. Naval Medical Research Unit No. 6, Lima and Iquitos, Peru
- Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis, California, United States of America
| | - William H. Elson
- Department of Entomology and Nematology, University of California, Davis, California, United States of America
| | - Helvio Astete-Vega
- Department of Virology and Emerging Infections, U.S. Naval Medical Research Unit No. 6, Lima and Iquitos, Peru
| | - Jhonny J. Córdova-López
- Department of Entomology and Nematology, University of California, Davis, California, United States of America
| | - Esther Jennifer Ríos López
- Department of Virology and Emerging Infections, U.S. Naval Medical Research Unit No. 6, Lima and Iquitos, Peru
| | - W. Lorena Quiroz Flores
- Department of Virology and Emerging Infections, U.S. Naval Medical Research Unit No. 6, Lima and Iquitos, Peru
| | | | - Thomas W. Scott
- Department of Entomology and Nematology, University of California, Davis, California, United States of America
| | - Lance A. Waller
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Uriel Kitron
- Department of Environmental Sciences, Emory University, Atlanta, Georgia, United States of America
| | - Christopher M. Barker
- Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis, California, United States of America
| | - T. Alex Perkins
- Department of Biological Sciences and Eck Institute for Global Health, University of Notre Dame, Notre Dame, Indiana, United States of America
| | - Alan L. Rothman
- Institute for Immunology and Informatics and Department of Cell and Molecular Biology, University of Rhode Island, Providence, Rhode Island, United States of America
| | - Gonzalo M. Vazquez-Prokopec
- Program of Population Biology, Ecology and Evolution, Emory University, Atlanta, Georgia, United States of America
- Department of Environmental Sciences, Emory University, Atlanta, Georgia, United States of America
| | - John P. Elder
- School of Public Health, San Diego State University, San Diego, California, United States of America
| | - Valerie A. Paz-Soldan
- Department of Global Community Health and Behavioral Sciences, Tulane School of Public Health and Tropical Medicine, New Orleans, Louisiana, United States of America
- * E-mail:
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Fang Y, Tambo E, Xue JB, Zhang Y, Zhou XN, Khater EIM. Molecular Analysis of Targeted Insecticide Resistance Gene Mutations in Field-Caught Mosquitos of Medical Importance From Saudi Arabia. J Med Entomol 2021; 58:1839-1848. [PMID: 33864372 PMCID: PMC8285008 DOI: 10.1093/jme/tjab048] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Indexed: 05/11/2023]
Abstract
Gene mutations on target sites can be a valuable indicator of the status of insecticide resistance. Jeddah, a global commercial and major port-of-entry city, is bearing the brunt of dengue disease burden in Saudi Arabia. In the current study, six genotypes of three codon combinations (989, 1016, and 1534) were observed on voltage-gated sodium channel (VGSC) gene in Jeddah's Aedes aegypti population, with PGF/PGC as the dominant one. Two types of introns between exon 20 and 21 on VGSC have been identified for the first time in Ae. aegypti in Saudi Arabia. Statistical and phylogenetic analyses showed that the intron type was significantly associated with the 1016 allele and may reflect the history of insecticide treatment in different continents. In addition, fixation of the L1014F allele on VGSC and G119S on acetylcholinesterase 1 gene was detected in local Culex quinquefasciatus populations, with frequencies of 95.24 and 100%, respectively. To the best of our knowledge, this is the first report of resistant-associated mutations in field-caught Cx. quinquefasciatus in Saudi Arabia. The high prevalence of insecticide resistance gene mutations in local primary mosquito vector species highlights the urgent need to carry out comprehensive insecticide resistance surveillance in Saudi Arabia.
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Affiliation(s)
- Yuan Fang
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention, Shanghai 200025, China
- Chinese Center for Tropical Diseases Research, Shanghai 200025, China
- WHO Collaborating Centre for Tropical Diseases, Shanghai 200025, China
- National Center for International Research on Tropical Diseases, Ministry of Science and Technology, Shanghai 200025, China
- Key Laboratory of Parasite and Vector Biology, Ministry of Health, Shanghai 200025, China
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention–Shenzhen Center for Disease Control and Prevention Joint Laboratory for Imported Tropical Disease Control, Shanghai 200025, China
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Ernest Tambo
- Public Health Pests Laboratory, Municipality of Jeddah Governorate, Jeddah 21577, Saudi Arabia
| | - Jing-Bo Xue
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention, Shanghai 200025, China
- Chinese Center for Tropical Diseases Research, Shanghai 200025, China
- WHO Collaborating Centre for Tropical Diseases, Shanghai 200025, China
- National Center for International Research on Tropical Diseases, Ministry of Science and Technology, Shanghai 200025, China
- Key Laboratory of Parasite and Vector Biology, Ministry of Health, Shanghai 200025, China
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention–Shenzhen Center for Disease Control and Prevention Joint Laboratory for Imported Tropical Disease Control, Shanghai 200025, China
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Yi Zhang
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention, Shanghai 200025, China
- Chinese Center for Tropical Diseases Research, Shanghai 200025, China
- WHO Collaborating Centre for Tropical Diseases, Shanghai 200025, China
- National Center for International Research on Tropical Diseases, Ministry of Science and Technology, Shanghai 200025, China
- Key Laboratory of Parasite and Vector Biology, Ministry of Health, Shanghai 200025, China
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention–Shenzhen Center for Disease Control and Prevention Joint Laboratory for Imported Tropical Disease Control, Shanghai 200025, China
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
- Corresponding author, tel: +86 021-64665048, e-mail:
| | - Xiao-Nong Zhou
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention, Shanghai 200025, China
- Chinese Center for Tropical Diseases Research, Shanghai 200025, China
- WHO Collaborating Centre for Tropical Diseases, Shanghai 200025, China
- National Center for International Research on Tropical Diseases, Ministry of Science and Technology, Shanghai 200025, China
- Key Laboratory of Parasite and Vector Biology, Ministry of Health, Shanghai 200025, China
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention–Shenzhen Center for Disease Control and Prevention Joint Laboratory for Imported Tropical Disease Control, Shanghai 200025, China
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Emad I M Khater
- Public Health Pests Laboratory, Municipality of Jeddah Governorate, Jeddah 21577, Saudi Arabia
- Department of Entomology, Faculty of Science, Ain Shams University, Cairo 12413, Egypt
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Desgraupes S, Hubert M, Gessain A, Ceccaldi PE, Vidy A. Mother-to-Child Transmission of Arboviruses during Breastfeeding: From Epidemiology to Cellular Mechanisms. Viruses 2021; 13:1312. [PMID: 34372518 PMCID: PMC8310101 DOI: 10.3390/v13071312] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [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: 04/22/2021] [Revised: 06/18/2021] [Accepted: 06/30/2021] [Indexed: 12/20/2022] Open
Abstract
Most viruses use several entry sites and modes of transmission to infect their host (parenteral, sexual, respiratory, oro-fecal, transplacental, transcutaneous, etc.). Some of them are known to be essentially transmitted via arthropod bites (mosquitoes, ticks, phlebotomes, sandflies, etc.), and are thus named arthropod-borne viruses, or arboviruses. During the last decades, several arboviruses have emerged or re-emerged in different countries in the form of notable outbreaks, resulting in a growing interest from scientific and medical communities as well as an increase in epidemiological studies. These studies have highlighted the existence of other modes of transmission. Among them, mother-to-child transmission (MTCT) during breastfeeding was highlighted for the vaccine strain of yellow fever virus (YFV) and Zika virus (ZIKV), and suggested for other arboviruses such as Chikungunya virus (CHIKV), dengue virus (DENV), and West Nile virus (WNV). In this review, we summarize all epidemiological and clinical clues that suggest the existence of breastfeeding as a neglected route for MTCT of arboviruses and we decipher some of the mechanisms that chronologically occur during MTCT via breastfeeding by focusing on ZIKV transmission process.
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Affiliation(s)
- Sophie Desgraupes
- Unité Épidémiologie et Physiopathologie des Virus Oncogènes, Département Virologie, Institut Pasteur, 75015 Paris, France; (M.H.); (A.G.); (P.-E.C.)
- Université de Paris, 75013 Paris, France
- UMR Centre National de la Recherche Scientifique 3569, Institut Pasteur, 75015 Paris, France
| | - Mathieu Hubert
- Unité Épidémiologie et Physiopathologie des Virus Oncogènes, Département Virologie, Institut Pasteur, 75015 Paris, France; (M.H.); (A.G.); (P.-E.C.)
- Université de Paris, 75013 Paris, France
- UMR Centre National de la Recherche Scientifique 3569, Institut Pasteur, 75015 Paris, France
| | - Antoine Gessain
- Unité Épidémiologie et Physiopathologie des Virus Oncogènes, Département Virologie, Institut Pasteur, 75015 Paris, France; (M.H.); (A.G.); (P.-E.C.)
- Université de Paris, 75013 Paris, France
- UMR Centre National de la Recherche Scientifique 3569, Institut Pasteur, 75015 Paris, France
| | - Pierre-Emmanuel Ceccaldi
- Unité Épidémiologie et Physiopathologie des Virus Oncogènes, Département Virologie, Institut Pasteur, 75015 Paris, France; (M.H.); (A.G.); (P.-E.C.)
- Université de Paris, 75013 Paris, France
- UMR Centre National de la Recherche Scientifique 3569, Institut Pasteur, 75015 Paris, France
| | - Aurore Vidy
- Unité Épidémiologie et Physiopathologie des Virus Oncogènes, Département Virologie, Institut Pasteur, 75015 Paris, France; (M.H.); (A.G.); (P.-E.C.)
- Université de Paris, 75013 Paris, France
- UMR Centre National de la Recherche Scientifique 3569, Institut Pasteur, 75015 Paris, France
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Pinto SB, Riback TIS, Sylvestre G, Costa G, Peixoto J, Dias FBS, Tanamas SK, Simmons CP, Dufault SM, Ryan PA, O’Neill SL, Muzzi FC, Kutcher S, Montgomery J, Green BR, Smithyman R, Eppinghaus A, Saraceni V, Durovni B, Anders KL, Moreira LA. Effectiveness of Wolbachia-infected mosquito deployments in reducing the incidence of dengue and other Aedes-borne diseases in Niterói, Brazil: A quasi-experimental study. PLoS Negl Trop Dis 2021; 15:e0009556. [PMID: 34252106 PMCID: PMC8297942 DOI: 10.1371/journal.pntd.0009556] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [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] [Received: 01/31/2021] [Revised: 07/22/2021] [Accepted: 06/09/2021] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND The introduction of the bacterium Wolbachia (wMel strain) into Aedes aegypti mosquitoes reduces their capacity to transmit dengue and other arboviruses. Evidence of a reduction in dengue case incidence following field releases of wMel-infected Ae. aegypti has been reported previously from a cluster randomised controlled trial in Indonesia, and quasi-experimental studies in Indonesia and northern Australia. METHODOLOGY/PRINCIPAL FINDINGS Following pilot releases in 2015-2016 and a period of intensive community engagement, deployments of adult wMel-infected Ae. aegypti mosquitoes were conducted in Niterói, Brazil during 2017-2019. Deployments were phased across four release zones, with a total area of 83 km2 and a residential population of approximately 373,000. A quasi-experimental design was used to evaluate the effectiveness of wMel deployments in reducing dengue, chikungunya and Zika incidence. An untreated control zone was pre-defined, which was comparable to the intervention area in historical dengue trends. The wMel intervention effect was estimated by controlled interrupted time series analysis of monthly dengue, chikungunya and Zika case notifications to the public health surveillance system before, during and after releases, from release zones and the control zone. Three years after commencement of releases, wMel introgression into local Ae. aegypti populations was heterogeneous throughout Niterói, reaching a high prevalence (>80%) in the earliest release zone, and more moderate levels (prevalence 40-70%) elsewhere. Despite this spatial heterogeneity in entomological outcomes, the wMel intervention was associated with a 69% reduction in dengue incidence (95% confidence interval 54%, 79%), a 56% reduction in chikungunya incidence (95%CI 16%, 77%) and a 37% reduction in Zika incidence (95%CI 1%, 60%), in the aggregate release area compared with the pre-defined control area. This significant intervention effect on dengue was replicated across all four release zones, and in three of four zones for chikungunya, though not in individual release zones for Zika. CONCLUSIONS/SIGNIFICANCE We demonstrate that wMel Wolbachia can be successfully introgressed into Ae. aegypti populations in a large and complex urban setting, and that a significant public health benefit from reduced incidence of Aedes-borne disease accrues even where the prevalence of wMel in local mosquito populations is moderate and spatially heterogeneous. These findings are consistent with the results of randomised and non-randomised field trials in Indonesia and northern Australia, and are supportive of the Wolbachia biocontrol method as a multivalent intervention against dengue, chikungunya and Zika.
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Affiliation(s)
| | | | | | | | - Julia Peixoto
- World Mosquito Program, Fiocruz, Rio de Janeiro, Brazil
| | - Fernando B. S. Dias
- World Mosquito Program, Fiocruz, Rio de Janeiro, Brazil
- Gabinete da Presidência, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Stephanie K. Tanamas
- World Mosquito Program, Institute of Vector Borne Disease, Monash University, Clayton, Australia
| | - Cameron P. Simmons
- World Mosquito Program, Institute of Vector Borne Disease, Monash University, Clayton, Australia
- Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam
| | - Suzanne M. Dufault
- Division of Biostatistics, School of Public Health, University of California, Berkeley, California, United States of America
| | - Peter A. Ryan
- World Mosquito Program, Institute of Vector Borne Disease, Monash University, Clayton, Australia
| | - Scott L. O’Neill
- World Mosquito Program, Institute of Vector Borne Disease, Monash University, Clayton, Australia
| | - Frederico C. Muzzi
- World Mosquito Program, Institute of Vector Borne Disease, Monash University, Clayton, Australia
| | - Simon Kutcher
- World Mosquito Program, Institute of Vector Borne Disease, Monash University, Clayton, Australia
| | - Jacqui Montgomery
- World Mosquito Program, Institute of Vector Borne Disease, Monash University, Clayton, Australia
| | - Benjamin R. Green
- World Mosquito Program, Institute of Vector Borne Disease, Monash University, Clayton, Australia
| | - Ruth Smithyman
- World Mosquito Program, Institute of Vector Borne Disease, Monash University, Clayton, Australia
| | | | | | - Betina Durovni
- World Mosquito Program, Fiocruz, Rio de Janeiro, Brazil
- Centre for Strategic Studies, Fiocruz, Rio de Janeiro, Brazil
| | - Katherine L. Anders
- World Mosquito Program, Institute of Vector Borne Disease, Monash University, Clayton, Australia
| | - Luciano A. Moreira
- World Mosquito Program, Fiocruz, Rio de Janeiro, Brazil
- Instituto Rene Rachou, Fiocruz, Belo Horizonte, Brazil
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Marin-Lopez A, Jiang J, Wang Y, Cao Y, MacNeil T, Hastings AK, Fikrig E. Aedes aegypti SNAP and a calcium transporter ATPase influence dengue virus dissemination. PLoS Negl Trop Dis 2021; 15:e0009442. [PMID: 34115766 PMCID: PMC8195420 DOI: 10.1371/journal.pntd.0009442] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [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] [Received: 12/08/2020] [Accepted: 05/04/2021] [Indexed: 11/19/2022] Open
Abstract
Dengue virus (DENV) is a flavivirus that causes marked human morbidity and mortality worldwide, and is transmitted to humans by Aedes aegypti mosquitoes. Habitat expansion of Aedes, mainly due to climate change and increasing overlap between urban and wild habitats, places nearly half of the world’s population at risk for DENV infection. After a bloodmeal from a DENV-infected host, the virus enters the mosquito midgut. Next, the virus migrates to, and replicates in, other tissues, like salivary glands. Successful viral transmission occurs when the infected mosquito takes another blood meal on a susceptible host and DENV is released from the salivary gland via saliva into the skin. During viral dissemination in the mosquito and transmission to a new mammalian host, DENV interacts with a variety of vector proteins, which are uniquely important during each phase of the viral cycle. Our study focuses on the interaction between DENV particles and protein components in the A. aegypti vector. We performed a mass spectrometry assay where we identified a set of A. aegypti salivary gland proteins which potentially interact with the DENV virion. Using dsRNA to silence gene expression, we analyzed the role of these proteins in viral infectivity. Two of these candidates, a synaptosomal-associated protein (AeSNAP) and a calcium transporter ATPase (ATPase) appear to play a role in viral replication both in vitro and in vivo, observing a ubiquitous expression of these proteins in the mosquito. These findings suggest that AeSNAP plays a protective role during DENV infection of mosquitoes and that ATPase protein is required for DENV during amplification within the vector. Dengue is a mosquito-borne viral disease whose incidence has increased dramatically (>30-fold) in recent years, alongside the geographical expansion of Aedes mosquitoes. Dengue is currently one of the most important neglected tropical diseases, and its transmission is strongly influenced by rainfall, temperature, urbanization and distribution of the principal mosquito vector Aedes aegypti. Vector control strategies are being implemented to reduce the expansion of this disease, but still there is a great need for better therapeutics and preventive vaccines against dengue and other flaviviruses. Flaviviruses create complex virus-host and virus-vector interactions. The interactions between viral particles and protein components in the vector are not completely understood. In this work we characterize how two mosquito proteins, “AeSNAP” and “ATPase”, influence DENV viral dissemination within A. aegypti, using both in vitro and in vivo models. These results suggest that anti-vector measures that target specific mosquito molecules may represent promising alternatives to traditional countermeasures against dengue virus spread.
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Affiliation(s)
- Alejandro Marin-Lopez
- Section of Infectious Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
- * E-mail:
| | - Junjun Jiang
- Section of Infectious Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
- School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Yuchen Wang
- Section of Infectious Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
- State Key Laboratory of Virology, College of Life Science, Wuhan University, Wuhan, Hubei, China
| | - Yongguo Cao
- Section of Infectious Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Department of Clinical Veterinary Medicine, and Key Laboratory for Zoonosis Research, Ministry of Education, College of Veterinary Medicine, Jilin University, Changchun, China
| | - Tyler MacNeil
- Section of Infectious Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Andrew K. Hastings
- Section of Infectious Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Erol Fikrig
- Section of Infectious Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Howard Hughes Medical Institute, Chevy Chase, Maryland, United States of America
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Abstract
Recent field trials have demonstrated that dengue incidence can be substantially reduced by introgressing strains of the endosymbiotic bacterium Wolbachia into Aedes aegypti mosquito populations. This strategy relies on Wolbachia reducing the susceptibility of Ae. aegypti to disseminated infection by positive-sense RNA viruses like dengue. However, RNA viruses are well known to adapt to antiviral pressures. Here, we review the viral infection stages where selection for Wolbachia-resistant virus variants could occur. We also consider the genetic constraints imposed on viruses that alternate between vertebrate and invertebrate hosts, and the likely selection pressures to which dengue virus might adapt in order to be effectively transmitted by Ae. aegypti that carry Wolbachia. While there are hurdles to dengue viruses developing resistance to Wolbachia, we suggest that long-term surveillance for resistant viruses should be an integral component of Wolbachia-introgression biocontrol programs.
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Affiliation(s)
| | - Heather A. Flores
- Institute of Vector-Borne Disease, Monash University, Clayton, Victoria, Australia
| | - Cameron P. Simmons
- World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, Victoria, Australia
- Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Johanna E. Fraser
- Institute of Vector-Borne Disease, Monash University, Clayton, Victoria, Australia
- Department of Microbiology, Monash Biomedicine Discovery Institute, Monash University, Clayton, Victoria, Australia
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Utarini A, Indriani C, Ahmad RA, Tantowijoyo W, Arguni E, Ansari MR, Supriyati E, Wardana DS, Meitika Y, Ernesia I, Nurhayati I, Prabowo E, Andari B, Green BR, Hodgson L, Cutcher Z, Rancès E, Ryan PA, O'Neill SL, Dufault SM, Tanamas SK, Jewell NP, Anders KL, Simmons CP. Efficacy of Wolbachia-Infected Mosquito Deployments for the Control of Dengue. N Engl J Med 2021; 384:2177-2186. [PMID: 34107180 PMCID: PMC8103655 DOI: 10.1056/nejmoa2030243] [Citation(s) in RCA: 209] [Impact Index Per Article: 69.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Aedes aegypti mosquitoes infected with the wMel strain of Wolbachia pipientis are less susceptible than wild-type A. aegypti to dengue virus infection. METHODS We conducted a cluster-randomized trial involving releases of wMel-infected A. aegypti mosquitoes for the control of dengue in Yogyakarta, Indonesia. We randomly assigned 12 geographic clusters to receive deployments of wMel-infected A. aegypti (intervention clusters) and 12 clusters to receive no deployments (control clusters). All clusters practiced local mosquito-control measures as usual. A test-negative design was used to assess the efficacy of the intervention. Patients with acute undifferentiated fever who presented to local primary care clinics and were 3 to 45 years of age were recruited. Laboratory testing was used to identify participants who had virologically confirmed dengue (VCD) and those who were test-negative controls. The primary end point was symptomatic VCD of any severity caused by any dengue virus serotype. RESULTS After successful introgression of wMel into the intervention clusters, 8144 participants were enrolled; 3721 lived in intervention clusters, and 4423 lived in control clusters. In the intention-to-treat analysis, VCD occurred in 67 of 2905 participants (2.3%) in the intervention clusters and in 318 of 3401 (9.4%) in the control clusters (aggregate odds ratio for VCD, 0.23; 95% confidence interval [CI], 0.15 to 0.35; P = 0.004). The protective efficacy of the intervention was 77.1% (95% CI, 65.3 to 84.9) and was similar against the four dengue virus serotypes. The incidence of hospitalization for VCD was lower among participants who lived in intervention clusters (13 of 2905 participants [0.4%]) than among those who lived in control clusters (102 of 3401 [3.0%]) (protective efficacy, 86.2%; 95% CI, 66.2 to 94.3). CONCLUSIONS Introgression of wMel into A. aegypti populations was effective in reducing the incidence of symptomatic dengue and resulted in fewer hospitalizations for dengue among the participants. (Funded by the Tahija Foundation and others; AWED ClinicalTrials.gov number, NCT03055585; Indonesia Registry number, INA-A7OB6TW.).
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Affiliation(s)
- Adi Utarini
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Citra Indriani
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Riris A Ahmad
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Warsito Tantowijoyo
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Eggi Arguni
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - M Ridwan Ansari
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Endah Supriyati
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - D Satria Wardana
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Yeti Meitika
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Inggrid Ernesia
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Indah Nurhayati
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Equatori Prabowo
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Bekti Andari
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Benjamin R Green
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Lauren Hodgson
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Zoe Cutcher
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Edwige Rancès
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Peter A Ryan
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Scott L O'Neill
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Suzanne M Dufault
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Stephanie K Tanamas
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Nicholas P Jewell
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Katherine L Anders
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
| | - Cameron P Simmons
- From the World Mosquito Program Yogyakarta, Center for Tropical Medicine (A.U., C.I., R.A.A., W.T., E.A., M.R.A., E.S., D.S.W., Y.M., I.E., I.N., E.P.), the Department of Health Policy and Management (A.U.), the Department of Biostatistics, Epidemiology, and Public Health (C.I., R.A.A.), and the Department of Child Health (E.A.), Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; the Department of Biostatistics, School of Public Health, University of California, Berkeley, Berkeley (S.M.D., N.P.J.); the London School of Hygiene and Tropical Medicine, London (N.P.J.); Oxford University Clinical Research Unit, Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam (C.P.S.); and the World Mosquito Program, Institute of Vector-Borne Disease, Monash University, Clayton, VIC, Australia (B.A., B.R.G., L.H., Z.C., E.R., P.A.R., S.L.O., S.M.D., S.K.T., K.L.A., C.P.S.)
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Aliaga-Samanez A, Cobos-Mayo M, Real R, Segura M, Romero D, Fa JE, Olivero J. Worldwide dynamic biogeography of zoonotic and anthroponotic dengue. PLoS Negl Trop Dis 2021; 15:e0009496. [PMID: 34097704 PMCID: PMC8211191 DOI: 10.1371/journal.pntd.0009496] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [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] [Received: 10/30/2020] [Revised: 06/17/2021] [Accepted: 05/22/2021] [Indexed: 11/30/2022] Open
Abstract
Dengue is a viral disease transmitted by mosquitoes. The rapid spread of dengue could lead to a global pandemic, and so the geographical extent of this spread needs to be assessed and predicted. There are also reasons to suggest that transmission of dengue from non-human primates in tropical forest cycles is being underestimated. We investigate the fine-scale geographic changes in transmission risk since the late 20th century, and take into account for the first time the potential role that primate biogeography and sylvatic vectors play in increasing the disease transmission risk. We apply a biogeographic framework to the most recent global dataset of dengue cases. Temporally stratified models describing favorable areas for vector presence and for disease transmission are combined. Our models were validated for predictive capacity, and point to a significant broadening of vector presence in tropical and non-tropical areas globally. We show that dengue transmission is likely to spread to affected areas in China, Papua New Guinea, Australia, USA, Colombia, Venezuela, Madagascar, as well as to cities in Europe and Japan. These models also suggest that dengue transmission is likely to spread to regions where there are presently no or very few reports of occurrence. According to our results, sylvatic dengue cycles account for a small percentage of the global extent of the human case record, but could be increasing in relevance in Asia, Africa, and South America. The spatial distribution of factors favoring transmission risk in different regions of the world allows for distinct management strategies to be prepared. The rate of disease emergence is increasing globally, and many long-existing diseases are extending their distribution ranges. This is the case for dengue, a global pandemic whose mosquito vectors are currently occupying ever-increasing numbers of regions worldwide. We updated the most complete global dataset of dengue cases available, and addressed the fine-scale analysis of the geographic changes experienced in dengue-transmission risk since the late 20th century. Our approach is the first to take into account the potential role of primates and sylvatic vectors in increasing the disease transmission risk in tropical forests. We built models that describe the favorable areas for vector presence and for disease occurrence, and combined them in order to obtain a novel model for predicting transmission risk. We show that dengue transmission is likely to spread to affected areas in Asia, Africa, North and South America, and Oceania, and to regions with presently no or very few cases, including cities in Europe and Japan. The global contribution of sylvatic dengue cycles is small but meaningful. Our methodological approach can differentiate the factors favoring risk in different world regions, thus allowing for management strategies to be prepared specifically for each of these regions.
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Affiliation(s)
- Alisa Aliaga-Samanez
- Grupo de Biogeografía, Diversidad y Conservación, Departamento de Biología Animal, Facultad de Ciencias, Universidad de Málaga, Málaga, Spain
- * E-mail:
| | - Marina Cobos-Mayo
- Grupo de Biogeografía, Diversidad y Conservación, Departamento de Biología Animal, Facultad de Ciencias, Universidad de Málaga, Málaga, Spain
| | - Raimundo Real
- Grupo de Biogeografía, Diversidad y Conservación, Departamento de Biología Animal, Facultad de Ciencias, Universidad de Málaga, Málaga, Spain
- Instituto IBYDA, Centro de Experimentación Grice-Hutchinson, Málaga, Spain
| | - Marina Segura
- Centro de Vacunación Internacional de Málaga, Ministerio de Sanidad, Consumo y Bienestar Social, Málaga, Spain
| | - David Romero
- Grupo de Biogeografía, Diversidad y Conservación, Departamento de Biología Animal, Facultad de Ciencias, Universidad de Málaga, Málaga, Spain
- Laboratorio de Desarrollo Sustentable y Gestión Ambiental del Territorio, Facultad de Ciencias, Universidad de la República, Montevideo, Uruguay
| | - Julia E. Fa
- Division of Biology and Conservation Ecology, Manchester Metropolitan University, Manchester, United Kingdom
- Center for International Forestry Research (CIFOR), CIFOR Headquarters, Bogor, Indonesia
| | - Jesús Olivero
- Grupo de Biogeografía, Diversidad y Conservación, Departamento de Biología Animal, Facultad de Ciencias, Universidad de Málaga, Málaga, Spain
- Instituto IBYDA, Centro de Experimentación Grice-Hutchinson, Málaga, Spain
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Ong J, Aik J, Ng LC. Short Report: Adult Aedes abundance and risk of dengue transmission. PLoS Negl Trop Dis 2021; 15:e0009475. [PMID: 34081695 PMCID: PMC8205144 DOI: 10.1371/journal.pntd.0009475] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [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: 12/06/2020] [Revised: 06/15/2021] [Accepted: 05/12/2021] [Indexed: 11/18/2022] Open
Abstract
Dengue is transmitted mainly by the adult female Aedes aegypti mosquito. However, little is known about the impact of adult Aedes abundance on the risk of dengue transmission. Here we analysed nationally representative dengue case and vector surveillance data collected from Singapore, to determine the effect of adult Aedes abundance on the risk of dengue transmission. A case was an area with active dengue transmission as indicated by the presence of dengue cluster. A control was an area where no dengue cluster was reported. Using multivariate logistic regression, we analysed 88 cases and 602 controls and estimated the odds of dengue cluster formation at various adult Aedes abundance levels, estimated by the mean number of adult female Aedes per Gravitrap per week and categorised into Low, Moderate, High and Very High abundance level. We found that the risk of dengue cluster formation was positively associated with adult Ae. aegypti abundance. We observed a three to four-fold increase in the odds of dengue clusters forming in areas with High (AOR: 3.40, 95% CI: 2.09, 5.52) and Very High (AOR: 3.99, 95% CI: 2.46, 6.46) adult Aedes aegypti abundance level compared to those with low Ae. aegypti abundance level. Our study strengthens the evidence for the use of adult Aedes indices for dengue risk assessment and early warning for dengue outbreaks. Entomological indicators of adult Ae. aegypti could be used to anticipate and prioritize areas for dengue control.
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Affiliation(s)
- Janet Ong
- Environmental Health Institute, National Environment Agency, Singapore, Singapore
| | - Joel Aik
- Environmental Health Institute, National Environment Agency, Singapore, Singapore
| | - Lee Ching Ng
- Environmental Health Institute, National Environment Agency, Singapore, Singapore
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
- * E-mail:
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Slavov SN, Santos EV, Hespanhol MR, Rodrigues ES, Haddad R, Ubiali EMA, Covas DT, Kashima S. Dengue RNA detection and seroprevalence in blood donors during an outbreak in the São Paulo State, Brazil, 2016. J Med Virol 2021; 93:3344-3349. [PMID: 33090520 DOI: 10.1002/jmv.26619] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 07/31/2020] [Revised: 10/05/2020] [Accepted: 10/20/2020] [Indexed: 11/10/2022]
Abstract
Most dengue virus (DENV) infections remain asymptomatic. This increases the risk of DENV transfusion transmission (TT-DENV) during outbreaks. We evaluated DENV viremia in 8475 blood donations assembled in minipools for the presence of DENV RNA. The tested samples were obtained between February and May, 2016, during a large DENV outbreak in Ribeirão Preto city, northeast region of the São Paulo State, Brazil. The DENV RNA + samples were serotyped and screened for DENV NS1. We also tested a significant number of plasma samples (n = 372) to estimate the DENV seroprevalence among blood donors in the region. We detected three DENV RNA + samples in the tested blood donations (n = 3/8475, 0.04%). From these, two samples were further serotyped as DENV-1 and one sample as DENV-2. All DENV RNA positive samples were negative for anti-DENV IgG, indicating the presence of primary acute infection. Moreover, two of the DENV RNA + samples were also NS1 antigen positive (antigenemia). The anti-DENV IgG seroprevalence among blood donor population was 50.8% (n = 189/372). Our results are in accordance with the presence of DENV primary infection in blood donors which can lead to transfusion transmission of the infection to recipients. Measures to exclude such donors should be adopted to prevent TT-DENV.
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Affiliation(s)
- Svetoslav N Slavov
- Blood Center of Ribeirão Preto, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
- Department of Internal Medicine, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Brazil
| | - Elaine V Santos
- Blood Center of Ribeirão Preto, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Marta R Hespanhol
- Blood Center of Ribeirão Preto, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Evandra S Rodrigues
- Blood Center of Ribeirão Preto, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Rodrigo Haddad
- Laboratory of Clinical Analyses, Faculty of Ceilandia, University of Brasilia, Brasilia, Federal District, Brazil
- Center for Tropical Medicine, Faculty of Medicine, University of Brasilia, Brasilia, Federal District, Brazil
| | - Eugênia M A Ubiali
- Blood Center of Ribeirão Preto, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Dimas T Covas
- Blood Center of Ribeirão Preto, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
- Department of Internal Medicine, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Brazil
| | - Simone Kashima
- Blood Center of Ribeirão Preto, Faculty of Medicine of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
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Arham AF, Amin L, Mustapa MAC, Mahadi Z, Yaacob M, Ibrahim M. Stakeholders' attitudes to outdoor residual spraying technique for dengue control in Malaysia: A PLS-SEM approach. PLoS Negl Trop Dis 2021; 15:e0009493. [PMID: 34185785 PMCID: PMC8274932 DOI: 10.1371/journal.pntd.0009493] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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] [Received: 12/01/2020] [Revised: 07/12/2021] [Accepted: 05/21/2021] [Indexed: 12/01/2022] Open
Abstract
Outdoor Residual Spraying (ORS) technique is a complementary preventive measure for dengue. The alarming number of dengue cases in Malaysia requires an alternative method to control dengue besides the traditional method such as fogging. However, the introduction of new technologies depends on social acceptance. Therefore, this study was important to determine the factors that influence stakeholders' attitudes towards the ORS and the moderating factor. A validated instrument was used to randomly interview 399 respondents representing two stakeholder groups which consist of scientists, and the public in Klang Valley, Malaysia. The findings revealed that the stakeholders claimed to have a high degree of religiosity, a high level of trust in the key players, perceived ORS as having high benefits, and displayed highly positive attitudes towards the ORS. The attitudes model towards the ORS model was developed using the SmartPLS software version. The perceived benefit was endorsed as the most important direct predictor of attitudes towards the ORS (ß = 0.618, P<0.001), followed by trust in the key players (ß = 0.151, P<0.001). It is also interesting to note that religiosity served as a moderator for the association between perceived benefit (ß = 0.075, P = 0.024) and perceived risk (ß = 0.114, P = 0.006) with attitudes towards the ORS. The identified predictor factors of stakeholders' attitudes toward the ORS and the moderating factor can serve as indicators for social acceptance of ORS in developing countries. These indicators can help the policymakers in decision making to implement this technique.
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Affiliation(s)
- Ahmad Firdhaus Arham
- Pusat Pengajian Citra Universiti, Universiti Kebangsaan Malaysia, UKM Bangi, Selangor, Malaysia
| | - Latifah Amin
- Pusat Pengajian Citra Universiti, Universiti Kebangsaan Malaysia, UKM Bangi, Selangor, Malaysia
- The Institute of Islam Hadhari (HADHARI), Universiti Kebangsaan Malaysia, UKM Bangi, Selangor, Malaysia
| | | | - Zurina Mahadi
- Pusat Pengajian Citra Universiti, Universiti Kebangsaan Malaysia, UKM Bangi, Selangor, Malaysia
| | - Mashitoh Yaacob
- Pusat Pengajian Citra Universiti, Universiti Kebangsaan Malaysia, UKM Bangi, Selangor, Malaysia
| | - Maznah Ibrahim
- Pusat Pengajian Citra Universiti, Universiti Kebangsaan Malaysia, UKM Bangi, Selangor, Malaysia
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Liyanage P, Rocklöv J, Tissera HA. The impact of COVID-19 lockdown on dengue transmission in Sri Lanka; A natural experiment for understanding the influence of human mobility. PLoS Negl Trop Dis 2021; 15:e0009420. [PMID: 34111117 PMCID: PMC8192006 DOI: 10.1371/journal.pntd.0009420] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [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] [Received: 12/11/2020] [Accepted: 04/28/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Dengue is one of the major public health problems in Sri Lanka. Its outbreak pattern depends on a multitude of drivers, including human mobility. Here we evaluate the impact of COVID-19 related mobility restriction (lockdown) on the risk of dengue in Sri Lanka. METHODOLOGY Two-stage hierarchical models were fitted using an interrupted time-series design based on the notified dengue cases, January 2015 to July 2020. In the first stage model, the district level impact was estimated using quasi-Poisson regression models while accounting for temporal trends. Estimates were pooled at zonal and national levels in the second stage model using meta-analysis. The influence of the extended period of school closure on dengue in children in the western province was compared to adults. FINDINGS Statistically significant and homogeneous reduction of dengue risk was observed at all levels during the lockdown. Overall an 88% reduction in risk (RR 0.12; 95% CI from 0.08 to 0.17) was observed at the national level. The highest impact was observed among children aged less than 19 years showing a 92% reduction (RR 0.8; 95% CI from 0.03 to 0.25). We observed higher impact in the dry zone having 91% reduction (RR 0.09; 95% CI from 0.05 to 0.15) compared to wet zone showing 83% reduction (RR 0.17; 95% CI from 0.09 to 0.30). There was no indication that the overall health-seeking behaviour for dengue had a substantial influence on these estimates. SIGNIFICANCE This study offers a broad understanding of the change in risk of dengue during the COVID-19 pandemic and associated mobility restrictions in Sri Lanka. The analysis using the mobility restrictions as a natural experiment suggests mobility patterns to be a very important driver of dengue transmission.
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Affiliation(s)
- Prasad Liyanage
- Department of Epidemiology and Global Health, Umeå University, Umeå, Sweden
- Ministry of Health, Colombo, 01000, Sri Lanka
| | - Joacim Rocklöv
- Department of Public Health and Clinical Medicine, Section of Sustainable Health, Umeå University, Umeå, Sweden
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Fustec B, Phanitchat T, Aromseree S, Pientong C, Thaewnongiew K, Ekalaksananan T, Cerqueira D, Poinsignon A, Elguero E, Bangs MJ, Alexander N, Overgaard HJ, Corbel V. Serological biomarker for assessing human exposure to Aedes mosquito bites during a randomized vector control intervention trial in northeastern Thailand. PLoS Negl Trop Dis 2021; 15:e0009440. [PMID: 34043621 PMCID: PMC8189451 DOI: 10.1371/journal.pntd.0009440] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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] [Received: 09/16/2020] [Revised: 06/09/2021] [Accepted: 05/04/2021] [Indexed: 01/21/2023] Open
Abstract
Background Aedes mosquitoes are vectors for several major arboviruses of public health concern including dengue viruses. The relationships between Aedes infestation and disease transmission are complex wherein the epidemiological dynamics can be difficult to discern because of a lack of robust and sensitive indicators for predicting transmission risk. This study investigates the use of anti-Aedes saliva antibodies as a serological biomarker for Aedes mosquito bites to assess small scale variations in adult Aedes density and dengue virus (DENV) transmission risk in northeastern Thailand. Individual characteristics, behaviors/occupation and socio-demographics, climatic and epidemiological risk factors associated with human-mosquito exposure are also addressed. Methods The study was conducted within a randomized clustered control trial in Roi Et and Khon Kaen provinces over a consecutive 19 months period. Thirty-six (36) clusters were selected, each of ten houses. Serological and entomological surveys were conducted in all houses every four months and monthly in three sentinel households per cluster between September 2017 and April 2019 for blood spot collections and recording concurrent immature and adult Aedes indices. Additionally, the human exposure to Aedes mosquito bites (i.e., Mosquito Exposure Index or MEI) was estimated by ELISA measuring levels of human antibody response to the specific Nterm-34 kDa salivary antigen. The relationships between the MEI, vector infestation indices (adult and immature stages) and vector DENV infection were evaluated using a two-level (house and individual levels) mixed model analysis with one-month lag autoregressive correlation. Results There was a strong positive relationship between the MEI and adult Aedes (indoor and outdoor) density. Individuals from households with a medium mosquito density (mean difference: 0.091, p<0.001) and households with a high mosquito density (mean difference: 0.131, p<0.001) had higher MEI’s compared to individuals from households without Aedes. On a similar trend, individuals from households with a low, medium or high indoor Aedes densities (mean difference: 0.021, p<0.007, 0.053, p<0.0001 and 0.037, p<0.0001 for low, medium and high levels of infestation, respectively) had higher MEI than individuals from houses without indoor Aedes. The MEI was driven by individual characteristics, such as gender, age and occupation/behaviors, and varied according to climatic, seasonal factors and vector control intervention (p<0.05). Nevertheless, the study did not demonstrate a clear correlation between MEI and the presence of DENV-infected Aedes. Conclusion This study represents an important step toward the validation of the specific IgG response to the Aedes salivary peptide Nterm-34kDa as a proxy measure for Aedes infestation levels and human-mosquito exposure risk in a dengue endemic setting. The use of the IgG response to the Nterm-34 kDa peptide as a viable diagnostic tool for estimating dengue transmission requires further investigations and validation in other geographical and transmission settings. Aedes mosquitoes and the viruses they transmit are major public health concerns for over half of the global human population. However, the quantitative relationships between virus transmission and vector mosquito infestation remain unclear despite numerous indicators used to estimate transmission risk and predict dengue outbreaks. The aim of this study is to investigate the use of a salivary biomarker to assess the small-scale variation in human exposure to Aedes bites and the risk of dengue infection in the context of a vector control intervention in northeastern Thailand. A cohort of 539 persons visited every four months, including 161 individuals visited monthly, were recruited for routine serological and concurrent household entomological surveys during 19 consecutive months follow-up. Antibody response to Aedes bites was measured by enzyme-linked immunosorbent assays to assess the mosquito exposure index (MEI) and association with the Aedes adult and immature abundance as well as the presence of dengue virus (DENV) in adult mosquitoes (transmission risk). Additionally, the individual (cohort), climatic, and vector control intervention risk factors associated with MEI are explored. This study demonstrates that the MEI was strongly related to household adult Aedes density, particularly indoors resting mosquitoes. Additionally, the MEI was influenced by individual characteristics (i.e., person age, gender, staying indoors), and varied according to seasons and intervention. Nonetheless, no clear relationship between MEI and dengue transmission risk (i.e., vector infection) was detected. This study demonstrated the potential usefulness of the MEI to assess heterogeneity in adult Aedes infestation indices that could assist public health authorities to rapidly identify mosquito “hot spots” and the timeliness of effective vector control interventions.
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Affiliation(s)
- Benedicte Fustec
- Univ Montpellier, Montpellier, France
- Khon Kaen University, Khon Kaen, Thailand
- MIVEGEC, Univ Montpellier, IRD, CNRS, Montpellier, France
- * E-mail: (BF); (VC)
| | - Thipruethai Phanitchat
- Department of Medical Entomology, Faculty of Tropical Medicine, Mahidol University, Bangkok
| | - Sirinart Aromseree
- Khon Kaen University, Khon Kaen, Thailand
- HPV & EBV and Carcinogenesis Research Group, Khon Kaen University, Khon Kaen, Thailand
| | - Chamsai Pientong
- Khon Kaen University, Khon Kaen, Thailand
- HPV & EBV and Carcinogenesis Research Group, Khon Kaen University, Khon Kaen, Thailand
| | | | - Tipaya Ekalaksananan
- Khon Kaen University, Khon Kaen, Thailand
- HPV & EBV and Carcinogenesis Research Group, Khon Kaen University, Khon Kaen, Thailand
| | - Dominique Cerqueira
- Public Health & Malaria Control, International SOS, Mimika, Papua, Indonesia
| | | | - Eric Elguero
- MIVEGEC, Univ Montpellier, IRD, CNRS, Montpellier, France
| | - Michael J. Bangs
- Public Health & Malaria Control, International SOS, Mimika, Papua, Indonesia
- Department of Entomology, Faculty of Agriculture, Kasetsart University, Bangkok, Thailand
| | - Neal Alexander
- London School of Hygiene and Tropical Medicine, London, United Kingdom
| | | | - Vincent Corbel
- Univ Montpellier, Montpellier, France
- MIVEGEC, Univ Montpellier, IRD, CNRS, Montpellier, France
- * E-mail: (BF); (VC)
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López MS, Jordan DI, Blatter E, Walker E, Gómez AA, Müller GV, Mendicino D, Robert MA, Estallo EL. Dengue emergence in the temperate Argentinian province of Santa Fe, 2009-2020. Sci Data 2021; 8:134. [PMID: 34016998 PMCID: PMC8137689 DOI: 10.1038/s41597-021-00914-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [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: 08/18/2020] [Accepted: 04/01/2021] [Indexed: 11/24/2022] Open
Abstract
Dengue virus (DENV) transmission occurs primarily in tropical and subtropical climates, but within the last decade it has extended to temperate regions. Santa Fe, a temperate province in Argentina, has experienced an increase in dengue cases and virus circulation since 2009, with the recent 2020 outbreak being the largest in the province to date. The aim of this work is to describe spatio-temporal fluctuations of dengue cases from 2009 to 2020 in Santa Fe Province. The data presented in this work provide a detailed description of DENV transmission for Santa Fe Province by department. These data are useful to assist in investigating drivers of dengue emergence in Santa Fe Province and for developing a better understanding of the drivers and the impacts of ongoing dengue emergence in temperate regions across the world. This work provides data useful for future studies including those investigating socio-ecological, climatic, and environmental factors associated with DENV transmission, as well as those investigating other variables related to the biology and the ecology of vector-borne diseases.
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Affiliation(s)
- María S López
- Centro de Estudios de Variabilidad y Cambio Climático (CEVARCAM), Facultad de Ingeniería y Ciencias Hídricas, Universidad Nacional del Litoral, Ciudad Universitaria, Paraje El Pozo, Santa Fe, Argentina
- Centro de Investigaciones sobre Endemias Nacionales (CIEN), Facultad de Bioquímica y Ciencias Biológicas, Universidad Nacional del Litoral, Ciudad Universitaria, Paraje El Pozo, Santa Fe, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Santa Fe, Argentina
| | - Daniela I Jordan
- Dirección de Bioquímica y Red de Laboratorios, Ministerio de Salud de la Provincia de Santa Fe, Bv Gálvez 1563 1er piso, Santa Fe, Argentina
| | - Evelyn Blatter
- Centro de Estudios de Variabilidad y Cambio Climático (CEVARCAM), Facultad de Ingeniería y Ciencias Hídricas, Universidad Nacional del Litoral, Ciudad Universitaria, Paraje El Pozo, Santa Fe, Argentina
| | - Elisabet Walker
- Centro de Estudios de Variabilidad y Cambio Climático (CEVARCAM), Facultad de Ingeniería y Ciencias Hídricas, Universidad Nacional del Litoral, Ciudad Universitaria, Paraje El Pozo, Santa Fe, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Santa Fe, Argentina
| | - Andrea A Gómez
- Centro de Estudios de Variabilidad y Cambio Climático (CEVARCAM), Facultad de Ingeniería y Ciencias Hídricas, Universidad Nacional del Litoral, Ciudad Universitaria, Paraje El Pozo, Santa Fe, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Santa Fe, Argentina
| | - Gabriela V Müller
- Centro de Estudios de Variabilidad y Cambio Climático (CEVARCAM), Facultad de Ingeniería y Ciencias Hídricas, Universidad Nacional del Litoral, Ciudad Universitaria, Paraje El Pozo, Santa Fe, Argentina
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Santa Fe, Argentina
| | - Diego Mendicino
- Centro de Investigaciones sobre Endemias Nacionales (CIEN), Facultad de Bioquímica y Ciencias Biológicas, Universidad Nacional del Litoral, Ciudad Universitaria, Paraje El Pozo, Santa Fe, Argentina
| | - Michael A Robert
- Department of Mathematics and Applied Mathematics, Virginia Commonwealth University, 1015 Floyd Ave., Richmond, VA, 23284, USA
| | - Elizabet L Estallo
- Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET), Santa Fe, Argentina.
- Instituto de Investigaciones Biológicas y Tecnológicas (IIBYT) CONICET- Universidad Nacional de Córdoba, Centro de Investigaciones Entomológicas de Córdoba, Facultad de Ciencias Exactas, Físicas y Naturales, Universidad Nacional de Córdoba. Av. Vélez Sarsfield 1611, CP (X5016GCA), Ciudad Universitaria, Córdoba Capital, Argentina.
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Olson MF, Juarez JG, Kraemer MUG, Messina JP, Hamer GL. Global patterns of aegyptism without arbovirus. PLoS Negl Trop Dis 2021; 15:e0009397. [PMID: 33951038 PMCID: PMC8128236 DOI: 10.1371/journal.pntd.0009397] [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] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 05/17/2021] [Accepted: 04/19/2021] [Indexed: 12/14/2022] Open
Abstract
The world's most important mosquito vector of viruses, Aedes aegypti, is found around the world in tropical, subtropical and even some temperate locations. While climate change may limit populations of Ae. aegypti in some regions, increasing temperatures will likely expand its territory thus increasing risk of human exposure to arboviruses in places like Europe, Northern Australia and North America, among many others. Most studies of Ae. aegypti biology and virus transmission focus on locations with high endemicity or severe outbreaks of human amplified urban arboviruses, such as dengue, Zika, and chikungunya viruses, but rarely on areas at the margins of endemicity. The objective in this study is to explore previously published global patterns in the environmental suitability for Ae. aegypti and dengue virus to reveal deviations in the probability of the vector and human disease occurring. We developed a map showing one end of the gradient being higher suitability of Ae. aegypti with low suitability of dengue and the other end of the spectrum being equal and higher environmental suitability for both Ae. aegypti and dengue. The regions of the world with Ae. aegypti environmental suitability and no endemic dengue transmission exhibits a phenomenon we term 'aegyptism without arbovirus'. We then tested what environmental and socioeconomic variables influence this deviation map revealing a significant association with human population density, suggesting that locations with lower human population density were more likely to have a higher probability of aegyptism without arbovirus. Characterizing regions of the world with established populations of Ae. aegypti but little to no autochthonous transmission of human-amplified arboviruses is an important step in understanding and achieving aegyptism without arbovirus.
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Affiliation(s)
- Mark F. Olson
- Department of Entomology, Texas A&M University, College Station, Texas, United States of America
| | - Jose G. Juarez
- Department of Entomology, Texas A&M University, College Station, Texas, United States of America
| | | | - Jane P. Messina
- School of Geography and the Environment, and Oxford School of Global and Area Studies, University of Oxford, Oxford, United Kingdom
| | - Gabriel L. Hamer
- Department of Entomology, Texas A&M University, College Station, Texas, United States of America
- * E-mail:
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Li Z, Wang J, Cheng X, Hu H, Guo C, Huang J, Chen Z, Lu J. The worldwide seroprevalence of DENV, CHIKV and ZIKV infection: A systematic review and meta-analysis. PLoS Negl Trop Dis 2021; 15:e0009337. [PMID: 33909610 PMCID: PMC8109817 DOI: 10.1371/journal.pntd.0009337] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [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] [Received: 08/13/2020] [Revised: 05/10/2021] [Accepted: 03/28/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND As the three major arthropod-borne viruses, dengue virus (DENV), chikungunya virus (CHIKV), and zika virus (ZIKV) are posing a growing threat to global public health and socioeconomic development. Our study aimed to systematically review the global seroprevalences of these arboviruses from existing publications. METHODS Articles published between Jan 01, 2000 and Dec 31, 2019 in the databases of Embase, Pubmed and Web of Science were searched and collected. Countries or areas with known local presence of Aedes vector mosquitoes were included. Random effects model was utilized to estimate the pooled seroprevalences and the proportion of inapparent infection. RESULTS Out of 1375, a total of 133 articles involving 176,001 subjects were included for our analysis. The pooled seroprevalences of DENV, CHIKV and ZIKV were 38%, 25% and 18%, respectively; and their corresponding proportions of inapparent infections were 80%, 40% and 50%. The South-East Asia Region had the highest seroprevalences of DENV and CHIKV, while the Region of the Americas had the highest seroprevalence of ZIKV. The seroprevalences of DENV and CHIKV were similar when comparing developed and developing countries, urban and rural areas, or among different populations. In addition, we observed a decreased global seroprevalences in the new decade (2010-2019) comparing to the decade before (2000-2009) for CHIKV. For ZIKV, the positive rates tested with the nucleic acid detection method were lower than those tested with the antibody detection method. Lastly, numerous cases of dual seropositivity for CHIKV and DENV were reported. CONCLUSIONS Our results revealed a varied prevalence of arbovirus infections in different geographical regions and countries, and the inapparent infection accounted an unneglected portion of infections that requires more attention. This study will shed lights on our understanding of the true burden of arbovirus infections and promote appropriate vaccination in the future.
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Affiliation(s)
- Zhihui Li
- School of Public Health, Sun Yat-Sen University, Guangzhou, Guangdong Province, China
| | - Jin Wang
- School of Public Health, Sun Yat-Sen University, Guangzhou, Guangdong Province, China
| | - Xiaomin Cheng
- School of Public Health, Sun Yat-Sen University, Guangzhou, Guangdong Province, China
| | - Huan Hu
- School of Public Health, Sun Yat-Sen University, Guangzhou, Guangdong Province, China
| | - Cheng Guo
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York City, New York, United States of America
| | - Jingyi Huang
- Songgang People’s Hospital of Bao’an District, Shenzhen, Guangdong Province, China
| | - Zeliang Chen
- School of Public Health, Sun Yat-Sen University, Guangzhou, Guangdong Province, China
- * E-mail: (ZC); (JL)
| | - Jiahai Lu
- School of Public Health, Sun Yat-Sen University, Guangzhou, Guangdong Province, China
- * E-mail: (ZC); (JL)
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Adelino TÉR, Giovanetti M, Fonseca V, Xavier J, de Abreu ÁS, do Nascimento VA, Demarchi LHF, Oliveira MAA, da Silva VL, de Mello ALES, Cunha GM, Santos RH, de Oliveira EC, Júnior JAC, de Melo Iani FC, de Filippis AMB, de Abreu AL, de Jesus R, de Albuquerque CFC, Rico JM, do Carmo Said RF, Silva JA, de Moura NFO, Leite P, Frutuoso LCV, Haddad SK, Martínez A, Barreto FK, Vazquez CC, da Cunha RV, Araújo ELL, de Oliveira Tosta SF, de Araújo Fabri A, Chalhoub FLL, da Silva Lemos P, de Bruycker-Nogueira F, de Castro Lichs GG, Zardin MCSU, Segovia FMC, Gonçalves CCM, Grillo ZDCF, Slavov SN, Pereira LA, Mendonça AF, Pereira FM, de Magalhães JJF, Dos Santos Júnior ADCM, de Lima MM, Nogueira RMR, Góes-Neto A, de Carvalho Azevedo VA, Ramalho DB, Oliveira WK, Macario EM, de Medeiros AC, Pimentel V, Holmes EC, de Oliveira T, Lourenço J, Alcantara LCJ. Field and classroom initiatives for portable sequence-based monitoring of dengue virus in Brazil. Nat Commun 2021; 12:2296. [PMID: 33863880 PMCID: PMC8052316 DOI: 10.1038/s41467-021-22607-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [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: 09/16/2020] [Accepted: 03/17/2021] [Indexed: 12/17/2022] Open
Abstract
Brazil experienced a large dengue virus (DENV) epidemic in 2019, highlighting a continuous struggle with effective control and public health preparedness. Using Oxford Nanopore sequencing, we led field and classroom initiatives for the monitoring of DENV in Brazil, generating 227 novel genome sequences of DENV1-2 from 85 municipalities (2015-2019). This equated to an over 50% increase in the number of DENV genomes from Brazil available in public databases. Using both phylogenetic and epidemiological models we retrospectively reconstructed the recent transmission history of DENV1-2. Phylogenetic analysis revealed complex patterns of transmission, with both lineage co-circulation and replacement. We identified two lineages within the DENV2 BR-4 clade, for which we estimated the effective reproduction number and pattern of seasonality. Overall, the surveillance outputs and training initiative described here serve as a proof-of-concept for the utility of real-time portable sequencing for research and local capacity building in the genomic surveillance of emerging viruses.
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Affiliation(s)
- Talita Émile Ribeiro Adelino
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Marta Giovanetti
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil.
| | - Vagner Fonseca
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Joilson Xavier
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Álvaro Salgado de Abreu
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Valdinete Alves do Nascimento
- Laboratório de Ecologia de Doenças Transmissíveis na Amazônia, Instituto Leônidas e Maria Deane, Fiocruz, Manaus, Amazonas, Brazil
| | | | | | | | | | | | - Roselene Hans Santos
- Laboratório Central de Saúde Pública Dr. Milton Bezerra Sobral, Recife, Pernambuco, Brazil
| | | | | | - Felipe Campos de Melo Iani
- Laboratório Central de Saúde Pública do Estado de Minas Gerais, Fundação Ezequiel Dias, Belo Horizonte, Minas Gerais, Brazil
| | - Ana Maria Bispo de Filippis
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | - André Luiz de Abreu
- Coordenação Geral dos Laboratórios de Saúde Pública, Secretaria de Vigilância em Saúde, Ministério da Saúde, Brasília, Distrito Federal, Brazil
| | - Ronaldo de Jesus
- Coordenação Geral dos Laboratórios de Saúde Pública, Secretaria de Vigilância em Saúde, Ministério da Saúde, Brasília, Distrito Federal, Brazil
| | | | - Jairo Mendez Rico
- Organização Pan-Americana da Saúde/Organização Mundial da Saúde, Brasília, Distrito Federal, Brazil
| | | | - Joscélio Aguiar Silva
- Coordenação Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde, Brasília, Distrito Federal, Brazil
| | - Noely Fabiana Oliveira de Moura
- Coordenação Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde, Brasília, Distrito Federal, Brazil
| | - Priscila Leite
- Coordenação Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde, Brasília, Distrito Federal, Brazil
| | - Lívia Carla Vinhal Frutuoso
- Coordenação Geral das Arboviroses, Secretaria de Vigilância em Saúde/Ministério da Saúde, Brasília, Distrito Federal, Brazil
| | | | | | | | | | | | - Emerson Luiz Lima Araújo
- Coordenação Geral dos Laboratórios de Saúde Pública, Secretaria de Vigilância em Saúde, Ministério da Saúde, Brasília, Distrito Federal, Brazil
| | | | - Allison de Araújo Fabri
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Flávia Löwen Levy Chalhoub
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | | | | | | | | | | | - Luiz Augusto Pereira
- Laboratório Central de Saúde Pública Dr. Giovanni Cysneiros, Goiânia, Goiás, Brazil
| | - Ana Flávia Mendonça
- Laboratório Central de Saúde Pública Dr. Giovanni Cysneiros, Goiânia, Goiás, Brazil
| | | | | | | | | | - Rita Maria Ribeiro Nogueira
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil
| | - Aristóteles Góes-Neto
- Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | - Dario Brock Ramalho
- Secretaria de Saúde do Estado de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | | | | | | | - Victor Pimentel
- Instituto de Higiene e Medicina Tropical, Universidade Nova de Lisboa, Lisboa, Portugal
| | - Edward C Holmes
- Marie Bashir Institute for Infectious Diseases and Biosecurity, School of Life and Environmental Sciences and School of Medical Sciences, University of Sydney, Sydney, NSW, Australia
| | - Tulio de Oliveira
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), College of Health Sciences, University of KwaZulu-Natal, Durban, South Africa
| | - José Lourenço
- Department of Zoology, Peter Medawar Building, University of Oxford, Oxford, UK.
| | - Luiz Carlos Junior Alcantara
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Rio de Janeiro, Brazil.
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Warnes CM, Santacruz-Sanmartín E, Bustos Carrillo F, Vélez ID. Surveillance and Epidemiology of Dengue in Medellín, Colombia from 2009 to 2017. Am J Trop Med Hyg 2021; 104:1719-1728. [PMID: 33755586 PMCID: PMC8103481 DOI: 10.4269/ajtmh.19-0728] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Accepted: 01/22/2021] [Indexed: 11/07/2022] Open
Abstract
Dengue is the most prevalent arthropod-borne viral disease in humans, primarily transmitted by the Aedes aegypti mosquito. We conducted a descriptive analysis of dengue cases from 2009 to 2017 in Medellín, Colombia, using data available from the Secretariat of Health. We analyzed the burden of outbreak years on the healthcare system, risk of cases exhibiting severe illness, potential disease surveillance problems, gender and age as risk factors, and spatiotemporal patterns of disease occurrence. Our data consisted of 50,083 cases, separated based on whether they were diagnostic test negative, diagnostic test positive (primarily IgM ELISA), clinically confirmed, epidemiologically linked, or probable. We used dengue incidence to analyze epidemiological trends between our study years, related to human movement patterns, between gender and age-groups, and spatiotemporally. We used risk to analyze the severity of dengue cases between the study years. We identified human movement could contributed to dengue spread, and male individuals (incidence rate: 0.86; 95% CI: 0.76-0.96) and individuals younger than 15 years (incidence rate: 1.24; 95% CI: 1.13-1.34) have higher incidence of dengue and located critical parts of the city where dengue incidence was high. Analysis was limited by participant diagnostic information, data concerning circulating strains, and a lack of phylogenetic information. Understanding the characteristics of dengue is a fundamental part of improving the health outcomes of at-risk populations. This analysis will be useful to support studies and initiatives to counteract dengue and provide context to the surveillance data collected by the health authorities in Medellín.
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Affiliation(s)
- Colin M. Warnes
- Programa de Estudio y Control de Enfermedades Tropicales (PECET), Universidad de Antioquia, Medellín, Colombia
| | - Eduardo Santacruz-Sanmartín
- Programa de Estudio y Control de Enfermedades Tropicales (PECET), Universidad de Antioquia, Medellín, Colombia
| | | | - Iván Darío Vélez
- Programa de Estudio y Control de Enfermedades Tropicales (PECET), Universidad de Antioquia, Medellín, Colombia
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Nosrat C, Altamirano J, Anyamba A, Caldwell JM, Damoah R, Mutuku F, Ndenga B, LaBeaud AD. Impact of recent climate extremes on mosquito-borne disease transmission in Kenya. PLoS Negl Trop Dis 2021; 15:e0009182. [PMID: 33735293 PMCID: PMC7971569 DOI: 10.1371/journal.pntd.0009182] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [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] [Received: 06/29/2020] [Accepted: 01/26/2021] [Indexed: 01/12/2023] Open
Abstract
Climate change and variability influence temperature and rainfall, which impact vector abundance and the dynamics of vector-borne disease transmission. Climate change is projected to increase the frequency and intensity of extreme climate events. Mosquito-borne diseases, such as dengue fever, are primarily transmitted by Aedes aegypti mosquitoes. Freshwater availability and temperature affect dengue vector populations via a variety of biological processes and thus influence the ability of mosquitoes to effectively transmit disease. However, the effect of droughts, floods, heat waves, and cold waves is not well understood. Using vector, climate, and dengue disease data collected between 2013 and 2019 in Kenya, this retrospective cohort study aims to elucidate the impact of extreme rainfall and temperature on mosquito abundance and the risk of arboviral infections. To define extreme periods of rainfall and land surface temperature (LST), we calculated monthly anomalies as deviations from long-term means (1983–2019 for rainfall, 2000–2019 for LST) across four study locations in Kenya. We classified extreme climate events as the upper and lower 10% of these calculated LST or rainfall deviations. Monthly Ae. aegypti abundance was recorded in Kenya using four trapping methods. Blood samples were also collected from children with febrile illness presenting to four field sites and tested for dengue virus using an IgG enzyme-linked immunosorbent assay (ELISA) and polymerase chain reaction (PCR). We found that mosquito eggs and adults were significantly more abundant one month following an abnormally wet month. The relationship between mosquito abundance and dengue risk follows a non-linear association. Our findings suggest that early warnings and targeted interventions during periods of abnormal rainfall and temperature, especially flooding, can potentially contribute to reductions in risk of viral transmission. Dengue is a rapidly spreading mosquito-borne disease transmitted primarily by Aedes aegypti mosquitoes. As climate change leads to extremes in rainfall and temperature, the abundance and populations of these vectors will be affected, thus influencing transmission of dengue. Using satellite-derived climate data for Kenya, we classified months that experienced highly abnormal rainfall and temperature as extreme climate events (floods, droughts, heat waves, or cold waves). We compared the average monthly Ae. aegypti abundance and confirmed dengue counts following extreme climate months using lag periods of one month and two months, respectively. This study utilized several statistical models to account for differences among study sites and time. Floods resulted in significantly increased egg and adult abundance. Our results contributed to a better understanding of the effect of climate variability and change on dengue. As suggested by our observed increase in vector counts yet a relatively unchanged dengue infection risk, human behavior can help reduce viral transmission. Targeted interventions should be focused on both reducing vector populations and limiting human-vector contact, especially during these climate anomalies.
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Affiliation(s)
- Cameron Nosrat
- Program in Human Biology, Stanford University, Stanford, California, United States of America
- * E-mail:
| | - Jonathan Altamirano
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California, United States of America
| | - Assaf Anyamba
- Universities Space Research Association & NASA Goddard Space Flight Center, Greenbelt, Maryland, United States of America
| | - Jamie M. Caldwell
- Department of Biology, Stanford University, Stanford, California, United States of America
| | - Richard Damoah
- Morgan State University & NASA Goddard Space Flight Center, Greenbelt, Maryland, United States of America
| | | | - Bryson Ndenga
- Centre for Global Health Research, Kenya Medical Research Institute, Kisumu, Kenya
| | - A. Desiree LaBeaud
- Department of Pediatrics, Stanford University School of Medicine, Stanford, California, United States of America
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Jabeen A, Ansari JA, Ikram A, Khan MA, Qaisrani MI, Khan S, Safdar M. First Report of Aedes albopictus (Diptera: Culicidae) in District Mirpur, Azad Jammu and Kashmir, Pakistan. J Med Entomol 2021; 58:943-946. [PMID: 32990723 DOI: 10.1093/jme/tjaa202] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Indexed: 06/11/2023]
Abstract
Our article documents the presence of Aedes albopictus (Skuse) from urban and rural locations in the lower Himalaya Mountains, northern Pakistan. Larvae were collected from graveyards, junkyards, plant nurseries, parks, and houses. Used tires, bird drinking pots, and water storage containers were the most common containers used by this mosquito. In the absence of Aedes aegypti (L.) (Diptera: Culicidae), Ae. albopictus appears to be the primary vector of recent dengue virus outbreaks.
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Affiliation(s)
- Aliya Jabeen
- Field Epidemiology and Disease Surveillance Division, National Institute of Health, Islamabad, Pakistan
| | - Jamil A Ansari
- Field Epidemiology and Disease Surveillance Division, National Institute of Health, Islamabad, Pakistan
| | - Aamer Ikram
- Field Epidemiology and Disease Surveillance Division, National Institute of Health, Islamabad, Pakistan
| | - Mumtaz Ali Khan
- Field Epidemiology and Disease Surveillance Division, National Institute of Health, Islamabad, Pakistan
| | - Moin Iqbal Qaisrani
- Field Epidemiology and Disease Surveillance Division, National Institute of Health, Islamabad, Pakistan
| | - Saira Khan
- Field Epidemiology and Disease Surveillance Division, National Institute of Health, Islamabad, Pakistan
| | - Muhammad Safdar
- Field Epidemiology and Disease Surveillance Division, National Institute of Health, Islamabad, Pakistan
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Rasli R, Cheong YL, Che Ibrahim MK, Farahininajua Fikri SF, Norzali RN, Nazarudin NA, Hamdan NF, Muhamed KA, Hafisool AA, Azmi RA, Ismail HA, Ali R, Ab Hamid N, Taib MZ, Omar T, Wasi Ahmad N, Lee HL. Insecticide resistance in dengue vectors from hotspots in Selangor, Malaysia. PLoS Negl Trop Dis 2021; 15:e0009205. [PMID: 33755661 PMCID: PMC7987141 DOI: 10.1371/journal.pntd.0009205] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [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] [Received: 04/14/2020] [Accepted: 02/03/2021] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND In Malaysia, dengue remains a top priority disease and usage of insecticides is the main method for dengue vector control. Limited baseline insecticide resistance data in dengue hotspots has prompted us to conduct this study. The present study reports the use of a map on the insecticide susceptibility status of Aedes aegypti and Aedes albopictus to provide a quick visualization and overview of the distribution of insecticide resistance. METHOD AND RESULTS The insecticide resistance status of Aedes populations collected from 24 dengue hotspot areas from the period of December 2018 until June 2019 was proactively monitored using the World Health Organization standard protocol for adult and larval susceptibility testing was conducted, together with elucidation of the mechanisms involved in observed resistance. For resistance monitoring, susceptibility to three adulticides (permethrin, deltamethrin, and malathion) was tested, as well as susceptibility to the larvicide, temephos. Data showed significant resistance to both deltamethrin and permethrin (pyrethroid insecticides), and to malathion (organophosphate insecticide) in all sampled Aedes aegypti populations, while variable resistance patterns were found in the sampled Aedes albopictus populations. Temephos resistance was observed when larvae were tested using the diagnostic dosage of 0.012mg/L but not at the operational dosage of 1mg/L for both species. CONCLUSION The present study highlights evidence of a potential threat to the effectiveness of insecticides currently used in dengue vector control, and the urgent requirement for insecticide resistance management to be integrated into the National Dengue Control Program.
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Affiliation(s)
- Rosilawati Rasli
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Yoon Ling Cheong
- Biomedical Epidemiology Unit, Special Resource Centre, Institute for Medical Research, Ministry of Health, Kuala Lumpur, Malaysia
| | - M. Khairuddin Che Ibrahim
- Biomedical Research, Strategic & Innovation Management Unit, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Siti Futri Farahininajua Fikri
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Rusydi Najmuddin Norzali
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Nur Ayuni Nazarudin
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Nur Fadillah Hamdan
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Khairul Asuad Muhamed
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Afiq Ahnaf Hafisool
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Ruziyatul Aznieda Azmi
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Harith Aswad Ismail
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Roziah Ali
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Nurulhusna Ab Hamid
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Mohd Zainuldin Taib
- Biomedical Museum Unit, Special Resource Centre, Institute for Medical Research, Ministry of Health, Kuala Lumpur, Malaysia
| | - Topek Omar
- Federal Territory Health Department of Kuala Lumpur and Putrajaya, Ministry of Health, Kuala Lumpur, Malaysia
| | - Nazni Wasi Ahmad
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
| | - Han Lim Lee
- Medical Entomology Unit, Infectious Disease Research Centre, Institute for Medical Research, National Institute of Health, Ministry of Health, Selangor, Malaysia
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Mudele O, Frery AC, Zanandrez LFR, Eiras AE, Gamba P. Modeling dengue vector population with earth observation data and a generalized linear model. Acta Trop 2021; 215:105809. [PMID: 33385364 DOI: 10.1016/j.actatropica.2020.105809] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [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: 12/23/2019] [Revised: 12/19/2020] [Accepted: 12/21/2020] [Indexed: 11/27/2022]
Abstract
Mosquitoes propagate many human diseases, some widespread and with no vaccines. The Ae. aegypti mosquito vector transmits Zika, Chikungunya, and Dengue viruses. Effective public health interventions to control the spread of these diseases and protect the population require models that explain the core environmental drivers of the vector population. Field campaigns are expensive, and data from meteorological sites that feed models with the required environmental data often lack detail. As a consequence, we explore temporal modeling of the population of Ae. aegypti mosquito vector species and environmental conditions- temperature, moisture, precipitation, and vegetation- have been shown to have significant effects. We use earth observation (EO) data as our source for estimating these biotic and abiotic environmental variables based on proxy features, namely: Normalized difference vegetation index, Normalized difference water index, Precipitation, and Land surface temperature. We obtained our response variable from field-collected mosquito population measured weekly using 791 mosquito traps in Vila Velha city, Brazil, for 36 weeks in 2017, and 40 weeks in 2018. Recent similar studies have used machine learning (ML) techniques for this task. However, these techniques are neither intuitive nor explainable from an operational point of view. As a result, we use a Generalized Linear Model (GLM) to model this relationship due to its fitness for count response variable modeling, its interpretability, and the ability to visualize the confidence intervals for all inferences. Also, to improve our model, we use the Akaike Information Criterion to select the most informative environmental features. Finally, we show how to improve the quality of the model by weighting our GLM. Our resulting weighted GLM compares well in quality with ML techniques: Random Forest and Support Vector Machines. These results provide an advancement with regards to qualitative and explainable epidemiological risk modeling in urban environments.
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Affiliation(s)
- Oladimeji Mudele
- Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Italy.
| | - Alejandro C Frery
- School of Mathematics and Statistics, Victoria University at Wellington, New Zealand
| | | | - Alvaro E Eiras
- Laboratory of Technological Innovation and Entrepreneurship in Vector Control Department of Parasitology, Federal University of Minas Gerais, Belo Horizonte 31270-901, Brazil
| | - Paolo Gamba
- Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Italy
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Metelmann S, Liu X, Lu L, Caminade C, Liu K, Cao L, Medlock JM, Baylis M, Morse AP, Liu Q. Assessing the suitability for Aedes albopictus and dengue transmission risk in China with a delay differential equation model. PLoS Negl Trop Dis 2021; 15:e0009153. [PMID: 33770107 PMCID: PMC7996998 DOI: 10.1371/journal.pntd.0009153] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [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] [Received: 01/07/2020] [Accepted: 01/20/2021] [Indexed: 01/04/2023] Open
Abstract
Dengue is considered non-endemic to mainland China. However, travellers frequently import the virus from overseas and local mosquito species can then spread the disease in the population. As a consequence, mainland China still experiences large dengue outbreaks. Temperature plays a key role in these outbreaks: it affects the development and survival of the vector and the replication rate of the virus. To better understand its implication in the transmission risk of dengue, we developed a delay differential equation model that explicitly simulates temperature-dependent development periods and tested it with collected field data for the Asian tiger mosquito, Aedes albopictus. The model predicts mosquito occurrence locations with a high accuracy (Cohen's κ of 0.78) and realistically replicates mosquito population dynamics. Analysing the infection dynamics during the 2014 dengue outbreak that occurred in Guangzhou showed that the outbreak could have lasted for another four weeks if mosquito control interventions had not been undertaken. Finally, we analyse the dengue transmission risk in mainland China. We find that southern China, including Guangzhou, can have more than seven months of dengue transmission per year while even Beijing, in the temperate north, can have dengue transmission during hot summer months. The results demonstrate the importance of using detailed vector and infection ecology, especially when vector-borne disease transmission risk is modelled over a broad range of climatic zones.
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Affiliation(s)
- Soeren Metelmann
- Institute for Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, United Kingdom
| | - Xiaobo Liu
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, WHO Collaborating Centre for Vector Surveillance and Management, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Liang Lu
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, WHO Collaborating Centre for Vector Surveillance and Management, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Cyril Caminade
- Institute for Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, United Kingdom
| | - Keke Liu
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, WHO Collaborating Centre for Vector Surveillance and Management, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Lina Cao
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, WHO Collaborating Centre for Vector Surveillance and Management, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- School of Public Health, Shandong University, Jinan, China
| | - Jolyon M. Medlock
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, United Kingdom
- Medical Entomology Group, Public Health England, Salisbury, United Kingdom
| | - Matthew Baylis
- Institute for Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, United Kingdom
| | - Andrew P. Morse
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, United Kingdom
- School of Environmental Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Qiyong Liu
- State Key Laboratory of Infectious Disease Prevention and Control, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, WHO Collaborating Centre for Vector Surveillance and Management, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- School of Public Health, Shandong University, Jinan, China
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Su Yin M, Bicout DJ, Haddawy P, Schöning J, Laosiritaworn Y, Sa-angchai P. Added-value of mosquito vector breeding sites from street view images in the risk mapping of dengue incidence in Thailand. PLoS Negl Trop Dis 2021; 15:e0009122. [PMID: 33684130 PMCID: PMC7971869 DOI: 10.1371/journal.pntd.0009122] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [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: 07/31/2020] [Revised: 03/18/2021] [Accepted: 01/11/2021] [Indexed: 11/19/2022] Open
Abstract
Dengue is an emerging vector-borne viral disease across the world. The primary dengue mosquito vectors breed in containers with sufficient water and nutrition. Outdoor containers can be detected from geotagged images using state-of-the-art deep learning methods. In this study, we utilize such container information from street view images in developing a risk mapping model and determine the added value of including container information in predicting dengue risk. We developed seasonal-spatial models in which the target variable dengue incidence was explained using weather and container variable predictors. Linear mixed models with fixed and random effects are employed in our models to account for different characteristics of containers and weather variables. Using data from three provinces of Thailand between 2015 and 2018, the models are developed at the sub-district level resolution to facilitate the development of effective targeted intervention strategies. The performance of the models is evaluated with two baseline models: a classic linear model and a linear mixed model without container information. The performance evaluated with the correlation coefficients, R-squared, and AIC shows the proposed model with the container information outperforms both baseline models in all three provinces. Through sensitivity analysis, we investigate the containers that have a high impact on dengue risk. Our findings indicate that outdoor containers identified from street view images can be a useful data source in building effective dengue risk models and that the resulting models have potential in helping to target container elimination interventions.
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Affiliation(s)
- Myat Su Yin
- Faculty of ICT, Mahidol University, Nakhon Pathom, Thailand
| | - Dominique J. Bicout
- Biomathematics and Epidemiology, EPSP-TIMC, UMR CNRS 5525, Grenoble-Alpes University, VetAgro Sup, Grenoble, France
- Laue–Langevin Institute, Theory group, Grenoble, France
| | - Peter Haddawy
- Faculty of ICT, Mahidol University, Nakhon Pathom, Thailand
- Bremen Spatial Cognition Center, University of Bremen, Bremen, Germany
| | - Johannes Schöning
- Bremen Spatial Cognition Center, University of Bremen, Bremen, Germany
| | - Yongjua Laosiritaworn
- Information Technology Center, Department of Disease Control, Ministry of Public Health, Bangkok, Thailand
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Lippi CA, Stewart-Ibarra AM, Endy TP, Abbott M, Cueva C, Heras F, Polhemus M, Beltrán-Ayala E, Ryan SJ. Exploring the utility of social-ecological and entomological risk factors for dengue infection as surveillance indicators in the dengue hyper-endemic city of Machala, Ecuador. PLoS Negl Trop Dis 2021; 15:e0009257. [PMID: 33740003 PMCID: PMC8011822 DOI: 10.1371/journal.pntd.0009257] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [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: 08/31/2020] [Revised: 03/31/2021] [Accepted: 02/19/2021] [Indexed: 11/17/2022] Open
Abstract
The management of mosquito-borne diseases is a challenge in southern coastal Ecuador, where dengue is hyper-endemic and co-circulates with other arboviral diseases. Prior work in the region has explored social-ecological factors, dengue case data, and entomological indices. In this study, we bring together entomological and epidemiological data to describe links between social-ecological factors associated with risk of dengue transmission at the household level in Machala, Ecuador. Households surveys were conducted from 2014-2017 to assess the presence of adult Aedes aegypti (collected via aspiration) and to enumerate housing conditions, demographics, and mosquito prevention behaviors. Household-level dengue infection status was determined by laboratory diagnostics in 2014-2015. Bivariate analyses and multivariate logistic regression models were used to identify social-ecological variables associated with household presence of female Ae. aegypti and household dengue infection status, respectively. Aedes aegypti presence was associated with interruptions in water service and weekly trash collection, and household air conditioning was protective against mosquito presence. Presence of female Ae. aegypti was not associated with household dengue infections. We identified shaded patios and head of household employment status as risk factors for household-level dengue infection, while window screening in good condition was identified as protective against dengue infection. These findings add to our understanding of the systems of mosquito-borne disease transmission in Machala, and in the larger region of southern Ecuador, aiding in the development of improved vector surveillance efforts, and targeted interventions.
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Affiliation(s)
- Catherine A. Lippi
- Quantitative Disease Ecology and Conservation (QDEC) Lab Group, Department of Geography, University of Florida, Gainesville, Florida, United States of America
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America
| | - Anna M. Stewart-Ibarra
- Inter-American Institute for Global Change Research, Department of Montevideo, Montevideo, Uruguay
- Institute for Global Health and Translational Studies, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, United States of America
- Department of Medicine, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, United States of America
| | - Timothy P. Endy
- Institute for Global Health and Translational Studies, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, United States of America
- Department of Medicine, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, United States of America
- Department of Microbiology and Immunology, State University of New York (SUNY) Upstate Medical University, Syracuse, New York
| | - Mark Abbott
- Institute for Global Health and Translational Studies, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, United States of America
- Department of Microbiology and Immunology, State University of New York (SUNY) Upstate Medical University, Syracuse, New York
| | - Cinthya Cueva
- Institute for Global Health and Translational Studies, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, United States of America
| | - Froilán Heras
- Institute for Global Health and Translational Studies, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, United States of America
- Department of Medicine, State University of New York (SUNY) Upstate Medical University, Syracuse, New York, United States of America
| | - Mark Polhemus
- Coalition for Epidemic Preparedness Innovations (CEPI), Washington, D.C., United States of America
| | | | - Sadie J. Ryan
- Quantitative Disease Ecology and Conservation (QDEC) Lab Group, Department of Geography, University of Florida, Gainesville, Florida, United States of America
- Emerging Pathogens Institute, University of Florida, Gainesville, Florida, United States of America
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Lim JT, Chew LZX, Choo ELW, Dickens BSL, Ong J, Aik J, Ng LC, Cook AR. Increased Dengue Transmissions in Singapore Attributable to SARS-CoV-2 Social Distancing Measures. J Infect Dis 2021; 223:399-402. [PMID: 33000172 PMCID: PMC7543616 DOI: 10.1093/infdis/jiaa619] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [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: 08/07/2020] [Accepted: 09/28/2020] [Indexed: 12/02/2022] Open
Abstract
Social distancing (SD) measures aimed at curbing the spread of SARS-CoV-2 remain an important public health intervention. Little is known about the collateral impact of reduced mobility on the risk of other communicable diseases. We used differences in dengue case counts pre- and post implementation of SD measures and exploited heterogeneity in SD treatment effects among different age groups in Singapore to identify the spillover effects of SD measures. SD policy caused an increase of over 37.2% in dengue cases from baseline. Additional measures to preemptively mitigate the risk of other communicable diseases must be considered before the implementation/reimplementation of SARS-CoV-2 SD measures.
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Affiliation(s)
- Jue Tao Lim
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - Lawrence Zheng Xiong Chew
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
- Department of Geography, Faculty of Arts and Social Sciences, National University of Singapore, Singapore, Singapore
| | - Esther Li Wen Choo
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
- Department of Biological Sciences, Faculty of Science, National University of Singapore, Singapore, Singapore
| | - Borame Sue Lee Dickens
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - Janet Ong
- Environmental Health Institute, National Environmental Agency, Singapore, Singapore
| | - Joel Aik
- Environmental Health Institute, National Environmental Agency, Singapore, Singapore
| | - Lee Ching Ng
- Environmental Health Institute, National Environmental Agency, Singapore, Singapore
| | - Alex R Cook
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
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49
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Chan EYY, Lo ESK, Huang Z, Lam HCY, Yeung MPS, Kwok KO, Hung KKC, Tse SLA. Sociodemographic predictors of knowledge, mosquito bite patterns and protective behaviors concerning vector borne disease: The case of dengue fever in Chinese subtropical city, Hong Kong. PLoS Negl Trop Dis 2021; 15:e0008993. [PMID: 33465094 PMCID: PMC7846016 DOI: 10.1371/journal.pntd.0008993] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [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: 04/14/2020] [Revised: 01/29/2021] [Accepted: 11/19/2020] [Indexed: 12/17/2022] Open
Abstract
Geographic pattern of dengue fever is changing due to the global environmental and climate changes in the 21st century. Evidence of community's knowledge, mosquito bite patterns and protective behavior practices in non-endemic regions is limited. This study examined the knowledge of dengue, mosquito bite patterns, protective behavior practices and their associated factors in Hong Kong, a non-endemic subtropical city. A population-based random telephone survey (n = 590) was conducted three weeks after the government announcement of a local dengue outbreak in August 2018. Sociodemographic status, awareness, knowledge, protective measures, bite patterns of mosquito were collected. Results indicated high level of community awareness of the local outbreak (95.2%), symptom identification (84.0%) and adoption of at least one mosquito protective measures (nearly 80%). About 40% of respondents reported that they were bitten by mosquitoes during the study period, a high mosquito season in Hong Kong. Mosquito bites were prevalent near grassy area (63.4%), at home (42.6%) and at public transportation waiting spots (39.6%). Younger people (< 25 years old), female, those who lived on lower floors (≤the 6th) and near grassy area were at higher risk of mosquito bites at home. Respondents perceived higher threat of dengue to society were more likely to practice mosquito prevention. While residential factors affected their indoor prevention, other socio-demographic factors affected the outdoor prevention. Practicing prevention behaviors were associated with self-reported mosquito bite at home. Furthermore, the general prevention uptake rate unchanged after the announcement of local dengue outbreak. Although the uptake rate of protective measures during August was high, 40% participants reported they were bitten. Also public locations are more common area for bites, which suggested stronger mosquito prevention and control on public environments and more personal protective behaviors should be advocated.
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Affiliation(s)
- Emily Ying Yang Chan
- Collaborating Centre for Oxford University and CUHK for Disaster and Medical Humanitarian Response (CCOUC), JC (Jockey Club) School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
- * E-mail:
| | - Eugene Siu Kai Lo
- Collaborating Centre for Oxford University and CUHK for Disaster and Medical Humanitarian Response (CCOUC), JC (Jockey Club) School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Zhe Huang
- Collaborating Centre for Oxford University and CUHK for Disaster and Medical Humanitarian Response (CCOUC), JC (Jockey Club) School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Holly Ching Yu Lam
- Collaborating Centre for Oxford University and CUHK for Disaster and Medical Humanitarian Response (CCOUC), JC (Jockey Club) School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - May Pui-shan Yeung
- Collaborating Centre for Oxford University and CUHK for Disaster and Medical Humanitarian Response (CCOUC), JC (Jockey Club) School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Kin-on Kwok
- JC (Jockey Club) School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
- Stanley Ho Centre for Emerging Infectious Diseases, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
- Shenzhen Research Institute of the Chinese University of Hong Kong, Shenzhen, China
| | - Kevin Kei Ching Hung
- Accident and Emergency Medicine Academic Unit, Prince of Wales Hospital, Hong Kong Special Administrative Region, China
| | - Shelly Lap-ah Tse
- JC (Jockey Club) School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
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50
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Schaber KL, Perkins TA, Lloyd AL, Waller LA, Kitron U, Paz-Soldan VA, Elder JP, Rothman AL, Civitello DJ, Elson WH, Morrison AC, Scott TW, Vazquez-Prokopec GM. Disease-driven reduction in human mobility influences human-mosquito contacts and dengue transmission dynamics. PLoS Comput Biol 2021; 17:e1008627. [PMID: 33465065 PMCID: PMC7845972 DOI: 10.1371/journal.pcbi.1008627] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 01/29/2021] [Accepted: 12/11/2020] [Indexed: 02/01/2023] Open
Abstract
Heterogeneous exposure to mosquitoes determines an individual’s contribution to vector-borne pathogen transmission. Particularly for dengue virus (DENV), there is a major difficulty in quantifying human-vector contacts due to the unknown coupled effect of key heterogeneities. To test the hypothesis that the reduction of human out-of-home mobility due to dengue illness will significantly influence population-level dynamics and the structure of DENV transmission chains, we extended an existing modeling framework to include social structure, disease-driven mobility reductions, and heterogeneous transmissibility from different infectious groups. Compared to a baseline model, naïve to human pre-symptomatic infectiousness and disease-driven mobility changes, a model including both parameters predicted an increase of 37% in the probability of a DENV outbreak occurring; a model including mobility change alone predicted a 15.5% increase compared to the baseline model. At the individual level, models including mobility change led to a reduction of the importance of out-of-home onward transmission (R, the fraction of secondary cases predicted to be generated by an individual) by symptomatic individuals (up to -62%) at the expense of an increase in the relevance of their home (up to +40%). An individual’s positive contribution to R could be predicted by a GAM including a non-linear interaction between an individual’s biting suitability and the number of mosquitoes in their home (>10 mosquitoes and 0.6 individual attractiveness significantly increased R). We conclude that the complex fabric of social relationships and differential behavioral response to dengue illness cause the fraction of symptomatic DENV infections to concentrate transmission in specific locations, whereas asymptomatic carriers (including individuals in their pre-symptomatic period) move the virus throughout the landscape. Our findings point to the difficulty of focusing vector control interventions reactively on the home of symptomatic individuals, as this approach will fail to contain virus propagation by visitors to their house and asymptomatic carriers. Human mobility patterns can play an integral role in vector-borne disease dynamics by characterizing an individual’s potential contacts with disease-transmitting vectors. Dengue virus is transmitted by a sedentary vector, but human mobility allows individuals to have contact with mosquitoes at their home and other houses they frequent (their activity space). When accounting for the decreased mobility of symptomatic dengue cases in an agent-based simulation model, however, we found a severely diminished role of the activity space in onward transmission. Those who received the majority of their mosquito contacts outside their home experienced decreases in expected bites and onward transmission when mobility changes were accounted for. Onward transmission was driven by a synergistic relationship between the number of mosquitoes in an individual’s home and their biting suitability, where even those with the highest biting suitability would have limited contribution to transmission given a low number of household mosquitoes. Reactive vector control, which often targets symptomatic cases, could be effective for slowing onward transmission from these cases, but will fail to control virus transmission due to the disproportionate contribution of asymptomatic infections.
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Affiliation(s)
- Kathryn L. Schaber
- Program of Population Biology, Ecology and Evolution, Emory University, Atlanta, Georgia, United States of America
| | - T. Alex Perkins
- Department of Biological Sciences and Eck Institute for Global Health, University of Notre Dame, Notre Dame, Indiana, United States of America
| | - Alun L. Lloyd
- Biomathematics Graduate Program and Department of Mathematics, North Carolina State University, Raleigh, North Carolina, United States of America
| | - Lance A. Waller
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Uriel Kitron
- Department of Environmental Sciences, Emory University, Atlanta, Georgia, United States of America
| | - Valerie A. Paz-Soldan
- Department of Global Community Health and Behavioral Sciences, Tulane School of Public Health and Tropical Medicine, New Orleans, Louisiana, United States of America
| | - John P. Elder
- Graduate School of Public Health, San Diego State University, San Diego, California, United States of America
| | - Alan L. Rothman
- Institute for Immunology and Informatics and Department of Cell and Molecular Biology, University of Rhode Island, Providence, Rhode Island, United States of America
| | - David J. Civitello
- Department of Biology, Emory University, Atlanta, Georgia, United States of America
| | - William H. Elson
- Department of Entomology and Nematology, University of California Davis, Davis, California, United States of America
| | - Amy C. Morrison
- Department of Pathology, Microbiology, and Immunology, School of Veterinary Medicine, University of California, Davis, California, United States of America
| | - Thomas W. Scott
- Department of Entomology and Nematology, University of California Davis, Davis, California, United States of America
| | - Gonzalo M. Vazquez-Prokopec
- Program of Population Biology, Ecology and Evolution, Emory University, Atlanta, Georgia, United States of America
- Department of Environmental Sciences, Emory University, Atlanta, Georgia, United States of America
- * E-mail:
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