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Martínez D, Gómez M, Hernández C, Campo-Palacio S, González-Robayo M, Montilla M, Pavas-Escobar N, Tovar-Acero C, Geovo-Arias L, Valencia-Urrutia E, Córdoba-Renteria N, Carrillo-Hernandez MY, Ruiz-Saenz J, Martinez-Gutierrez M, Paniz-Mondolfi A, Patiño LH, Muñoz M, Ramírez JD. Cryptic transmission and novel introduction of Dengue 1 and 2 genotypes in Colombia. Virus Evol 2024; 10:veae068. [PMID: 39347444 PMCID: PMC11429525 DOI: 10.1093/ve/veae068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 07/03/2024] [Accepted: 08/27/2024] [Indexed: 10/01/2024] Open
Abstract
Dengue fever remains as a public health challenge in Colombia, standing as the most prevalent infectious disease in the country. The cyclic nature of dengue epidemics, occurring approximately every 3 years, is intricately linked to meteorological events like El Niño Southern Oscillation (ENSO). Therefore, the Colombian system faces challenges in genomic surveillance. This study aimed to evaluate local dengue virus (DENV) transmission and genetic diversity in four Colombian departments with heterogeneous incidence patterns (department is first-level territorial units in Colombia). For this study, we processed 266 serum samples to identify DENV. Subsequently, we obtained 118 genome sequences by sequencing DENV genomes from serum samples of 134 patients infected with DENV-1 and DENV-2 serotypes. The predominant serotype was DENV-2 (108/143), with the Asian-American (AA) genotype (91/118) being the most prevalent one. Phylogenetic analysis revealed concurrent circulation of two lineages of both DENV-2 AA and DENV-1 V, suggesting ongoing genetic exchange with sequences from Venezuela and Cuba. The continuous migration of Venezuelan citizens into Colombia can contribute to this exchange, emphasizing the need for strengthened prevention measures in border areas. Notably, the time to most recent common ancestor analysis identified cryptic transmission of DENV-2 AA since approximately 2015, leading to the recent epidemic. This challenges the notion that major outbreaks are solely triggered by recent virus introductions, emphasizing the importance of active genomic surveillance. The study also highlighted the contrasting selection pressures on DENV-1 V and DENV-2 AA, with the latter experiencing positive selection, possibly influencing its transmissibility. The presence of a cosmopolitan genotype in Colombia, previously reported in Brazil and Peru, raises concerns about transmission routes, emphasizing the necessity for thorough DENV evolution studies. Despite limitations, the study underscores genomic epidemiology's crucial role in early detection and comprehension of DENV genotypes, recommending the use of advanced sequencing techniques as an early warning system to help prevent and control dengue outbreaks in Colombia and worldwide.
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Affiliation(s)
- David Martínez
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
| | - Marcela Gómez
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
- Grupo de Investigación en Ciencias Básicas (NÚCLEO) Facultad de Ciencias e Ingeniería, Universidad de Boyacá, Tunja, Colombia
| | - Carolina Hernández
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
- Centro de Tecnología en Salud (CETESA), Innovaseq SAS, Bogotá, Colombia
- Molecular Microbiology Laboratory, Department of Pathology, Molecular and Cell-based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Sandra Campo-Palacio
- Laboratorio de Salud Pública, Secretaría de Salud Departamental Meta, Villavicencio, Colombia
| | - Marina González-Robayo
- Laboratorio de Salud Pública, Secretaría de Salud Departamental Meta, Villavicencio, Colombia
| | - Marcela Montilla
- Laboratorio de Salud Pública, Secretaría de Salud Departamental Meta, Villavicencio, Colombia
- Universidad Cooperativa de Colombia, Villavicencio, Colombia
| | - Norma Pavas-Escobar
- Laboratorio de Salud Pública, Secretaría de Salud Departamental Meta, Villavicencio, Colombia
- Universidad Cooperativa de Colombia, Villavicencio, Colombia
| | - Catalina Tovar-Acero
- Grupo de Enfermedades Tropicales y Resistencia Bacteriana, Universidad del Sinú, Montería, Córdoba, Colombia
| | - Lillys Geovo-Arias
- Secretaria de Salud departamental Chocó-Laboratorio de Salud Pública, Chocó, Colombia
| | | | | | - Marlen Y Carrillo-Hernandez
- Grupo de Investigación en Ciencias Animales-GRICA, Universidad Cooperativa de Colombia, Bucaramanga, Colombia
- Programa de Estudio y Control de Enfermedades Tropicales-PECET, Universidad de Antioquia, Medellín, Colombia
| | - Julian Ruiz-Saenz
- Grupo de Investigación en Ciencias Animales-GRICA, Universidad Cooperativa de Colombia, Bucaramanga, Colombia
| | - Marlen Martinez-Gutierrez
- Grupo de Investigación en Ciencias Animales-GRICA, Universidad Cooperativa de Colombia, Bucaramanga, Colombia
- Programa de Estudio y Control de Enfermedades Tropicales-PECET, Universidad de Antioquia, Medellín, Colombia
| | - Alberto Paniz-Mondolfi
- Molecular Microbiology Laboratory, Department of Pathology, Molecular and Cell-based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Luz H Patiño
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
| | - Marina Muñoz
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
- Molecular Epidemiology Laboratory, Instituto de Biotecnología-UN (IBUN), Universidad Nacional de Colombia, Bogotá, Colombia
| | - Juan David Ramírez
- Centro de Investigaciones en Microbiología y Biotecnología-UR (CIMBIUR), Facultad de Ciencias Naturales, Universidad del Rosario, Bogotá, Colombia
- Molecular Microbiology Laboratory, Department of Pathology, Molecular and Cell-based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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Lagrave A, Enfissi A, Tirera S, Demar MP, Jaonasoa J, Carod JF, Ramavoson T, Succo T, Carvalho L, Devos S, Dorleans F, Leon L, Berlioz-Arthaud A, Musso D, Lavergne A, Rousset D. Re-Emergence of DENV-3 in French Guiana: Retrospective Analysis of Cases That Circulated in the French Territories of the Americas from the 2000s to the 2023-2024 Outbreak. Viruses 2024; 16:1298. [PMID: 39205272 PMCID: PMC11360160 DOI: 10.3390/v16081298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 07/26/2024] [Accepted: 07/28/2024] [Indexed: 09/04/2024] Open
Abstract
French Guiana experienced an unprecedented dengue epidemic during 2023-2024. Prior to the 2023-2024 outbreak in French Guiana, DENV-3 had not circulated in an epidemic manner since 2005. We therefore studied retrospectively the strains circulating in the French Territories of the Americas (FTA)-French Guiana, Guadeloupe, and Martinique-from the 2000s to the current epidemic. To this end, DENV-3 samples from the collection of the National Reference Center for Arboviruses in French Guiana (NRCA-FG) were selected and sequenced using next-generation sequencing (NGS) based on Oxford Nanopore Technologies, ONT. Phylogenetic analysis showed that (i) the 97 FTA sequences obtained all belonged to genotype III (GIII); (ii) between the 2000s and 2013, the regional circulation of the GIII American-I lineage was the source of the FTA cases through local extinctions and re-introductions; (iii) multiple introductions of lineages of Asian origin appear to be the source of the 2019-2021 epidemic in Martinique and the 2023-2024 epidemic in French Guiana. Genomic surveillance is a key factor in identifying circulating DENV genotypes, monitoring strain evolution, and identifying import events.
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Affiliation(s)
- Alisé Lagrave
- Arbovirus National Reference Center, Virology Unit, Institut Pasteur de la Guyane, Cayenne 97300, French Guiana; (A.L.); (A.E.); (S.T.); (A.L.)
| | - Antoine Enfissi
- Arbovirus National Reference Center, Virology Unit, Institut Pasteur de la Guyane, Cayenne 97300, French Guiana; (A.L.); (A.E.); (S.T.); (A.L.)
| | - Sourakhata Tirera
- Arbovirus National Reference Center, Virology Unit, Institut Pasteur de la Guyane, Cayenne 97300, French Guiana; (A.L.); (A.E.); (S.T.); (A.L.)
| | - Magalie Pierre Demar
- Laboratoire Centre Hospitalier de Cayenne, Cayenne 97300, French Guiana; (M.P.D.); (J.J.)
| | - Jean Jaonasoa
- Laboratoire Centre Hospitalier de Cayenne, Cayenne 97300, French Guiana; (M.P.D.); (J.J.)
| | - Jean-François Carod
- Department of Biology, West French Guiana Hospital Center, Saint-Laurent-du-Maroni 97320, French Guiana; (J.-F.C.); (T.R.)
| | - Tsiriniaina Ramavoson
- Department of Biology, West French Guiana Hospital Center, Saint-Laurent-du-Maroni 97320, French Guiana; (J.-F.C.); (T.R.)
| | - Tiphanie Succo
- Santé Publique France, Cellule Guyane, Cayenne 97300, French Guiana; (T.S.); (L.C.); (S.D.)
| | - Luisiane Carvalho
- Santé Publique France, Cellule Guyane, Cayenne 97300, French Guiana; (T.S.); (L.C.); (S.D.)
| | - Sophie Devos
- Santé Publique France, Cellule Guyane, Cayenne 97300, French Guiana; (T.S.); (L.C.); (S.D.)
| | - Frédérique Dorleans
- Santé Publique France, Cellule Antilles, French Caribbean Islands; (F.D.); (L.L.)
| | - Lucie Leon
- Santé Publique France, Cellule Antilles, French Caribbean Islands; (F.D.); (L.L.)
| | | | - Didier Musso
- Laboratoires Eurofins Guyane, French Guiana; (A.B.-A.); (D.M.)
| | - Anne Lavergne
- Arbovirus National Reference Center, Virology Unit, Institut Pasteur de la Guyane, Cayenne 97300, French Guiana; (A.L.); (A.E.); (S.T.); (A.L.)
| | - Dominique Rousset
- Arbovirus National Reference Center, Virology Unit, Institut Pasteur de la Guyane, Cayenne 97300, French Guiana; (A.L.); (A.E.); (S.T.); (A.L.)
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Acosta-España JD, Dueñas-Espín I, Grijalva Narvaez DF, Altamirano-Jara JB, Gómez-Jaramillo AM, Rodriguez-Morales AJ. Analysis of inpatient data on dengue fever, malaria and leishmaniasis in Ecuador: A cross-sectional national study, 2015-2022. New Microbes New Infect 2024; 60-61:101421. [PMID: 38818245 PMCID: PMC11137557 DOI: 10.1016/j.nmni.2024.101421] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 04/30/2024] [Accepted: 05/06/2024] [Indexed: 06/01/2024] Open
Abstract
Background Despite concerted efforts in South America, these diseases continue to pose a significant burden of morbidity and mortality in endemic regions. This study aimed to analyse hospital data and investigate the hospitalisation rates of dengue fever, leishmaniasis, and malaria in Ecuador between 2015 and 2022. Methods Open-access databases from the National Institute of Statistics and Censuses of Ecuador between 2015 and 2022 were analysed. Data were filtered using specific terms for each disease (ICD-10), and descriptive statistics of geographical distributions were calculated using Microsoft Excel, Stata 14.2, and Rstudio. Results Dengue had the highest burden, with 31,616 reported cases, followed by malaria (1,316) and leishmaniasis (283). From 2015 to 2022, the highest hospitalisation rate per 105 inhabitants for dengue was observed in Sucumbios province (697.2), for malaria in Pastaza province (108.4), and for leishmaniasis in Morona Santiago province (18.8). The data's trend analysis revealed a slight increase in dengue and mild downward trends in hospitalisation for malaria and leishmaniasis. Conclusions The results suggest that vector-borne disease control has failed in Ecuador. Unfortunately, there was no significant trend towards a decrease in dengue, malaria, and leishmaniasis in Ecuador during the years studied. This study highlights the need to optimise sustainable vector control programs and emphasises continuous monitoring of disease incidence and control measures.
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Affiliation(s)
- Jaime David Acosta-España
- Health Sciences Faculty, Universidad Internacional SEK (UISEK), Quito, 170120, Ecuador
- Postgraduate Program in Infectious Diseases, School of Medicine, Pontificia Universidad Católica del Ecuador, Quito, Ecuador
- Institute of Microbiology, Friedrich Schiller University Jena, Jena, Germany
| | - Ivan Dueñas-Espín
- Instituto de Salud Pública, Postgrado de Medicina Familiar y Comunitaria, Facultad de Medicina, Pontificia Universidad Católica del Ecuador, Quito, Ecuador
| | | | - Jenny Belén Altamirano-Jara
- Medical Graduate of the Faculty of Medicine of the Evandro Chagas University Rio de Janeiro, Rio de Janeiro, Brazil
| | - Ana María Gómez-Jaramillo
- Pontifical Catholic University of Ecuador, Quito, Ecuador
- Centro de Investigación para la Salud en América Latina (CISeAL), Quito, Ecuador
| | - Alfonso J. Rodriguez-Morales
- Master Program of Clinical Epidemiology and Biostatistics, School of Medicine, Universidad Científica del Sur, Lima, 4861, Peru
- Gilbert and Rose-Marie Chagoury School of Medicine, Lebanese American University, Beirut, P.O. Box 36, Lebanon
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Cerpas C, Vásquez G, Moreira H, Juarez JG, Coloma J, Harris E, Bennett SN, Balmaseda Á. Introduction of New Dengue Virus Lineages of Multiple Serotypes after COVID-19 Pandemic, Nicaragua, 2022. Emerg Infect Dis 2024; 30:1203-1213. [PMID: 38782023 PMCID: PMC11138998 DOI: 10.3201/eid3006.231553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2024] Open
Abstract
Major dengue epidemics throughout Nicaragua's history have been dominated by 1 of 4 dengue virus serotypes (DENV-1-4). To examine serotypes during the dengue epidemic in Nicaragua in 2022, we performed real-time genomic surveillance in-country and documented cocirculation of all 4 serotypes. We observed a shift toward co-dominance of DENV-1 and DENV-4 over previously dominant DENV-2. By analyzing 135 new full-length DENV sequences, we found that introductions underlay the resurgence: DENV-1 clustered with viruses from Ecuador in 2014 rather than those previously seen in Nicaragua; DENV-3, which last circulated locally in 2014, grouped instead with Southeast Asia strains expanding into Florida and Cuba in 2022; and new DENV-4 strains clustered within a South America lineage spreading to Florida in 2022. In contrast, DENV-2 persisted from the formerly dominant Nicaragua clade. We posit that the resurgence emerged from travel after the COVID-19 pandemic and that the resultant intensifying hyperendemicity could affect future dengue immunity and severity.
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Affiliation(s)
- Cristhiam Cerpas
- Sustainable Sciences Institute, Managua, Nicaragua (C. Cerpas, G. Vásquez, H. Moreira, J.G. Juarez, Á. Balmaseda)
- Laboratorio Nacional de Virologia, Centro Nacional de Diagnóstico y Referencia Ministerio de Salud, Managua (C. Cerpas, Á. Balmaseda)
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California Berkeley, Berkeley, California, USA (J. Coloma, E. Harris)
- California Academy of Sciences, San Francisco, California, USA (S.N. Bennett)
| | - Gerald Vásquez
- Sustainable Sciences Institute, Managua, Nicaragua (C. Cerpas, G. Vásquez, H. Moreira, J.G. Juarez, Á. Balmaseda)
- Laboratorio Nacional de Virologia, Centro Nacional de Diagnóstico y Referencia Ministerio de Salud, Managua (C. Cerpas, Á. Balmaseda)
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California Berkeley, Berkeley, California, USA (J. Coloma, E. Harris)
- California Academy of Sciences, San Francisco, California, USA (S.N. Bennett)
| | - Hanny Moreira
- Sustainable Sciences Institute, Managua, Nicaragua (C. Cerpas, G. Vásquez, H. Moreira, J.G. Juarez, Á. Balmaseda)
- Laboratorio Nacional de Virologia, Centro Nacional de Diagnóstico y Referencia Ministerio de Salud, Managua (C. Cerpas, Á. Balmaseda)
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California Berkeley, Berkeley, California, USA (J. Coloma, E. Harris)
- California Academy of Sciences, San Francisco, California, USA (S.N. Bennett)
| | - Jose G. Juarez
- Sustainable Sciences Institute, Managua, Nicaragua (C. Cerpas, G. Vásquez, H. Moreira, J.G. Juarez, Á. Balmaseda)
- Laboratorio Nacional de Virologia, Centro Nacional de Diagnóstico y Referencia Ministerio de Salud, Managua (C. Cerpas, Á. Balmaseda)
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California Berkeley, Berkeley, California, USA (J. Coloma, E. Harris)
- California Academy of Sciences, San Francisco, California, USA (S.N. Bennett)
| | - Josefina Coloma
- Sustainable Sciences Institute, Managua, Nicaragua (C. Cerpas, G. Vásquez, H. Moreira, J.G. Juarez, Á. Balmaseda)
- Laboratorio Nacional de Virologia, Centro Nacional de Diagnóstico y Referencia Ministerio de Salud, Managua (C. Cerpas, Á. Balmaseda)
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California Berkeley, Berkeley, California, USA (J. Coloma, E. Harris)
- California Academy of Sciences, San Francisco, California, USA (S.N. Bennett)
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Carrazco-Montalvo A, Gutiérrez-Pallo D, Arévalo V, Ponce P, Rodríguez-Polit C, Alarcón D, Echeverría-Garcés G, Coloma J, Nipaz V, Cevallos V. Whole Genome Sequencing of DENV-2 isolated from Aedes aegypti mosquitoes in Esmeraldas, Ecuador. Genomic epidemiology of genotype III Southern Asian-American in the country. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.06.579255. [PMID: 38370752 PMCID: PMC10871324 DOI: 10.1101/2024.02.06.579255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/20/2024]
Abstract
Ecuador is a tropical country reporting Dengue virus (DENV) outbreaks with areas of hyperendemic viral transmission. Entomo-virological surveillance and monitoring effort conducted in the Northwestern border province of Esmeraldas in April 2022, five pools of female Aedes aegypti mosquitoes from a rural community tested positive for DENV serotype 2 by RT-qPCR. One pool was sequenced by Illumina MiSeq, and it corresponded to genotype III Southern Asian-American. Comparison with other genomes revealed genetic similarity to a human DENV genome sequenced in 2021, also from Esmeraldas. Potential introduction events to the country could have originated from Colombia, considering the vicinity of the collection sites to the neighboring country and high human movement. The inclusion of genomic information complements entomo-virological surveillance, providing valuable insights into genetic variants. This contribution enhances our understanding of Dengue virus (DENV) epidemiology in rural areas and guides evidence-based decisions for surveillance and interventions.
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Affiliation(s)
- Andrés Carrazco-Montalvo
- Centro de Referencia Nacional de Genómica, Secuenciación y Bioinformática (GENSBIO), Instituto Nacional de Investigación en Salud Pública (INSPI), Quito, Ecuador
| | - Diana Gutiérrez-Pallo
- Centro de Referencia Nacional de Genómica, Secuenciación y Bioinformática (GENSBIO), Instituto Nacional de Investigación en Salud Pública (INSPI), Quito, Ecuador
| | - Valentina Arévalo
- Centro de Investigación en Enfermedades Infecciosas y Vectoriales (CIREV), Instituto Nacional de Investigación en Salud Pública (INSPI), Quito, Ecuador
| | - Patricio Ponce
- Centro de Investigación en Enfermedades Infecciosas y Vectoriales (CIREV), Instituto Nacional de Investigación en Salud Pública (INSPI), Quito, Ecuador
| | - Cristina Rodríguez-Polit
- Centro de Referencia Nacional de Genómica, Secuenciación y Bioinformática (GENSBIO), Instituto Nacional de Investigación en Salud Pública (INSPI), Quito, Ecuador
| | - Damaris Alarcón
- Centro de Referencia Nacional de Genómica, Secuenciación y Bioinformática (GENSBIO), Instituto Nacional de Investigación en Salud Pública (INSPI), Quito, Ecuador
| | - Gabriela Echeverría-Garcés
- Centro de Referencia Nacional de Genómica, Secuenciación y Bioinformática (GENSBIO), Instituto Nacional de Investigación en Salud Pública (INSPI), Quito, Ecuador
| | - Josefina Coloma
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, California, United States of America
| | - Victoria Nipaz
- Instituto de Microbiología, Universidad San Francisco de Quito USFQ, Quito, Ecuador
| | - Varsovia Cevallos
- Centro de Investigación en Enfermedades Infecciosas y Vectoriales (CIREV), Instituto Nacional de Investigación en Salud Pública (INSPI), Quito, Ecuador
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Schlesinger M, Prieto Alvarado FE, Borbón Ramos ME, Sewe MO, Merle CS, Kroeger A, Hussain-Alkhateeb L. Enabling countries to manage outbreaks: statistical, operational, and contextual analysis of the early warning and response system (EWARS-csd) for dengue outbreaks. Front Public Health 2024; 12:1323618. [PMID: 38314090 PMCID: PMC10834665 DOI: 10.3389/fpubh.2024.1323618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 01/08/2024] [Indexed: 02/06/2024] Open
Abstract
Introduction Dengue is currently the fastest-spreading mosquito-borne viral illness in the world, with over half of the world's population living in areas at risk of dengue. As dengue continues to spread and become more of a health burden, it is essential to have tools that can predict when and where outbreaks might occur to better prepare vector control operations and communities' responses. One such predictive tool, the Early Warning and Response System for climate-sensitive diseases (EWARS-csd), primarily uses climatic data to alert health systems of outbreaks weeks before they occur. EWARS-csd uses the robust Distribution Lag Non-linear Model in combination with the INLA Bayesian regression framework to predict outbreaks, utilizing historical data. This study seeks to validate the tool's performance in two states of Colombia, evaluating how well the tool performed in 11 municipalities of varying dengue endemicity levels. Methods The validation study used retrospective data with alarm indicators (mean temperature and rain sum) and an outbreak indicator (weekly hospitalizations) from 11 municipalities spanning two states in Colombia from 2015 to 2020. Calibrations of different variables were performed to find the optimal sensitivity and positive predictive value for each municipality. Results The study demonstrated that the tool produced overall reliable early outbreak alarms. The median of the most optimal calibration for each municipality was very high: sensitivity (97%), specificity (94%), positive predictive value (75%), and negative predictive value (99%; 95% CI). Discussion The tool worked well across all population sizes and all endemicity levels but had slightly poorer results in the highly endemic municipality at predicting non-outbreak weeks. Migration and/or socioeconomic status are factors that might impact predictive performance and should be further evaluated. Overall EWARS-csd performed very well, providing evidence that it should continue to be implemented in Colombia and other countries for outbreak prediction.
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Affiliation(s)
- Mikaela Schlesinger
- Global Health Research Group, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
| | - Franklyn Edwin Prieto Alvarado
- Directorate of Surveillance and Risk Analysis in Public Health, Instituto Nacional de Salud (INS) de Colombia, Bogota, Colombia
| | - Milena Edith Borbón Ramos
- Directorate of Surveillance and Risk Analysis in Public Health, Instituto Nacional de Salud (INS) de Colombia, Bogota, Colombia
| | - Maquins Odhiambo Sewe
- Department of Public Health and Clinical Medicine, Epidemiology and Global Health, Umeå University, Umeå, Sweden
| | - Corinne Simone Merle
- Special Program for Research and Training in Tropical Diseases (TDR-WHO), World Health Organization, Geneva, Switzerland
| | - Axel Kroeger
- Freiburg University, Center for Medicine, and Society (ZMG)/Institute of Infection Prevention, Freiburg, Germany
| | - Laith Hussain-Alkhateeb
- Global Health Research Group, School of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, Gothenburg University, Gothenburg, Sweden
- Population Health Research Section, King Abdullah International Medical Research Center (KAIMRC), King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Ministry of National Guard - Health Affairs, Riyadh, Saudi Arabia
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7
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Katzelnick LC, Quentin E, Colston S, Ha TA, Andrade P, Eisenberg JNS, Ponce P, Coloma J, Cevallos V. Increasing transmission of dengue virus across ecologically diverse regions of Ecuador and associated risk factors. PLoS Negl Trop Dis 2024; 18:e0011408. [PMID: 38295108 PMCID: PMC10861087 DOI: 10.1371/journal.pntd.0011408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 02/12/2024] [Accepted: 01/15/2024] [Indexed: 02/02/2024] Open
Abstract
The distribution and intensity of viral diseases transmitted by Aedes aegypti mosquitoes, including dengue, have rapidly increased over the last century. Here, we study dengue virus (DENV) transmission across the ecologically and demographically distinct regions or Ecuador. We analyzed province-level age-stratified dengue incidence data from 2000-2019 using catalytic models to estimate the force of infection of DENV over eight decades. We found that provinces established endemic DENV transmission at different time periods. Coastal provinces with the largest and most connected cities had the earliest and highest increase in DENV transmission, starting around 1980 and continuing to the present. In contrast, remote and rural areas with reduced access, like the northern coast and the Amazon regions, experienced a rise in DENV transmission and endemicity only in the last 10 to 20 years. The newly introduced chikungunya and Zika viruses have age-specific distributions of hospital-seeking cases consistent with recent emergence across all provinces. To evaluate factors associated with geographic differences in DENV transmission potential, we modeled DENV vector risk using 11,693 Aedes aegypti presence points to the resolution of 1 hectare. In total, 56% of the population of Ecuador, including in provinces identified as having increasing DENV transmission in our models, live in areas with high risk of Aedes aegypti, with population size, trash collection, elevation, and access to water as important determinants. Our investigation serves as a case study of the changes driving the expansion of DENV and other arboviruses globally and suggest that control efforts should be expanded to semi-urban and rural areas and to historically isolated regions to counteract increasing dengue outbreaks.
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Affiliation(s)
- Leah C. Katzelnick
- Viral Epidemiology and Immunity Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Emmanuelle Quentin
- Centro de Investigación en Salud Pública y Epidemiología Clínica (CISPEC), Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito, Ecuador
| | - Savannah Colston
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Thien-An Ha
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, California, United States of America
| | - Paulina Andrade
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, California, United States of America
| | - Joseph N. S. Eisenberg
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Patricio Ponce
- Centro de Investigación en Enfermedades Infeciosas y Vectoriales (CIREV), Instituto Nacional de Investigación en Salud Pública (INSPI), Quito, Ecuador
| | - Josefina Coloma
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, California, United States of America
| | - Varsovia Cevallos
- Centro de Investigación en Enfermedades Infeciosas y Vectoriales (CIREV), Instituto Nacional de Investigación en Salud Pública (INSPI), Quito, Ecuador
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Katzelnick LC, Quentin E, Colston S, Ha TA, Andrade P, Eisenberg JN, Ponce P, Coloma J, Cevallos V. Increasing transmission of dengue virus across ecologically diverse regions of Ecuador and associated risk factors. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.05.25.23290519. [PMID: 37398346 PMCID: PMC10312896 DOI: 10.1101/2023.05.25.23290519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
The distribution and intensity of viral diseases transmitted by Aedes aegypti mosquitoes, including dengue, have rapidly increased over the last century. Ecuador is an interesting country to study drivers of dengue virus (DENV) transmission given it has multiple ecologically and demographically distinct regions. Here, we analyze province-level age-stratified dengue prevalence data from 2000-2019 using catalytic models to estimate the force of infection of DENV over eight decades and across provinces in Ecuador. We found that provinces established endemic DENV transmission at different time periods. Coastal provinces with the largest and most connected cities had the earliest and highest increase in DENV transmission, starting around 1980 and continuing to the present. In contrast, remote and rural areas with reduced access, like the northern coast and the Amazon regions, experienced a rise in DENV transmission and endemicity only in the last 10 to 20 years. The newly introduced chikungunya and Zika viruses have distinct age-specific prevalence distributions consistent with recent emergence across all provinces. We evaluated factors to the resolution of 1 hectare associated with geographic differences in vector suitability and arbovirus disease in the last 10 years by modeling 11,693 A aegypti presence points and 73,550 arbovirus cases. In total, 56% of the population of Ecuador lives in areas with high risk of Aedes aegypti. Most suitable provinces had hotspots for arbovirus disease risk, with population size, elevation, sewage connection, trash collection, and access to water as important determinants. Our investigation serves as a case study of the changes driving the expansion of DENV and other arboviruses globally and suggest that control efforts should be expanded to semi-urban and rural areas and to historically isolated regions to counteract increasing dengue outbreaks.
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Affiliation(s)
- Leah C. Katzelnick
- Viral Epidemiology and Immunity Unit, Laboratory of Infectious Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892-3203, USA
| | - Emmanuelle Quentin
- Centro de Investigación en Salud Pública y Epidemiología Clínica, Universidad Tecnológica Equinoccial, Quito, 170129, Ecuador
| | - Savannah Colston
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, 48109-2029, USA
| | - Thien-An Ha
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, 94720-3370, USA
| | - Paulina Andrade
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, 94720-3370, USA
| | - Joseph N.S. Eisenberg
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, 48109-2029, USA
| | - Patricio Ponce
- Centro de Investigación en Enfermedades Infeciosas y Vectoriales (CIREV), Instituto Nacional de Investigación en Salud Pública (INSPI), Quito, 170136, Ecuador
| | - Josefina Coloma
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California, Berkeley, Berkeley, CA, 94720-3370, USA
| | - Varsovia Cevallos
- Centro de Investigación en Enfermedades Infeciosas y Vectoriales (CIREV), Instituto Nacional de Investigación en Salud Pública (INSPI), Quito, 170136, Ecuador
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