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Vergara AJ, Valqui-Reina SV, Cieza-Tarrillo D, Ocaña-Zúñiga CL, Hernández R, Chapa-Gonza SR, Aquiñivin-Silva EA, Fernández-Jeri AB, dos Santos AR. Current and Future Spatial Distribution of the Aedes aegypti in Peru Based on Topoclimatic Analysis and Climate Change Scenarios. INSECTS 2025; 16:487. [PMID: 40429200 PMCID: PMC12112751 DOI: 10.3390/insects16050487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/17/2025] [Revised: 04/28/2025] [Accepted: 04/30/2025] [Indexed: 05/29/2025]
Abstract
Dengue, a febrile disease that has caused epidemics and deaths in South America, especially Peru, is vectored by the Aedes aegypti mosquito. Despite the seriousness of dengue fever, and the expanding range of Ae. aegypti, future distributions of the vector and disease in the context of climate change have not yet been clearly determined. Expanding on previous findings, our study employed bioclimatic and topographic variables to model both the present and future distribution of the Ae. aegypti mosquito using the Maximum Entropy algorithm (MaxEnt). The results indicate that 10.23% (132,053.96 km2) and 23.65% (305,253.82 km2) of Peru's surface area possess regions with high and moderate distribution probabilities, respectively, predominantly located in the departments of San Martín, Piura, Loreto, Lambayeque, Cajamarca, Amazonas, and Cusco. Moreover, based on projected future climate scenarios, it is anticipated that areas with a high probability of Ae. aegypti distribution will undergo expansion; specifically, the extent of these areas is estimated to increase by 4.47% and 2.99% by the years 2070 and 2100, respectively, under SSP2-4.5 in the HadGEM-GC31-LL model. Given the increasing dengue epidemic in Peru in recent years, our study seeks to identify tools for effectively addressing this pressing public health concern. Consequently, this research serves as a foundational framework for assessing areas with the highest likelihood of Ae. aegypti distribution in response to projected climate change in the second half of the 21st century.
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Affiliation(s)
- Alex J. Vergara
- Instituto de Investigación, Innovación y Desarrollo para el Sector Agrario y Agroindustrial (IIDAA), Facultad de Ingeniería y Ciencias Agrarias, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas, Calle Higos Urco 342—Ciudad Universitaria, Chachapoyas 01000, Peru; (S.V.V.-R.); (R.H.); (S.R.C.-G.); (E.A.A.-S.); (A.B.F.-J.)
| | - Sivmny V. Valqui-Reina
- Instituto de Investigación, Innovación y Desarrollo para el Sector Agrario y Agroindustrial (IIDAA), Facultad de Ingeniería y Ciencias Agrarias, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas, Calle Higos Urco 342—Ciudad Universitaria, Chachapoyas 01000, Peru; (S.V.V.-R.); (R.H.); (S.R.C.-G.); (E.A.A.-S.); (A.B.F.-J.)
| | - Dennis Cieza-Tarrillo
- Departamento de Ciencias Forestales, Escuela de Ingeniería Forestal y Ambiental, Universidad Nacional Autónoma de Chota, Jr. José Osores Nro. 418, Chota 06121, Peru;
| | - Candy Lisbeth Ocaña-Zúñiga
- Instituto de Investigación en Ciencia de Datos (INSCID), Universidad Nacional de Jaén, Carretera Jaen—San Ignacio Km. 24, Sec. Yanayacu, Jaén 06801, Peru;
| | - Rocio Hernández
- Instituto de Investigación, Innovación y Desarrollo para el Sector Agrario y Agroindustrial (IIDAA), Facultad de Ingeniería y Ciencias Agrarias, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas, Calle Higos Urco 342—Ciudad Universitaria, Chachapoyas 01000, Peru; (S.V.V.-R.); (R.H.); (S.R.C.-G.); (E.A.A.-S.); (A.B.F.-J.)
| | - Sandy R. Chapa-Gonza
- Instituto de Investigación, Innovación y Desarrollo para el Sector Agrario y Agroindustrial (IIDAA), Facultad de Ingeniería y Ciencias Agrarias, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas, Calle Higos Urco 342—Ciudad Universitaria, Chachapoyas 01000, Peru; (S.V.V.-R.); (R.H.); (S.R.C.-G.); (E.A.A.-S.); (A.B.F.-J.)
| | - Erick A. Aquiñivin-Silva
- Instituto de Investigación, Innovación y Desarrollo para el Sector Agrario y Agroindustrial (IIDAA), Facultad de Ingeniería y Ciencias Agrarias, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas, Calle Higos Urco 342—Ciudad Universitaria, Chachapoyas 01000, Peru; (S.V.V.-R.); (R.H.); (S.R.C.-G.); (E.A.A.-S.); (A.B.F.-J.)
| | - Armstrong B. Fernández-Jeri
- Instituto de Investigación, Innovación y Desarrollo para el Sector Agrario y Agroindustrial (IIDAA), Facultad de Ingeniería y Ciencias Agrarias, Universidad Nacional Toribio Rodríguez de Mendoza de Amazonas, Calle Higos Urco 342—Ciudad Universitaria, Chachapoyas 01000, Peru; (S.V.V.-R.); (R.H.); (S.R.C.-G.); (E.A.A.-S.); (A.B.F.-J.)
| | - Alexandre Rosa dos Santos
- Centro de Ciências Agrárias e Engenharias, Federal University of Espírito Santo (UFES), Rua Alto Universitário, Alegre 29500-000, ES, Brazil;
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Tarazona-Castro Y, Aguilar-Luis MA, Silva-Caso W, Watson H, Zavaleta-Gavidia V, Aquino-Ortega R, Del Valle LJ, Bazan-Mayra J, Mayta Huatuco E, del Valle-Mendoza J. Genotypic diversity and molecular characterization of DENV-2 in a Peruvian endemic region from 2016 to 2022: displacement of American/Asian genotype. Front Microbiol 2025; 16:1558761. [PMID: 40356643 PMCID: PMC12066640 DOI: 10.3389/fmicb.2025.1558761] [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: 01/10/2025] [Accepted: 04/03/2025] [Indexed: 05/15/2025] Open
Abstract
Background Dengue is the most prevalent acute febrile disease with serious clinical consequences in the tropical and subtropical regions of Asia and America. In Peru, it represents a significant public health issue due to its hyperendemic nature, with serotype 2 (DENV-2) being the predominant serotype that leads to the most severe clinical manifestations of the disease. This study focuses on the molecular characterization and analysis of the intraserotypic diversity of DENV-2 circulating in the endemic region of Cajamarca. Methods A total of 3,967 blood serum samples from patients with acute febrile illness (AFI) were analyzed between 2016 and 2022 to detect DENV and DENV-2 using real-time RT-PCR. The viral envelope (E) gene was then sequenced using the Sanger method. Finally, phylogenetic reconstruction was conducted using the maximum likelihood method. Results A total of 32 complete sequences of the envelope gene were obtained, and the phylogenetic and characterization analyses of the amino acid sequences revealed that, during the period from 2016 to 2022, two DENV-2 genotypes circulated: the Am/As genotype and the cosmopolitan genotype in lineages 2 and C, respectively. Conclusion Similarly, our findings showed that every studied outbreak was characterized by novel autochthonous variants of the Am/As genotype and by an imported variant of the cosmopolitan genotype; this demonstrates a temporal distribution of intraserotypic variability that indicates the displacement of the Am/As genotype around 2021 and the establishment of the cosmopolitan genotype. The need for ongoing genetic or genomic surveillance of the cosmopolitan virus arises in order to understand its distribution and diversification patterns in Peru.
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Affiliation(s)
- Yordi Tarazona-Castro
- Biomedicine Laboratory, Research Center of the Faculty of Health Sciences, Universidad Peruana de Ciencias Aplicadas, Lima, Peru
- Unidad de Postgrado de la Facultad de Ciencias Biológicas, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | - Miguel Angel Aguilar-Luis
- Biomedicine Laboratory, Research Center of the Faculty of Health Sciences, Universidad Peruana de Ciencias Aplicadas, Lima, Peru
| | - Wilmer Silva-Caso
- Biomedicine Laboratory, Research Center of the Faculty of Health Sciences, Universidad Peruana de Ciencias Aplicadas, Lima, Peru
| | - Hugh Watson
- Antiviral Research Unit, Evotec ID, Lyon, France
| | - Victor Zavaleta-Gavidia
- Dirección Regional de Salud de Cajamarca, DIRESA-Cajamarca, Cajamarca, Peru
- Facultd de Medicina Humana, Universidad Nacional de Cajamarca, Cajamarca, Perú
| | - Ronald Aquino-Ortega
- Biomedicine Laboratory, Research Center of the Faculty of Health Sciences, Universidad Peruana de Ciencias Aplicadas, Lima, Peru
| | - Luis J. Del Valle
- Centre d'Enginyeria Biotecnologica i Molecular (CEBIM), Departamento de Ingeniería Química, ETSEIB, Universidad Politěcnica de Catalunya (UPC), Barcelona Tech, Barcelona, Spain
- Barcelona Research Centre in Multiscale Science and Engineering, Universitat Politècnica de Catalunya, BarcelonaTech (UPC), Barcelona, Spain
| | - Jorge Bazan-Mayra
- Dirección Regional de Salud de Cajamarca, DIRESA-Cajamarca, Cajamarca, Peru
- Facultd de Medicina Humana, Universidad Nacional de Cajamarca, Cajamarca, Perú
| | - Egma Mayta Huatuco
- Unidad de Postgrado de la Facultad de Ciencias Biológicas, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | - Juana del Valle-Mendoza
- Biomedicine Laboratory, Research Center of the Faculty of Health Sciences, Universidad Peruana de Ciencias Aplicadas, Lima, Peru
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