1
|
Chaves LF, Valerín Cordero JA, Delgado G, Aguilar-Avendaño C, Maynes E, Gutiérrez Alvarado JM, Ramírez Rojas M, Romero LM, Marín Rodríguez R. Modeling the association between Aedes aegypti ovitrap egg counts, multi-scale remotely sensed environmental data and arboviral cases at Puntarenas, Costa Rica (2017-2018). CURRENT RESEARCH IN PARASITOLOGY & VECTOR-BORNE DISEASES 2021; 1:100014. [PMID: 35284867 PMCID: PMC8906134 DOI: 10.1016/j.crpvbd.2021.100014] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Revised: 01/20/2021] [Accepted: 01/26/2021] [Indexed: 11/29/2022]
Abstract
Problems with vector surveillance are a major barrier for the effective control of vector-borne disease transmission through Latin America. Here, we present results from a 80-week longitudinal study where Aedes aegypti (L.) (Diptera: Culicidae) ovitraps were monitored weekly at 92 locations in Puntarenas, a coastal city in Costa Rica with syndemic Zika, chikungunya and dengue transmission. We used separate models to investigate the association of either Ae. aegypti-borne arboviral cases or Ae. aegypti egg counts with remotely sensed environmental variables. We also evaluated whether Ae. aegypti-borne arboviral cases were associated with Ae. aegypti egg counts. Using cross-correlation and time series modeling, we found that arboviral cases were not significantly associated with Ae. aegypti egg counts. Through model selection we found that cases had a non-linear response to multi-scale (1-km and 30-m resolution) measurements of temperature standard deviation (SD) with a lag of up to 4 weeks, while simultaneously increasing with finely-grained NDVI (30-m resolution). Meanwhile, median ovitrap Ae. aegypti egg counts increased, and respectively decreased, with temperature SD (1-km resolution) and EVI (30-m resolution) with a lag of 6 weeks. A synchrony analysis showed that egg counts had a travelling wave pattern, with synchrony showing cyclic changes with distance, a pattern not observed in remotely sensed data with 30-m and 10-m resolution. Spatially, using generalized additive models, we found that eggs were more abundant at locations with higher temperatures and where EVI was leptokurtic during the study period. Our results suggest that, in Puntarenas, remotely sensed environmental variables are associated with both Ae. aegypti-borne arbovirus transmission and Ae. aegypti egg counts from ovitraps.
Collapse
Affiliation(s)
- Luis Fernando Chaves
- Vigilancia de la Salud, Ministerio de Salud, San José, San José, Apartado Postal 10123-1000, Costa Rica
| | - José Angel Valerín Cordero
- Coordinación Regional, Programa Nacional de Manejo Integrado de Vectores, Región Pacífico Central, Ministerio de Salud, Puntarenas, Puntarenas, Código Postal 60101, Costa Rica
| | - Gabriela Delgado
- Oficina Central de Enlace, Programa Nacional de Manejo Integrado de Vectores, Ministerio de Salud, San José, San José, Apartado Postal 10123-1000, Costa Rica
| | - Carlos Aguilar-Avendaño
- Oficina Central de Enlace, Programa Nacional de Manejo Integrado de Vectores, Ministerio de Salud, San José, San José, Apartado Postal 10123-1000, Costa Rica
| | - Ezequías Maynes
- Oficina Central de Enlace, Programa Nacional de Manejo Integrado de Vectores, Ministerio de Salud, San José, San José, Apartado Postal 10123-1000, Costa Rica
| | - José Manuel Gutiérrez Alvarado
- Oficina Central de Enlace, Programa Nacional de Manejo Integrado de Vectores, Ministerio de Salud, San José, San José, Apartado Postal 10123-1000, Costa Rica
| | - Melissa Ramírez Rojas
- Vigilancia de la Salud, Ministerio de Salud, San José, San José, Apartado Postal 10123-1000, Costa Rica
| | - Luis Mario Romero
- Departamento de Patología, Escuela de Medicina Veterinaria, Universidad Nacional, Heredia, Heredia, Apartado Postal 304-3000, Costa Rica
| | - Rodrigo Marín Rodríguez
- Vigilancia de la Salud, Ministerio de Salud, San José, San José, Apartado Postal 10123-1000, Costa Rica
- Oficina Central de Enlace, Programa Nacional de Manejo Integrado de Vectores, Ministerio de Salud, San José, San José, Apartado Postal 10123-1000, Costa Rica
| |
Collapse
|
2
|
Chaves LF, Friberg MD. Aedes albopictus and Aedes flavopictus (Diptera: Culicidae) pre-imaginal abundance patterns are associated with different environmental factors along an altitudinal gradient. CURRENT RESEARCH IN INSECT SCIENCE 2020; 1:100001. [PMID: 36003600 PMCID: PMC9387439 DOI: 10.1016/j.cris.2020.100001] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 09/20/2020] [Accepted: 10/09/2020] [Indexed: 06/14/2023]
Abstract
Aedes (Stegomyia) albopictus (Skuse) is a major global invasive mosquito species that, in Japan, co-occurs with Aedes (Stegomyia) flavopictus Yamada, a closely related species recently intercepted in Europe. Here, we present results of a detailed 25-month long study where we biweekly sampled pupae and fourth instar larvae of these two species from ovitraps set along Mt. Konpira, Nagasaki, Japan. This setting allowed us to ask whether these species had different responses to changes in environmental variables along the altitudinal gradient of an urban hill. We found that spatially Ae. albopictus abundance decreased, while Ae. flavopictus abundance increased, the further away from urban land. Ae. flavopictus also was more abundant than Ae. albopictus in locations with homogenous vegetation growth with a high mean Enhanced Vegetation Index (EVI), platykurtic EVI, and low SD in canopy cover, while Ae. albopictus was more abundant than Ae. flavopictus in areas with more variable (high SD) canopy cover. Moreover, Ae. flavopictus abundance negatively impacted the spatial abundance of Ae. albopictus. Temporally we found that Ae. flavopictus was more likely to be present in Mt. Konpira at lower temperatures than Ae. albopictus. Our results suggest that spatial and temporal abundance patterns of these two mosquito species are partially driven by their different response to environmental factors.
Collapse
Affiliation(s)
- Luis Fernando Chaves
- Instituto Costarricense de Investigación y Enseñanza en Nutrición y Salud (INCIENSA), Apartado Postal 4-2250, Tres Ríos, Cartago, Costa Rica
| | - Mariel D. Friberg
- Earth Science Division, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA
- Universities Space Research Association, Columbia, MD 21046, USA
| |
Collapse
|
3
|
Chaves LF, Friberg MD, Moji K. Synchrony of globally invasive Aedes spp. immature mosquitoes along an urban altitudinal gradient in their native range. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 734:139365. [PMID: 32464372 DOI: 10.1016/j.scitotenv.2020.139365] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 05/03/2020] [Accepted: 05/09/2020] [Indexed: 06/11/2023]
Abstract
Mosquito-borne infections often have concerted peaks, or are synchronous, across landscapes. This phenomenon might be driven by vector responses to similar environmental conditions that synchronize their abundance. While adult mosquito populations can be synchronous over spatial scales ranging from a few meters to a few kilometers, little to nothing is known about immature mosquito synchrony, including its relationship with mosquito colonization and persistence in larval habitats. Here, we present results from a 2-yearlong synchrony study in co-occurring populations of Aedes (Stegomyia) albopictus (Skuse), Aedes (Stegomyia) flavopictus Yamada and Aedes (Finlaya) japonicus japonicus (Theobald), three invasive mosquito species, along an urban altitudinal gradient in Japan. We found that Ae. albopictus was asynchronous while Ae. flavopictus and Ae. j. japonicus had synchrony that, respectively, tracked geographic and altitudinal patterns of temperature correlation. Spatially, Ae. albopictus was more persistent at hotter locations near urban land use, while Ae. j. japonicus and Ae. flavopictus increasingly persisted farther away from urban land. Temporally, Ae. albopicus and Ae. flavopictus decreased the proportion of colonized habitats following variable rainfall, while Ae. j. japonicus increased with vegetation growth and leptokurtic temperatures. Our results support the hypothesis that immature mosquito synchrony is autonomous from dispersal and driven by common environmental conditions.
Collapse
Affiliation(s)
- Luis Fernando Chaves
- Instituto Costarricense de Investigación y Enseñanza en Nutrición y Salud (INCIENSA), Apartado Postal 4-2250, Tres Ríos, Cartago, Costa Rica.
| | - Mariel D Friberg
- Earth Science Division, NASA Goddard Space Flight Center, Greenbelt, MD 20771, USA; Universities Space Research Association, Columbia, MD 21046, USA
| | - Kazuhiko Moji
- School of Tropical Medicine and Global Health, Nagasaki University, Sakamoto 1-12-4, Nagasaki 852-8523, Japan
| |
Collapse
|
4
|
Li Y, Zhou G, Zhong S, Wang X, Zhong D, Hemming-Schroeder E, Yi G, Fu F, Fu F, Cui L, Cui G, Yan G. Spatial heterogeneity and temporal dynamics of mosquito population density and community structure in Hainan Island, China. Parasit Vectors 2020; 13:444. [PMID: 32887654 PMCID: PMC7650291 DOI: 10.1186/s13071-020-04326-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 08/30/2020] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Mosquitoes are vectors of many tropical diseases. Understanding the ecology of local mosquito vectors, such as species composition, distributions, population dynamics, and species diversity is important for designing the optimal strategy to control the mosquito-borne diseases. METHODS Entomological surveillance of adult mosquitoes was conducted in five sites representing different ecological settings across Hainan Island from January to December of 2018 using BG Sentinel (BGS) traps and Centers for Disease Prevention and Control (CDC) light traps. In each site, we selected three areas representing urban, suburban and rural settings. Eighteen trap-days were sampled in each setting at each site, and CDC light traps and BGS traps were setup simultaneously. Mosquito species composition, distribution, population dynamics, and species diversity were analyzed. Mosquito densities were compared between different study sites and between different settings. RESULTS Nine species of mosquitoes belonging to four genera were identified. Culex quinquefasciatus (80.8%), Armigeres subalbatus (13.0%) and Anopheles sinensis (3.1%) were the top three species collected by CDC light traps; Cx. quinquefasciatus (91.9%), Ae. albopictus (5.1%), and Ar. subalbatus (2.8%) were the top three species collected by BGS traps. Predominant species varied among study sites. The population dynamics of Ae. albopictus, An. sinensis and Cx. quinquefasciatus showed clear seasonal variation regardless of study sites with a varied peak season for different species. Mosquito abundance of all species showed significant differences among different study sites and among urban, suburban and rural areas. Danzhou had the highest mosquito biodiversity, with an α, β, and Gini-Simpson biodiversity index of 8, 1.13 and 0.42, respectively. BGS traps captured Aedes mosquito at a higher efficiency than CDC light traps, whereas CDC light traps captured significantly more Anopheles and Armigeres mosquitoes than BGS traps. CONCLUSIONS Mosquitoes were abundant on Hainan Island with clear seasonality and spatial heterogeneity. Population density, species composition, distribution, and species diversity were strongly affected by the natural environment. Different tools are required for the surveillance of different mosquito species.
Collapse
Affiliation(s)
- Yiji Li
- Department of Pathogen Biology, Hainan Medical University, Haikou, Hainan China
- Program in Public Health, College of Health Sciences, University of California, Irvine, CA 92697 USA
| | - Guofa Zhou
- Program in Public Health, College of Health Sciences, University of California, Irvine, CA 92697 USA
| | - Saifeng Zhong
- Department of Pathogen Biology, Hainan Medical University, Haikou, Hainan China
| | - Xiaoming Wang
- Program in Public Health, College of Health Sciences, University of California, Irvine, CA 92697 USA
| | - Daibin Zhong
- Program in Public Health, College of Health Sciences, University of California, Irvine, CA 92697 USA
| | | | - Guohui Yi
- Public Research Laboratory, Hainan Medical University, Haikou, Hainan China
| | - Fengyang Fu
- Department of Medical Technology, Chongqing Medical and Pharmaceutical College, Chongqing, China
| | - Faxing Fu
- Department of Pathogen Biology, Hainan Medical University, Haikou, Hainan China
| | - Liwang Cui
- Department of Internal Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL 33612 USA
| | - Guzhen Cui
- Key Laboratory of Medical Microbiology and Parasitology of Education Department of Guizhou, School of Basic Medical Science, Guizhou Medical University, Guiyang, China
- Key Laboratory of Endemic and Ethnic Diseases Ministry of Education, Guiyang, China
| | - Guiyun Yan
- Program in Public Health, College of Health Sciences, University of California, Irvine, CA 92697 USA
| |
Collapse
|