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Castillo-Neyra R, Larson AJ, Tamayo LD, Arevalo-Nieto C, Brown J, Condori-Pino C, Ortega E, Levy MZ, Paz-Soldan VA. Perceptions of Problems with Household Insects: Qualitative and Quantitative Findings from Peri-Urban Communities in Arequipa, Peru. Am J Trop Med Hyg 2023; 109:1372-1379. [PMID: 37931314 DOI: 10.4269/ajtmh.23-0266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Accepted: 09/19/2023] [Indexed: 11/08/2023] Open
Abstract
Vector-borne diseases continue to impose a major health burden on Peru and neighboring countries. The challenge of addressing vector-borne disease is compounded by changing social, economic, and climatic conditions. Peri-urban Arequipa is an important region to study insect infestations because of ongoing challenges with disease vectors such as triatomines and a variety of other insects. We conducted surveys (N = 1,182) and seven focus groups (average seven participants) in peri-urban Arequipa to explore knowledge of and perception toward various insects that infest the region. Focus group participants reported the presence of a wide variety of insects in and around the home, including disease vectors such as triatomines (also identified by 27.2% of survey households), mosquitoes, spiders, and bed bugs, as well as nuisance insects. Health concerns related to insects included vector-borne diseases, spider bites, allergies, and sequelae from bed bug bites, and hygiene concerns. A majority of participants in the quantitative surveys identified triatomines as the insect they were most worried about (69.9%) and could identify Chagas disease as a health risk associated with triatomines (54.9%). Insect infestations in peri-urban Arequipa present multiple burdens to residents, including injury and illness from triatomines and other insects, as well as potential mental and economic concerns related to insects such as bed bugs. Future initiatives should continue to address triatomine infestations through educational outreach and implement a more holistic approach to address the burden of both disease and nuisance insects.
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Affiliation(s)
- Ricardo Castillo-Neyra
- Zoonotic Disease Research Lab, One Health Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, San Martín de Porres, Lima, Peru
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine at University of Pennsylvania, Philadelphia, Pennsylvania
| | - Anika J Larson
- University of Washington, School of Medicine, Seattle, Washington
| | - Laura D Tamayo
- Zoonotic Disease Research Lab, One Health Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, San Martín de Porres, Lima, Peru
| | - Claudia Arevalo-Nieto
- Zoonotic Disease Research Lab, One Health Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, San Martín de Porres, Lima, Peru
| | | | - Carlos Condori-Pino
- Zoonotic Disease Research Lab, One Health Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, San Martín de Porres, Lima, Peru
| | - Emma Ortega
- Department of Tropical Medicine, Tulane School of Public Health and Tropical Medicine, New Orleans, Louisiana
| | - Michael Z Levy
- Zoonotic Disease Research Lab, One Health Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, San Martín de Porres, Lima, Peru
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine at University of Pennsylvania, Philadelphia, Pennsylvania
| | - Valerie A Paz-Soldan
- Zoonotic Disease Research Lab, One Health Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, San Martín de Porres, Lima, Peru
- Department of Tropical Medicine, Tulane School of Public Health and Tropical Medicine, New Orleans, Louisiana
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Ortiz DI, Piche-Ovares M, Romero-Vega LM, Wagman J, Troyo A. The Impact of Deforestation, Urbanization, and Changing Land Use Patterns on the Ecology of Mosquito and Tick-Borne Diseases in Central America. INSECTS 2021; 13:20. [PMID: 35055864 PMCID: PMC8781098 DOI: 10.3390/insects13010020] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 12/13/2021] [Accepted: 12/16/2021] [Indexed: 11/29/2022]
Abstract
Central America is a unique geographical region that connects North and South America, enclosed by the Caribbean Sea to the East, and the Pacific Ocean to the West. This region, encompassing Belize, Costa Rica, Guatemala, El Salvador, Honduras, Panama, and Nicaragua, is highly vulnerable to the emergence or resurgence of mosquito-borne and tick-borne diseases due to a combination of key ecological and socioeconomic determinants acting together, often in a synergistic fashion. Of particular interest are the effects of land use changes, such as deforestation-driven urbanization and forest degradation, on the incidence and prevalence of these diseases, which are not well understood. In recent years, parts of Central America have experienced social and economic improvements; however, the region still faces major challenges in developing effective strategies and significant investments in public health infrastructure to prevent and control these diseases. In this article, we review the current knowledge and potential impacts of deforestation, urbanization, and other land use changes on mosquito-borne and tick-borne disease transmission in Central America and how these anthropogenic drivers could affect the risk for disease emergence and resurgence in the region. These issues are addressed in the context of other interconnected environmental and social challenges.
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Affiliation(s)
- Diana I. Ortiz
- Biology Program, Westminster College, New Wilmington, PA 16172, USA
| | - Marta Piche-Ovares
- Laboratorio de Virología, Centro de Investigación en Enfermedades Tropicales (CIET), Universidad de Costa Rica, San José 11501, Costa Rica;
- Departamento de Virología, Escuela de Medicina Veterinaria, Universidad Nacional, Heredia 40104, Costa Rica
| | - Luis M. Romero-Vega
- Departamento de Patología, Escuela de Medicina Veterinaria, Universidad Nacional, Heredia 40104, Costa Rica;
- Laboratorio de Investigación en Vectores (LIVe), Centro de Investigación en Enfermedades Tropicales (CIET), Universidad de Costa Rica, San José 11501, Costa Rica;
| | - Joseph Wagman
- Malaria and Neglected Tropical Diseases Program, Center for Malaria Control and Elimination, PATH, Washington, DC 20001, USA;
| | - Adriana Troyo
- Laboratorio de Investigación en Vectores (LIVe), Centro de Investigación en Enfermedades Tropicales (CIET), Universidad de Costa Rica, San José 11501, Costa Rica;
- Departamento de Parasitología, Facultad de Microbiología, Universidad de Costa Rica, San José 11501, Costa Rica
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Dada N, Lol JC, Benedict AC, López F, Sheth M, Dzuris N, Padilla N, Lenhart A. Pyrethroid exposure alters internal and cuticle surface bacterial communities in Anopheles albimanus. THE ISME JOURNAL 2019; 13:2447-2464. [PMID: 31171859 PMCID: PMC6776023 DOI: 10.1038/s41396-019-0445-5] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 05/02/2019] [Accepted: 05/09/2019] [Indexed: 01/19/2023]
Abstract
A deeper understanding of the mechanisms underlying insecticide resistance is needed to mitigate its threat to malaria vector control. Following previously identified associations between mosquito microbiota and insecticide resistance, we demonstrate for the first time, the effects of pyrethroid exposure on the microbiota of F1 progeny of field-collected Anopheles albimanus. Larval and adult mosquitoes were exposed to the pyrethroids alphacypermethrin (only adults), permethrin, and deltamethrin. While there were no significant differences in bacterial composition between insecticide-resistant and insecticide-susceptible mosquitoes, bacterial composition between insecticide-exposed and non-exposed mosquitoes was significantly different for alphacypermethrin and permethrin exposure. Along with other bacterial taxa not identified to species, Pantoea agglomerans (a known insecticide-degrading bacterial species) and Pseudomonas fragi were more abundant in insecticide-exposed compared to non-exposed adults, demonstrating that insecticide exposure can alter mosquito bacterial communities. We also show for the first time that the cuticle surfaces of both larval and adult An. albimanus harbor more diverse bacterial communities than their internal microbial niches. Together, these findings demonstrate how insecticide pressure could be selecting for certain bacteria within mosquitoes, especially insecticide-metabolizing bacteria, thus potentially contributing to insecticide resistance.
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Affiliation(s)
- Nsa Dada
- Entomology Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, United States Centers for Disease Control and Prevention, Atlanta, GA, USA.
- American Society for Microbiology, Washington, DC, USA.
| | - Juan C Lol
- Grupo de Biología y Control de Vectores, Centro de Estudios en Salud, Universidad del Valle de Guatemala, Guatemala, Guatemala
| | - Ana Cristina Benedict
- Grupo de Biología y Control de Vectores, Centro de Estudios en Salud, Universidad del Valle de Guatemala, Guatemala, Guatemala
| | - Francisco López
- Grupo de Biología y Control de Vectores, Centro de Estudios en Salud, Universidad del Valle de Guatemala, Guatemala, Guatemala
| | - Mili Sheth
- Biotechnology Core Facility Branch, Division of Scientific Resources, National Center for Emerging & Zoonotic Infectious Diseases, United States Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Nicole Dzuris
- Entomology Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, United States Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Norma Padilla
- Grupo de Biología y Control de Vectores, Centro de Estudios en Salud, Universidad del Valle de Guatemala, Guatemala, Guatemala
| | - Audrey Lenhart
- Entomology Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, United States Centers for Disease Control and Prevention, Atlanta, GA, USA
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Rigg CA, Hurtado LA, Calzada JE, Chaves LF. Malaria infection rates in Anopheles albimanus (Diptera: Culicidae) at Ipetí-Guna, a village within a region targeted for malaria elimination in Panamá. INFECTION GENETICS AND EVOLUTION 2019; 69:216-223. [DOI: 10.1016/j.meegid.2019.02.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Revised: 12/23/2018] [Accepted: 02/02/2019] [Indexed: 10/27/2022]
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Sicuri E, Bardají A, Sanz S, Alonso S, Fernandes S, Hanson K, Arevalo-Herrera M, Menéndez C. Patients' costs, socio-economic and health system aspects associated with malaria in pregnancy in an endemic area of Colombia. PLoS Negl Trop Dis 2018; 12:e0006431. [PMID: 29718903 PMCID: PMC5951590 DOI: 10.1371/journal.pntd.0006431] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Revised: 05/14/2018] [Accepted: 04/06/2018] [Indexed: 11/18/2022] Open
Abstract
Malaria in pregnancy threatens birth outcomes and the health of women and their newborns. This is also the case in low transmission areas, such as Colombia, where Plasmodium vivax is the dominant parasite species. Within the Colombian health system, which underwent major reforms in the 90s, malaria treatment is provided free of charge to patients. However, patients still incur costs, such as transportation and value of time lost due to the disease. We estimated such costs among 40 pregnant women with clinical malaria (30% Plasmodium falciparum, 70% Plasmodium vivax) in the municipality of Tierralta, Northern Colombia. In a cross-sectional study, women were interviewed after an outpatient or inpatient laboratory confirmed malaria episode. Women were asked to report all types of cost incurred before (including prevention), during and immediately after the contact with the health facility. Median total cost was over 16US$ for an outpatient visit, rising to nearly 30US$ if other treatments were sought before reaching the health facility. Median total inpatient cost was 26US$ or 54US$ depending on whether costs incurred prior to admission were excluded or included. For both outpatients and inpatients, direct costs were largely due to transportation and indirect costs constituted the largest share of total costs. Estimated costs are likely to represent only one of the constraints that women face when seeking treatment in an area characterized, at the time of the study, by armed conflict, displacement, and high vulnerability of indigenous women, the group at highest risk of malaria. Importantly, the Colombian peace process, which culminated with the cease-fire in August 2016, may have a positive impact on achieving universal access to healthcare in conflict areas. The current study can inform malaria elimination initiatives in Colombia. Malaria in pregnancy is a harsh and undesirable illness and is the cause of adverse effects on birth outcomes and on the health of women and newborns. Despite the low transmission, the predominance of Plasmodium vivax over Plasmodium falciparum and free treatment, estimated costs incurred by pregnant women seeking malaria care in an endemic area of Northern Colombia are considerable. Importantly, these costs are likely to represent only one of the constraints that women face when seeking treatment in an area characterized, at the time of the study, by armed conflict, displacement, and high vulnerability of indigenous women, the group at highest risk of malaria in the area. Important advances may result from the current peace process, potentially able to support the efforts made since the 90s to reform the health system towards achieving universal health coverage. Within this context, the current study can inform malaria elimination initiatives in Colombia.
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Affiliation(s)
- Elisa Sicuri
- ISGlobal, Hospital Clínic—Universitat de Barcelona, Barcelona, Spain
- Health Economics Group, Department of Infectious Disease Epidemiology, School of Public Health, Imperial College London, London, United Kingdom
- * E-mail: ,
| | - Azucena Bardají
- ISGlobal, Hospital Clínic—Universitat de Barcelona, Barcelona, Spain
| | - Sergi Sanz
- ISGlobal, Hospital Clínic—Universitat de Barcelona, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Biostatistics Unit, Department of Public Health, Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Sergi Alonso
- ISGlobal, Hospital Clínic—Universitat de Barcelona, Barcelona, Spain
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
| | - Silke Fernandes
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, England
| | - Kara Hanson
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, England
| | | | - Clara Menéndez
- ISGlobal, Hospital Clínic—Universitat de Barcelona, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Centro de Investigação em Saúde de Manhiça (CISM), Maputo, Mozambique
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Hurtado LA, Calzada JE, Rigg CA, Castillo M, Chaves LF. Climatic fluctuations and malaria transmission dynamics, prior to elimination, in Guna Yala, República de Panamá. Malar J 2018; 17:85. [PMID: 29463259 PMCID: PMC5819664 DOI: 10.1186/s12936-018-2235-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Accepted: 02/13/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Malaria has historically been entrenched in indigenous populations of the República de Panamá. This scenario occurs despite the fact that successful methods for malaria elimination were developed during the creation of the Panamá Canal. Today, most malaria cases in the República de Panamá affect the Gunas, an indigenous group, which mainly live in autonomous regions of eastern Panamá. Over recent decades several malaria outbreaks have affected the Gunas, and one hypothesis is that such outbreaks could have been exacerbated by climate change, especially by anomalous weather patterns driven by the EL Niño Southern Oscillation (ENSO). RESULTS Monthly malaria cases in Guna Yala (1998-2016) were autocorrelated up to 2 months of lag, likely reflecting parasite transmission cycles between humans and mosquitoes, and cyclically for periods of 4 months that might reflect relapses of Plasmodium vivax, the dominant malaria parasite transmitted in Panamá. Moreover, malaria case number was positively associated (P < 0.05) with rainfall (7 months of lag), and negatively with the El Niño 4 index (15 months of lag) and the Normalized Difference Vegetation Index, NDVI (8 months of lag), the sign and magnitude of these associations likely related to the impacts of weather patterns and vegetation on the ecology of Anopheles albimanus, the main malaria vector in Guna Yala. Interannual cycles, of approximately 4-year periods, in monthly malaria case numbers were associated with the El Niño 4 index, a climatic index associated with weather and vegetation dynamics in Guna Yala at seasonal and interannual time scales. CONCLUSION The results showed that ENSO, rainfall and NDVI were associated with the number of malaria cases in Guna Yala during the study period. These results highlight the vulnerability of Guna populations to malaria, an infection sensitive to climate change, and call for further studies about weather impacts on malaria vector ecology, as well as the association of malaria vectors with Gunas paying attention to their socio-economic conditions of poverty and cultural differences as an ethnic minority.
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Affiliation(s)
- Lisbeth Amarilis Hurtado
- Unidad de Análisis Epidemiológico y Bioestadísticas, Instituto Commemorativo Gorgas de Estudios de la Salud, Panamá, República de Panamá
| | - José E Calzada
- Departamento de Investigación en Parasitología, Instituto Commemorativo Gorgas de Estudios de la Salud, Panamá, República de Panamá
| | - Chystrie A Rigg
- Departamento de Investigación en Parasitología, Instituto Commemorativo Gorgas de Estudios de la Salud, Panamá, República de Panamá
| | - Milagros Castillo
- Unidad de Análisis Epidemiológico y Bioestadísticas, Instituto Commemorativo Gorgas de Estudios de la Salud, Panamá, República de Panamá
| | - Luis Fernando Chaves
- Instituto Costarricense de Investigación y Enseñanza en Nutrición y Salud (INCIENSA), Apartado 4-2250, Tres Ríos, Cartago, Costa Rica.
- Programa de Investigación en Enfermedades Tropicales (PIET), Escuela de Medicina Veterinaria, Universidad Nacional, Apartado Postal 304-3000, Heredia, Costa Rica.
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Dada N, Sheth M, Liebman K, Pinto J, Lenhart A. Whole metagenome sequencing reveals links between mosquito microbiota and insecticide resistance in malaria vectors. Sci Rep 2018; 8:2084. [PMID: 29391526 PMCID: PMC5794770 DOI: 10.1038/s41598-018-20367-4] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Accepted: 01/17/2018] [Indexed: 02/04/2023] Open
Abstract
In light of the declining global malaria burden attained largely due to insecticides, a deeper understanding of the factors driving insecticide resistance is needed to mitigate its growing threat to malaria vector control programs. Following evidence of microbiota-mediated insecticide resistance in agricultural pests, we undertook a comparative study of the microbiota in mosquitoes of differing insecticide resistance status. The microbiota of wild-caught Anopheles albimanus, an important Latin American malaria vector, that were resistant (FEN_Res) or susceptible (FEN_Sus) to the organophosphate (OP) insecticide fenitrothion were characterized and compared using whole metagenome sequencing. Results showed differing composition of the microbiota and its functions between FEN_Res and FEN_Sus, with significant enrichment of OP-degrading bacteria and enzymes in FEN_Res compared to FEN_Sus. Lower bacterial diversity was observed in FEN_Res compared to FEN_Sus, suggesting the enrichment of bacterial taxa with a competitive advantage in response to insecticide selection pressure. We report and characterize for the first time whole metagenomes of An. albimanus, revealing associations between the microbiota and phenotypic resistance to the insecticide fenitrothion. This study lays the groundwork for further investigation of the role of the mosquito microbiota in insecticide resistance.
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Affiliation(s)
- Nsa Dada
- Entomology Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, United States Centers for Disease Control and Prevention, 1600 Clifton RD. NE. MS G-49, Atlanta, GA 30329, United States of America
- American Society for Microbiology, 1752 N Street, N. W. Washington, D. C., 20036, United States of America
| | - Mili Sheth
- Biotechnology Core Facility Branch, Division of Scientific Resources, National Center for Emerging & Zoonotic Infectious Diseases, United States Centers for Disease Control and Prevention, 1600 Clifton RD. NE, Atlanta, GA 30329, United States of America
| | - Kelly Liebman
- Entomology Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, United States Centers for Disease Control and Prevention, 1600 Clifton RD. NE. MS G-49, Atlanta, GA 30329, United States of America
- Vector-Borne Disease Section, Division of Communicable Disease Control, Center for Infectious Diseases, California Department of Public Health, 850 Marina Bay Parkway, Richmond, CA 94804, United States of America
| | - Jesus Pinto
- Instituto Nacional de Salud, Avenida Defensores del Morro (Ex-Huaylas) 2268, Chorrillos, Lima, Peru
| | - Audrey Lenhart
- Entomology Branch, Division of Parasitic Diseases and Malaria, Center for Global Health, United States Centers for Disease Control and Prevention, 1600 Clifton RD. NE. MS G-49, Atlanta, GA 30329, United States of America.
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Cohen R, Cardona JS, Navarro ES, Padilla N, Reyes L, Villar RJP, Masuoka P, Bernart C, Peruski LF, Bryan JP. Outbreak Investigation of Plasmodium vivax Malaria in a Region of Guatemala Targeted for Malaria Elimination. Am J Trop Med Hyg 2017; 96:819-825. [PMID: 28138056 DOI: 10.4269/ajtmh.15-0698] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
AbstractThe Department of Santa Rosa, Guatemala, is targeted for malaria elimination. However, compared with 2011, a 13-fold increase in cases was reported in 2012. To describe the epidemiology of malaria in Santa Rosa in the setting of the apparent outbreak, demographic and microscopic data from 2008 to 2013 were analyzed. In April 2012, a new surveillance strategy, funded by the Global Fund to Fight AIDS, Tuberculosis and Malaria, was introduced involving more active case detection, centralized microscopy, increased community engagement, and expanded vector control. Interviews with vector control personnel and site visits were conducted in June 2013. From 2008 to 2013, 337 cases of malaria were reported. The increase in cases occurred largely after the new surveillance strategy was implemented. Most (137/165; 83%) 2012 cases came from one town near a lake. Plasmodium vivax was the malaria species detected in all cases. Cases were detected where malaria was not previously reported. Monthly rainfall or/and temperature did not correlate with cases. Interviews with public health personnel suggested that the new funding, staffing, and strategy were responsible for improved quality of malaria detection and control and thus the increase in reported cases. Improvements in surveillance, case detection, and funding appear responsible for the temporary increase in cases, which thus may paradoxically indicate progress toward elimination.
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Affiliation(s)
- Robert Cohen
- U.S. Army Public Health Command, Edgewood, Maryland
| | - Joel Sarceño Cardona
- Area de Salud, Department of Santa Rosa, Ministerio de Salud, Cuilapa, Guatemala
| | | | | | - Lisette Reyes
- Area de Salud, Department of Santa Rosa, Ministerio de Salud, Cuilapa, Guatemala
| | | | - Penny Masuoka
- Henry M. Jackson Foundation, Uniformed Services University of Health Sciences, Bethesda, Maryland
| | | | - Leonard F Peruski
- Division of Global Health Protection, Center for Disease Control and Prevention, Atlanta, Georgia.,Central American Regional Office, Centers for Disease Control and Prevention, Guatemala City, Guatemala
| | - Joe P Bryan
- Division of Global Health Protection, Center for Disease Control and Prevention, Atlanta, Georgia.,Central American Regional Office, Centers for Disease Control and Prevention, Guatemala City, Guatemala
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Krisher LK, Krisher J, Ambuludi M, Arichabala A, Beltrán-Ayala E, Navarrete P, Ordoñez T, Polhemus ME, Quintana F, Rochford R, Silva M, Bazo J, Stewart-Ibarra AM. Successful malaria elimination in the Ecuador-Peru border region: epidemiology and lessons learned. Malar J 2016; 15:573. [PMID: 27894320 PMCID: PMC5126842 DOI: 10.1186/s12936-016-1630-x] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Accepted: 11/21/2016] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND In recent years, malaria (Plasmodium vivax and Plasmodium falciparum) has been successfully controlled in the Ecuador-Peru coastal border region. The aim of this study was to document this control effort and to identify the best practices and lessons learned that are applicable to malaria control and to other vector-borne diseases. A proximal outcome evaluation was conducted of the robust elimination programme in El Oro Province, Ecuador, and the Tumbes Region, Peru. Data collection efforts included a series of workshops with local public health experts who played central roles in the elimination effort, review of epidemiological records from Ministries of Health, and a review of national policy documents. Key programmatic and external factors are identified that determined the success of this eradication effort. CASE DESCRIPTION From the mid 1980s until the early 2000s, the region experienced a surge in malaria transmission, which experts attributed to a combination of ineffective anti-malarial treatment, social-ecological factors (e.g., El Niño, increasing rice farming, construction of a reservoir), and political factors (e.g., reduction in resources and changes in management). In response to the malaria crisis, local public health practitioners from El Oro and Tumbes joined together in the mid-1990s to forge an unofficial binational collaboration for malaria control. Over the next 20 years, they effectively eradicated malaria in the region, by strengthening surveillance and treatment strategies, sharing of resources, operational research to inform policy, and novel interventions. DISCUSSION AND EVALUATION The binational collaboration at the operational level was the fundamental component of the successful malaria elimination programme. This unique relationship created a trusting, open environment that allowed for flexibility, rapid response, innovation and resilience in times of crisis, and ultimately a sustainable control programme. Strong community involvement, an extensive microscopy network and ongoing epidemiologic investigations at the local level were also identified as crucial programmatic strategies. CONCLUSION The results of this study provide key principles of a successful malaria elimination programme that can inform the next generation of public health professionals in the region, and serve as a guide to ongoing and future control efforts of other emerging vector borne diseases globally.
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Affiliation(s)
- Lyndsay K. Krisher
- Center for Health, Work & Environment, Colorado School of Public Health, University of Colorado Denver, Aurora, CO USA
| | - Jesse Krisher
- Center for Global Health and Translational Science, State University of New York Upstate Medical University, 505 Irving Ave., Syracuse, NY 13210 USA
| | | | | | - Efrain Beltrán-Ayala
- Ministerio de Salud Pública, Machala, El Oro, Ecuador
- Facultad de Medicina, Universidad Técnica de Machala, Machala, El Oro, Ecuador
| | | | - Tania Ordoñez
- Ministerio de Salud Pública, Machala, El Oro, Ecuador
| | - Mark E. Polhemus
- Center for Global Health and Translational Science, State University of New York Upstate Medical University, 505 Irving Ave., Syracuse, NY 13210 USA
| | - Fernando Quintana
- Dirección Regional de Salud Tumbes, Ministerio de Salud de Peru, Tumbes, Peru
| | - Rosemary Rochford
- Department of Environmental and Occupational Health, Colorado School of Public Health, University of Colorado Denver, Aurora, CO USA
| | - Mercy Silva
- Ministerio de Salud Pública, Machala, El Oro, Ecuador
| | - Juan Bazo
- Red Cross/Red Crescent Climate Centre, Lima, Peru
| | - Anna M. Stewart-Ibarra
- Center for Global Health and Translational Science, State University of New York Upstate Medical University, 505 Irving Ave., Syracuse, NY 13210 USA
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Fuller DO, Alimi T, Herrera S, Beier JC, Quiñones ML. Spatial association between malaria vector species richness and malaria in Colombia. Acta Trop 2016; 158:197-200. [PMID: 26970373 DOI: 10.1016/j.actatropica.2016.03.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2015] [Revised: 02/12/2016] [Accepted: 03/07/2016] [Indexed: 11/28/2022]
Abstract
Malaria transmission in Colombia is highly variable in space and time. Using a species distribution model, we mapped potential distribution of five vector species including Anopheles albimanus, Anopheles calderoni, Anopheles darlingi, Anopheles neivai, and Anopheles nuneztovari in five Departments of Colombia where malaria transmission remains problematic. We overlaid the range maps of the five species to reveal areas of sympatry and related per-pixel species richness to mean annual parasite index (API) for 2011-2014 mapped by municipality (n = 287). The relationship between mean number of vector species per municipality and API was evaluated using a Poisson regression, which revealed a highly significant relationship between species richness and API (p = 0 for Wald Chi-Square statistic). The results suggest that areas of relatively high transmission in Colombia typically contain higher number of vector species than areas with unstable transmission and that future elimination strategies should account for vector species richness.
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Affiliation(s)
- Douglas O Fuller
- Department of Geography and Regional Studies, University of Miami, Coral Gables, FL, USA.
| | - Temitope Alimi
- Abess Center for Ecosystem Science and Policy, University of Miami, Coral Gables, FL, USA
| | | | - John C Beier
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Martha L Quiñones
- Department of Public Health, Universidad Nacional de Colombia, Bogotá, Colombia
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Ruktanonchai NW, Bhavnani D, Sorichetta A, Bengtsson L, Carter KH, Córdoba RC, Le Menach A, Lu X, Wetter E, zu Erbach-Schoenberg E, Tatem AJ. Census-derived migration data as a tool for informing malaria elimination policy. Malar J 2016; 15:273. [PMID: 27169470 PMCID: PMC4864939 DOI: 10.1186/s12936-016-1315-5] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Accepted: 04/27/2016] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Numerous countries around the world are approaching malaria elimination. Until global eradication is achieved, countries that successfully eliminate the disease will contend with parasite reintroduction through international movement of infected people. Human-mediated parasite mobility is also important within countries near elimination, as it drives parasite flows that affect disease transmission on a subnational scale. METHODS Movement patterns exhibited in census-based migration data are compared with patterns exhibited in a mobile phone data set from Haiti to quantify how well migration data predict short-term movement patterns. Because short-term movement data were unavailable for Mesoamerica, a logistic regression model fit to migration data from three countries in Mesoamerica is used to predict flows of infected people between subnational administrative units throughout the region. RESULTS Population flows predicted using census-based migration data correlated strongly with mobile phone-derived movements when used as a measure of relative connectivity. Relative population flows are therefore predicted using census data across Mesoamerica, informing the areas that are likely exporters and importers of infected people. Relative population flows are used to identify community structure, useful for coordinating interventions and elimination efforts to minimize importation risk. Finally, the ability of census microdata inform future intervention planning is discussed in a country-specific setting using Costa Rica as an example. CONCLUSIONS These results show long-term migration data can effectively predict the relative flows of infected people to direct malaria elimination policy, a particularly relevant result because migration data are generally easier to obtain than short-term movement data such as mobile phone records. Further, predicted relative flows highlight policy-relevant population dynamics, such as major exporters across the region, and Nicaragua and Costa Rica's strong connection by movement of infected people, suggesting close coordination of their elimination efforts. Country-specific applications are discussed as well, such as predicting areas at relatively high risk of importation, which could inform surveillance and treatment strategies.
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Affiliation(s)
- Nick W. Ruktanonchai
- />WorldPop, Geography and Environment, University of Southampton, Southampton, SO17 1BJ UK
- />Flowminder Foundation, Stockholm, Sweden
| | | | - Alessandro Sorichetta
- />WorldPop, Geography and Environment, University of Southampton, Southampton, SO17 1BJ UK
- />Flowminder Foundation, Stockholm, Sweden
| | - Linus Bengtsson
- />WorldPop, Geography and Environment, University of Southampton, Southampton, SO17 1BJ UK
- />Flowminder Foundation, Stockholm, Sweden
- />Karolinska Institute, Stockholm, Sweden
| | - Keith H. Carter
- />Pan American Health Organization/World Health Organization, Washington, DC USA
| | - Roberto C. Córdoba
- />Department of Health Surveillance, Costa Rica Ministry of Health, San Jose, Costa Rica
| | | | - Xin Lu
- />Flowminder Foundation, Stockholm, Sweden
- />Karolinska Institute, Stockholm, Sweden
| | - Erik Wetter
- />Flowminder Foundation, Stockholm, Sweden
- />Stockholm School of Economics, Stockholm, Sweden
| | - Elisabeth zu Erbach-Schoenberg
- />WorldPop, Geography and Environment, University of Southampton, Southampton, SO17 1BJ UK
- />Flowminder Foundation, Stockholm, Sweden
| | - Andrew J. Tatem
- />WorldPop, Geography and Environment, University of Southampton, Southampton, SO17 1BJ UK
- />Flowminder Foundation, Stockholm, Sweden
- />Fogarty International Center, National Institutes of Health, Bethesda, MD USA
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12
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Alimi TO, Fuller DO, Herrera SV, Arevalo-Herrera M, Quinones ML, Stoler JB, Beier JC. A multi-criteria decision analysis approach to assessing malaria risk in northern South America. BMC Public Health 2016; 16:221. [PMID: 26940004 PMCID: PMC4778356 DOI: 10.1186/s12889-016-2902-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Accepted: 02/22/2016] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Malaria control in South America has vastly improved in the past decade, leading to a decrease in the malaria burden. Despite the progress, large parts of the continent continue to be at risk of malaria transmission, especially in northern South America. The objectives of this study were to assess the risk of malaria transmission and vector exposure in northern South America using multi-criteria decision analysis. METHODS The risk of malaria transmission and vector exposure in northern South America was assessed using multi-criteria decision analysis, in which expert opinions were taken on the key environmental and population risk factors. RESULTS Results from our risk maps indicated areas of moderate-to-high risk along rivers in the Amazon basin, along the coasts of the Guianas, the Pacific coast of Colombia and northern Colombia, in parts of Peru and Bolivia and within the Brazilian Amazon. When validated with occurrence records for malaria, An. darlingi, An. albimanus and An. nuneztovari s.l., t-test results indicated that risk scores at occurrence locations were significantly higher (p < 0.0001) than a control group of geographically random points. CONCLUSION In this study, we produced risk maps based on expert opinion on the spatial representation of risk of potential vector exposure and malaria transmission. The findings provide information to the public health decision maker/policy makers to give additional attention to the spatial planning of effective vector control measures. Therefore, as the region tackles the challenge of malaria elimination, prioritizing areas for interventions by using spatially accurate, high-resolution (1 km or less) risk maps may guide targeted control and help reduce the disease burden in the region.
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Affiliation(s)
- Temitope O Alimi
- Abess Center for Ecosystem Science and Policy, University of Miami, Coral Gables, FL, USA.
| | - Douglas O Fuller
- Department of Geography and Regional Studies, University of Miami, Coral Gables, FL, USA.
| | - Socrates V Herrera
- Centro de Investigación Científica Caucaseco, Cali, Colombia.
- Faculty of Health, Universidad del Valle, Cali, Colombia.
| | - Myriam Arevalo-Herrera
- Centro de Investigación Científica Caucaseco, Cali, Colombia.
- Faculty of Health, Universidad del Valle, Cali, Colombia.
| | - Martha L Quinones
- Department of Public Health, Universidad Nacional de Colombia, Bogota, Colombia.
| | - Justin B Stoler
- Department of Geography and Regional Studies, University of Miami, Coral Gables, FL, USA.
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, USA.
| | - John C Beier
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, USA.
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13
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Alimi TO, Fuller DO, Quinones ML, Xue RD, Herrera SV, Arevalo-Herrera M, Ulrich JN, Qualls WA, Beier JC. Prospects and recommendations for risk mapping to improve strategies for effective malaria vector control interventions in Latin America. Malar J 2015; 14:519. [PMID: 26694047 PMCID: PMC4689006 DOI: 10.1186/s12936-015-1052-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2015] [Accepted: 12/12/2015] [Indexed: 11/10/2022] Open
Abstract
With malaria control in Latin America firmly established in most countries and a growing number of these countries in the pre-elimination phase, malaria elimination appears feasible. A review of the literature indicates that malaria elimination in this region will be difficult without locally tailored strategies for vector control, which depend on more research on vector ecology, genetics and behavioural responses to environmental changes, such as those caused by land cover alterations, and human population movements. An essential way to bridge the knowledge gap and improve vector control is through risk mapping. Malaria risk maps based on statistical and knowledge-based modelling can elucidate the links between environmental factors and malaria vectors, explain interactions between environmental changes and vector dynamics, and provide a heuristic to demonstrate how the environment shapes malaria transmission. To increase the utility of risk mapping in guiding vector control activities, definitions of malaria risk for mapping purposes must be standardized. The maps must also possess appropriate scale and resolution in order to become essential tools in integrated vector management (IVM), so that planners can target areas in greatest need of control measures. Fully integrating risk mapping into vector control programmes will make interventions more evidence-based, making malaria elimination more attainable.
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Affiliation(s)
- Temitope O Alimi
- Abess Center for Ecosystem Science and Policy, University of Miami, Coral Gables, FL, USA.
| | - Douglas O Fuller
- Department of Geography and Regional Studies, University of Miami, Coral Gables, FL, USA.
| | - Martha L Quinones
- Department of Public Health, Universidad Nacional de Colombia, Bogota, Colombia.
| | - Rui-De Xue
- Anastasia Mosquito Control District, 500 Old Beach Road, St. Augustine, FL, USA.
| | - Socrates V Herrera
- Centro de Investigacion Cientifica Caucaseco, Universidad del Valle, Cali, Colombia. .,School of Health, Valle State University, Cali, Colombia.
| | - Myriam Arevalo-Herrera
- Centro de Investigacion Cientifica Caucaseco, Universidad del Valle, Cali, Colombia. .,School of Health, Valle State University, Cali, Colombia.
| | - Jill N Ulrich
- Abess Center for Ecosystem Science and Policy, University of Miami, Coral Gables, FL, USA.
| | - Whitney A Qualls
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, USA.
| | - John C Beier
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL, USA.
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14
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Padilla JC, Chaparro PE, Molina K, Arevalo-Herrera M, Herrera S. Is there malaria transmission in urban settings in Colombia? Malar J 2015; 14:453. [PMID: 26573620 PMCID: PMC4647453 DOI: 10.1186/s12936-015-0956-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Accepted: 10/21/2015] [Indexed: 01/17/2023] Open
Abstract
Background Colombia contributes a significant proportion of malaria cases in the Americas, which are predominantly rural. However, in the last 8 years ~ 10 % of the endemic municipalities have also reported urban and peri-urban malaria cases, a growing concern for health authorities. This study focused on the characterization of the officially reported urban malaria cases. Methods A descriptive retrospective study based on secondary information provided by the Colombian National Surveillance System-SIVIGILA for the 2008–2012 period was conducted. A total of 17 municipalities with consistent and persistent reports of urban and peri-urban malaria were selected for analysis, which included site of origin and of residence, age, gender and ethnicity of patients, health system affiliation, Plasmodium species and the presence of malaria vectors. Results A total of 18,113 malaria cases were reported from urban and peri-urban areas of 17 endemic municipalities. Almost 70 % of the reports originated in localities in the departments of Chocó and Nariño, located on the Pacific Coast where a predominantly Afro-Colombian population, of individuals of under 30 years of age, was the most affected (80.7 %), mainly with Plasmodium falciparum infections (52.1 %). Median annual parasite index (API) was 6.4 per 1000 inhabitants (3.4 in 2008; 10.8 in 2010 and 6.0 in 2012). Between 2011 and 2012 complicated cases (2.4 %) and malaria in pregnant women (1.4 %) were reported. Study areas reported the presence of at least seven Anopheles species considered malaria vectors. These analyses did not allow ascertaining the presumable origin of the recorded urban cases due to the lack of a consensus on a definition of urban, peri-urban and rural limits and the lack of proper verification of the geographical source of infection. Conclusions The study indicates the probable presence of endemic, unstable and low-intensity malaria transmission in Colombian urban and peri-urban areas of a group of municipalities located mainly on the Pacific coast region and a few others in the eastern region. There is a need to unequivocally confirm the urban or peri-urban origin of the malaria cases reported and the transmission conditions, as well as to develop and implement new strategies for urban and peri-urban malaria control and elimination.
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Affiliation(s)
- Julio C Padilla
- Ministerio de Salud y Protección Social de Colombia, Bogotá, Colombia.
| | | | - Karen Molina
- Malaria Vaccine and Drug Development Center, Cali, Colombia. .,Centro de Investigación Científica Caucaseco, Cali, Colombia.
| | - Myriam Arevalo-Herrera
- Malaria Vaccine and Drug Development Center, Cali, Colombia. .,Faculty of Health, Universidad del Valle, Cali, Colombia.
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15
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Salinas JL, Kissinger JC, Jones DP, Galinski MR. Metabolomics in the fight against malaria. Mem Inst Oswaldo Cruz 2015; 109:589-97. [PMID: 25185001 PMCID: PMC4156452 DOI: 10.1590/0074-0276140043] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2014] [Accepted: 03/11/2014] [Indexed: 02/06/2023] Open
Abstract
Metabolomics uses high-resolution mass spectrometry to provide a chemical fingerprint of thousands of metabolites present in cells, tissues or body fluids. Such metabolic phenotyping has been successfully used to study various biologic processes and disease states. High-resolution metabolomics can shed new light on the intricacies of host-parasite interactions in each stage of the Plasmodium life cycle and the downstream ramifications on the host's metabolism, pathogenesis and disease. Such data can become integrated with other large datasets generated using top-down systems biology approaches and be utilised by computational biologists to develop and enhance models of malaria pathogenesis relevant for identifying new drug targets or intervention strategies. Here, we focus on the promise of metabolomics to complement systems biology approaches in the quest for novel interventions in the fight against malaria. We introduce the Malaria Host-Pathogen Interaction Center (MaHPIC), a new systems biology research coalition. A primary goal of the MaHPIC is to generate systems biology datasets relating to human and non-human primate (NHP) malaria parasites and their hosts making these openly available from an online relational database. Metabolomic data from NHP infections and clinical malaria infections from around the world will comprise a unique global resource.
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Affiliation(s)
- Jorge L Salinas
- Division of Infectious Diseases, Emory University School of Medicine, Emory University, Atlanta, GA, USA
| | - Jessica C Kissinger
- Department of Genetics, Institute of Bioinformatics, Center for Tropical and Emerging Global Diseases, University of Georgia, Athens, GA, USA
| | - Dean P Jones
- Division of Pulmonary Medicine, Department of Medicine, Emory University School of Medicine, Emory University, Atlanta, GA, USA
| | - Mary R Galinski
- Division of Infectious Diseases, Emory University School of Medicine, Emory University, Atlanta, GA, USA
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16
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Conn JE, Norris DE, Donnelly MJ, Beebe NW, Burkot TR, Coulibaly MB, Chery L, Eapen A, Keven JB, Kilama M, Kumar A, Lindsay SW, Moreno M, Quinones M, Reimer LJ, Russell TL, Smith DL, Thomas MB, Walker ED, Wilson ML, Yan G. Entomological Monitoring and Evaluation: Diverse Transmission Settings of ICEMR Projects Will Require Local and Regional Malaria Elimination Strategies. Am J Trop Med Hyg 2015; 93:28-41. [PMID: 26259942 PMCID: PMC4574272 DOI: 10.4269/ajtmh.15-0009] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Accepted: 05/20/2015] [Indexed: 01/29/2023] Open
Abstract
The unprecedented global efforts for malaria elimination in the past decade have resulted in altered vectorial systems, vector behaviors, and bionomics. These changes combined with increasingly evident heterogeneities in malaria transmission require innovative vector control strategies in addition to the established practices of long-lasting insecticidal nets and indoor residual spraying. Integrated vector management will require focal and tailored vector control to achieve malaria elimination. This switch of emphasis from universal coverage to universal coverage plus additional interventions will be reliant on improved entomological monitoring and evaluation. In 2010, the National Institutes for Allergies and Infectious Diseases (NIAID) established a network of malaria research centers termed ICEMRs (International Centers for Excellence in Malaria Research) expressly to develop this evidence base in diverse malaria endemic settings. In this article, we contrast the differing ecology and transmission settings across the ICEMR study locations. In South America, Africa, and Asia, vector biologists are already dealing with many of the issues of pushing to elimination such as highly focal transmission, proportionate increase in the importance of outdoor and crepuscular biting, vector species complexity, and "sub patent" vector transmission.
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Affiliation(s)
- Jan E. Conn
- *Address correspondence to Jan E. Conn, Griffin Laboratory, The Wadsworth Center, New York State Department of Health, 5668 State Farm Road, Slingerlands, NY 12159. E-mail:
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17
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Alimi TO, Fuller DO, Qualls WA, Herrera SV, Arevalo-Herrera M, Quinones ML, Lacerda MVG, Beier JC. Predicting potential ranges of primary malaria vectors and malaria in northern South America based on projected changes in climate, land cover and human population. Parasit Vectors 2015; 8:431. [PMID: 26289677 PMCID: PMC4546039 DOI: 10.1186/s13071-015-1033-9] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2015] [Accepted: 08/05/2015] [Indexed: 11/21/2022] Open
Abstract
Background Changes in land use and land cover (LULC) as well as climate are likely to affect the geographic distribution of malaria vectors and parasites in the coming decades. At present, malaria transmission is concentrated mainly in the Amazon basin where extensive agriculture, mining, and logging activities have resulted in changes to local and regional hydrology, massive loss of forest cover, and increased contact between malaria vectors and hosts. Methods Employing presence-only records, bioclimatic, topographic, hydrologic, LULC and human population data, we modeled the distribution of malaria and two of its dominant vectors, Anopheles darlingi, and Anopheles nuneztovari s.l. in northern South America using the species distribution modeling platform Maxent. Results Results from our land change modeling indicate that about 70,000 km2 of forest land would be lost by 2050 and 78,000 km2 by 2070 compared to 2010. The Maxent model predicted zones of relatively high habitat suitability for malaria and the vectors mainly within the Amazon and along coastlines. While areas with malaria are expected to decrease in line with current downward trends, both vectors are predicted to experience range expansions in the future. Elevation, annual precipitation and temperature were influential in all models both current and future. Human population mostly affected An. darlingi distribution while LULC changes influenced An. nuneztovari s.l. distribution. Conclusion As the region tackles the challenge of malaria elimination, investigations such as this could be useful for planning and management purposes and aid in predicting and addressing potential impediments to elimination. Electronic supplementary material The online version of this article (doi:10.1186/s13071-015-1033-9) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Temitope O Alimi
- Abess Center for Ecosystem Science and Policy, University of Miami, Coral Gables, Florida, USA.
| | - Douglas O Fuller
- Department of Geography and Regional Studies, University of Miami, Coral Gables, Florida, USA.
| | - Whitney A Qualls
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, Florida, USA.
| | - Socrates V Herrera
- Centro de Investigación Científica Caucaseco, Cali, Colombia. .,School of Health, Valle State University, Cali, Colombia.
| | - Myriam Arevalo-Herrera
- Centro de Investigación Científica Caucaseco, Cali, Colombia. .,School of Health, Valle State University, Cali, Colombia.
| | - Martha L Quinones
- Department of Public Health, Universidad Nacional de Colombia, Bogota, Colombia.
| | - Marcus V G Lacerda
- Fundação de Medicina Tropical Dr Heitor Vieira Dourado, Manaus, Amazonas, Brazil. .,Instituto de Pesquisa Leônidas & Maria Deane (FIOCRUZ Amazonas), Manaus, Amazonas, Brazil.
| | - John C Beier
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, Florida, USA.
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18
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Obaldia N, Baro NK, Calzada JE, Santamaria AM, Daniels R, Wong W, Chang HH, Hamilton EJ, Arevalo-Herrera M, Herrera S, Wirth DF, Hartl DL, Marti M, Volkman SK. Clonal outbreak of Plasmodium falciparum infection in eastern Panama. J Infect Dis 2014; 211:1087-96. [PMID: 25336725 DOI: 10.1093/infdis/jiu575] [Citation(s) in RCA: 63] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Identifying the source of resurgent parasites is paramount to a strategic, successful intervention for malaria elimination. Although the malaria incidence in Panama is low, a recent outbreak resulted in a 6-fold increase in reported cases. We hypothesized that parasites sampled from this epidemic might be related and exhibit a clonal population structure. We tested the genetic relatedness of parasites, using informative single-nucleotide polymorphisms and drug resistance loci. We found that parasites were clustered into 3 clonal subpopulations and were related to parasites from Colombia. Two clusters of Panamanian parasites shared identical drug resistance haplotypes, and all clusters shared a chloroquine-resistance genotype matching the pfcrt haplotype of Colombian origin. Our findings suggest these resurgent parasite populations are highly clonal and that the high clonality likely resulted from epidemic expansion of imported or vestigial cases. Malaria outbreak investigations that use genetic tools can illuminate potential sources of epidemic malaria and guide strategies to prevent further resurgence in areas where malaria has been eliminated.
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Affiliation(s)
| | | | - Jose E Calzada
- Instituto Conmemorativo Gorgas de Estudios de la Salud, Panama City, Panama
| | - Ana M Santamaria
- Instituto Conmemorativo Gorgas de Estudios de la Salud, Panama City, Panama
| | - Rachel Daniels
- Department of Organismic and Evolutionary Biology, Harvard University
| | - Wesley Wong
- Department of Immunology and Infectious Diseases
| | | | | | - Myriam Arevalo-Herrera
- Centro de Investigación Científica Caucaseco/Centro Latino Americano de Investigación en Malaria, Cali, Colombia
| | - Socrates Herrera
- Centro de Investigación Científica Caucaseco/Centro Latino Americano de Investigación en Malaria, Cali, Colombia
| | - Dyann F Wirth
- Department of Immunology and Infectious Diseases Broad Institute, Cambridge, Massachusetts
| | - Daniel L Hartl
- Department of Organismic and Evolutionary Biology, Harvard University
| | | | - Sarah K Volkman
- Department of Immunology and Infectious Diseases Simmons College, Boston Broad Institute, Cambridge, Massachusetts
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Fuller D, Troyo A, Alimi T, Beier J. Participatory Risk Mapping of Malaria Vector Exposure in Northern South America using Environmental and Population Data. APPLIED GEOGRAPHY (SEVENOAKS, ENGLAND) 2014; 48:1-7. [PMID: 24976656 PMCID: PMC4066217 DOI: 10.1016/j.apgeog.2014.01.002] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Malaria elimination remains a major public health challenge in many tropical regions, including large areas of northern South America. In this study, we present a new high spatial resolution (90 × 90 m) risk map for Colombia and surrounding areas based on environmental and human population data. The map was created through a participatory multi-criteria decision analysis in which expert opinion was solicited to determine key environmental and population risk factors, different fuzzy functions to standardize risk factor inputs, and variable factor weights to combine risk factors in a geographic information system. The new risk map was compared to a map of malaria cases in which cases were aggregated to the municipio (municipality) level. The relationship between mean municipio risk scores and total cases by muncípio showed a weak correlation. However, the relationship between pixel-level risk scores and vector occurrence points for two dominant vector species, Anopheles albimanus and An. darlingi, was significantly different (p < 0.05) from a random point distribution, as was a pooled point distribution for these two vector species and An. nuneztovari. Thus, we conclude that the new risk map derived based on expert opinion provides an accurate spatial representation of risk of potential vector exposure rather than malaria transmission as shown by the pattern of malaria cases, and therefore it may be used to inform public health authorities as to where vector control measures should be prioritized to limit human-vector contact in future malaria outbreaks.
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Affiliation(s)
- D.O. Fuller
- Department of Geography and Regional Studies, University of Miami, Coral Gables, FL USA
| | - A. Troyo
- Centro de Investigación en Enfermedades Tropicales, Facultad de Microbiología, Universidad de Costa Rica, SanJosé, Costa Rica
| | - T.O. Alimi
- Abess Center for Ecosystem Science and Policy, University of Miami, Coral Gables, FL USA
| | - J.C. Beier
- Department of Public Health Sciences, Miller School of Medicine, University of Miami, Miami, FL USA
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20
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Marinotti O, Cerqueira GC, de Almeida LGP, Ferro MIT, Loreto ELDS, Zaha A, Teixeira SMR, Wespiser AR, Almeida E Silva A, Schlindwein AD, Pacheco ACL, Silva ALDCD, Graveley BR, Walenz BP, Lima BDA, Ribeiro CAG, Nunes-Silva CG, de Carvalho CR, Soares CMDA, de Menezes CBA, Matiolli C, Caffrey D, Araújo DAM, de Oliveira DM, Golenbock D, Grisard EC, Fantinatti-Garboggini F, de Carvalho FM, Barcellos FG, Prosdocimi F, May G, Azevedo Junior GMD, Guimarães GM, Goldman GH, Padilha IQM, Batista JDS, Ferro JA, Ribeiro JMC, Fietto JLR, Dabbas KM, Cerdeira L, Agnez-Lima LF, Brocchi M, de Carvalho MO, Teixeira MDM, Diniz Maia MDM, Goldman MHS, Cruz Schneider MP, Felipe MSS, Hungria M, Nicolás MF, Pereira M, Montes MA, Cantão ME, Vincentz M, Rafael MS, Silverman N, Stoco PH, Souza RC, Vicentini R, Gazzinelli RT, Neves RDO, Silva R, Astolfi-Filho S, Maciel TEF, Urményi TP, Tadei WP, Camargo EP, de Vasconcelos ATR. The genome of Anopheles darlingi, the main neotropical malaria vector. Nucleic Acids Res 2013; 41:7387-400. [PMID: 23761445 PMCID: PMC3753621 DOI: 10.1093/nar/gkt484] [Citation(s) in RCA: 85] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Anopheles darlingi is the principal neotropical malaria vector, responsible for more than a million cases of malaria per year on the American continent. Anopheles darlingi diverged from the African and Asian malaria vectors ∼100 million years ago (mya) and successfully adapted to the New World environment. Here we present an annotated reference A. darlingi genome, sequenced from a wild population of males and females collected in the Brazilian Amazon. A total of 10 481 predicted protein-coding genes were annotated, 72% of which have their closest counterpart in Anopheles gambiae and 21% have highest similarity with other mosquito species. In spite of a long period of divergent evolution, conserved gene synteny was observed between A. darlingi and A. gambiae. More than 10 million single nucleotide polymorphisms and short indels with potential use as genetic markers were identified. Transposable elements correspond to 2.3% of the A. darlingi genome. Genes associated with hematophagy, immunity and insecticide resistance, directly involved in vector–human and vector–parasite interactions, were identified and discussed. This study represents the first effort to sequence the genome of a neotropical malaria vector, and opens a new window through which we can contemplate the evolutionary history of anopheline mosquitoes. It also provides valuable information that may lead to novel strategies to reduce malaria transmission on the South American continent. The A. darlingi genome is accessible at www.labinfo.lncc.br/index.php/anopheles-darlingi.
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Affiliation(s)
- Osvaldo Marinotti
- Department of Molecular Biology and Biochemistry, University of California Irvine, Irvine, CA 92697, USA, Institute of Technology, Broad Institute of Harvard and Massachusetts, Cambridge, MA 02141, USA, Laboratório de Bioinformática do Laboratório Nacional de Computação Científica, Petrópolis, RJ 25651-075, Brasil, Departamento de Tecnologia, Faculdade de Ciências Agrárias e Veterinárias de Jaboticabal, UNESP -Universidade Estadual Paulista, SP 14884-900, Brasil, Departamento de Biologia, Universidade Federal de Santa Maria, Santa Maria, RS 97105-900, Brasil, Departamento de Biologia Molecular e Biotecnologia, Centro de Biotecnologia, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS 91501-970, Brasil, Departamento de Bioquímica e Imunologia, Universidade Federal de Minas Gerais, Belo Horizonte, MG 31270901, Brasil, Department of Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA, Laboratório de Entomologia Médica IPEPATRO/FIOCRUZ, Porto Velho, RO 76812-245, Brasil, Departamento de Microbiologia, Imunologia e Parasitologia, Universidade Federal de Santa Catarina, Florianópolis, SC 88040-900, Brasil, Centro de Ciências da Saúde, Universidade Estadual do Ceará, Fortaleza, CE 62042-280, Brasil, Departamento de Ciências Biológicas, Campus Senador Helvídio Nunes de Barros, Universidade Federal do Piauí, Picos, PI 60740-000, Brasil, Departamento de Genética, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, PA 66075-900, Brasil, Department of Genetics and Developmental Biology, University of Connecticut Health Center, Farmington, CT 06030, USA, Informatics, The J. Craig Venter Institute, Medical Center Drive, Rockville, MD 20850, USA, Departamento de Genética, Evolução e Bioagentes, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, SP 13083-862, Brasil, Departamento de Genética e Melhoramento, Universidade Federal de Viçosa, MG 36570-000, Brasil, Centro de Apoio Mul
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Koodalingam A, Mullainadhan P, Arumugam M. Immuno-suppressive effects of aqueous extract of soapnut Sapindus emarginatus on the larvae and pupae of vector mosquito, Aedes aegypti. Acta Trop 2013; 126:249-55. [PMID: 23499862 DOI: 10.1016/j.actatropica.2013.02.021] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2012] [Revised: 02/21/2013] [Accepted: 02/24/2013] [Indexed: 01/11/2023]
Abstract
We recently reported the presence of potent anti-mosquito activity in aqueous kernel extract of the soapnut, Sapindus emarginatus, and demonstrated its impact on marker enzymes in larvae and pupae of the vector mosquito, Aedes aegypti. As a sequel to these findings, the present study elucidates immunotoxicity of this extract with respect to hemocyte-mediated cellular immune responses in fourth instar larvae and pupae as well as cuticular melanization reaction in the larvae of A. aegypti. The exposure of these two developmental stages of the mosquito to the soapnut extract at a lethal threshold concentration neither affected hemocyte viability tested up to 3h in vitro nor did it influence the hemocyte count. By contrast, exposure of the mosquito larvae and pupae to this extract significantly reduced the ability of their hemocytes to bind yeast cells, an important early event in the process of non-self recognition by immune cells. Consequently, the phagocytic activity of these hemocytes against yeast cells was also found to be adversely affected upon exposure of larvae and pupae to the extract. Besides, a perceptible initial delay in melanization reaction at the injured site of the cuticle in the extract-exposed larvae was observed. All these findings demonstrate, for the first time, the immuno-suppressive potential of a botanical biocide in the vector mosquito.
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Fuller DO, Parenti MS, Hassan AN, Beier JC. Linking land cover and species distribution models to project potential ranges of malaria vectors: an example using Anopheles arabiensis in Sudan and Upper Egypt. Malar J 2012; 11:264. [PMID: 22866895 PMCID: PMC3483279 DOI: 10.1186/1475-2875-11-264] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2012] [Accepted: 07/31/2012] [Indexed: 11/10/2022] Open
Abstract
Background Anopheles arabiensis is a particularly opportunistic feeder and efficient vector of Plasmodium falciparum in Africa and may invade areas outside its normal range, including areas separated by expanses of barren desert. The purpose of this paper is to demonstrate how spatial models can project future irrigated cropland and potential, new suitable habitat for vectors such as An. arabiensis. Methods Two different but complementary spatial models were linked to demonstrate their synergy for assessing re-invasion potential of An. arabiensis into Upper Egypt as a function of irrigated cropland expansion by 2050. The first model (The Land Change Modeler) was used to simulate changes in irrigated cropland using a Markov Chain approach, while the second model (MaxEnt) uses species occurrence points, land cover and other environmental layers to project probability of species presence. Two basic change scenarios were analysed, one involving a more conservative business-as-usual (BAU) assumption and second with a high probability of desert-to-cropland transition (Green Nile) to assess a broad range of potential outcomes by 2050. Results The results reveal a difference of 82,000 sq km in potential An. arabiensis range between the BAU and Green Nile scenarios. The BAU scenario revealed a highly fragmented set of small, potential habitat patches separated by relatively large distances (maximum distance = 64.02 km, mean = 12.72 km, SD = 9.92), while the Green Nile scenario produced a landscape characterized by large patches separated by relatively shorter gaps (maximum distance = 49.38, km, mean = 4.51 km, SD = 7.89) that may be bridged by the vector. Conclusions This study provides a first demonstration of how land change and species distribution models may be linked to project potential changes in vector habitat distribution and invasion potential. While gaps between potential habitat patches remained large in the Green Nile scenario, the models reveal large areas of future habitat connectivity that may facilitate the re-invasion of An. arabiensis from Sudan into Upper Egypt. The methods used are broadly applicable to other land cover changes as they influence vector distribution, particularly those related to tropical deforestation and urbanization processes.
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Affiliation(s)
- Douglas O Fuller
- Department of Geography and Regional Studies, University of Miami, Coral Gables, FL 33124-2221, USA.
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