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Padilla-Pozo Á, Bartumeus F, Montalvo T, Sanpera-Calbet I, Valsecchi A, Palmer JRB. Assessing and correcting neighborhood socioeconomic spatial sampling biases in citizen science mosquito data collection. Sci Rep 2024; 14:22462. [PMID: 39341898 PMCID: PMC11439082 DOI: 10.1038/s41598-024-73416-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 09/17/2024] [Indexed: 10/01/2024] Open
Abstract
Climatic, ecological, and socioeconomic factors are facilitating the spread of mosquito-borne diseases, heightening the importance of vector surveillance and control. Citizen science is proving to be an effective tool to track mosquito populations, but methods are needed to detect and account for small scale sampling biases in citizen science surveillance. In this article we combine two types of traditional mosquito surveillance records with data from the Mosquito Alert citizen science system to explore the ways in which the socioeconomic characteristics of urban neighborhoods result in sampling biases in citizen scientists' mosquito reports, while also shaping the spatial distribution of mosquito populations themselves. We use Barcelona, Spain, as an example, and focus on Aedes albopictus, an invasive vector species of concern worldwide. Our results suggest citizen scientists' sampling effort is focused more in Barcelona's lower and middle income census tracts than in its higher income ones, whereas Ae. albopictus populations are concentrated in the city's upper-middle income tracts. High resolution estimates of the spatial distribution of Ae. albopictus risk can be improved by controlling for citizen scientists' sampling effort, making it possible to provide better insights for efficiently targeting control efforts. Our methodology can be replicated in other cities faced with vector mosquitoes to improve public health responses to mosquito-borne diseases, which impose massive burdens on communities worldwide.
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Affiliation(s)
- Álvaro Padilla-Pozo
- Department of Sociology, Cornell University, Uris Hall, 109 Tower Rd, Ithaca, 14853, New York, United States of America.
- Cornell Population Center, Cornell University, Martha Van Rensselaer Hall, Ithaca, 14850, New York, United States of America.
- Centre d'Estudis Avançats de Blanes (CEAB-CSIC), Spanish National Research Council, Carrer Accés Cala Sant Francesc, 14, Blanes, 17300, Girona, Spain.
- Department of Political and Social Sciences, Universitat Pompeu Fabra, Ramon Trias Fargas, 25-27, Barcelona, 08005, Barcelona, Spain.
| | - Frederic Bartumeus
- Centre d'Estudis Avançats de Blanes (CEAB-CSIC), Spanish National Research Council, Carrer Accés Cala Sant Francesc, 14, Blanes, 17300, Girona, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Passeig de Lluís Companys, 23, Barcelona, 08010, Barcelona, Spain
- Centre de Recerca Ecològica i Aplicacions Forestals (CREAF), Edifici C Facultad de ciencias y biociencias, Bellaterra, 08193, Barcelona, Spain
| | - Tomás Montalvo
- Agència de Salut Pública de Barcelona, Pl. de Lesseps, 1, Barcelona, 08023, Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, C/ Monforte de Lemos 3-5, Pabellón 11, Planta 0, Madrid, 28029, Madrid, Spain
- Institut d'Investigació Biomédica Sant Pau, IIB St. Pau, Sant Quintí, 77-79, Barcelona, 08041, Barcelona, Spain
| | - Isis Sanpera-Calbet
- Department of Political and Social Sciences, Universitat Pompeu Fabra, Ramon Trias Fargas, 25-27, Barcelona, 08005, Barcelona, Spain
| | - Andrea Valsecchi
- Agència de Salut Pública de Barcelona, Pl. de Lesseps, 1, Barcelona, 08023, Barcelona, Spain
| | - John R B Palmer
- Department of Political and Social Sciences, Universitat Pompeu Fabra, Ramon Trias Fargas, 25-27, Barcelona, 08005, Barcelona, Spain.
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2
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Geraldes MA, Cunha MV, Godinho C, de Lima RF, Giovanetti M, Lourenço J. The historical ecological background of West Nile virus in Portugal indicates One Health opportunities. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 944:173875. [PMID: 38866158 DOI: 10.1016/j.scitotenv.2024.173875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 06/07/2024] [Accepted: 06/07/2024] [Indexed: 06/14/2024]
Abstract
West Nile (WNV) is a zoonotic arbovirus with an expanding geographical range and epidemic activity in Europe. Not having yet experienced a human-associated epidemic, Portugal remains an outlier in the Mediterranean basin. In this study, we apply ecological niche modelling informed by WNV historical evidence and a multitude of environmental variables from across Portugal. We identify that ecological backgrounds compatible with WNV historical circulation are mostly restricted to the south, characterized by a warmer and drier climate, high avian diversity, specific avian species and land types. We estimate WNV ecological suitability across the country, identifying overlaps with the distributions of the three relevant hosts (humans, birds, equines) for public and animal health. From this, we propose a category-based spatial framework providing first of a kind valuable insights for WNV surveillance in Portugal under the One Health nexus. We forecast that near future climate trends alone will contribute to pushing adequate WNV ecological suitability northwards, towards regions with higher human density. This unique perspective on the past, present and future ecology of WNV addresses existing national knowledge gaps, enhances our understanding of the evolving emergence of WNV, and offers opportunities to prepare and respond to the first human-associated epidemic in Portugal.
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Affiliation(s)
- Martim A Geraldes
- Centre for Ecology, Evolution and Environmental Changes (cE3c), CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal; Biosystems & Integrative Sciences Institute (BioISI), Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
| | - Mónica V Cunha
- Centre for Ecology, Evolution and Environmental Changes (cE3c), CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal; Biosystems & Integrative Sciences Institute (BioISI), Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
| | - Carlos Godinho
- MED - Mediterranean Institute for Agriculture, Environment and Development, LabOr - Laboratory of Ornithology, Instituto de Investigação e Formação Avançada, Universidade de Évora, Évora, Portugal
| | - Ricardo F de Lima
- Centre for Ecology, Evolution and Environmental Changes (cE3c), CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal; Centro de Biodiversidade do Golfo da Guiné (CBGG), São Tomé, São Tomé and Príncipe
| | - Marta Giovanetti
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil; Instituto Rene Rachou, Fundação Oswaldo Cruz, Belo Horizonte, Minas Gerais, Brazil; Department of Science and Technology for Humans and the Environment, Università of Campus Bio-Medico di Roma, Italy; Climate amplified diseases and epidemics (CLIMADE) Americas, Brazil
| | - José Lourenço
- Biosystems & Integrative Sciences Institute (BioISI), Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal; Universidade Católica Portuguesa, Católica Medical School, Católica Biomedical Research Centre, Portugal; Climate amplified diseases and epidemics (CLIMADE) Europe, Portugal.
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3
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Chakraborty S, Zigmond E, Shah S, Sylla M, Akorli J, Otoo S, Rose NH, McBride CS, Armbruster PA, Benoit JB. Thermal tolerance of mosquito eggs is associated with urban adaptation and human interactions. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.22.586322. [PMID: 38585904 PMCID: PMC10996485 DOI: 10.1101/2024.03.22.586322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/09/2024]
Abstract
Climate change is expected to profoundly affect mosquito distributions and their ability to serve as vectors for disease, specifically with the anticipated increase in heat waves. The rising temperature and frequent heat waves can accelerate mosquito life cycles, facilitating higher disease transmission. Conversely, higher temperatures could increase mosquito mortality as a negative consequence. Warmer temperatures are associated with increased human density, suggesting a need for anthropophilic mosquitoes to adapt to be more hardy to heat stress. Mosquito eggs provide an opportunity to study the biological impact of climate warming as this stage is stationary and must tolerate temperatures at the site of female oviposition. As such, egg thermotolerance is critical for survival in a specific habitat. In nature, Aedes mosquitoes exhibit different behavioral phenotypes, where specific populations prefer depositing eggs in tree holes and prefer feeding non-human vertebrates. In contrast, others, particularly human-biting specialists, favor laying eggs in artificial containers near human dwellings. This study examined the thermotolerance of eggs, along with adult stages, for Aedes aegypti and Ae. albopictus lineages associated with known ancestry and shifts in their relationship with humans. Mosquitoes collected from areas with higher human population density, displaying increased human preference, and having a human-associated ancestry profile have increased egg viability following high-temperature stress. Unlike eggs, thermal tolerance among adults showed no significant correlation based on the area of collection or human-associated ancestry. This study highlights that the egg stage is likely critical to mosquito survival when associated with humans and needs to be accounted when predicting future mosquito distribution.
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Affiliation(s)
- Souvik Chakraborty
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221
| | - Emily Zigmond
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221
| | - Sher Shah
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221
| | - Massamba Sylla
- Laboratory Vectors & Parasites, Department of Livestock Sciences and Techniques, Sine Saloum University El Hadji Ibrahima NIASS (SSUEIN) Kaffrine Campus
| | - Jewelna Akorli
- Department of Parasitology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Sampson Otoo
- Department of Parasitology, Noguchi Memorial Institute for Medical Research, University of Ghana, Accra, Ghana
| | - Noah H Rose
- Department of Ecology & Evolutionary Biology, Princeton University, Princeton, NJ 08544
- Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544
- Department of Ecology, Behavior, and Evolution, University of California San Diego, La Jolla, CA 92093
| | - Carolyn S McBride
- Department of Ecology & Evolutionary Biology, Princeton University, Princeton, NJ 08544
- Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544
| | | | - Joshua B Benoit
- Department of Biological Sciences, University of Cincinnati, Cincinnati, OH, 45221
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Patt JM, Makagon A, Norton B, Marvit M, Rutschman P, Neligeorge M, Salesin J. An optical system to detect, surveil, and kill flying insect vectors of human and crop pathogens. Sci Rep 2024; 14:8174. [PMID: 38589427 PMCID: PMC11002038 DOI: 10.1038/s41598-024-57804-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 03/21/2024] [Indexed: 04/10/2024] Open
Abstract
Sustainable and effective means to control flying insect vectors are critically needed, especially with widespread insecticide resistance and global climate change. Understanding and controlling vectors requires accurate information about their movement and activity, which is often lacking. The Photonic Fence (PF) is an optical system that uses machine vision, infrared light, and lasers to identify, track, and interdict vectors in flight. The PF examines an insect's outline, flight speed, and other flight parameters and if these match those of a targeted vector species, then a low-power, retina-safe laser kills it. We report on proof-of-concept tests of a large, field-sized PF (30 mL × 3 mH) conducted with Aedes aegypti, a mosquito that transmits dangerous arboviruses, and Diaphorina citri, a psyllid which transmits the fatal huanglongbing disease of citrus. In tests with the laser engaged, < 1% and 3% of A. aegypti and D. citri, respectfully, were recovered versus a 38% and 19% recovery when the lacer was silenced. The PF tracked, but did not intercept the orchid bee, Euglossa dilemma. The system effectively intercepted flying vectors, but not bees, at a distance of 30 m, heralding the use of photonic energy, rather than chemicals, to control flying vectors.
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Affiliation(s)
- Joseph M Patt
- United States Department of Agriculture, Agricultural Research Service, Fort Pierce, FL, 34945, USA.
| | - Arty Makagon
- Global Health Labs (Formerly Global Good Fund I, LLC), Bellevue, WA, 98007, USA
| | - Bryan Norton
- Global Health Labs (Formerly Global Good Fund I, LLC), Bellevue, WA, 98007, USA
| | - Maclen Marvit
- Global Health Labs (Formerly Global Good Fund I, LLC), Bellevue, WA, 98007, USA
| | - Phillip Rutschman
- Global Health Labs (Formerly Global Good Fund I, LLC), Bellevue, WA, 98007, USA
| | - Matt Neligeorge
- Global Health Labs (Formerly Global Good Fund I, LLC), Bellevue, WA, 98007, USA
| | - Jeremy Salesin
- Global Health Labs (Formerly Global Good Fund I, LLC), Bellevue, WA, 98007, USA
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5
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Herath JMMK, De Silva WAPP, Weeraratne TC, Karunaratne SHPP. Breeding Habitat Preference of the Dengue Vector Mosquitoes Aedes aegypti and Aedes albopictus from Urban, Semiurban, and Rural Areas in Kurunegala District, Sri Lanka. J Trop Med 2024; 2024:4123543. [PMID: 38318417 PMCID: PMC10843871 DOI: 10.1155/2024/4123543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 01/02/2024] [Accepted: 01/15/2024] [Indexed: 02/07/2024] Open
Abstract
Elimination of vector mosquito larvae and their breeding environments is an effective strategy in dengue disease control. Present study examined larval density and water quality in breeding habitats and container preference of dengue vectors Ae. aegypti and Ae. albopictus. Larval surveys were conducted monthly in urban, semiurban, and rural sites in Kurunegala, Sri Lanka, from January 2019 to December 2021. Larval densities were recorded under the following three categories: type of container (16 types), type of material (6 types), and location (indoor/outdoor). Breeding preference ratios (BPRs) were calculated using Index of Available Containers and the Index of Contribution to Breeding Sites. Out of 19,234 wet containers examined, larval stages were found in 1,043 habitats. Ae. albopictus larvae were in all three areas whereas Ae. aegypti larvae were restricted to urban areas. Highest number of wet containers and highest positivity were reported from urban followed by semiurban. In general, discarded nondegradable items were the most frequent and mostly positive breeding sites. For Ae. aegypti, the most preferred breeding sites were gutters and concrete slabs. Ae. albopictus mostly preferred concrete slabs in urban areas and tyres in semiurban and rural areas. Material types such as rubber and concrete were mostly preferred by Ae. aegypti whereas ceramic was preferred by Ae. albopictus. Although plastic was the most available material type in all study sites, preference to plastic was low except for urban Ae. albopictus. Both species preferred urban indoor breeding habitats although outdoor breeding was preferred by Ae. albopictus in rural areas. Larval densities of Ae. aegypti and semiurban Ae. albopictus significantly correlated with the BPR of the container type and material type. Dengue vector larvae were found in a 6.7-9.4 pH range. Total dissolved solids and alkalinity positively correlated with preference. Information generated can be successfully used in waste management and public education for effective vector control.
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Affiliation(s)
- J. M. Manel K. Herath
- Entomological Surveillance Unit, Office of Regional Director of Health Services, Kurunegala, Sri Lanka
- Postgraduate Institute of Science, University of Peradeniya, Peradeniya, Sri Lanka
| | | | - Thilini C. Weeraratne
- Department of Zoology, Faculty of Science, University of Peradeniya, Peradeniya, Sri Lanka
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Lamy K, Tran A, Portafaix T, Leroux MD, Baldet T. Impact of regional climate change on the mosquito vector Aedes albopictus in a tropical island environment: La Réunion. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 875:162484. [PMID: 36889019 DOI: 10.1016/j.scitotenv.2023.162484] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 02/22/2023] [Accepted: 02/22/2023] [Indexed: 06/18/2023]
Abstract
The recent expansion of Aedes albopictus across continents in both tropical and temperate regions and the exponential growth of dengue cases over the past 50 years represent a significant risk to human health. Although climate change is not the only factor responsible for the increase and spread of dengue cases worldwide, it might increase the risk of disease transmission at global and regional scale. Here we show that regional and local variations in climate can induce differential impacts on the abundance of Ae. albopictus. We use the instructive example of Réunion Island with its varied climatic and environmental conditions and benefiting from the availability of meteorological, climatic, entomological and epidemiological data. Temperature and precipitation data based on regional climate model simulations (3 km × 3 km) are used as inputs to a mosquito population model for three different climate emission scenarios. Our objective is to study the impact of climate change on the life cycle dynamics of Ae. albopictus in the 2070-2100 time horizon. Our results show the joint influence of temperature and precipitation on Ae. albopictus abundance as a function of elevation and geographical subregion. At low-elevations areas, decreasing precipitation is expected to have a negative impact on environmental carrying capacity and, consequently, on Ae. albopictus abundance. At mid- and high-elevations, decreasing precipitation is expected to be counterbalanced by a significant warming, leading to faster development rates at all life stages, and consequently increasing the abundance of this important dengue vector in 2070-2100.
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Affiliation(s)
- K Lamy
- LACy, Laboratoire de l'Atmosphère et des Cyclones (UMR 8105 CNRS, Université de La Réunion, Météo-France), Saint-Denis de La Réunion, France.
| | - A Tran
- CIRAD, UMR TETIS, Sainte-Clotilde, La Réunion, France
| | - T Portafaix
- LACy, Laboratoire de l'Atmosphère et des Cyclones (UMR 8105 CNRS, Université de La Réunion, Météo-France), Saint-Denis de La Réunion, France
| | - M D Leroux
- Météo-France, Direction Interrégionale pour l'Océan Indien, Saint-Denis de La Réunion, France
| | - T Baldet
- ASTRE, Univ. Montpellier, Cirad, INRA, Sainte-Clotilde, La Réunion, France
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Huzortey AA, Kudom AA, Mensah BA, Sefa-Ntiri B, Anderson B, Akyea A. Water quality assessment in mosquito breeding habitats based on dissolved organic matter and chlorophyll measurements by laser-induced fluorescence spectroscopy. PLoS One 2022; 17:e0252248. [PMID: 35895685 PMCID: PMC9328511 DOI: 10.1371/journal.pone.0252248] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Accepted: 07/11/2022] [Indexed: 11/19/2022] Open
Abstract
Rapid urbanization and its associated pollution can affect water quality in mosquito breeding habitats and, as a result, the ecology and control of mosquito vectors. To understand the effects of pollution on mosquito vectors, an accurate assessment of water quality in breeding habitats is needed. Presently, water quality assessment of mosquito breeding habitats is usually based on the measurement of individual physicochemical parameters. However, several parameters are sometimes difficult to interpret or may not give a clear picture of the overall water quality of the breeding habitats, especially when the pollutants are in complex mixtures. This study employed the use of Laser-Induced Fluorescence (LIF) spectroscopy to assess water quality in breeding habitats of Anopheles, Aedes, and Culex mosquitoes in urban areas in Cape Coast, Ghana. The LIF spectra, using a 445-nm diode laser, were measured from field-collected water samples in the laboratory. The LIF spectra showed the presence of dissolved organic matter (DOM) and chlorophyll in the breeding habitats. The DOM and chlorophyll fluorescence signals were normalised by the Raman vibrational signals to determine water quality in each habitat. The overall water quality was better in Aedes breeding habitats than in Anopheles and Culex breeding habitats. The poor water quality in Anopheles and Culex breeding habitats was due to the presence of high fulvic acid and chlorophyll content, which often reflect pollutants from anthropogenic sources. Anopheles and Aedes habitats were made up of mainly An. coluzzii and Ae. aegypti respectively while Culex species were identified to genus level. The results add up to the growing concern about the breeding of Anopheles in polluted habitats. The study demonstrated for the first time the ability of LIF spectroscopy to assess water quality in mosquito breeding habitats.
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Affiliation(s)
- Andrew A. Huzortey
- Laser and Fibre Optics Centre, Department of Physics, University of Cape Coast, Cape Coast, Ghana
| | - Andreas A. Kudom
- Department of Conservation Biology and Entomology, University of Cape Coast, Cape Coast, Ghana
- * E-mail:
| | - Ben A. Mensah
- Department of Conservation Biology and Entomology, University of Cape Coast, Cape Coast, Ghana
| | - Baah Sefa-Ntiri
- Laser and Fibre Optics Centre, Department of Physics, University of Cape Coast, Cape Coast, Ghana
| | - Benjamin Anderson
- Laser and Fibre Optics Centre, Department of Physics, University of Cape Coast, Cape Coast, Ghana
| | - Angela Akyea
- Laser and Fibre Optics Centre, Department of Physics, University of Cape Coast, Cape Coast, Ghana
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8
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Hopkins HK, Traverse EM, Barr KL. Chikungunya Encephalitis: an Inconsistently Reported Headache and Cause of Death in Patients with Pre-Existing Conditions. CURRENT TROPICAL MEDICINE REPORTS 2022. [DOI: 10.1007/s40475-022-00258-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
AbstractChikungunya virus (CHIKV) is an alphavirus of the family Togaviridae with outbreaks occurring across Africa, Asia, parts of Europe, and South and Central America. There are three main lineages of CHIKV, including the West African lineage, the East Central South African (ECSA) lineage, and the Asian lineage. While CHIKV infection usually results in a self-limited febrile illness, there have been reports of concerning neurological manifestations, including encephalitis. Herein we discuss findings of over 700 cases of CHIKV encephalitis and risk factors for death. Additionally, we examined the genotypes of CHIKV associated with encephalitis and found that both the Asian and ECSA lineages were responsible for encephalitis but not the West African lineage. Protein analysis of consensus sequences of CHIKV strains associated with encephalitis identified mutations in the nsP1, nsP2, and nsP3 proteins. Reports and manuscripts of CHIKV encephalitis were inconsistent in reporting viral, demographic, and clinical features which complicated the delineation of risk factors associated with the disease and viral evolution. As climate change contributes to the range expansion of natural vectors, it is important for researchers and clinicians to consistently report patient and viral data to facilitate research and countermeasures for the ecology and epidemiology of CHIKV due to the lack of a targeted treatment or vaccine.
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Wang T, Fan ZW, Ji Y, Chen JJ, Zhao GP, Zhang WH, Zhang HY, Jiang BG, Xu Q, Lv CL, Zhang XA, Li H, Yang Y, Fang LQ, Liu W. Mapping the Distributions of Mosquitoes and Mosquito-Borne Arboviruses in China. Viruses 2022; 14:v14040691. [PMID: 35458421 PMCID: PMC9031751 DOI: 10.3390/v14040691] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 03/11/2022] [Accepted: 03/24/2022] [Indexed: 12/20/2022] Open
Abstract
The geographic expansion of mosquitos is associated with a rising frequency of outbreaks of mosquito-borne diseases (MBD) worldwide. We collected occurrence locations and times of mosquito species, mosquito-borne arboviruses, and MBDs in the mainland of China in 1954−2020. We mapped the spatial distributions of mosquitoes and arboviruses at the county level, and we used machine learning algorithms to assess contributions of ecoclimatic, socioenvironmental, and biological factors to the spatial distributions of 26 predominant mosquito species and two MBDs associated with high disease burden. Altogether, 339 mosquito species and 35 arboviruses were mapped at the county level. Culex tritaeniorhynchus is found to harbor the highest variety of arboviruses (19 species), followed by Anopheles sinensis (11) and Culex pipiens quinquefasciatus (9). Temperature seasonality, annual precipitation, and mammalian richness were the three most important contributors to the spatial distributions of most of the 26 predominant mosquito species. The model-predicted suitable habitats are 60–664% larger in size than what have been observed, indicating the possibility of severe under-detection. The spatial distribution of major mosquito species in China is likely to be under-estimated by current field observations. More active surveillance is needed to investigate the mosquito species in specific areas where investigation is missing but model-predicted probability is high.
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Affiliation(s)
- Tao Wang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
| | - Zheng-Wei Fan
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
| | - Yang Ji
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
| | - Jin-Jin Chen
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
| | - Guo-Ping Zhao
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
| | - Wen-Hui Zhang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
| | - Hai-Yang Zhang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
| | - Bao-Gui Jiang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
| | - Qiang Xu
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
| | - Chen-Long Lv
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
| | - Xiao-Ai Zhang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
| | - Hao Li
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
- Correspondence: (H.L.); (Y.Y.); (L.-Q.F.); (W.L.)
| | - Yang Yang
- College of Public Health and Health Professions and Emerging Pathogens Institute, University of Florida, Gainesville, FL 32611, USA
- Correspondence: (H.L.); (Y.Y.); (L.-Q.F.); (W.L.)
| | - Li-Qun Fang
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
- Correspondence: (H.L.); (Y.Y.); (L.-Q.F.); (W.L.)
| | - Wei Liu
- State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, Beijing 100071, China; (T.W.); (Z.-W.F.); (Y.J.); (J.-J.C.); (G.-P.Z.); (W.-H.Z.); (H.-Y.Z.); (B.-G.J.); (Q.X.); (C.-L.L.); (X.-A.Z.)
- Correspondence: (H.L.); (Y.Y.); (L.-Q.F.); (W.L.)
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10
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Voinson M, Nunn CL, Goldberg A. Primate malarias as a model for cross-species parasite transmission. eLife 2022; 11:e69628. [PMID: 35086643 PMCID: PMC8798051 DOI: 10.7554/elife.69628] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Accepted: 01/14/2022] [Indexed: 12/16/2022] Open
Abstract
Parasites regularly switch into new host species, representing a disease burden and conservation risk to the hosts. The distribution of these parasites also gives insight into characteristics of ecological networks and genetic mechanisms of host-parasite interactions. Some parasites are shared across many species, whereas others tend to be restricted to hosts from a single species. Understanding the mechanisms producing this distribution of host specificity can enable more effective interventions and potentially identify genetic targets for vaccines or therapies. As ecological connections between human and local animal populations increase, the risk to human and wildlife health from novel parasites also increases. Which of these parasites will fizzle out and which have the potential to become widespread in humans? We consider the case of primate malarias, caused by Plasmodium parasites, to investigate the interacting ecological and evolutionary mechanisms that put human and nonhuman primates at risk for infection. Plasmodium host switching from nonhuman primates to humans led to ancient introductions of the most common malaria-causing agents in humans today, and new parasite switching is a growing threat, especially in Asia and South America. Based on a wild host-Plasmodium occurrence database, we highlight geographic areas of concern and potential areas to target further sampling. We also discuss methodological developments that will facilitate clinical and field-based interventions to improve human and wildlife health based on this eco-evolutionary perspective.
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Affiliation(s)
- Marina Voinson
- Department of Evolutionary Anthropology, Duke UniversityDurhamUnited States
| | - Charles L Nunn
- Department of Evolutionary Anthropology, Duke UniversityDurhamUnited States
- Duke Global Health, Duke UniversityDurhamUnited States
| | - Amy Goldberg
- Department of Evolutionary Anthropology, Duke UniversityDurhamUnited States
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11
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Abstract
It is unclear whether West Nile virus (WNV) circulates endemically in Portugal. Despite the country’s adequate climate for transmission, Portugal has only reported four human WNV infections so far. We performed a review of WNV-related data (1966–2020), explored mosquito (2016–2019) and land type distributions (1992–2019), and used climate data (1981–2019) to estimate WNV transmission suitability in Portugal. Serological and molecular evidence of WNV circulation from animals and vectors was largely restricted to the south. Land type and climate-driven transmission suitability distributions, but not the distribution of WNV-capable vectors, were compatible with the North-South divide present in serological and molecular evidence of WNV circulation. Our study offers a comprehensive, data-informed perspective and review on the past epidemiology, surveillance and climate-driven transmission suitability of WNV in Portugal, highlighting the south as a subregion of importance. Given the recent WNV outbreaks across Europe, our results support a timely change towards local, active surveillance. Lourenço et al. review historical data and quantify the transmission potential of West Nile virus in Portugal. They report a North-South divide in infection patterns, a higher ecological capacity in the south, and an increasing positive effect of climate change over the last 40 years.
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12
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Benelli G, Wilke ABB, Bloomquist JR, Desneux N, Beier JC. Overexposing mosquitoes to insecticides under global warming: A public health concern? THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 762:143069. [PMID: 33127158 DOI: 10.1016/j.scitotenv.2020.143069] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 10/12/2020] [Accepted: 10/12/2020] [Indexed: 05/26/2023]
Abstract
The combined effect of global warming and insecticide exposure on the spread of mosquito-borne diseases is poorly studied. In our opinion, more resources should be diverted to this topic to further research efforts and deal with this increasing threat. It is particularly important to determine how Aedes, Anopheles, and Culex vector species cope with insecticide exposure under warming temperatures, as well as how both stressors may impact the activity of mosquito biocontrol agents. Herein, we promote a discussion on the topic, fostering a research agenda with insights for the longer-term implementation of mosquito control strategies under the Integrated Vector Management framework.
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Affiliation(s)
- Giovanni Benelli
- Department of Agriculture, Food and Environment, University of Pisa, via del Borghetto 80, 56124 Pisa, Italy.
| | - André B B Wilke
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Jeffrey R Bloomquist
- Neurotoxicology Laboratory, Department of Entomology and Nematology, Emerging Pathogens Institute, University of Florida, Gainesville, FL 32610, USA
| | - Nicolas Desneux
- University Côte d'Azur, INRAE, CNRS, UMR ISA, 06000 Nice, France
| | - John C Beier
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
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13
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The Urban–Rural Heterogeneity of Air Pollution in 35 Metropolitan Regions across China. REMOTE SENSING 2020. [DOI: 10.3390/rs12142320] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Urbanization and air pollution are major anthropogenic impacts on Earth’s environment, weather, and climate. Each has been studied extensively, but their interactions have not. Urbanization leads to a dramatic variation in the spatial distribution of air pollution (fine particles) by altering surface properties and boundary-layer micrometeorology, but it remains unclear, especially between the centers and suburbs of metropolitan regions. Here, we investigated the spatial variation, or inhomogeneity, of air quality in urban and rural areas of 35 major metropolitan regions across China using four different long-term observational datasets from both ground-based and space-borne observations during the period 2001–2015. In general, air pollution in summer in urban areas is more serious than in rural areas. However, it is more homogeneously polluted, and also more severely polluted in winter than that in summer. Four factors are found to play roles in the spatial inhomogeneity of air pollution between urban and rural areas and their seasonal differences: (1) the urban–rural difference in emissions in summer is slightly larger than in winter; (2) urban structures have a more obvious association with the spatial distribution of aerosols in summer; (3) the wind speed, topography, and different reductions in the planetary boundary layer height from clean to polluted conditions have different effects on the density of pollutants in different seasons; and (4) relative humidity can play an important role in affecting the spatial inhomogeneity of air pollution despite the large uncertainties.
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