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1.
PLoS One ; 19(10): e0308560, 2024.
Article in English | MEDLINE | ID: mdl-39374224

ABSTRACT

The Atlantic Forest Biome (AFB) creates an ideal environment for the proliferation of vector mosquitoes, such as Haemagogus and Sabethes species, which transmit the Yellow Fever virus (YFV) to both human and non-human primates (NHP) (particularly Alouatta sp. and Callithrix sp.). From 2016 to 2020, 748 fatal cases of YF in humans and 1,763 in NHPs were reported in this biome, following several years free from the disease. This underscores the imminent risk posed by the YFV. In this study, we examined the spatiotemporal distribution patterns of YF cases in both NHPs and humans across the entire AFB during the outbreak period, using a generalized linear mixed regression model (GLMM) at the municipal level. Our analysis examined factors associated with the spread of YFV, including environmental characteristics, climate conditions, human vaccination coverage, and the presence of two additional YFV-affected NHP species. The occurrence of epizootics has been directly associated with natural forest formations and the presence of species within the Callithrix genus. Additionally, epizootics have been shown to be directly associated with human prevalence. Furthermore, human prevalence showed an inverse correlation with urban areas, temporary croplands, and savannah and grassland areas. Further analyses using Moran's Index to incorporate the neighborhoods of municipalities with cases in each studied host revealed additional variables, such as altitude, which showed a positive correlation. Additionally, the occurrence of the disease in both hosts exhibited a spatio-temporal distribution pattern. To effectively mitigate the spread of the virus, it is necessary to proactively expand vaccination coverage, refine NHP surveillance strategies, and enhance entomological surveillance in both natural and modified environments.


Subject(s)
Forests , Mosquito Vectors , Yellow Fever , Yellow fever virus , Yellow Fever/epidemiology , Yellow Fever/transmission , Animals , Humans , Brazil/epidemiology , Mosquito Vectors/virology , Climate , Disease Outbreaks , Ecosystem
2.
Parasit Vectors ; 17(1): 329, 2024 Aug 02.
Article in English | MEDLINE | ID: mdl-39095920

ABSTRACT

BACKGROUND: Identifying mosquito vectors is crucial for controlling diseases. Automated identification studies using the convolutional neural network (CNN) have been conducted for some urban mosquito vectors but not yet for sylvatic mosquito vectors that transmit the yellow fever. We evaluated the ability of the AlexNet CNN to identify four mosquito species: Aedes serratus, Aedes scapularis, Haemagogus leucocelaenus and Sabethes albiprivus and whether there is variation in AlexNet's ability to classify mosquitoes based on pictures of four different body regions. METHODS: The specimens were photographed using a cell phone connected to a stereoscope. Photographs were taken of the full-body, pronotum and lateral view of the thorax, which were pre-processed to train the AlexNet algorithm. The evaluation was based on the confusion matrix, the accuracy (ten pseudo-replicates) and the confidence interval for each experiment. RESULTS: Our study found that the AlexNet can accurately identify mosquito pictures of the genus Aedes, Sabethes and Haemagogus with over 90% accuracy. Furthermore, the algorithm performance did not change according to the body regions submitted. It is worth noting that the state of preservation of the mosquitoes, which were often damaged, may have affected the network's ability to differentiate between these species and thus accuracy rates could have been even higher. CONCLUSIONS: Our results support the idea of applying CNNs for artificial intelligence (AI)-driven identification of mosquito vectors of tropical diseases. This approach can potentially be used in the surveillance of yellow fever vectors by health services and the population as well.


Subject(s)
Aedes , Mosquito Vectors , Neural Networks, Computer , Yellow Fever , Animals , Mosquito Vectors/classification , Yellow Fever/transmission , Aedes/classification , Aedes/physiology , Algorithms , Image Processing, Computer-Assisted/methods , Culicidae/classification , Artificial Intelligence
3.
Pathog Glob Health ; 118(5): 397-407, 2024 07.
Article in English | MEDLINE | ID: mdl-38972071

ABSTRACT

Climate change may increase the risk of dengue and yellow fever transmission by urban and sylvatic mosquito vectors. Previous research primarily focused on Aedes aegypti and Aedes albopictus. However, dengue and yellow fever have a complex transmission cycle involving sylvatic vectors. Our aim was to analyze how the distribution of areas favorable to both urban and sylvatic vectors could be modified as a consequence of climate change. We projected, to future scenarios, baseline distribution models already published for these vectors based on the favorability function, and mapped the areas where mosquitoes' favorability could increase, decrease or remain stable in the near (2041-2060) and distant (2061-2080) future. Favorable areas for the presence of dengue and yellow fever vectors show little differences in the future compared to the baseline models, with changes being perceptible only at regional scales. The model projections predict dengue vectors expanding in West and Central Africa and in South-East Asia, reaching Borneo. Yellow fever vectors could spread in West and Central Africa and in the Amazon. In some locations of Europe, the models suggest a reestablishment of Ae. aegypti, while Ae. albopictus will continue to find new favorable areas. The results underline the need to focus more on vectors Ae. vittatus, Ae. luteocephalus and Ae. africanus in West and Central sub-Saharan Africa, especially Cameroon, Central Africa Republic, and northern Democratic Republic of Congo; and underscore the importance of enhancing entomological monitoring in areas where populations of often overlooked vectors may thrive as a result of climate changes.


Subject(s)
Aedes , Climate Change , Dengue , Mosquito Vectors , Yellow Fever , Yellow Fever/transmission , Yellow Fever/epidemiology , Animals , Dengue/transmission , Dengue/epidemiology , Aedes/virology , Aedes/physiology , Humans , Mosquito Vectors/virology , Mosquito Vectors/physiology
4.
BMC Infect Dis ; 24(1): 731, 2024 Jul 25.
Article in English | MEDLINE | ID: mdl-39054464

ABSTRACT

BACKGROUND: In late 2021, Ghana was hit by a Yellow Fever outbreak that started in two districts in the Savannah region and spread to several other Districts in three regions. Yellow fever is endemic in Ghana. However, there is currently no structured vector control programme for Aedes the arboviral vector in Ghana. Knowledge of Aedes bionomics and insecticide susceptibility status is important to control the vectors. This study therefore sought to determine Aedes vector bionomics and their insecticide resistance status during a yellow fever outbreak. METHODS: The study was performed in two yellow fever outbreak sites (Wenchi, Larabanga) and two non-outbreak sites (Kpalsogu, Pagaza) in Ghana. Immature Aedes mosquitoes were sampled from water-holding containers in and around human habitations. The risk of disease transmission was determined in each site using stegomyia indices. Adult Aedes mosquitoes were sampled using Biogents Sentinel (BG) traps, Human Landing Catch (HLC), and Prokopack (PPK) aspirators. Phenotypic resistance to permethrin, deltamethrin and pirimiphos-methyl was determined with WHO susceptibility tests using Aedes mosquitoes collected as larvae and reared into adults. Knockdown resistance (kdr) mutations were detected using allele-specific multiplex PCR. RESULTS: Among the 2,664 immature Aedes sampled, more than 60% were found in car tyres. Larabanga, an outbreak site, was classified as a high-risk zone for the Yellow Fever outbreak (BI: 84%, CI: 26.4%). Out of 1,507 adult Aedes mosquitoes collected, Aedes aegypti was the predominant vector species (92%). A significantly high abundance of Aedes mosquitoes was observed during the dry season (61.2%) and outdoors (60.6%) (P < 0.001). Moderate to high resistance to deltamethrin was observed in all sites (33.75% to 70%). Moderate resistance to pirimiphos-methyl (65%) was observed in Kpalsogu. Aedes mosquitoes from Larabanga were susceptible (98%) to permethrin. The F1534C kdr, V1016I kdr and V410 kdr alleles were present in all the sites with frequencies between (0.05-0.92). The outbreak sites had significantly higher allele frequencies of F1534C and V1016I respectively compared to non-outbreak sites (P < 0.001). CONCLUSION: This study indicates that Aedes mosquitoes in Ghana pose a significant risk to public health. Hence there is a need to continue monitoring these vectors to develop an effective control strategy.


Subject(s)
Aedes , Disease Outbreaks , Insecticide Resistance , Insecticides , Mosquito Vectors , Yellow Fever , Animals , Aedes/virology , Aedes/drug effects , Aedes/genetics , Ghana/epidemiology , Insecticide Resistance/genetics , Yellow Fever/transmission , Yellow Fever/epidemiology , Mosquito Vectors/virology , Mosquito Vectors/genetics , Mosquito Vectors/drug effects , Humans , Insecticides/pharmacology , Female , Yellow fever virus/genetics , Yellow fever virus/drug effects
5.
Cell Rep ; 43(7): 114354, 2024 Jul 23.
Article in English | MEDLINE | ID: mdl-38906147

ABSTRACT

Female mosquitoes engage in blood feeding from their hosts to facilitate egg maturation but cease feeding once a sufficient blood meal has been acquired. Abdominal distention has been proposed as a contributing factor; however, it has also been suggested that there are chemical controls. In this study, we focus on negative chemical regulators of blood feeding, particularly those present in the host blood. Serum derived from animal blood inhibits the feeding of ATP, a phagostimulant of blood feeding in Aedes aegypti. Fibrinopeptide A (FPA), a 16-amino acid peptide cleaved from fibrinogen during blood coagulation, serves as an inhibitory factor in the serum. Our findings suggest that blood-feeding arrest in female mosquitoes is triggered by the detection of FPA in the host blood, which increases as blood coagulation proceeds in the mosquito's midgut, highlighting the role of host-derived substances as negative regulators of mosquito behavior.


Subject(s)
Aedes , Animals , Aedes/physiology , Female , Feeding Behavior , Yellow Fever/transmission , Mosquito Vectors
6.
PLoS Negl Trop Dis ; 18(6): e0012264, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38900788

ABSTRACT

Despite continued outbreaks of yellow fever virus (YFV) in endemic regions, data on its environmental stability or guidelines for its effective inactivation is limited. Here, we evaluated the susceptibility of the YFV 17D vaccine strain to inactivation by ethanol, 2-propanol, World Health Organization (WHO)-recommended hand rub formulations I and II, as well as surface disinfectants. In addition, two pathogenic strains were tested to compare inactivation kinetics by WHO-recommended hand rub formulations I and II. Furthermore, environmental stability of the vaccine strain was assessed. YFV 17D particles displayed infectivity half-life decay profiles of ~13 days at room temperature. Despite this extended environmental stability, YFV was efficiently inactivated by alcohols, WHO-recommended hand formulations, and four out of five tested surface disinfectants. These results are useful in defining disinfection protocols to prevent non-vector borne YFV transmission.


Subject(s)
Disinfectants , Virus Inactivation , World Health Organization , Yellow fever virus , Yellow fever virus/drug effects , Disinfectants/pharmacology , Virus Inactivation/drug effects , Humans , Yellow Fever/prevention & control , Yellow Fever/transmission , Yellow Fever/virology , Hand Disinfection/methods , Animals , Chlorocebus aethiops
7.
Pan Afr Med J ; 47: 120, 2024.
Article in English | MEDLINE | ID: mdl-38828420

ABSTRACT

Introduction: Aedes albopictus, like Aedes aegypti, is a virulent vector of arboviruses especially the well-documented spread of yellow fever around the world. Although yellow fever is prevalent in Nigeria, there is a paucity of information in the Niger Delta region on the distribution of Aedes mosquito vectors and molecular detection of the virus in infected mosquitoes. This study sampled Aedes mosquitoes around houses associated with farms from four communities (Otolokpo, Ute-Okpu, Umunede, and Ute Alohen) in Ika North-East Local Government Area of Delta State, Nigeria. Methods: various sampling methods were used in Aedes mosquito collection to test their efficacy in the survey. Mosquitoes in holding cages were killed by freezing and morphologically identified. A pool of 15 mosquitoes per Eppendorf tube was preserved in RNAi later for yellow fever virus screening. Two samples were molecularly screened for each location. Results: seven hundred and twenty-five (725) mosquitoes were obtained from the various traps. The mean abundance of the mosquitoes was highest in m-HLC (42.9) compared to the mosquitoes sampled using other techniques (p<0.0001). The mean abundance of mosquitoes was lowest in Center for Disease Control (CDC) light traps without attractant (0.29). No yellow fever virus strain was detected in all the mosquitoes sampled at the four locations. Conclusion: this study suggests that Aedes albopictus are the mosquitoes commonly biting around houses associated with farms. More so, yellow fever virus was not detected in the mosquitoes probably due to the mass vaccination exercise that was carried out the previous year in the study area. More studies are required using the m-HLC to determine the infection rate in this endemic area.


Subject(s)
Aedes , Mosquito Vectors , Yellow Fever , Yellow fever virus , Animals , Aedes/virology , Nigeria , Yellow fever virus/isolation & purification , Mosquito Vectors/virology , Yellow Fever/transmission , Yellow Fever/epidemiology , Yellow Fever/virology , Humans
8.
Article in English | MEDLINE | ID: mdl-38791823

ABSTRACT

In the Americas, wild yellow fever (WYF) is an infectious disease that is highly lethal for some non-human primate species and non-vaccinated people. Specifically, in the Brazilian Atlantic Forest, Haemagogus leucocelaenus and Haemagogus janthinomys mosquitoes act as the major vectors. Despite transmission risk being related to vector densities, little is known about how landscape structure affects vector abundance and movement. To fill these gaps, we used vector abundance data and a model-selection approach to assess how landscape structure affects vector abundance, aiming to identify connecting elements for virus dispersion in the state of São Paulo, Brazil. Our findings show that Hg. leucocelaenus and Hg. janthinomys abundances, in highly degraded and fragmented landscapes, are mainly affected by increases in forest cover at scales of 2.0 and 2.5 km, respectively. Fragmented landscapes provide ecological corridors for vector dispersion, which, along with high vector abundance, promotes the creation of risk areas for WYF virus spread, especially along the border with Minas Gerais state, the upper edges of the Serra do Mar, in the Serra da Cantareira, and in areas of the metropolitan regions of São Paulo and Campinas.


Subject(s)
Mosquito Vectors , Yellow Fever , Brazil , Animals , Yellow Fever/transmission , Mosquito Vectors/virology , Ecosystem , Tropical Climate , Yellow fever virus , Population Density , Culicidae/virology , Culicidae/physiology
9.
PLoS One ; 19(5): e0302496, 2024.
Article in English | MEDLINE | ID: mdl-38709760

ABSTRACT

Adult mosquitoes require regular sugar meals, including nectar, to survive in natural habitats. Both males and females locate potential sugar sources using sensory proteins called odorant receptors (ORs) activated by plant volatiles to orient toward flowers or honeydew. The yellow fever mosquito, Aedes aegypti (Linnaeus, 1762), possesses a large gene family of ORs, many of which are likely to detect floral odors. In this study, we have uncovered ligand-receptor pairings for a suite of Aedes aegypti ORs using a panel of environmentally relevant, plant-derived volatile chemicals and a heterologous expression system. Our results support the hypothesis that these odors mediate sensory responses to floral odors in the mosquito's central nervous system, thereby influencing appetitive or aversive behaviors. Further, these ORs are well conserved in other mosquitoes, suggesting they function similarly in diverse species. This information can be used to assess mosquito foraging behavior and develop novel control strategies, especially those that incorporate mosquito bait-and-kill technologies.


Subject(s)
Aedes , Flowers , Receptors, Odorant , Volatile Organic Compounds , Animals , Aedes/physiology , Aedes/metabolism , Receptors, Odorant/metabolism , Receptors, Odorant/genetics , Volatile Organic Compounds/metabolism , Volatile Organic Compounds/analysis , Female , Male , Yellow Fever/transmission , Odorants/analysis , Plants/metabolism , Plants/chemistry
10.
J Am Mosq Control Assoc ; 40(2): 112-116, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38697617

ABSTRACT

Among all living beings, mosquitoes account for the highest number of human fatalities. Our study aimed to determine mosquito egg abundance fluctuation from 2015 to 2020, in order to observe which years had the highest mosquito vector densities and whether they coincided with yellow fever virus outbreaks in both human and nonhuman primates. The study area included Atlantic Forest fragments in the state of Rio de Janeiro. Studies from the Diptera Laboratory at FIOCRUZ were selected and compared along a timeline period of the field collections. The highest peak in egg abundance from the analyzed studies was observed from 2016 to 2017 and from 2015 to 2016. The lowest egg abundance was during the collection periods from 2018 to 2019 and 2019 to 2020. The species with the highest abundance throughout all the periods of the studies analyzed was Haemagogus leucocelaenus, representing 87% of all epidemiological species identified. The species with the lowest abundance was Hg. Janthinomys, representing only 1%. Monitoring the population of mosquitoes is imperative for disease surveillance, as the rise in specimens of various vector species directly impacts the occurrence of yellow fever cases in both nonhuman primates and human populations.


Subject(s)
Culicidae , Disease Outbreaks , Forests , Mosquito Vectors , Yellow Fever , Animals , Brazil/epidemiology , Yellow Fever/epidemiology , Yellow Fever/transmission , Mosquito Vectors/physiology , Culicidae/physiology , Humans , Population Density , Population Dynamics , Yellow fever virus
11.
Science ; 379(6639): 1281-1282, 2023 03 31.
Article in English | MEDLINE | ID: mdl-36996228
12.
PLoS Negl Trop Dis ; 16(2): e0010133, 2022 02.
Article in English | MEDLINE | ID: mdl-35130278

ABSTRACT

BACKGROUND: The 2017-2018 yellow fever virus (YFV) outbreak in southeastern Brazil marked a reemergence of YFV in urban states that had been YFV-free for nearly a century. Unlike earlier urban YFV transmission, this epidemic was driven by forest mosquitoes. The objective of this study was to evaluate environmental drivers of this outbreak. METHODOLOGY/PRINCIPAL FINDINGS: Using surveillance data from the Brazilian Ministry of Health on human and non-human primate (NHP) cases of YFV, we traced the spatiotemporal progression of the outbreak. We then assessed the epidemic timing in relation to drought using a monthly Standardized Precipitation Evapotranspiration Index (SPEI) and evaluated demographic risk factors for rural or outdoor exposure amongst YFV cases. Finally, we developed a mechanistic framework to map the relationship between drought and YFV. Both human and NHP cases were first identified in a hot, dry, rural area in northern Minas Gerais before spreading southeast into the more cool, wet urban states. Outbreaks coincided with drought in all four southeastern states of Brazil and an extreme drought in Minas Gerais. Confirmed YFV cases had an increased odds of being male (OR 2.6; 95% CI 2.2-3.0), working age (OR: 1.8; 95% CI: 1.5-2.1), and reporting any recent travel (OR: 2.8; 95% CI: 2.3-3.3). Based on this data as well as mosquito and non-human primate biology, we created the "Mono-DrY" mechanistic framework showing how an unusual drought in this region could have amplified YFV transmission at the rural-urban interface and sparked the spread of this epidemic. CONCLUSIONS/SIGNIFICANCE: The 2017-2018 YFV epidemic in Brazil originated in hot, dry rural areas of Minas Gerais before expanding south into urban centers. An unusually severe drought in this region may have created environmental pressures that sparked the reemergence of YFV in Brazil's southeastern cities.


Subject(s)
Droughts , Mosquito Vectors , Yellow Fever/epidemiology , Yellow Fever/transmission , Animals , Brazil/epidemiology , Disease Outbreaks , Female , Humans , Male , Occupations , Primate Diseases/epidemiology , Primate Diseases/virology , Primates , Urban Population , Yellow Fever/veterinary , Yellow fever virus
13.
PLoS Negl Trop Dis ; 16(1): e0010171, 2022 Jan.
Article in English | MEDLINE | ID: mdl-35073317

ABSTRACT

Aedes simpsoni complex has a wide distribution in Africa and comprises at least three described sub-species including the yellow fever virus (YFV) vector Ae. bromeliae. To date, the distribution and relative contributions of the sub-species and/or subpopulations including bionomic characteristics in relation to YF transmission dynamics remain poorly studied. In this study conducted in two areas with divergent ecosystems: peri-urban (coastal Rabai) and rural (Rift Valley Kerio Valley) in Kenya, survival rate was estimated by parity in Ae. simpsoni s.l. mosquitoes sampled using CO2-baited BG Sentinel traps. We then applied PCR targeting the nuclear internal transcribed spacer 2 (ITS2), region followed by sequencing and phylogenetic analytics to identify the sibling species in the Ae. simpsoni complex among parous and blood fed cohorts. Our results show that Ae. bromeliae was the most dominant sub-species in both areas, exhibiting high survival rates, human blood-feeding, and potentially, high vectorial capacity for pathogen transmission. We document for the first time the presence of Ae. lilii in Kenya and potentially yet-to-be described species in the complex displaying human feeding tendencies. We also infer a wide host feeding range on rodents, reptile, and domestic livestock besides humans especially for Ae. bromeliae. This feeding trend could likely expose humans to various zoonotic pathogens. Taken together, we highlight the utility of genotype-based analyses to generate precision surveillance data of vector populations for enhanced disease risk prediction and to guide cost-effective interventions (e.g. YF vaccinations).


Subject(s)
Aedes/classification , Aedes/virology , Arbovirus Infections/transmission , Arboviruses/isolation & purification , Mosquito Vectors/virology , Yellow Fever/transmission , Aedes/physiology , Africa, Eastern/epidemiology , Animals , Arbovirus Infections/epidemiology , Arboviruses/classification , Ecosystem , Environment , Feeding Behavior , Female , Host Specificity , Yellow Fever/epidemiology , Yellow fever virus/classification , Yellow fever virus/isolation & purification
14.
Parasit Vectors ; 15(1): 23, 2022 Jan 10.
Article in English | MEDLINE | ID: mdl-35012637

ABSTRACT

BACKGROUND: Yellow fever virus (YFV) is an arbovirus that, despite the existence of a safe and effective vaccine, continues to cause outbreaks of varying dimensions in the Americas and Africa. Between 2017 and 2019, Brazil registered un unprecedented sylvatic YFV outbreak whose severity was the result of its spread into zones of the Atlantic Forest with no signals of viral circulation for nearly 80 years. METHODS: To investigate the influence of climatic, environmental, and ecological factors governing the dispersion and force of infection of YFV in a naïve area such as the landscape mosaic of Rio de Janeiro (RJ), we combined the analyses of a large set of data including entomological sampling performed before and during the 2017-2019 outbreak, with the geolocation of human and nonhuman primates (NHP) and mosquito infections. RESULTS: A greater abundance of Haemagogus mosquitoes combined with lower richness and diversity of mosquito fauna increased the probability of finding a YFV-infected mosquito. Furthermore, the analysis of functional traits showed that certain functional groups, composed mainly of Aedini mosquitoes which includes Aedes and Haemagogus mosquitoes, are also more representative in areas where infected mosquitoes were found. Human and NHP infections were more common in two types of landscapes: large and continuous forest, capable of harboring many YFV hosts, and patches of small forest fragments, where environmental imbalance can lead to a greater density of the primary vectors and high human exposure. In both, we show that most human infections (~ 62%) occurred within an 11-km radius of the finding of an infected NHP, which is in line with the flight range of the primary vectors. CONCLUSIONS: Together, our data suggest that entomological data and landscape composition analyses may help to predict areas permissive to yellow fever outbreaks, allowing protective measures to be taken to avoid human cases.


Subject(s)
Brazil , Culicidae , Disease Outbreaks , Mosquito Vectors , Yellow Fever/transmission , Aedes/growth & development , Aedes/virology , Animals , Biodiversity , Brazil/epidemiology , Climate , Culicidae/growth & development , Culicidae/virology , Forests , Humans , Mosquito Vectors/classification , Mosquito Vectors/growth & development , Mosquito Vectors/virology , Risk Factors , Yellow Fever/epidemiology
15.
PLoS Negl Trop Dis ; 16(1): e0010019, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34995277

ABSTRACT

BACKGROUND: Yellow fever (YF) is an arboviral disease which is endemic to Brazil due to a sylvatic transmission cycle maintained by infected mosquito vectors, non-human primate (NHP) hosts, and humans. Despite the existence of an effective vaccine, recent sporadic YF epidemics have underscored concerns about sylvatic vector surveillance, as very little is known about their spatial distribution. Here, we model and map the environmental suitability of YF's main vectors in Brazil, Haemagogus spp. and Sabethes spp., and use human population and NHP data to identify locations prone to transmission and spillover risk. METHODOLOGY/PRINCIPAL FINDINGS: We compiled a comprehensive set of occurrence records on Hg. janthinomys, Hg. leucocelaenus, and Sabethes spp. from 1991-2019 using primary and secondary data sources. Linking these data with selected environmental and land-cover variables, we adopted a stacked regression ensemble modelling approach (elastic-net regularized GLM, extreme gradient boosted regression trees, and random forest) to predict the environmental suitability of these species across Brazil at a 1 km x 1 km resolution. We show that while suitability for each species varies spatially, high suitability for all species was predicted in the Southeastern region where recent outbreaks have occurred. By integrating data on NHP host reservoirs and human populations, our risk maps further highlight municipalities within the region that are prone to transmission and spillover. CONCLUSIONS/SIGNIFICANCE: Our maps of sylvatic vector suitability can help elucidate potential locations of sylvatic reservoirs and be used as a tool to help mitigate risk of future YF outbreaks and assist in vector surveillance. Furthermore, at-risk regions identified from our work could help disease control and elucidate gaps in vaccination coverage and NHP host surveillance.


Subject(s)
Culicidae/virology , Mosquito Vectors/virology , Yellow Fever/transmission , Yellow fever virus/physiology , Animals , Brazil/epidemiology , Host-Pathogen Interactions , Species Specificity , Yellow Fever/epidemiology , Yellow Fever/virology
16.
PLoS One ; 16(12): e0261283, 2021.
Article in English | MEDLINE | ID: mdl-34898653

ABSTRACT

The present study aims to analyze the effectiveness of ovitraps in the capture of Hg leucocelaenus eggs and evaluate the influence of the dry and rainy seasons on their abundance and hatching rates. The eggs were collected in the Atlantic Forest of State of Rio de Janeiro, Brazil, an area in which the yellow fever virus is known to circulate. We distributed 15 ovitraps in three sampling points, with five ovitraps per point. We distributed 15 ovitraps in three sampling points on trees within a forested area, which were sequentially numbered, monitored, and replaced every two weeks from October 2016 to April 2018. There was a high dominance of Hg. leucocelaenus eggs (98.4%) and a variation in egg hatching rates between the wet and dry seasons. These rates were 1.5 times higher in the rainy season than in the dry season. The rainy season also showed a greater abundance of eggs and higher values of ovitrap positivity and egg density indexes in the installed ovitraps. The abundances of Hg. leucocelaenus eggs were positively correlated with mean monthly temperature and air humidity but not significantly correlated with accumulated precipitation. These results, as well as their implications for the possible use of ovitraps to monitor vector mosquitoes of yellow fever in the study region, are discussed.


Subject(s)
Culicidae/metabolism , Oviposition/physiology , Animals , Brazil , Culicidae/physiology , Culicidae/virology , Droughts , Forests , Insect Vectors , Mosquito Vectors , Population Density , Rain , Seasons , Temperature , Trees , Yellow Fever/epidemiology , Yellow Fever/transmission , Yellow fever virus/pathogenicity
17.
PLoS Comput Biol ; 17(10): e1009460, 2021 10.
Article in English | MEDLINE | ID: mdl-34710086

ABSTRACT

Fifth generation networks (5G) will be associated with a partial shift to higher carrier frequencies, including wavelengths comparable in size to insects. This may lead to higher absorption of radio frequency (RF) electromagnetic fields (EMF) by insects and could cause dielectric heating. The yellow fever mosquito (Aedes aegypti), a vector for diseases such as yellow and dengue fever, favors warm climates. Being exposed to higher frequency RF EMFs causing possible dielectric heating, could have an influence on behavior, physiology and morphology, and could be a possible factor for introduction of the species in regions where the yellow fever mosquito normally does not appear. In this study, the influence of far field RF exposure on A. aegypti was examined between 2 and 240 GHz. Using Finite Difference Time Domain (FDTD) simulations, the distribution of the electric field in and around the insect and the absorbed RF power were found for six different mosquito models (three male, three female). The 3D models were created from micro-CT scans of real mosquitoes. The dielectric properties used in the simulation were measured from a mixture of homogenized A. aegypti. For a given incident RF power, the absorption increases with increasing frequency between 2 and 90 GHz with a maximum between 90 and 240 GHz. The absorption was maximal in the region where the wavelength matches the size of the mosquito. For a same incident field strength, the power absorption by the mosquito is 16 times higher at 60 GHz than at 6 GHz. The higher absorption of RF power by future technologies can result in dielectric heating and potentially influence the biology of this mosquito.


Subject(s)
Aedes , Mosquito Vectors , Radio Waves , Aedes/physiology , Aedes/radiation effects , Animals , Female , Hot Temperature , Male , Mosquito Vectors/physiology , Mosquito Vectors/radiation effects , Yellow Fever/transmission
18.
Viruses ; 13(10)2021 10 01.
Article in English | MEDLINE | ID: mdl-34696408

ABSTRACT

The 2021 re-emergence of yellow fever in non-human primates in the state of Rio Grande do Sul (RS), southernmost Brazil, resulted in the death of many howler monkeys (genus Alouatta) and led the state to declare a Public Health Emergency of State Importance, despite no human cases reported. In this study, near-complete genomes of yellow fever virus (YFV) recovered from the outbreak were sequenced and examined aiming at a better understanding of the phylogenetic relationships and the spatio-temporal dynamics of the virus distribution. Our results suggest that the most likely sequence of events involved the reintroduction of YFV from the state of São Paulo to RS through the states of Paraná and Santa Catarina, by the end of 2020. These findings reinforce the role of genomic surveillance in determining the pathways of distribution of the virus and in providing references for the implementation of preventive measures for populations in high risk areas.


Subject(s)
Yellow Fever/epidemiology , Yellow Fever/genetics , Yellow fever virus/genetics , Alouatta/virology , Animals , Brazil/epidemiology , Disease Outbreaks , Epidemiological Monitoring/veterinary , Genomics , Phylogeny , Primates/virology , Whole Genome Sequencing/methods , Yellow Fever/transmission , Yellow fever virus/pathogenicity , Zoonoses/virology
19.
Nat Commun ; 12(1): 5374, 2021 09 10.
Article in English | MEDLINE | ID: mdl-34508072

ABSTRACT

The mosquito Aedes aegypti is the principal vector for arboviruses including dengue/yellow fever, chikungunya, and Zika virus, infecting hundreds of millions of people annually. Unfortunately, traditional control methodologies are insufficient, so innovative control methods are needed. To complement existing measures, here we develop a molecular genetic control system termed precision-guided sterile insect technique (pgSIT) in Aedes aegypti. PgSIT uses a simple CRISPR-based approach to generate flightless females and sterile males that are deployable at any life stage. Supported by mathematical models, we empirically demonstrate that released pgSIT males can compete, suppress, and even eliminate mosquito populations. This platform technology could be used in the field, and adapted to many vectors, for controlling wild populations to curtail disease in a safe, confinable, and reversible manner.


Subject(s)
Aedes/virology , Infertility, Male/veterinary , Mosquito Control/methods , Mosquito Vectors/virology , Aedes/genetics , Animals , Animals, Genetically Modified , Arboviruses , Chikungunya Fever/prevention & control , Chikungunya Fever/transmission , Chikungunya Fever/virology , Dengue/prevention & control , Dengue/transmission , Dengue/virology , Female , Humans , Infertility, Male/genetics , Male , Models, Biological , Mosquito Vectors/genetics , Yellow Fever/prevention & control , Yellow Fever/transmission , Yellow Fever/virology , Zika Virus , Zika Virus Infection/prevention & control , Zika Virus Infection/transmission , Zika Virus Infection/virology
20.
Viruses ; 13(8)2021 07 28.
Article in English | MEDLINE | ID: mdl-34452343

ABSTRACT

Yellow fever virus remains a major threat in low resource countries in South America and Africa despite the existence of an effective vaccine. In Senegal and particularly in the eastern part of the country, periodic sylvatic circulation has been demonstrated with varying degrees of impact on populations in perpetual renewal. We report an outbreak that occurred from October 2020 to February 2021 in eastern Senegal, notified and managed through the synergistic effort yellow fever national surveillance implemented by the Senegalese Ministry of Health in collaboration with the World Health Organization, the countrywide 4S network set up by the Ministry of Health, the Institut Pasteur de Dakar, and the surveillance of arboviruses and hemorrhagic fever viruses in human and vector populations implemented since mid 2020 in eastern Senegal. Virological analyses highlighted the implication of sylvatic mosquito species in virus transmission. Genomic analysis showed a close relationship between the circulating strain in eastern Senegal, 2020, and another one from the West African lineage previously detected and sequenced two years ago from an unvaccinated Dutch traveler who visited the Gambia and Senegal before developing signs after returning to Europe. Moreover, genome analysis identified a 6-nucleotide deletion in the variable domain of the 3'UTR with potential impact on the biology of the viral strain that merits further investigations. Integrated surveillance of yellow fever virus but also of other arboviruses of public health interest is crucial in an ecosystem such as eastern Senegal.


Subject(s)
Yellow Fever/epidemiology , Yellow Fever/virology , Yellow fever virus/physiology , Adolescent , Adult , Aedes/classification , Aedes/physiology , Aedes/virology , Amino Acid Sequence , Animals , Child , Disease Outbreaks , Female , Humans , Male , Mosquito Vectors/classification , Mosquito Vectors/physiology , Mosquito Vectors/virology , Phylogeny , Senegal/epidemiology , Sequence Alignment , Viral Proteins/chemistry , Viral Proteins/genetics , Yellow Fever/transmission , Yellow fever virus/classification , Yellow fever virus/genetics , Yellow fever virus/isolation & purification , Young Adult
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