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1.
PLoS One ; 19(5): e0303137, 2024.
Article in English | MEDLINE | ID: mdl-38722911

ABSTRACT

The Asian tiger mosquito, Aedes albopictus, is a significant public health concern owing to its expanding habitat and vector competence. Disease outbreaks attributed to this species have been reported in areas under its invasion, and its northward expansion in Japan has caused concern because of the potential for dengue virus infection in newly populated areas. Accurate prediction of Ae. albopictus distribution is crucial to prevent the spread of the disease. However, limited studies have focused on the prediction of Ae. albopictus distribution in Japan. Herein, we used the random forest model, a machine learning approach, to predict the current and potential future habitat ranges of Ae. albopictus in Japan. The model revealed that these mosquitoes prefer urban areas over forests in Japan on the current map. Under predictions for the future, the species will expand its range to the surrounding areas and eventually reach many areas of northeastern Kanto, Tohoku District, and Hokkaido, with a few variations in different scenarios. However, the affected human population is predicted to decrease owing to the declining birth rate. Anthropogenic and climatic factors contribute to range expansion, and urban size and population have profound impacts. This prediction map can guide responses to the introduction of this species in new areas, advance the spatial knowledge of diseases vectored by it, and mitigate the possible disease burden. To our knowledge, this is the first distribution-modelling prediction for Ae. albopictus with a focus on Japan.


Subject(s)
Aedes , Mosquito Vectors , Animals , Aedes/virology , Aedes/physiology , Japan , Mosquito Vectors/virology , Ecosystem , Humans , Animal Distribution , Dengue/transmission , Dengue/epidemiology , Machine Learning , Models, Biological
2.
Jpn J Infect Dis ; 61(3): 184-91, 2008 May.
Article in English | MEDLINE | ID: mdl-18503166

ABSTRACT

The Culex pipiens complex consists of vector mosquitoes that transmit important human pathogens. In this study we established a simplified method to distinguish three members of the Cx. pipiens complex, Cx. p. pallens Coquillet, Cx. p. form molestus Forskal, and Cx. quinquefasciatus Say, collected in Japan. Sequence analysis of the Drosophila Ace-orthologous acetylcholinesterase (Ace) gene (668 to 680 bp) revealed that a single polymorphic region characterizes each species. Based on this region, specific primers that distinguish Cx. p. form molestus (ACEpip2) and Cx. p. pallens (ACEpall2) were newly designed. Polymerase chain reactions were performed with the genomic DNA of Culex mosquitoes as the template, and these primers clearly distinguished two Culex spp. The accuracy of the designed primers was evaluated with 38 colonies of mosquito samples collected from 9 prefectures of Japan. The testing revealed that the distribution of anautogenous Cx. p. pipiens has not been confirmed in Japan. It also revealed that the male of Cx. p. pallens possesses an Ace gene haplotype that is highly similar to the sequence of Cx. quinquefasciatus. This improved method allows the evaluation of vector competence of Cx. p.molestus, which is the suspected vector of West Nile virus.


Subject(s)
Culex/classification , Polymerase Chain Reaction/methods , Acetylcholinesterase/genetics , Animals , Base Sequence , Culex/genetics , DNA Primers , Insect Proteins/genetics , Japan , Male , Molecular Sequence Data , Sequence Alignment , Sequence Analysis, DNA , Species Specificity
3.
J Med Entomol ; 44(5): 822-9, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17915515

ABSTRACT

Culex pipiens complex is the significant vector mosquito of West Nile virus. To take stock of the current situation of insecticide susceptibilities and design an ideal mosquito control strategy, we collected Culex pipiens pallens Coquillet, Culex pipiens form molestus Forskal, and Culex quinquefasciatus Say from fields in Japan and conducted bioassays for five larvicides (fenitrothion, temephos, etofenprox, diflubenzuron, and pyriproxyfen) by using a larval dipping method. Among five insecticides tested, obvious reduced susceptibilities were observed for etofenprox, which is the only pyrethroid compound registered as a larvicide in Japan. Twenty-two of 56 colonies exhibited a >10% survival rate at the etofenprox concentration of 5.7 microg/ml, which is a 10 times higher concentration of the working solution. The LC50 of a colony collected from Fukuoka prefecture for etofenprox exceeded 60 microg/ml (resistance ratio >2,307), and this colony also exhibited cross-resistance to other pyrethroids, permethrin (299-fold) and phenothrin (1,200-fold). The insect growth regulators diflubenzuron and pyriproxyfen were found to be sufficiently effective enough to control Culex larvae present, but decreased sensitivities to these insecticides were slightly detected in some colonies of Cx. p. form molestus collected from urban areas. Several etofenprox-resistant colonies of Cx. p. form molestus exhibited simultaneously decreased susceptibilities to other insecticides, including temephos, diflubenzuron, and pyriproxyfen.


Subject(s)
Culex , Insect Vectors/drug effects , Insecticide Resistance/physiology , Insecticides , Animals , Japan , Larva , Lethal Dose 50 , Toxicity Tests/methods , West Nile Fever/transmission
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