ArticlePloS one2014
Mosquito surveillance revealed lagged effects of mosquito abundance on mosquito-borne disease transmission: a retrospective study in Zhejiang, China.
Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed, 30 citations in OpenAlex.
- The ecological factors contributing to the chikungunya outbreak in Ruili, a border city in Yunnan Province, China.BMC infectious diseases · 2025Article
- Advancing knowledge of One Health in China: lessons for One Health from China's dengue control and prevention programs.Science in One Health · 2024Review
- Genomic characterization of dengue virus serotype 2 during dengue outbreak and endemics in Hangzhou, Zhejiang (2017-2019).Frontiers in microbiology · 2023Article
- Aedes-AI: Neural network models of mosquito abundance.PLoS computational biology · 2021Article
- Gastrointestinal symptoms, pathophysiology, and treatment in COVID-19.Genes & diseases · 2021Review
- Molecular Characterization of Dengue Virus Type 1 in Zhejiang in 2019.Frontiers in cellular and infection microbiology · 2021Article
- A 70% Reduction in Mosquito Populations Does Not Require Removal of 70% of Mosquitoes.Journal of medical entomology · 2020Article
- Gravid oviposition sticky trap and dengue non-structural 1 antigen test for early surveillance of dengue in multi-storey dwellings: study protocol of a cluster randomized controlled trial.Infectious diseases of poverty · 2019Article
- Insecticide Resistance Status and Mechanisms of Anopheles sinensis (Diptera: Culicidae) in Wenzhou, an Important Coastal Port City in China.Journal of medical entomology · 2019Article
- Mosquito and Virus Surveillance as a Predictor of Human Ross River Virus Infection in South-West Western Australia: How Useful Is It?The American journal of tropical medicine and hygiene · 2018Article
- Increased Human Incidence of West Nile Virus Disease near Rice Fields in California but Not in Southern United States.The American journal of tropical medicine and hygiene · 2018Article
- Article
- Epidemiological Characterization of the 2017 Dengue Outbreak in Zhejiang, China and Molecular Characterization of the Viruses.Frontiers in cellular and infection microbiology · 2018Article
- Knowledge, Attitudes, and Practices Regarding Zika: Paper- and Internet-Based Survey in Zhejiang, China.JMIR public health and surveillance · 2017Article
- Aedes aegypti (Diptera: Culicidae) Abundance Model Improved With Relative Humidity and Precipitation-Driven Egg Hatching.Journal of medical entomology · 2017Article
- Drought and immunity determine the intensity of West Nile virus epidemics and climate change impacts.Proceedings. Biological sciences · 2017Article
- Re-assess Vector Indices Threshold as an Early Warning Tool for Predicting Dengue Epidemic in a Dengue Non-endemic Country.PLoS neglected tropical diseases · 2015Article
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Mosquito-borne diseases (MBDs) are still threats to public health in Zhejiang. In this study, the associations between the time-lagged mosquito capture data and MBDs incidence over five years were used to examine the potential effects of mosquito abundance on patterns of MBDs epidemiology in Zhejiang during 2008-2012. Light traps were used to collect adult mosquitoes at 11 cities. Correlation tests with and without time lag were performed to investigate the correlations between MBDs incidence rates and mosquito abundance by month. Selected MBDs consisted of Japanese encephalitis (JE), dengue fever (DF) and malaria. A Poisson regression analysis was performed by using a generalized estimating equations (GEE) approach, and the most parsimonious model was selected based on the quasi-likelihood based information criterion (QICu). We identified five mosquito species and the constituent ratio of Culex pipiens pallens, Culex tritaeniorhynchus, Aedes albopictus, Anopheles sinensis and Armigeres subalbatus was 66.73%, 21.47%, 6.72%, 2.83% and 2.25%, respectively. The correlation analysis without and with time lag showed that Culex mosquito abundance at a lag of 0 or 1 month was positively correlated with JE incidence during 2008-2012, Ae. albopictus abundance at a lag of 1 month was positively correlated with DF incidence in 2009, and An. sinensis abundance at a lag of 0-2 months was positively correlated with malaria incidence during 2008-2010. The Poisson regression analysis showed each 0.1 rise of monthly mosquito abundance corresponded to a positive increase of MBD cases for the period of 2008-2012. The rise of mosquito abundance with a lag of 0-2 months increased the risk of human MBDs infection in Zhejiang. Our study provides evidence that mosquito monitoring could be a useful early warning tool for the occurrence and transmission of MBDs.
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