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Pooled PCR testing strategy and prevalence estimation of submicroscopic infections using Bayesian latent class models in pregnant women receiving intermittent preventive treatment at Machinga District Hospital,Malawi, 2010
Authors:Zhou  Zhiyong  Mitchell  Rebecca Mans  Gutman  Julie  Wiegand  Ryan E  Mwandama  Dyson A  Mathanga  Don P  Skarbinski  Jacek  Shi  Ya Ping
Institution:1.Johns Hopkins Bloomberg School of Public Health Center for Communication Programs, Baltimore, MD, USA
;2.Tropical Health LLP, Montagut, Girona, Spain
;3.Malaria Consortium, London, UK
;4.Malaria Consortium, Abuja, Nigeria
;5.Malaria Consortium, Kampala, Uganda
;6.United States Agency for International Development, Washington, DC, USA
;
Abstract:

Background

Metarhizium anisopliae is a naturally occurring fungal pathogen of mosquitoes. Recently, Metarhizium has been engineered to act against malaria by directly killing the disease agent within mosquito vectors and also effectively blocking onward transmission. It has been proposed that efforts should be made to minimize the virulence of the fungal pathogen, in order to slow the development of resistant mosquitoes following an actual deployment.

Results

Two mathematical models were developed and analysed to examine the efficacy of the fungal pathogen. It was found that, in many plausible scenarios, the best effects are achieved with a reduced or minimal pathogen virulence, even if the likelihood of resistance to the fungus is negligible. The results for both models depend on the interplay between two main effects: the ability of the fungus to reduce the mosquito population, and the ability of fungus‐infected mosquitoes to compete for resources with non‐fungus‐infected mosquitoes.

Conclusions

The results indicate that there is no obvious choice of virulence for engineered Metarhizium or similar pathogens, and that all available information regarding the population ecology of the combined mosquito‐fungus system should be carefully considered. The models provide a basic framework for examination of anti‐malarial mosquito pathogens that should be extended and improved as new laboratory and field data become available.
Keywords:
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