The role of simple mathematical models in malaria elimination strategy design

Abstract Background Malaria has recently been identified as a candidate for global eradication. This process will take the form of a series of national eliminations. Key issues must be considered specifically for elimination strategy when compared to the control of disease. Namely the spread of drug...

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Published in:Malaria Journal
Main Authors: Van Effelterre Thierry, Aguas Ricardo, Saralamba Sompob, Pongtavornpinyo Wirichada, Maude Richard J, White Lisa J, Day Nicholas PJ, White Nicholas J
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2009
Subjects:
Online Access:https://doi.org/10.1186/1475-2875-8-212
https://doaj.org/article/d543f546d86d4e02a1a31368624834cd
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spelling ftdoajarticles:oai:doaj.org/article:d543f546d86d4e02a1a31368624834cd 2023-05-15T15:14:56+02:00 The role of simple mathematical models in malaria elimination strategy design Van Effelterre Thierry Aguas Ricardo Saralamba Sompob Pongtavornpinyo Wirichada Maude Richard J White Lisa J Day Nicholas PJ White Nicholas J 2009-09-01T00:00:00Z https://doi.org/10.1186/1475-2875-8-212 https://doaj.org/article/d543f546d86d4e02a1a31368624834cd EN eng BMC http://www.malariajournal.com/content/8/1/212 https://doaj.org/toc/1475-2875 doi:10.1186/1475-2875-8-212 1475-2875 https://doaj.org/article/d543f546d86d4e02a1a31368624834cd Malaria Journal, Vol 8, Iss 1, p 212 (2009) Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2009 ftdoajarticles https://doi.org/10.1186/1475-2875-8-212 2022-12-30T22:28:06Z Abstract Background Malaria has recently been identified as a candidate for global eradication. This process will take the form of a series of national eliminations. Key issues must be considered specifically for elimination strategy when compared to the control of disease. Namely the spread of drug resistance, data scarcity and the adverse effects of failed elimination attempts. Mathematical models of various levels of complexity have been produced to consider the control and elimination of malaria infection. If available, detailed data on malaria transmission (such as the vector life cycle and behaviour, human population behaviour, the acquisition and decay of immunity, heterogeneities in transmission intensity, age profiles of clinical and subclinical infection) can be used to populate complex transmission models that can then be used to design control strategy. However, in many malaria countries reliable data are not available and policy must be formed based on information like an estimate of the average parasite prevalence. Methods A simple deterministic model, that requires data in the form of a single estimate of parasite prevalence as an input, is developed for the purpose of comparison with other more complex models. The model is designed to include key aspects of malaria transmission and integrated control. Results The simple model is shown to have similar short-term dynamic behaviour to three complex models. The model is used to demonstrate the potential of alternative methods of delivery of controls. The adverse effects on clinical infection and spread of resistance are predicted for failed elimination attempts. Since elimination strategies present an increased risk of the spread of drug resistance, the model is used to demonstrate the population level protective effect of multiple controls against this very serious threat. Conclusion A simple model structure for the elimination of malaria is suitable for situations where data are sparse yet strategy design requirements are urgent with the caveat ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 8 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
Van Effelterre Thierry
Aguas Ricardo
Saralamba Sompob
Pongtavornpinyo Wirichada
Maude Richard J
White Lisa J
Day Nicholas PJ
White Nicholas J
The role of simple mathematical models in malaria elimination strategy design
topic_facet Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
description Abstract Background Malaria has recently been identified as a candidate for global eradication. This process will take the form of a series of national eliminations. Key issues must be considered specifically for elimination strategy when compared to the control of disease. Namely the spread of drug resistance, data scarcity and the adverse effects of failed elimination attempts. Mathematical models of various levels of complexity have been produced to consider the control and elimination of malaria infection. If available, detailed data on malaria transmission (such as the vector life cycle and behaviour, human population behaviour, the acquisition and decay of immunity, heterogeneities in transmission intensity, age profiles of clinical and subclinical infection) can be used to populate complex transmission models that can then be used to design control strategy. However, in many malaria countries reliable data are not available and policy must be formed based on information like an estimate of the average parasite prevalence. Methods A simple deterministic model, that requires data in the form of a single estimate of parasite prevalence as an input, is developed for the purpose of comparison with other more complex models. The model is designed to include key aspects of malaria transmission and integrated control. Results The simple model is shown to have similar short-term dynamic behaviour to three complex models. The model is used to demonstrate the potential of alternative methods of delivery of controls. The adverse effects on clinical infection and spread of resistance are predicted for failed elimination attempts. Since elimination strategies present an increased risk of the spread of drug resistance, the model is used to demonstrate the population level protective effect of multiple controls against this very serious threat. Conclusion A simple model structure for the elimination of malaria is suitable for situations where data are sparse yet strategy design requirements are urgent with the caveat ...
format Article in Journal/Newspaper
author Van Effelterre Thierry
Aguas Ricardo
Saralamba Sompob
Pongtavornpinyo Wirichada
Maude Richard J
White Lisa J
Day Nicholas PJ
White Nicholas J
author_facet Van Effelterre Thierry
Aguas Ricardo
Saralamba Sompob
Pongtavornpinyo Wirichada
Maude Richard J
White Lisa J
Day Nicholas PJ
White Nicholas J
author_sort Van Effelterre Thierry
title The role of simple mathematical models in malaria elimination strategy design
title_short The role of simple mathematical models in malaria elimination strategy design
title_full The role of simple mathematical models in malaria elimination strategy design
title_fullStr The role of simple mathematical models in malaria elimination strategy design
title_full_unstemmed The role of simple mathematical models in malaria elimination strategy design
title_sort role of simple mathematical models in malaria elimination strategy design
publisher BMC
publishDate 2009
url https://doi.org/10.1186/1475-2875-8-212
https://doaj.org/article/d543f546d86d4e02a1a31368624834cd
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Malaria Journal, Vol 8, Iss 1, p 212 (2009)
op_relation http://www.malariajournal.com/content/8/1/212
https://doaj.org/toc/1475-2875
doi:10.1186/1475-2875-8-212
1475-2875
https://doaj.org/article/d543f546d86d4e02a1a31368624834cd
op_doi https://doi.org/10.1186/1475-2875-8-212
container_title Malaria Journal
container_volume 8
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