Cargando…

Prospective strategies to delay the evolution of anti-malarial drug resistance: weighing the uncertainty

BACKGROUND: The evolution of drug resistance in malaria parasites highlights a need to identify and evaluate strategies that could extend the useful therapeutic life of anti-malarial drugs. Such strategies are deployed to best effect before resistance has emerged, under conditions of great uncertain...

Descripción completa

Detalles Bibliográficos
Autores principales: Smith, David L, Klein, Eili Y, McKenzie, F Ellis, Laxminarayan, Ramanan
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2916917/
https://www.ncbi.nlm.nih.gov/pubmed/20653960
http://dx.doi.org/10.1186/1475-2875-9-217
_version_ 1782185035273601024
author Smith, David L
Klein, Eili Y
McKenzie, F Ellis
Laxminarayan, Ramanan
author_facet Smith, David L
Klein, Eili Y
McKenzie, F Ellis
Laxminarayan, Ramanan
author_sort Smith, David L
collection PubMed
description BACKGROUND: The evolution of drug resistance in malaria parasites highlights a need to identify and evaluate strategies that could extend the useful therapeutic life of anti-malarial drugs. Such strategies are deployed to best effect before resistance has emerged, under conditions of great uncertainty. METHODS: Here, the emergence and spread of resistance was modelled using a hybrid framework to evaluate prospective strategies, estimate the time to drug failure, and weigh uncertainty. The waiting time to appearance was estimated as the product of low mutation rates, drug pressure, and parasite population sizes during treatment. Stochastic persistence and the waiting time to establishment were simulated as an evolving branching process. The subsequent spread of resistance was simulated in simple epidemiological models. RESULTS: Using this framework, the waiting time to the failure of artemisinin combination therapy (ACT) for malaria was estimated, and a policy of multiple first-line therapies (MFTs) was evaluated. The models quantify the effects of reducing drug pressure in delaying appearance, reducing the chances of establishment, and slowing spread. By using two first-line therapies in a population, it is possible to reduce drug pressure while still treating the full complement of cases. CONCLUSIONS: At a global scale, because of uncertainty about the time to the emergence of ACT resistance, there was a strong case for MFTs to guard against early failure. Our study recommends developing operationally feasible strategies for implementing MFTs, such as distributing different ACTs at the clinic and for home-based care, or formulating different ACTs for children and adults.
format Text
id pubmed-2916917
institution National Center for Biotechnology Information
language English
publishDate 2010
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-29169172010-08-06 Prospective strategies to delay the evolution of anti-malarial drug resistance: weighing the uncertainty Smith, David L Klein, Eili Y McKenzie, F Ellis Laxminarayan, Ramanan Malar J Research BACKGROUND: The evolution of drug resistance in malaria parasites highlights a need to identify and evaluate strategies that could extend the useful therapeutic life of anti-malarial drugs. Such strategies are deployed to best effect before resistance has emerged, under conditions of great uncertainty. METHODS: Here, the emergence and spread of resistance was modelled using a hybrid framework to evaluate prospective strategies, estimate the time to drug failure, and weigh uncertainty. The waiting time to appearance was estimated as the product of low mutation rates, drug pressure, and parasite population sizes during treatment. Stochastic persistence and the waiting time to establishment were simulated as an evolving branching process. The subsequent spread of resistance was simulated in simple epidemiological models. RESULTS: Using this framework, the waiting time to the failure of artemisinin combination therapy (ACT) for malaria was estimated, and a policy of multiple first-line therapies (MFTs) was evaluated. The models quantify the effects of reducing drug pressure in delaying appearance, reducing the chances of establishment, and slowing spread. By using two first-line therapies in a population, it is possible to reduce drug pressure while still treating the full complement of cases. CONCLUSIONS: At a global scale, because of uncertainty about the time to the emergence of ACT resistance, there was a strong case for MFTs to guard against early failure. Our study recommends developing operationally feasible strategies for implementing MFTs, such as distributing different ACTs at the clinic and for home-based care, or formulating different ACTs for children and adults. BioMed Central 2010-07-23 /pmc/articles/PMC2916917/ /pubmed/20653960 http://dx.doi.org/10.1186/1475-2875-9-217 Text en Copyright ©2010 Smith et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Smith, David L
Klein, Eili Y
McKenzie, F Ellis
Laxminarayan, Ramanan
Prospective strategies to delay the evolution of anti-malarial drug resistance: weighing the uncertainty
title Prospective strategies to delay the evolution of anti-malarial drug resistance: weighing the uncertainty
title_full Prospective strategies to delay the evolution of anti-malarial drug resistance: weighing the uncertainty
title_fullStr Prospective strategies to delay the evolution of anti-malarial drug resistance: weighing the uncertainty
title_full_unstemmed Prospective strategies to delay the evolution of anti-malarial drug resistance: weighing the uncertainty
title_short Prospective strategies to delay the evolution of anti-malarial drug resistance: weighing the uncertainty
title_sort prospective strategies to delay the evolution of anti-malarial drug resistance: weighing the uncertainty
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2916917/
https://www.ncbi.nlm.nih.gov/pubmed/20653960
http://dx.doi.org/10.1186/1475-2875-9-217
work_keys_str_mv AT smithdavidl prospectivestrategiestodelaytheevolutionofantimalarialdrugresistanceweighingtheuncertainty
AT kleineiliy prospectivestrategiestodelaytheevolutionofantimalarialdrugresistanceweighingtheuncertainty
AT mckenziefellis prospectivestrategiestodelaytheevolutionofantimalarialdrugresistanceweighingtheuncertainty
AT laxminarayanramanan prospectivestrategiestodelaytheevolutionofantimalarialdrugresistanceweighingtheuncertainty