Measuring windows of selection for anti-malarial drug treatments.
- Publisher: BioMed Central
Infectious Diseases | qv_256 | Artemisinin combination therapy | Malaria | wc_765 | Modelling | Research | qv_38 | wc_750 | Window of selection | Pharmacodynamic | Drug resistance | Pharmacokinetic | Parasitology
Background The long half-lives of malaria ‘partner’ drugs are a potent force selecting for drug resistance. Clinical trials can quantify this effect by estimating a window of selection (WoS), defined as the amount of time post-treatment when drug levels are sufficiently high that resistant parasites can re-establish an infection while preventing drug-sensitive parasites from establishing viable infections. Methods The ability of clinical data to accurately estimate the true WoS was investigated using standard pharmacokinetic–pharmacodynamic models for three widely used malaria drugs: artemether–lumefantrine (AR-LF), artesunate–mefloquine (AS-MQ) and dihydroartemisinin–piperaquine (DHA-PPQ). Estimates of the clinical WoS either (1) ignored all new infections occurring after the 63-day follow-up period, as is currently done in clinical trials, or, (2) recognized that all individuals would eventually be re-infected and arbitrarily assigned them a new infection day. Results The results suggest current methods of estimating the clinical WoS underestimate the true WoS by as much as 9 days for AR-LF, 33 days for AS-MQ and 7 days for DHA-PPQ. The new method of estimating clinical WoS (i.e., retaining all individuals in the analysis) was significantly better at estimating the true WoS for AR-LF and AS-MQ. Conclusions Previous studies, based on clinically observed WoS, have probably underestimated the ‘true’ WoS and hence the role of drugs with long half-lives in driving resistance. This has important policy implications: high levels of drug use are inevitable in mass drug administration programmes and intermittent preventative treatment programmes and the analysis herein suggests these policies will be far more potent drivers of resistance than previously thought. Electronic supplementary material The online version of this article (doi:10.1186/s12936-015-0810-4) contains supplementary material, which is available to authorized users.