ArticlePloS one2014
A population genetic model for the initial spread of partially resistant malaria parasites under anti-malarial combination therapy and weak intrahost competition.
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 11 papers.
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Who cites it
11 citing papers in PubMed, 17 citations in OpenAlex.
- Evolutionary genetics of malaria.Frontiers in genetics · 2022Article
- Immune selection suppresses the emergence of drug resistance in malaria parasites but facilitates its spread.PLoS computational biology · 2021Article
- Article
- Early transmission of sensitive strain slows down emergence of drug resistance in Plasmodium vivax.PLoS computational biology · 2020Article
- Evolution and Genetic Diversity of theAntimicrobial agents and chemotherapy · 2019Article
- The Impact of Antimalarial Use on the Emergence and Transmission of Plasmodium falciparum Resistance: A Scoping Review of Mathematical Models.Tropical medicine and infectious disease · 2017Article
- Variation in infection length and superinfection enhance selection efficiency in the human malaria parasite.Scientific reports · 2016Article
- Article
- Multiplicity of Infection and Disease Severity in Plasmodium vivax.PLoS neglected tropical diseases · 2016Article
- How competition governs whether moderate or aggressive treatment minimizes antibiotic resistance.eLife · 2015Article
- Malaria Molecular Epidemiology: Lessons from the International Centers of Excellence for Malaria Research Network.The American journal of tropical medicine and hygiene · 2015Article
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Authors and funding
3 authors at 3 institutions in 3 countries.
Funding
Abstract
To develop public-health policies that extend the lifespan of affordable anti-malarial drugs as effective treatment options, it is necessary to understand the evolutionary processes leading to the origin and spread of mutations conferring drug resistance in malarial parasites. We built a population-genetic model for the emergence of resistance under combination drug therapy. Reproductive cycles of parasites are specified by their absolute fitness determined by clinical parameters, thus coupling the evolutionary-genetic with population-dynamic processes. Initial mutations confer only partial drug-resistance. Therefore, mutant parasites rarely survive combination therapy and within-host competition is very weak among parasites. The model focuses on the early phase of such unsuccessful recurrent mutations. This ends in the rare event of mutants enriching in an infected individual from which the successful spread of resistance over the entire population is initiated. By computer simulations, the waiting time until the establishment of resistant parasites is analysed. Resistance spreads quickly following the first appearance of a host infected predominantly by mutant parasites. This occurs either through a rare transmission of a resistant parasite to an uninfected host or through a rare failure of drugs in removing "transient" mutant alleles. The emergence of resistance is delayed with lower mutation rate, earlier treatment, higher metabolic cost of resistance, longer duration of high drug dose, and higher drug efficacy causing a stronger reduction in the sensitive and resistant parasites' fitnesses. Overall, contrary to other studies' proposition, the current model based on absolute fitness suggests that aggressive drug treatment delays the emergence of drug resistance.
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