Cargando…

A Population Genetic Model for the Initial Spread of Partially Resistant Malaria Parasites under Anti-Malarial Combination Therapy and Weak Intrahost Competition

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-...

Descripción completa

Detalles Bibliográficos
Autores principales: Kim, Yuseob, Escalante, Ananias A., Schneider, Kristan A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4090191/
https://www.ncbi.nlm.nih.gov/pubmed/25007207
http://dx.doi.org/10.1371/journal.pone.0101601
_version_ 1782480600636063744
author Kim, Yuseob
Escalante, Ananias A.
Schneider, Kristan A.
author_facet Kim, Yuseob
Escalante, Ananias A.
Schneider, Kristan A.
author_sort Kim, Yuseob
collection PubMed
description 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.
format Online
Article
Text
id pubmed-4090191
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-40901912014-07-14 A Population Genetic Model for the Initial Spread of Partially Resistant Malaria Parasites under Anti-Malarial Combination Therapy and Weak Intrahost Competition Kim, Yuseob Escalante, Ananias A. Schneider, Kristan A. PLoS One Research Article 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. Public Library of Science 2014-07-09 /pmc/articles/PMC4090191/ /pubmed/25007207 http://dx.doi.org/10.1371/journal.pone.0101601 Text en © 2014 Kim et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Kim, Yuseob
Escalante, Ananias A.
Schneider, Kristan A.
A Population Genetic Model for the Initial Spread of Partially Resistant Malaria Parasites under Anti-Malarial Combination Therapy and Weak Intrahost Competition
title A Population Genetic Model for the Initial Spread of Partially Resistant Malaria Parasites under Anti-Malarial Combination Therapy and Weak Intrahost Competition
title_full A Population Genetic Model for the Initial Spread of Partially Resistant Malaria Parasites under Anti-Malarial Combination Therapy and Weak Intrahost Competition
title_fullStr A Population Genetic Model for the Initial Spread of Partially Resistant Malaria Parasites under Anti-Malarial Combination Therapy and Weak Intrahost Competition
title_full_unstemmed A Population Genetic Model for the Initial Spread of Partially Resistant Malaria Parasites under Anti-Malarial Combination Therapy and Weak Intrahost Competition
title_short A Population Genetic Model for the Initial Spread of Partially Resistant Malaria Parasites under Anti-Malarial Combination Therapy and Weak Intrahost Competition
title_sort population genetic model for the initial spread of partially resistant malaria parasites under anti-malarial combination therapy and weak intrahost competition
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4090191/
https://www.ncbi.nlm.nih.gov/pubmed/25007207
http://dx.doi.org/10.1371/journal.pone.0101601
work_keys_str_mv AT kimyuseob apopulationgeneticmodelfortheinitialspreadofpartiallyresistantmalariaparasitesunderantimalarialcombinationtherapyandweakintrahostcompetition
AT escalanteananiasa apopulationgeneticmodelfortheinitialspreadofpartiallyresistantmalariaparasitesunderantimalarialcombinationtherapyandweakintrahostcompetition
AT schneiderkristana apopulationgeneticmodelfortheinitialspreadofpartiallyresistantmalariaparasitesunderantimalarialcombinationtherapyandweakintrahostcompetition
AT kimyuseob populationgeneticmodelfortheinitialspreadofpartiallyresistantmalariaparasitesunderantimalarialcombinationtherapyandweakintrahostcompetition
AT escalanteananiasa populationgeneticmodelfortheinitialspreadofpartiallyresistantmalariaparasitesunderantimalarialcombinationtherapyandweakintrahostcompetition
AT schneiderkristana populationgeneticmodelfortheinitialspreadofpartiallyresistantmalariaparasitesunderantimalarialcombinationtherapyandweakintrahostcompetition