Skip to main content
Top
Published in: Malaria Journal 1/2012

Open Access 01-12-2012 | Research

Differences in selective pressure on dhps and dhfr drug resistant mutations in western Kenya

Authors: Andrea M McCollum, Kristan A Schneider, Sean M Griffing, Zhiyong Zhou, Simon Kariuki, Feiko Ter-Kuile, Ya Ping Shi, Laurence Slutsker, Altaf A Lal, Venkatachalam Udhayakumar, Ananias A Escalante

Published in: Malaria Journal | Issue 1/2012

Login to get access

Abstract

Background

Understanding the origin and spread of mutations associated with drug resistance, especially in the context of combination therapy, will help guide strategies to halt and prevent the emergence of resistance. Unfortunately, studies have assessed these complex processes when resistance is already highly prevalent. Even further, information on the evolutionary dynamics leading to multidrug-resistant parasites is scattered and limited to areas with low or seasonal malaria transmission. This study describes the dynamics of strong selection for mutations conferring resistance against sulphadoxine-pyrimethamine (SP), a combination therapy, in western Kenya between 1992 and 1999, just before SP became first-line therapy (1999). Importantly, the study is based on longitudinal data, which allows for a comprehensive analysis that contrasts with previous cross-sectional studies carried out in other endemic regions.

Methods

This study used 236 blood samples collected between 1992 and 1999 in the Asembo Bay area of Kenya. Pyrosequencing was used to determine the alleles of dihydrofolate reductase (dhfr) and dihydropterote synthase (dhps) genes. Microsatellite alleles spanning 138 kb around dhfr and dhps, as well as, neutral markers spanning approximately 100 kb on chromosomes 2 and 3 were characterized.

Results

By 1992, the South-Asian dhfr triple mutant was already spreading, albeit in low frequency, in this holoendemic Kenyan population, prior to the use of SP as a first-line therapy. Additionally, dhfr triple mutant alleles that originated independently from the predominant Southeast Asian lineage were present in the sample set. Likewise, dhps double mutants were already present as early as 1992. There is evidence for soft selective sweeps of two dhfr mutant alleles and the possible emergence of a selective sweep of double mutant dhps alleles between 1992 and 1997. The longitudinal structure of the dataset allowed estimation of selection pressures on various dhfr and dhps mutants relative to each other based on a theoretical model tailored to P. falciparum. The data indicate that drug selection acted differently on the resistant alleles of dhfr and dhps, as evidenced by fitness differences. Thus a combination drug therapy such as SP, by itself, does not appear to select for "multidrug"-resistant parasites in areas with high recombination rate.

Conclusions

The complexity of these observations emphasizes the importance of population-based studies to evaluate the effects of strong drug selection on Plasmodium falciparum populations.
Appendix
Available only for authorised users
Literature
1.
go back to reference Gregson A, Plowe CV: Mechanisms of resistance of malaria parasites to antifolates. Pharmacol Rev. 2005, 57: 117-145. 10.1124/pr.57.1.4.CrossRefPubMed Gregson A, Plowe CV: Mechanisms of resistance of malaria parasites to antifolates. Pharmacol Rev. 2005, 57: 117-145. 10.1124/pr.57.1.4.CrossRefPubMed
2.
go back to reference Talisuna AO, Bloland P, D'Alessandro U: History, dynamics, and public health importance of malaria parasite resistance. Clin Microbiol Rev. 2004, 17: 235-254. 10.1128/CMR.17.1.235-254.2004.PubMedCentralCrossRefPubMed Talisuna AO, Bloland P, D'Alessandro U: History, dynamics, and public health importance of malaria parasite resistance. Clin Microbiol Rev. 2004, 17: 235-254. 10.1128/CMR.17.1.235-254.2004.PubMedCentralCrossRefPubMed
3.
go back to reference Dondorp AM, Nosten F, Yi P, Das D, Phyo AP, Tarning J, Lwin KM, Ariey F, Hanpithakpong W, Lee SJ, Ringwald P, Silamut K, Imwong M, Chotinavich K, Lim P, Herdman T, An SS, Yeung S, Singhasivanon P, Day NP, Lindegardh N, Socheat D, White NJ: Artemisinin resistance in Plasmodium falciparum malaria. N Engl J Med. 2009, 361: 455-467. 10.1056/NEJMoa0808859.PubMedCentralCrossRefPubMed Dondorp AM, Nosten F, Yi P, Das D, Phyo AP, Tarning J, Lwin KM, Ariey F, Hanpithakpong W, Lee SJ, Ringwald P, Silamut K, Imwong M, Chotinavich K, Lim P, Herdman T, An SS, Yeung S, Singhasivanon P, Day NP, Lindegardh N, Socheat D, White NJ: Artemisinin resistance in Plasmodium falciparum malaria. N Engl J Med. 2009, 361: 455-467. 10.1056/NEJMoa0808859.PubMedCentralCrossRefPubMed
4.
go back to reference Dondorp AM, Yeung S, White L, Nguon C, Day NP, Socheat D, Von-Seidlein L: Artemisinin resistance: current status and scenarios for containment. Nat Rev Microbiol. 2010, 8: 272-280.CrossRefPubMed Dondorp AM, Yeung S, White L, Nguon C, Day NP, Socheat D, Von-Seidlein L: Artemisinin resistance: current status and scenarios for containment. Nat Rev Microbiol. 2010, 8: 272-280.CrossRefPubMed
5.
go back to reference Hayton K, Su XZ: Genetic and biochemical aspects of drug resistance in malaria parasites. Curr Drug Targets Infect Disord. 2004, 4: 1-10.CrossRefPubMed Hayton K, Su XZ: Genetic and biochemical aspects of drug resistance in malaria parasites. Curr Drug Targets Infect Disord. 2004, 4: 1-10.CrossRefPubMed
6.
go back to reference Cortese JF, Plowe CV: Antifolate resistance due to new and known Plasmodium falciparu dihydrofolate reductase mutations expressed in yeast. Mol Biochem Parasitol. 1998, 94: 205-214. 10.1016/S0166-6851(98)00075-9.CrossRefPubMed Cortese JF, Plowe CV: Antifolate resistance due to new and known Plasmodium falciparu dihydrofolate reductase mutations expressed in yeast. Mol Biochem Parasitol. 1998, 94: 205-214. 10.1016/S0166-6851(98)00075-9.CrossRefPubMed
7.
go back to reference Plowe CV, Kublin JG, Doumbo O: P. falciparum dihydrofolate reductase and dihydropteroate synthase mutations: epidemiology and role in clinical resistance to antifolates. Drug Resist Updat. 1998, 1: 389-396. 10.1016/S1368-7646(98)80014-9.CrossRefPubMed Plowe CV, Kublin JG, Doumbo O: P. falciparum dihydrofolate reductase and dihydropteroate synthase mutations: epidemiology and role in clinical resistance to antifolates. Drug Resist Updat. 1998, 1: 389-396. 10.1016/S1368-7646(98)80014-9.CrossRefPubMed
8.
go back to reference Triglia T, Wang P, Sims PF, Hyde JE, Cowman AF: Allelic exchange at the endogenous genomic locus in Plasmodium falciparum proves the role of dihydropteroate synthase in sulfadoxine-resistant malaria. EMBO J. 1998, 17: 3807-3815. 10.1093/emboj/17.14.3807.PubMedCentralCrossRefPubMed Triglia T, Wang P, Sims PF, Hyde JE, Cowman AF: Allelic exchange at the endogenous genomic locus in Plasmodium falciparum proves the role of dihydropteroate synthase in sulfadoxine-resistant malaria. EMBO J. 1998, 17: 3807-3815. 10.1093/emboj/17.14.3807.PubMedCentralCrossRefPubMed
9.
go back to reference Nair S, Williams JT, Brockman A, Paiphun L, Mayxay M, Newton PN, Guthmann JP, Smithuis FM, Hien TT, White NJ, Nosten F, Anderson TJ: A selective sweep driven by pyrimethamine treatment in Southeast Asian malaria parasites. Mol Biol Evol. 2003, 20: 1526-1536. 10.1093/molbev/msg162.CrossRefPubMed Nair S, Williams JT, Brockman A, Paiphun L, Mayxay M, Newton PN, Guthmann JP, Smithuis FM, Hien TT, White NJ, Nosten F, Anderson TJ: A selective sweep driven by pyrimethamine treatment in Southeast Asian malaria parasites. Mol Biol Evol. 2003, 20: 1526-1536. 10.1093/molbev/msg162.CrossRefPubMed
10.
go back to reference Roper C, Pearce R, Bredenkamp B, Gumede J, Drakeley C, Mosha F, Chandramohan D, Sharp B: Antifolate antimalarial resistance in southeast Africa: a population-based analysis. Lancet. 2003, 361: 1174-1181. 10.1016/S0140-6736(03)12951-0.CrossRefPubMed Roper C, Pearce R, Bredenkamp B, Gumede J, Drakeley C, Mosha F, Chandramohan D, Sharp B: Antifolate antimalarial resistance in southeast Africa: a population-based analysis. Lancet. 2003, 361: 1174-1181. 10.1016/S0140-6736(03)12951-0.CrossRefPubMed
11.
go back to reference Roper C, Pearce R, Nair S, Sharp B, Nosten F, Anderson T: Intercontinental spread of pyrimethamine-resistant malaria. Science. 2004, 305: 1124-10.1126/science.1098876.CrossRefPubMed Roper C, Pearce R, Nair S, Sharp B, Nosten F, Anderson T: Intercontinental spread of pyrimethamine-resistant malaria. Science. 2004, 305: 1124-10.1126/science.1098876.CrossRefPubMed
12.
go back to reference Maiga O, Djimde AA, Hubert V, Renard E, Aubouy A, Kironde F, Nsimba B, Koram K, Doumbo OK, Le-Bras J, Clain J: A shared Asian origin of the triple-mutant dhfr allele in Plasmodium falciparum from sites across Africa. J Infect Dis. 2007, 196: 165-172. 10.1086/518512.CrossRefPubMed Maiga O, Djimde AA, Hubert V, Renard E, Aubouy A, Kironde F, Nsimba B, Koram K, Doumbo OK, Le-Bras J, Clain J: A shared Asian origin of the triple-mutant dhfr allele in Plasmodium falciparum from sites across Africa. J Infect Dis. 2007, 196: 165-172. 10.1086/518512.CrossRefPubMed
13.
go back to reference Certain LK, Briceno M, Kiara SM, Nzila AM, Watkins WM, Sibley CH: Characteristics of Plasmodium falciparum dhfr haplotypes that confer pyrimethamine resistance, Kilifi, Kenya, 1987-2006. J Infect Dis. 2008, 197: 1743-1751. 10.1086/588198.PubMedCentralCrossRefPubMed Certain LK, Briceno M, Kiara SM, Nzila AM, Watkins WM, Sibley CH: Characteristics of Plasmodium falciparum dhfr haplotypes that confer pyrimethamine resistance, Kilifi, Kenya, 1987-2006. J Infect Dis. 2008, 197: 1743-1751. 10.1086/588198.PubMedCentralCrossRefPubMed
14.
go back to reference McCollum AM, Basco LK, Tahar R, Udhayakumar V, Escalante AA: Hitchhiking and selective sweeps of Plasmodium falciparum sulfadoxine and pyrimethamine resistance alleles in a population from central Africa. Antimicrob Agents Chemother. 2008, 52: 4089-4097. 10.1128/AAC.00623-08.PubMedCentralCrossRefPubMed McCollum AM, Basco LK, Tahar R, Udhayakumar V, Escalante AA: Hitchhiking and selective sweeps of Plasmodium falciparum sulfadoxine and pyrimethamine resistance alleles in a population from central Africa. Antimicrob Agents Chemother. 2008, 52: 4089-4097. 10.1128/AAC.00623-08.PubMedCentralCrossRefPubMed
15.
go back to reference McCollum AM, Poe AC, Hamel M, Huber C, Zhou Z, Shi YP, Ouma P, Vulule J, Bloland P, Slutsker L, Barnwell JW, Udhayakumar V, Escalante AA: Antifolate resistance in Plasmodium falciparum: multiple origins and identification of novel dhfr alleles. J Infect Dis. 2006, 194: 189-197. 10.1086/504687.CrossRefPubMed McCollum AM, Poe AC, Hamel M, Huber C, Zhou Z, Shi YP, Ouma P, Vulule J, Bloland P, Slutsker L, Barnwell JW, Udhayakumar V, Escalante AA: Antifolate resistance in Plasmodium falciparum: multiple origins and identification of novel dhfr alleles. J Infect Dis. 2006, 194: 189-197. 10.1086/504687.CrossRefPubMed
16.
go back to reference Alam MT, Vinayak S, Congpuong K, Wongsrichanalai C, Satimai W, Slutsker L, Escalante AA, Barnwell JW, Udhayakumar V: Tracking origins and spread of sulfadoxine-resistant Plasmodium falciparum dhps alleles in Thailand. Antimicrob Agents Chemother. 2011, 55: 155-164. 10.1128/AAC.00691-10.PubMedCentralCrossRefPubMed Alam MT, Vinayak S, Congpuong K, Wongsrichanalai C, Satimai W, Slutsker L, Escalante AA, Barnwell JW, Udhayakumar V: Tracking origins and spread of sulfadoxine-resistant Plasmodium falciparum dhps alleles in Thailand. Antimicrob Agents Chemother. 2011, 55: 155-164. 10.1128/AAC.00691-10.PubMedCentralCrossRefPubMed
17.
go back to reference Pearce RJ, Pota H, Evehe MS, Ba-el H, Mombo-Ngoma G, Malisa AL, Ord R, Inojosa W, Matondo A, Diallo DA, Mbacham W, Van den-Broek IV, Swarthout TD, Getachew A, Dejene S, Grobusch MP, Njie F, Dunyo S, Kweku M, Owusu-Agyei S, Chandramohan D, Bonnet M, Guthmann JP, Clarke S, Barnes KI, Streat E, Katokele ST, Uusiku P, Agboghoroma CO, Elegba OY: Multiple origins and regional dispersal of resistant dhps in African Plasmodium falciparum malaria. PLoS Med. 2009, 6: e1000055-10.1371/journal.pmed.1000055.PubMedCentralCrossRefPubMed Pearce RJ, Pota H, Evehe MS, Ba-el H, Mombo-Ngoma G, Malisa AL, Ord R, Inojosa W, Matondo A, Diallo DA, Mbacham W, Van den-Broek IV, Swarthout TD, Getachew A, Dejene S, Grobusch MP, Njie F, Dunyo S, Kweku M, Owusu-Agyei S, Chandramohan D, Bonnet M, Guthmann JP, Clarke S, Barnes KI, Streat E, Katokele ST, Uusiku P, Agboghoroma CO, Elegba OY: Multiple origins and regional dispersal of resistant dhps in African Plasmodium falciparum malaria. PLoS Med. 2009, 6: e1000055-10.1371/journal.pmed.1000055.PubMedCentralCrossRefPubMed
18.
go back to reference Vinayak S, Alam MT, Mixson-Hayden T, McCollum AM, Sem R, Shah NK, Lim P, Muth S, Rogers WO, Fandeur T, Barnwell JW, Escalante AA, Wongsrichanalai C, Ariey F, Meshnick SR, Udhayakumar K: Origin and evolution of sulfadoxine resistant Plasmodium falciparum. PLoS Pathog. 2010, 6: e1000830-10.1371/journal.ppat.1000830.PubMedCentralCrossRefPubMed Vinayak S, Alam MT, Mixson-Hayden T, McCollum AM, Sem R, Shah NK, Lim P, Muth S, Rogers WO, Fandeur T, Barnwell JW, Escalante AA, Wongsrichanalai C, Ariey F, Meshnick SR, Udhayakumar K: Origin and evolution of sulfadoxine resistant Plasmodium falciparum. PLoS Pathog. 2010, 6: e1000830-10.1371/journal.ppat.1000830.PubMedCentralCrossRefPubMed
19.
go back to reference Pearce R, Malisa A, Kachur SP, Barnes K, Sharp B, Roper C: Reduced variation around drug-resistant dhf alleles in African Plasmodium falciparum. Mol Biol Evol. 2005, 22: 1834-1844. 10.1093/molbev/msi177.CrossRefPubMed Pearce R, Malisa A, Kachur SP, Barnes K, Sharp B, Roper C: Reduced variation around drug-resistant dhf alleles in African Plasmodium falciparum. Mol Biol Evol. 2005, 22: 1834-1844. 10.1093/molbev/msi177.CrossRefPubMed
20.
go back to reference McCollum AM, Mueller K, Villegas L, Udhayakumar V, Escalante AA: Common origin and fixation of Plasmodium falciparum dhf and dhp mutations associated with sulfadoxine-pyrimethamine resistance in a low-transmission area in South America. Antimicrob Agents Chemother. 2007, 51: 2085-2091. 10.1128/AAC.01228-06.PubMedCentralCrossRefPubMed McCollum AM, Mueller K, Villegas L, Udhayakumar V, Escalante AA: Common origin and fixation of Plasmodium falciparum dhf and dhp mutations associated with sulfadoxine-pyrimethamine resistance in a low-transmission area in South America. Antimicrob Agents Chemother. 2007, 51: 2085-2091. 10.1128/AAC.01228-06.PubMedCentralCrossRefPubMed
21.
go back to reference Nash D, Nair S, Mayxay M, Newton PN, Guthmann JP, Nosten F, Anderson TJ: Selection strength and hitchhiking around two anti-malarial resistance genes. Proc Biol Sci. 2005, 272: 1153-1161. 10.1098/rspb.2004.3026.PubMedCentralCrossRefPubMed Nash D, Nair S, Mayxay M, Newton PN, Guthmann JP, Nosten F, Anderson TJ: Selection strength and hitchhiking around two anti-malarial resistance genes. Proc Biol Sci. 2005, 272: 1153-1161. 10.1098/rspb.2004.3026.PubMedCentralCrossRefPubMed
22.
go back to reference Terlouw DJ, Nahlen BL, Courval JM, Kariuki SK, Rosenberg OS, Oloo AJ, Kolczak MS, Hawley WA, Lal AA, Kuile FO: Sulfadoxine-pyrimethamine in treatment of malaria in Western Kenya: increasing resistance and underdosing. Antimicrob Agents Chemother. 2003, 47: 2929-2932. 10.1128/AAC.47.9.2929-2932.2003.PubMedCentralCrossRefPubMed Terlouw DJ, Nahlen BL, Courval JM, Kariuki SK, Rosenberg OS, Oloo AJ, Kolczak MS, Hawley WA, Lal AA, Kuile FO: Sulfadoxine-pyrimethamine in treatment of malaria in Western Kenya: increasing resistance and underdosing. Antimicrob Agents Chemother. 2003, 47: 2929-2932. 10.1128/AAC.47.9.2929-2932.2003.PubMedCentralCrossRefPubMed
23.
go back to reference Nguyen-Dinh P, Spencer HC, Chemangey-Masaba S, Churchill FC: Susceptibility of Plasmodium falciparum to pyrimethamine and sulfadoxine/pyrimethamine in Kisumu, Kenya. Lancet. 1982, 1: 823-825.CrossRefPubMed Nguyen-Dinh P, Spencer HC, Chemangey-Masaba S, Churchill FC: Susceptibility of Plasmodium falciparum to pyrimethamine and sulfadoxine/pyrimethamine in Kisumu, Kenya. Lancet. 1982, 1: 823-825.CrossRefPubMed
24.
go back to reference Bloland PB, Boriga DA, Ruebush TK, McCormick JB, Roberts JM, Oloo AJ, Hawley W, Lal A, Nahlen B, Campbell CC: Longitudinal cohort study of the epidemiology of malaria infections in an area of intense malaria transmission II. Descriptive epidemiology of malaria infection and disease among children. Am J Trop Med Hyg. 1999, 60: 641-648.PubMed Bloland PB, Boriga DA, Ruebush TK, McCormick JB, Roberts JM, Oloo AJ, Hawley W, Lal A, Nahlen B, Campbell CC: Longitudinal cohort study of the epidemiology of malaria infections in an area of intense malaria transmission II. Descriptive epidemiology of malaria infection and disease among children. Am J Trop Med Hyg. 1999, 60: 641-648.PubMed
25.
go back to reference Beier JC, Perkins PV, Onyango FK, Gargan TP, Oster CN, Whitmire RE, Koech DK, Roberts CR: Characterization of malaria transmission by Anopheles (Diptera: Culicidae) in western Kenya in preparation for malaria vaccine trials. J Med Entomol. 1990, 27: 570-577.CrossRefPubMed Beier JC, Perkins PV, Onyango FK, Gargan TP, Oster CN, Whitmire RE, Koech DK, Roberts CR: Characterization of malaria transmission by Anopheles (Diptera: Culicidae) in western Kenya in preparation for malaria vaccine trials. J Med Entomol. 1990, 27: 570-577.CrossRefPubMed
26.
go back to reference Zhou Z, Poe AC, Limor J, Grady KK, Goldman I, McCollum AM, Escalante AA, Barnwell JW, Udhayakumar V: Pyrosequencing, a high-throughput method for detecting single nucleotide polymorphisms in the dihydrofolate reductase and dihydropteroate synthetase genes of Plasmodium falciparum. J Clin Microbiol. 2006, 44: 3900-3910. 10.1128/JCM.01209-06.PubMedCentralCrossRefPubMed Zhou Z, Poe AC, Limor J, Grady KK, Goldman I, McCollum AM, Escalante AA, Barnwell JW, Udhayakumar V: Pyrosequencing, a high-throughput method for detecting single nucleotide polymorphisms in the dihydrofolate reductase and dihydropteroate synthetase genes of Plasmodium falciparum. J Clin Microbiol. 2006, 44: 3900-3910. 10.1128/JCM.01209-06.PubMedCentralCrossRefPubMed
27.
go back to reference Feil EJ, Li BC, Aanensen DM, Hanage WP, Spratt BG: eBURST: inferring patterns of evolutionary descent among clusters of related bacterial genotypes from multilocus sequence typing data. J Bacteriol. 2004, 186: 1518-1530. 10.1128/JB.186.5.1518-1530.2004.PubMedCentralCrossRefPubMed Feil EJ, Li BC, Aanensen DM, Hanage WP, Spratt BG: eBURST: inferring patterns of evolutionary descent among clusters of related bacterial genotypes from multilocus sequence typing data. J Bacteriol. 2004, 186: 1518-1530. 10.1128/JB.186.5.1518-1530.2004.PubMedCentralCrossRefPubMed
28.
go back to reference Wright S: The interpretation of population structure by F-statistics with special regards to systems of mating. Evolution. 1965, 19: 395-420. 10.2307/2406450.CrossRef Wright S: The interpretation of population structure by F-statistics with special regards to systems of mating. Evolution. 1965, 19: 395-420. 10.2307/2406450.CrossRef
29.
go back to reference Excoffier L, Laval G, Schneider S: Arlequin ver. 3.0: an integrated software package for population genetics data analysis. Evolutionary Bioinformatics Online. 2005, 1: 47-50.PubMedCentral Excoffier L, Laval G, Schneider S: Arlequin ver. 3.0: an integrated software package for population genetics data analysis. Evolutionary Bioinformatics Online. 2005, 1: 47-50.PubMedCentral
30.
go back to reference Park SDE: Trypanotolerance in West African cattle and the population genetic effects of selection. PhD thesis, University of Dublin. 2001 Park SDE: Trypanotolerance in West African cattle and the population genetic effects of selection. PhD thesis, University of Dublin. 2001
31.
go back to reference Raymond M, Rousset F: An exact test for population differentiation. Evolution. 1995, 49: 1280-1283. 10.2307/2410454.CrossRef Raymond M, Rousset F: An exact test for population differentiation. Evolution. 1995, 49: 1280-1283. 10.2307/2410454.CrossRef
32.
go back to reference Maynard Smith J, Haigh J: The hitch-hiking effect of a favourable gene. Genet Res. 1974, 23: 23-35. 10.1017/S0016672300014634.CrossRef Maynard Smith J, Haigh J: The hitch-hiking effect of a favourable gene. Genet Res. 1974, 23: 23-35. 10.1017/S0016672300014634.CrossRef
33.
go back to reference Wiehe T: The effect of selective sweeps on the variance of the allele distribution of a linked multiallele locus: hitchhiking of microsatellites. Theor Popul Biol. 1998, 53: 272-283. 10.1006/tpbi.1997.1346.CrossRefPubMed Wiehe T: The effect of selective sweeps on the variance of the allele distribution of a linked multiallele locus: hitchhiking of microsatellites. Theor Popul Biol. 1998, 53: 272-283. 10.1006/tpbi.1997.1346.CrossRefPubMed
34.
go back to reference Kim Y, Stephan W: Detecting a local signature of genetic hitchhiking along a recombining chromosome. Genetics. 2002, 160: 765-777.PubMedCentralPubMed Kim Y, Stephan W: Detecting a local signature of genetic hitchhiking along a recombining chromosome. Genetics. 2002, 160: 765-777.PubMedCentralPubMed
37.
38.
go back to reference Schneider KA, Kim Y: An analytical model for genetic hitchhiking in the evolution of antimalarial drug resistance. Theor Popul Biol. 2010, 78: 93-108. 10.1016/j.tpb.2010.06.005.PubMedCentralCrossRefPubMed Schneider KA, Kim Y: An analytical model for genetic hitchhiking in the evolution of antimalarial drug resistance. Theor Popul Biol. 2010, 78: 93-108. 10.1016/j.tpb.2010.06.005.PubMedCentralCrossRefPubMed
39.
go back to reference Schneider KA, Kim Y: Approximations for the hitchhiking effect caused by the evolution of antimalarial-drug resistance. J Math Biol. 2011, 62: 789-832. 10.1007/s00285-010-0353-9.PubMedCentralCrossRefPubMed Schneider KA, Kim Y: Approximations for the hitchhiking effect caused by the evolution of antimalarial-drug resistance. J Math Biol. 2011, 62: 789-832. 10.1007/s00285-010-0353-9.PubMedCentralCrossRefPubMed
40.
go back to reference Nzila AM, Mberu EK, Sulo J, Dayo H, Winstanley PA, Sibley CH, Watkins WM: Towards an understanding of the mechanism of pyrimethamine-sulfadoxine resistance in Plasmodium falciparum: genotyping of dihydrofolate reductase and dihydropteroate synthase of Kenyan parasites. Antimicrob Agents Chemother. 2000, 44: 991-996. 10.1128/AAC.44.4.991-996.2000.PubMedCentralCrossRefPubMed Nzila AM, Mberu EK, Sulo J, Dayo H, Winstanley PA, Sibley CH, Watkins WM: Towards an understanding of the mechanism of pyrimethamine-sulfadoxine resistance in Plasmodium falciparum: genotyping of dihydrofolate reductase and dihydropteroate synthase of Kenyan parasites. Antimicrob Agents Chemother. 2000, 44: 991-996. 10.1128/AAC.44.4.991-996.2000.PubMedCentralCrossRefPubMed
41.
go back to reference Hapuarachchi HC, Dayanath MY, Bandara KB, Abeysundara S, Abeyewickreme W, De-Silva NR, Hunt SY, Sibley CH: Point mutations in the dihydrofolate reductase and dihydropteroate synthase genes of Plasmodium falciparum and resistance to sulfadoxine-pyrimethamine in Sri Lanka. Am J Trop Med Hyg. 2006, 74: 198-204.PubMed Hapuarachchi HC, Dayanath MY, Bandara KB, Abeysundara S, Abeyewickreme W, De-Silva NR, Hunt SY, Sibley CH: Point mutations in the dihydrofolate reductase and dihydropteroate synthase genes of Plasmodium falciparum and resistance to sulfadoxine-pyrimethamine in Sri Lanka. Am J Trop Med Hyg. 2006, 74: 198-204.PubMed
42.
go back to reference Nzila A, Ochong E, Nduati E, Gilbert K, Winstanley P, Ward S, Marsh K: Why has the dihydrofolate reductase 164 mutation not consistently been found in Africa yet?. Trans R Soc Trop Med Hyg. 2005, 99: 341-346. 10.1016/j.trstmh.2004.07.002.CrossRefPubMed Nzila A, Ochong E, Nduati E, Gilbert K, Winstanley P, Ward S, Marsh K: Why has the dihydrofolate reductase 164 mutation not consistently been found in Africa yet?. Trans R Soc Trop Med Hyg. 2005, 99: 341-346. 10.1016/j.trstmh.2004.07.002.CrossRefPubMed
43.
go back to reference Pennings PS, Hermisson J: Soft sweeps II-molecular population genetics of adaptation from recurrent mutation or migration. Mol Biol Evol. 2006, 23: 1076-1084. 10.1093/molbev/msj117.CrossRefPubMed Pennings PS, Hermisson J: Soft sweeps II-molecular population genetics of adaptation from recurrent mutation or migration. Mol Biol Evol. 2006, 23: 1076-1084. 10.1093/molbev/msj117.CrossRefPubMed
44.
go back to reference Pennings PS, Hermisson J: Soft sweeps III: the signature of positive selection from recurrent mutation. PLoS Genet. 2006, 2: e186-10.1371/journal.pgen.0020186.PubMedCentralCrossRefPubMed Pennings PS, Hermisson J: Soft sweeps III: the signature of positive selection from recurrent mutation. PLoS Genet. 2006, 2: e186-10.1371/journal.pgen.0020186.PubMedCentralCrossRefPubMed
45.
go back to reference Paget-McNicol S, Saul A: Mutation rates in the dihydrofolate reductase gene of Plasmodium falciparum. Parasitology. 2001, 122: 497-505.CrossRefPubMed Paget-McNicol S, Saul A: Mutation rates in the dihydrofolate reductase gene of Plasmodium falciparum. Parasitology. 2001, 122: 497-505.CrossRefPubMed
46.
go back to reference Joy DA, Feng X, Mu J, Furuya T, Chotivanich K, Krettli AU, Ho M, Wang A, White NJ, Suh E, Beerli P, Su XZ: Early origin and recent expansion of Plasmodium falciparum. Science. 2003, 300: 318-321. 10.1126/science.1081449.CrossRefPubMed Joy DA, Feng X, Mu J, Furuya T, Chotivanich K, Krettli AU, Ho M, Wang A, White NJ, Suh E, Beerli P, Su XZ: Early origin and recent expansion of Plasmodium falciparum. Science. 2003, 300: 318-321. 10.1126/science.1081449.CrossRefPubMed
47.
Metadata
Title
Differences in selective pressure on dhps and dhfr drug resistant mutations in western Kenya
Authors
Andrea M McCollum
Kristan A Schneider
Sean M Griffing
Zhiyong Zhou
Simon Kariuki
Feiko Ter-Kuile
Ya Ping Shi
Laurence Slutsker
Altaf A Lal
Venkatachalam Udhayakumar
Ananias A Escalante
Publication date
01-12-2012
Publisher
BioMed Central
Published in
Malaria Journal / Issue 1/2012
Electronic ISSN: 1475-2875
DOI
https://doi.org/10.1186/1475-2875-11-77

Other articles of this Issue 1/2012

Malaria Journal 1/2012 Go to the issue