Increased pfmdr1 gene copy number and the decline in pfcrt and pfmdr1 resistance alleles in Ghanaian Plasmodium falciparum isolates after the change of anti-malarial drug treatment policy
© Duah et al.; licensee BioMed Central Ltd. 2013
Received: 20 August 2013
Accepted: 28 October 2013
Published: 30 October 2013
With the introduction of artemisinin-based combination therapy (ACT) in 2005, monitoring of anti-malarial drug efficacy, which includes the use of molecular tools to detect known genetic markers of parasite resistance, is important for first-hand information on the changes in parasite susceptibility to drugs in Ghana. This study investigated the Plasmodium falciparum multidrug resistance gene (pfmdr1) copy number, mutations and the chloroquine resistance transporter gene (pfcrt) mutations in Ghanaian isolates collected in seven years to detect the trends in prevalence of mutations.
Archived filter paper blood blots collected from children aged below five years with uncomplicated malaria in 2003–2010 at sentinel sites were used. Using quantitative real-time polymerase chain reaction (qRT-PCR), 756 samples were assessed for pfmdr1 gene copy number. PCR and restriction fragment length polymorphism (RFLP) were used to detect alleles of pfmdr1 86 in 1,102 samples, pfmdr1 184, 1034, 1042 and 1246 in 832 samples and pfcrt 76 in 1,063 samples. Merozoite surface protein 2 (msp2) genotyping was done to select monoclonal infections for copy number analysis.
The percentage of isolates with increased pfmdr1 copy number were 4, 27, 9, and 18% for 2003–04, 2005–06, 2007–08 and 2010, respectively. Significant increasing trends for prevalence of pfmdr1 N86 (×2 = 96.31, p <0.001) and pfcrt K76 (×2 = 64.50, p <0.001) and decreasing trends in pfmdr1 Y86 (×2 = 38.52, p <0.001) and pfcrt T76 (×2 = 43.49, p <0.001) were observed from 2003–2010. The pfmdr1 F184 and Y184 prevalence showed an increasing and decreasing trends respectively but were not significant (×2 = 7.39,p=0.060; ×2 = 7.49, p = 0.057 respectively). The pfmdr1 N86-F184-D1246 haplotype, which is alleged to be selected by artemether-lumefantrine showed a significant increasing trend (×2 = 20.75, p < 0.001).
Increased pfmdr1 gene copy number was observed in the isolates analysed and this finding has implications for the use of ACT in the country although no resistance has been reported. The decreasing trend in the prevalence of chloroquine resistance markers after change of treatment policy presents the possibility for future introduction of chloroquine as prophylaxis for malaria risk groups such as children and pregnant women in Ghana.
Malaria is a childhood killer disease in sub-Saharan Africa. Consequently, the absence of an effective malaria vaccine and low uptake of currently available preventive tools makes chemotherapy a strong pillar of the strategies to control malaria in disease-endemic areas of the world. However, the emergence and spread of clones of Plasmodium falciparum which are resistant to most available anti-malarial drugs makes the control of the disease difficult to achieve. Since the first report of chloroquine-resistant P. falciparum in Thailand and the rapid spread of resistance worldwide, followed by the recommendation by WHO to use artemisinin-based combination therapy (ACT), many countries in malaria-endemic areas have been monitoring anti-malarial drug resistance. Active implementation of malaria surveillance and the exploitation of molecular as well as phenotypic methods to characterize parasite drug susceptibility profiles will expedite the clarification of spatio-temporal drug sensitivity. This will enable early detection of resistance to the artemisinin derivatives and more efficient use of other available anti-malarial drugs.
Chloroquine resistance has been linked to single nucleotide polymorphisms (SNPs) in the P. falciparum transporter gene (pfcrt) on chromosome 7. The level of parasite resistance to this drug is under multilocus/multigenic control. Sets of SNPs in pfcrt codons 72, 74, 75, 76, 97, 152, 163, 220, 271, 326, 356 and 371 were associated with chloroquine resistance in P. falciparum from Southeast Asia, Africa and South America[4–6]. The mutation on codon 76, that results from the substitution of threonine for lysine in the gene sequence is the seminal SNP for producing the resistance phenotype and the most reliable molecular marker of chloroquine resistance among the various mutations identified[5, 6]. In addition there is reported link between T76 and AQ resistance, however the association is comparatively weaker to that of the other aminoquinoline chloroquine[7–11]. Another genetic mechanism of chloroquine resistance is the SNPs in the P. falciparum multidrug-resistance gene (pfmdr 1) on chromosome 5 which encodes a P-glycoprotein homologue-1 multi-drug resistant transporter located in the parasite food vacuole, and is associated with enhanced efflux of the drug from resistant parasites. The pfmdr1 mutations linked to anti-malarial drug resistance occur at codons 86, 184, 1034, 1042 and 1246[12–15]. However, the mutation that occurs as a result of the substitution of asparagine for tyrosine at position 86 is linked with chloroquine resistance[12, 14, 16–19]. Additionally, multiple pfmdr1 SNPs have been associated with susceptibility profiles of many anti-malarial drugs. These SNPs, as well as the gene amplification, may alter substrate specificity for aminoquinolines and arylaminoalcohols promoting P. falciparum resistance to diverse anti-malarials, including chloroquine, mefloquine, quinine and artemisinin derivatives. The Y184F, N1042D and D1246Y mutations are associated with the chloroquine resistance phenotype from samples in Africa, Asia and South America[3, 21, 22]. The pfmdr1 haplotype of N86, F184 and D1246 (NFD) were selected in recrudescence samples after artemether-lumefantrine (AL) treatment suggesting that this haplotype conferred a fitness advantage upon AL pressure. With the introduction of AL use in Tanzania and Mozambique, the trends in NFD prevalence have been shown to be increasing[24–26] which is supports the fact of AL pressure. In addition, the pfmdr1 N86 and pfcrt K76 wild-type alleles are also selected by AL treatment but this observation was not made in the use of artesunate-amodiaquine (AS-AQ) and amodiaquine-sulphadoxine-pyrimethamine (AQ-SP). The pfmdr1 D1246Y and N86Y mutations predict resistance and recrudescence to AQ and quinine in Uganda. The N86Y mutation increases sensitivity to artemisinin and dihydroartemisinin-piperaquine (DHAP). The N86Y, Y184F and N1042D mutations increased susceptibility to aryl-amino-alcohol drugs, including mefloquine, halofantrine, lumefantrine, and artemisinin derivatives[28–32]. In South America, the S1034C, N1042D and D1246Y mutations are associated with quinine resistance and are also implicated in increased sensitivity to artemisinin[34, 35]. The S1034C and N1042D mutations were reported to reduce or abolish resistance to mefloquine.
The pfmdr1 gene expression levels have been considered in the etiology of the parasite resistance to some anti-malarial drugs and it is being explored in epidemiological studies. Increase in pfmdr1 gene copy number has been linked to P. falciparum diminished susceptibility to anti-malarial drugs, such as mefloquine, AS-MQ and AL combinations[36–38]. Although there is no reported correlation of pfmdr1 gene copy number and treatment failure, this marker is important for the prediction of recrudescence with the use of the anti-malarials mentioned above. There is an assertion that pfmdr1 gene copy number rather than the SNPs exercises greater influence in mediating anti-malarial drug resistance to some compounds. This was reported to be due to the fact that many transporter proteins mandate concerted complementary attention to copy number variations (CNV) in mediating anti-malarial activity.
Ghana is a malaria-endemic country using ACT (AS-AQ, AL and DHAP) for the treatment of uncomplicated malaria since 2005. Information from molecular investigations, in addition to in vivo and in vitro analysis, is crucial for early detection and prediction of resistance to the ACT. Before the change of the drug policy in Ghana, the prevalence of the pfcrt T76 mutation and the pfmdr1 Y86 mutation associated with chloroquine resistance ranged from 46 to 98% and 42 to 95%, respectively from five sentinel sites. Due to the Malawian and Kenyan experiences where there was significant decrease in the resistant parasite populations when the drug was withdrawn from use[41, 42], it is expected that a similar phenomenon may occur in Ghana. Thus the continuous monitoring of the prevalence of these mutations in parasites in the country is important. Such information is crucial for consideration of chloroquine as prophylaxis for malaria risk groups like children and pregnant women. With the use of ACT in the country, pfmdr1 copy number determination will help in the early detection of artemisinin derivatives resistance which has implications for chemoprophylactic drug recommendations for natives and travelers from non-endemic regions. This study investigated the prevalence of mutations in pfcrt and pfmdr1 genes as well as the gene copy number of pfmdr1 in clinical isolates collected from nine sentinel sites in Ghana to detect the trends in the prevalence over seven years.
Samples used in this investigation were collected from 2003–2010 from nine sentinel sites in Ghana established for monitoring anti-malarial drug resistance in the country. These sites are located in the three ecological zones of Ghana: Begoro, Bekwai, Hohoe, Sunyani and Tarkwa are located in the tropical forest ecological zone and experience perennial malaria transmission. Navrongo, Wa and Yendi are in the Guinea Savanna ecological zone and experience seasonal malaria transmission. Cape-Coast is in the Coastal Savanna ecological zone and experience perennial malaria transmission.
Blood samples were collected from children aged six to 59 months presenting with uncomplicated malaria at the sentinel sites after the parents or guardians of these children gave informed consent for the children to participate in the study[43–45]. Filter-paper blood blots were made for each child, air-dried and stored in zip-locked bags with silica gel at room temperature until use.
Determination of pfmdr1 gene copy number
In all, 756 filter paper, blood-blot samples collected from 2003–2010 were used for the pfmdr 1 copy number (CN) determination. The real-time quantitative PCR (qRT-PCR) method was used following a published protocol. Parasite DNA was extracted using the QIAamp DNA Blood Mini Kit. The pfmdr1 gene copy number was estimated for all the parasite isolates by the relative ΔΔCt method. The DNA from P. falciparum cell lines 3D7, K1, W2mef and DD2 with copy numbers of 1, 1, 2 and 3–4, respectively were used as references. Samples were run in triplicates for the quantitative PCR and repeated additional times for samples with estimated CN values above 1.5. The estimated CN values were rounded to the nearest integer. For the selection of monoclonal infections from the entire data, the merozoite surface protein 2 (msp2) genotyping analysis was done on all 756 samples for FC27 and IC1 genotypes following published protocols[46, 47]. Monoclonal infections were selected samples with only one msp2 genotype; either FC27 or IC1with one PCR band seen on the electrophoresis gel, which were scored by two people.
Detection of pfmdr1 and pfcrt polymorphisms
In all, 1,102 samples were analysed for the pfmdr1 polymorphisms at codon 86 (asparagine to tyrosine) and 832 samples for codons 184 (tyrosine to phenylalanine), 1034 (serine to cysteine), 1042 (asparagine to aspartic acid) and 1246 (aspartic acid to tyrosine). For pfcrt polymorphism at codon 76 (lysine to threonine), 1,063 samples were analysed. DNA was extracted from the filter-paper blood blots using the Tris EDTA buffer extraction method. PCR followed by restriction fragment length polymorphism (RFLP) was used to detect the mutations using published protocols for pfmdr1 and pfcrt.
The percentage of isolates with increased pfmdr1 gene copy number was determined for each sentinel site for the time points; 2003–04, 2005–06, 2007–08, and 2010. The data were then pooled for the percentage of Ghanaian isolates with increased copy number and the observed trend determined. The prevalence of mutations for pfmdr1 gene codons 86, 184, 1034, 1042 and 1246 and pfcrt codon 76 were determined for each site and an overall data was pooled from the sites for the Ghanaian isolates analysis. The significance of the observed trends in the prevalence of the alleles over the years from 2003 to 2010 was determined using the Chi-squared test for trends (EpiCalc 2000).
Ethical approval for this study was received from the Noguchi Memorial Institute for Medical Research Institutional Review Board (NMIMR IRB) and the United States Naval Medical Research Unit No 3 (NAMRU-3) IRB.
Increased pfmdr1 gene copy number in Ghanaian isolates
Seven-hundred and fifty-six (756) samples were analysed for the detection of pfmdr1 gene copy number. Of these, 47 samples (6.3%) were collected in 2003–2004, 171 (22.7%) were collected in 2005–06, 415 (54.9%) collected in 2007–08, and 121 (16%) collected in 2010. From the MSP2 genotyping analysis done, 53.2% (25/47) of the samples from 2003–04 had either FC27 allele (one PCR band seen) or IC1 allele (one PCR band seen) and, therefore, were termed as monoclonal infections. For the 2005–06, 2007–08 and 2010, 48% (82/171), 63.4% (263/415) and 62.8% (76/121), respectively, had monoclonal infections. The total number of samples with monoclonal infections (as defined with MSP2 genotyping) used in the data analysis from 2003–2010 was 446 (59%) out of the 756 samples analysed.
Estimated pfmdr1 gene copy number of laboratory strains used as controls
No. of RT-PCR runs
Range of estimated CN
Mean estimated CN ± SD
0.76 - 1.40
1.11 ± 0.15
0.79 - 1.41
1.16 ± 0.16
1.86 - 2.34
2.11 ± 0.22
3.43 - 4.06
3.77 ± 0.34
Percentage of isolates with increased pfmdr1 gene copy number in monoclonal infections for each site per year
Decline in the prevalence of pfcrt T76 and pfmdr1 Y86 alleles after change in drug policy
The pfmdr1 codon 86 alleles (N or Y) were detected in 1,102 samples. Of this, 324 (29.4%) samples were collected in 2003–04, 272 (24.6%) were collected in 2005–06, 397 (36%) collected in 2007–08, and 109 (9.9%) in 2010 from the sentinel sites. The prevalence of the resistant allele Y86 for all the individual sites ranged from 48-96% in 2003–04, 31-67% in 2005–06, 36-67% in 2007–08, and 10- 50% in 2010. For the chloroquine-sensitive allele N86, the prevalence ranged from 34-71% in 2003–04, 65-89% in 2005–06, 71-100% in 2007–08, and 80-100% in 2010. A general trend of increase in the prevalence was observed for N86 (×2 = 96.31, p < 0.001) and a decrease in Y86 (×2 = 38.52, p < 0.001) alleles from 2003 to 2010 (Figure 2B).
Prevalence of isolates with pfmdr1 codons 184, 1034, 1042 and 1246 alleles
Pfmdr1 codons 184 (Y and F), 1034 (S and C), 1042 (D and N) and 1246 (D and Y) alleles were detected in 832 samples. Out of this total number, 54 (6.5%) samples were collected in 2003–04, 272 (32.7%) were collected in 2005–06, 397 (47.7%) were collected in 2007–08, and 109 (13.1%) collected in 2010. The ranges of prevalence of the pfmdr1 Y184 for all the sites per year are 22-74% for 2003–04, 18-65% for 2005–06, 30-53% for 2007–08, and 20-60% for 2010. For the pfmdr1 F184 mutant allele, the ranges were 26-78%, 35-82%, 48-70%, and 40-80% for 2003–04, 2005–06, 2007–08, and 2010, respectively. The prevalence of the pfmdr1 codon 184 alleles for all the sites per year is shown Additional file1. The observed increasing trend of F184 and the decreasing trend in the prevalence of Y184 alleles did not reach statistical significance (×2 = 7.39, p = 0.060; ×2 = 7.49, p = 0.057, respectively) (Figure 2C).
The wild type allele of pfmdr1 1034 (S1034) was predominant in the isolates from all the time points. The prevalence of the isolates with the allele was 100% for 2003–04, ranged from 92-100%, 98-100%, and 95-100% for 2005–06, 2007–08 and 2010, respectively. The highest prevalence of the mutant C1034 was 35% and was seen in isolates from Wa (2010). The prevalence of the pfmdr1 codon 1034 alleles for all the sites per year is shown in Additional file1. The prevalence of the alleles was stable through the time points (Figure 2D).
The pfmdr1 N1042 allele, which is the wild type allele, was present in majority of the isolates such that all the samples from 2003–04 had the allele (100%). The prevalence of the allele for 2005–06, 2007–08 and 2010 ranged from 97-100%, 98-100% and 65-100%, respectively. For the mutant allele, D1042, the highest prevalence of 73% was observed in isolates from Begoro (2010). The prevalence of the pfmdr1 codon 1042 alleles for all the sites per year is shown in Additional file1. There was stability in the prevalence of the pfmdr1 codon 1042 alleles over the years (Figure 2E).
The codon 1246 wild type allele was present as the majority allele in the isolates for all the time points. The prevalence ranged for 2003–04, 2005–06, 2007–08 and 2010 from 96-100%, 80-100%, 94-100%, and 75-100%, respectively. For the mutant allele, Y1246, the highest prevalence was 35%, which was observed in the isolates from Cape-Coast (2010). The prevalence of the pfmdr1 codon 1246 alleles for all the sites per year is shown in Additional file1. The prevalence of the alleles was stable over the years (Figure 2F).
In the absence of any reported parasite resistance to ACT in Ghana, the increased pfmdr1 gene copy number observed in this study indicates the possibility of nascent clones of P. falciparum with reduced susceptibility to the artemisinin derivatives in the country. The high frequency of malaria in Ghana, coupled with a solitary reliance on ACT treatment, poses a situation where selection and propagation of drug-resistant lineages is highly possible. The malaria treatment policy was changed in 2005 from the use of chloroquine as first-line drug to the use of AS-AQ, and in 2008, AL and DHAP were added as the first-line drugs for the treatment of uncomplicated malaria in Ghana. The data showed that before the change, 2003–04, only one parasite out of the 25 isolates tested had increased copy number of 2. This outcome, which is expected, reflects the absence of the artemisinin derivatives and mefloquine drug pressure as these drugs were in limited use at that time. However, it is interesting to note that soon after the implementation of the new malaria drug policy in 2005–06, 27% of the isolates showed an increased pfmdr1 gene copy number, which was the highest of the four time points. This observation can be attributed to the drug pressure induced by the increased use of the artesunate, a component in the ACT.
Although there is no evidence data on the use of artesunate in the country before 2005, due to the low sensitivity of parasites to chloroquine then, there was limited use of the drug as monotherapy for the treatment of uncomplicated malaria (Neils B. Quashie, pers comm). After 2005–06 there was a decline from 27% in 2005–6 to 9% in 2007–08 with the introduction of the other two ACT, AL and DHAP. There was an increase from 9% to 18% of isolates with copy number increase in 2010. The observed trend of the parasites with increased copy number at the designated time points in the surveillance is suggestive that there is circulation of parasites with reduced sensitivity to artemisinin derivatives and mefloquine in Ghana. Of the three ecological zones in Ghana, isolates from the three savanna zone areas had the majority with increased gene copy number; Navrongo for 2003–04, Yendi for 2007–08, Wa and Navrongo for 2010. It is, therefore, not surprising that Abuaku and others reported a delayed clearance of parasites with the use of AL, especially with parasites from the savannah zone. This finding adds credence to the assertion that gene copy number variation (CNV) may be the suitable indicator for incipient delays in parasite clearance with the use of ACT. CNV in this case involves the duplication of multi-drug resistance genes which help the parasite to survive under unfavourable drug conditions and as such the pfmdr1 increased copy number is alleged to confer resistance to some ACT and a decrease in the gene copy numbers may confer sensitivity to some anti-malarials[49–51].
The increased pfmdr1 gene copy number being recorded in sub-Saharan Africa can be worrying although it is not a good indicator of ACT sensitivity in SE Asia it is important to monitor the prevalence of this marker in the circulating parasite population. With ACT use and vector control, the expectation of reduction in mortality and morbidity in African children will be dwindled with the emergence and spread of resistant parasites to the newly introduced ACT. Since the first report of ACT resistance in Southeast Asia and the associated pfmdr1 gene copy number, the gradual movement of these parasites into Africa is being seen. Increased pfmdr1 gene copy has been reported in West African countries such as Côte d’Ivoire, Burkina Faso, Togo, Senegal, but not in Nigeria, the Gambia (David J Conway, pers comm), Liberia and Guinea Bissau. Other African countries with reported increased pfmdr1 copy number in isolates includes Kenya, Gabon and Sudan but not in Cameroon and Mozambique.
Chloroquine was the first-line drug for the treatment of uncomplicated malaria in Ghana before the change to the use of ACT. In 2007 Koram's group reported the association between the molecular markers of chloroquine resistance, pfcrt T76 and pfmdr1 Y86 with drug treatment failure in a clinical study. This report together with that from in vivo and in vitro studies ran in parallel, which was made available to the National Malaria Control Programme (NMCP), became one of the basis for treatment policy change in the country. Since then, there has been continuous monitoring of anti-malarial drug resistance in the country using the three aspects of investigation named above. An increasing trend in the prevalence of the pfcrt K76 wild type allele from 19 to 59% from 2005 to 2010 and a decreasing trend for pfcrt T76 from 88 to 56% for the same period were observed. The general observation depicts a decline of pfcrt T76 with and a gradual takeover by K76 after chloroquine was removed in 2005 as the first choice of anti-malarial treatment. This observed trend in Ghana is consistent with observations of decreasing trend of the mutants in Malawi, where the decrease was from 85 to 13% for 1993 to 2000, Kenya, a decrease from 95 to 60% for 1993 to 2006, Senegal, a decrease from 92 to 37% for 2000 to 2010 and Mozambique, from 96 to 32% for 2006 to 2010. The significant decrease in the prevalence of pfcrt T76 in Ghana is indicative of the fitness, which is low for the resistant allele after the selective drug pressure has been withdrawn. This same scenario was observed for pfmdr1 N86Y, where there was a decline in the prevalence of the mutant from 46 to 28% for 2005 to 2010 and an increase in the prevalence of the wild type strains N86 from 77 to 86%. Similar observations have been made in other studies conducted in Africa where K76T and N86Y were investigated concurrently[30, 41, 55]. In this study, there was no significant difference between the prevalence of N86 for 2007–08 and 2010, which were 89 and 86%, respectively. This is indicative of a gradual gaining of stability of these genotypes in the population similar to what was observed by Nzila’s group in Kenya.
Despite the comparatively faster decline of T76 in the population, the Y86 seems to reduce slowly in this investigation. A study conducted in Gabon with isolates collected from 2004 and 2009, showed stability in T76 with 94% in 2004 and 96% in 2009 whilst the Y86 increased from 16 to 31% for 2004 and 2009. The apparent disappearance of the chloroquine-resistant parasites with pfcrt T76 and pfmdr1 Y86 from most of the sub-Saharan Africa malarious areas will help in the re-introduction of the cheapest anti-malarial in combination with an artemisinin derivative. The presence of the mutant parasites with pfcrt T76 and pfmdr1 Y86 is a threat to some of the ACT in use. It is important to note that the prevalence of T76 in 2003–04 was 70% and in the year of implementation of AS-AQ in 2005, the prevalence went up to 88%, which is suggestive that another aminoquinoline, in this case, AQ selected the pfcrt codon 76 mutants. This is similar to observations made in studies conducted in Uganda and Burkina Faso[11, 28, 32]. A report from an in vitro study conducted in Nigeria showed an association between the T76 mutation and decreased susceptibility to artemether. The increasing trend in the prevalence of N86 observed in this study must be closely monitored since this allele is reportedly linked to decreased sensitivity of parasites to lumefantrine and mefloquine and it is also a marker for lumefantrine tolerance. In addition an increasing trend for K76 will create a future problem for ACT use because it has been seen in recrudescent samples after AL use.
The prevalence of the other SNPs of the pfmdr1 gene was also investigated, which included the alleles of codons 184, 1034, 1042 and 1246. The mutant allele of codon 184 is known to be selected after AL use in recrudescent samples[54, 60]. From the results, in 2003–04, the prevalence was about 52% and it reduced to 51% in 2005 and then increased to 62% in 2010. Although the increasing trend of the prevalence of F184 from 2003 to 2010 was not significant, there is an indication of selection of this suggested AL resistance allele. Results from a 2010 study conducted in seven communities in southern Ghana revealed the prevalence of F184 to be about 72%. In the West African region, a report from a study conducted in Senegal also showed the prevalence of 68% in samples collected in 2009–2010. The wild type allele, Y184 was observed to be decreasing in prevalence whilst the other alleles, such as the S1034 wild type allele, were stable over the time points. An increase in the prevalence of the mutant (C1034) was observed for 2010. For the codon 1042 alleles, the wild type N1042 was also stable until a decrease in prevalence (from 100 to 92%) was observed in 2010. The mutant D1042 was also about 19% in 2010 with low to non-existent levels in the previous years. For the codon 1246 alleles, D1246 dropped from 98% in 2003–04 to 90% in 2010 whilst the Y1246 was observed to be gradually increasing 7% in 2003–04 to 14% in 2010. The Y1246 mutant has been linked to quinine failure, as such the use of quinine as second-line drug in Ghana for the treatment of uncomplicated malaria may delay the selection of these mutant parasites. There is more stability in the three pfmdr1 codons 1034, 1042 and 1246 compared to the 86 and 184. The haplotype mutant of pfmdr1 C1034-D1042-Y1246 has been linked to increased sensitivity to artemisinin[34, 35] whilst C1034-D1042 is linked to sensitivity to mefloquine. Furthermore, the Y86-F184-D1042 mutations have been shown to increase the susceptibility of parasites to aryl-amino-alcohol drugs, artemisinin derivatives, mefloquine, halofantrine and lumefantrine[28–32]. As such the stability of these mutants as observed in this study will help maintain the use of ACT in the country. The N86-F184-D1246 haplotype, which was detected in 35% of the isolates in 2003–04, increased significantly to 53% in 2010. Similar trends in prevalence for the NFD haplotype have been reported in Tanzania and Mozambique after the introduction of AL use[24–26]. In addition, this haplotype as well as pfcrt K76 were seen in recrudescent samples after AL use[54, 59]. The NFD haplotype therefore needs to be monitored effectively especially in malarious countries using AL for chemotherapy.
Generally, the observations made in this study with the prevalence of the molecular markers are in line with what is expected before and after the change of the malaria treatment policy. The increase in pfmdr1 gene copy number (although not a good indicator) in some of the isolates, which is linked to susceptibility of artemisinin derivatives, mefloquine, halofantrine and lumefantrine, has implications for ACT use in Ghana. As the chloroquine resistant genotypes decrease in frequency, and subsequently in-vitro data confirms increased susceptibility to the drug, it can be introduced as prophylaxis for malaria risk groups, such as children and pregnant women. The findings draw attention to the need to continually monitor molecular markers of all the anti-malarial drugs currently in use in Ghana to allow for early detection of reduced or increased parasite susceptibility to the drugs. It must be stressed that findings from this study have given some insight into the genetic background of the parasites in circulation in Ghana. This will enable genuine conjuncture into the future of malaria in the country in the context of the SNPs of anti-malarial drug resistance and the potential effect of the increasing trends of the drug-resistant parasite populations. Further monitoring of these markers are ongoing in Ghana for ACT efficacy, including both in vivo and in vitro studies.
The Global Emerging Infections Surveillance and Response System (GEIS), a Division of the Armed Forces Health Surveillance Center (AFHSC) (Project no. C0437_11_N3) funded the molecular aspect of this work. The field work, which included the collection of the samples used in this study, was funded by the WHO/Multilateral Initiative in Malaria (MIM) (Project no. 980034) and the Global Fund for TB, Aids and Malaria/National Malaria Control Programme. The authors are grateful to Ms Lydia Quaye and Mr John Fenteng for coordinating field work activities. The training given to Dziedzom deSouza on pfmdr1 copy number determination at Dr Venkatachalam Udhayakumar’s laboratory at the Malaria Branch, Division of Parasitic Diseases and Malaria, CDC, Atlanta, USA is greatly appreciated.
- Kain KC, Gopinath R, Yau Y, Temahivong T, Wongsrichanalai C: In vivo response of falciparum malaria to chloroquine in Southern Thailand. J Infect Dis. 1994, 170: 258-259. 10.1093/infdis/170.1.258.View ArticlePubMedGoogle Scholar
- Fidock DA, Nomura T, Talley AK: Mutations in the Plasmodium falciparum digestive vacuole transmembrane protein Pfcrt and evidence for their role in chloroquine resistance. Mol Cell. 2000, 6: 861-871. 10.1016/S1097-2765(05)00077-8.PubMed CentralView ArticlePubMedGoogle Scholar
- Setthaudom C, Tan-ariya P, Sitthichot N, Khositnithikul R, Suwandittakul N, Leelayoova S, Mungthin M: Role of Plasmodium falciparum chloroquine resistance transporter and multidrug resistance 1 genes on in vitro chloroquine resistance in isolates of Plasmodium falciparum from Thailand. Am J Trop Med Hyg. 2011, 85: 606-611. 10.4269/ajtmh.2011.11-0108.PubMed CentralView ArticlePubMedGoogle Scholar
- Ibrahim ML, Steenkeste N, Khim N, Adam HH, Konaté L, Coppée JY, Ariey F, Duchemin JB: Field-based evidence of fast and global increase of Plasmodium falciparum drug-resistance by DNA-microarrays and PCR/RFLP in Niger. Malar J. 2009, 8: 32-10.1186/1475-2875-8-32.PubMed CentralView ArticlePubMedGoogle Scholar
- Djimde A, Doumbo OK, Cortese JF, Kayentao K, Doumbo S, Diourte Y, Dicko A, Su X-Z, Nomura T, Fidock DA, Wellems TE, Plowe CV: A molecular marker for chloroquine-resistant falciparum malaria. N Eng J Med. 2001, 344: 257-263. 10.1056/NEJM200101253440403.View ArticleGoogle Scholar
- Plowe CV, Wellems TE: Detection of mutations in a putative Plasmodium falciparum transporter linked to chloroquine resistance. Report for the WHO Workshop on Markers of Antimalarial Drug Resistance. 1999Google Scholar
- Danquah I, Coulibaly B, Meissner P, Petruschke I, Müller O, Mockenhaupt FP: Selection of pfmdr1 and pfcrt alleles in amodiaquine treatment failure in north-western Burkina Faso. Acta Trop. 2010, 111: 63-66.View ArticleGoogle Scholar
- Dokomajilar C, Lankoande ZM, Dorsey G, Zongo I, Ouedraogo JB, Rosenthal PJ: Roles of specific Plasmodium falciparum mutations in resistance to amodiaquine and sulfadoxine-pyrimethamine in Burkina Faso. Am J Trop Med Hyg. 2006, 75: 162-165.PubMedGoogle Scholar
- Holmgren G, Björkman A, Gil JP: Amodiaquine resistance is not related to rare findings of pfmdr1 gene amplifications in Kenya. Trop Med Int Health. 2006, 11: 1808-1812. 10.1111/j.1365-3156.2006.01742.x.View ArticlePubMedGoogle Scholar
- Ochong EO, van den Broek IV, Keus K, Nzila A: Association between chloroquine and amodiaquine resistance and allelic variation in the Plasmodium falciparum multiple drug resistance 1 gene and the chloroquine resistance transporter gene in isolates from the upper Nile in southern Sudan. Am J Trop Med Hyg. 2003, 69: 184-187.PubMedGoogle Scholar
- Tinto H, Guekoun L, Zongo I, Guiguemdé RT, D'Alessandro U, Ouédraogo JB: Chloroquine-resistance molecular markers (Pfcrt T76 and Pfmdr-1 Y86) and amodiaquine resistance in Burkina Faso. Trop Med Int Health. 2008, 13: 238-240. 10.1111/j.1365-3156.2007.01995.x.View ArticlePubMedGoogle Scholar
- Foote SJ, Kyle DE, Martin RK, Oduola AMJ, Forsyth K, Kemp DJ, Cowman AF: Several alleles of the multidrug resistance gene are closely linked to chloroquine resistance in Plasmodium falciparum. Nature. 1990, 345: 255-258. 10.1038/345255a0.View ArticlePubMedGoogle Scholar
- Duraisingh MT, Jones P, Sambou I, von Seidlein L, Pinder M, Warhurst DC: The tyrosine-86 allele of the pfmdr1 gene of Plasmodium falciparum is associated with increased sensitivity to the anti-malarials mefloquine and artemisinin. Mol Biochem Parasitol. 2000, 108: 13-23. 10.1016/S0166-6851(00)00201-2.View ArticlePubMedGoogle Scholar
- Wellems TE, Panton LJ, Gluzman IY, Do Rosario VE, Gwadz RW, Walker-Jonah A, Krogstad DJ: Chloroquine resistance linked to mdr-like genes in a Plasmodium falciparum cross. Nature. 1990, 345: 253-255. 10.1038/345253a0.View ArticlePubMedGoogle Scholar
- Wellems TE, Walker-Jonah A, Panton LJ: Genetic mapping of the chloroquine-resistance locus on Plasmodium falciparum chromosome 7. Proc Natl Acad Sci U S A. 1991, 88: 3382-3386. 10.1073/pnas.88.8.3382.PubMed CentralView ArticlePubMedGoogle Scholar
- Duah NO, Wilson MD, Ghansah A, Abuaku B, Edoh D, Quashie NB, Koram KA: Mutations in Plasmodium falciparum chloroquine resistance transporter and multidrug resistance genes, and treatment outcomes in Ghanaian children with uncomplicated malaria. J Trop Pediatr. 2007, 53: 27-31.View ArticlePubMedGoogle Scholar
- Duraisingh MT, Drakeley CJ, Muller O, Bailey R, Snounou G, Targett GA, Greenwood BM, Warhurst DC: Evidence for selection for the tyrosine-86 allele of the pfmdr 1 gene of Plasmodium falciparum by chloroquine and amodiaquine. Parasitol. 1997, 114: 205-211. 10.1017/S0031182096008487.View ArticleGoogle Scholar
- Khalil IF, Alifrangis M, Tarimo DS, Staalsø T, Satti GM, Theander TG, Rønn AM, Bygbjerg IC: The roles of the pfcrt 76 T and pfmdr1 86Y mutations, immunity and the initial level of parasitaemia, in predicting the outcome of chloroquine treatment in two areas with different transmission intensities. Ann Trop Med Parasitol. 2005, 99: 441-448. 10.1179/136485905X46441.View ArticlePubMedGoogle Scholar
- Babiker HA, Pringle SJ, Abdel-Muhsin A, Mackinnon M, Hunt P, Walliker D: High-level chloroquine resistance in Sudanese isolates of Plasmodium falciparum is associated with mutations in the chloroquine resistance transporter gene pfcrt and the multidrug resistance Gene pfmdr1. J Infect Dis. 2001, 183: 1535-1538. 10.1086/320195.View ArticlePubMedGoogle Scholar
- Pillai DR, Lau R, Khairnar K, Lepore R, Via A, Staines HM, Krishna S: Artemether resistance in vitro is linked to mutations in PfATP6 that also interact with mutations in PfMDR1 in travellers returning with Plasmodium falciparum infections. Malar J. 2012, 11: 131-10.1186/1475-2875-11-131.PubMed CentralView ArticlePubMedGoogle Scholar
- Ménard D, Yapou F, Manirakiza A, Djalle D, Matsika-Claquin MD, Talarmin A: Polymorphisms in pfcrt, pfmdr1, dhfr genes and in vitro responses to antimalarials in Plasmodium falciparum isolates from Bangui, Central African Republic. Am J Trop Med Hyg. 2006, 75: 381-387.PubMedGoogle Scholar
- Pickard AL, Wongsrichanalai C, Purfield A, Kamwendo D, Emery K, Zalewski C, Kawamoto F, Miller RS, Meshnick SR: Resistance to antimalarials in Southeast Asia and genetic polymorphisms in pfmdr1. Antimicrob Agents Chemother. 2003, 47: 2418-2423. 10.1128/AAC.47.8.2418-2423.2003.PubMed CentralView ArticlePubMedGoogle Scholar
- Happi CT, Gbotosho GO, Folarin OA, Sowunmi A, Hudson T, O'Neil M, Milhous W, Wirth DF, Oduola AM: Selection of Plasmodium falciparum multidrug resistance gene 1 alleles in asexual stages and gametocytes by artemether-lumefantrine in Nigerian children with uncomplicated falciparum malaria. Antimicrob Agents Chemother. 2009, 53: 888-895. 10.1128/AAC.00968-08.PubMed CentralView ArticlePubMedGoogle Scholar
- Malmberg M, Ngasala B, Ferreira PE, Larsson E, Jovel I, Hjalmarsson A, Petzold M, Premji Z, Gil JP, Bjorkman A, Martensson A: Temporal trends of molecular markers associated with artemether-lumefantrine tolerance/resistance in Bagamoyo district, Tanzania. Malar J. 2013, 12: 103-10.1186/1475-2875-12-103.PubMed CentralView ArticlePubMedGoogle Scholar
- Thomsen TT, Ishengoma DS, Mmbando BP, Lusingu JP, Vestergaard LS, Theander TG, Lemnge MM, Bygbjerg IC, Alifrangis M: Prevalence of single nucleotide polymorphisms in the Plasmodium falciparum multidrug resistance gene (Pfmdr-1) in Korogwe District in Tanzania before and after introduction of artemisinin-based combination therapy. Am J Trop Med Hyg. 2011, 85: 979-983. 10.4269/ajtmh.2011.11-0071.PubMed CentralView ArticlePubMedGoogle Scholar
- Thomsen TT, Madsen LB, Hansson HH, Tomas EV, Charlwood D, Bygbjerg IC, Alifrangis M: Rapid selection of Plasmodium falciparum chloroquine resistance transporter gene and multidrug resistance gene-1 haplotypes associated with past chloroquine and present artemether-lumefantrine use in Inhambane District, southern Mozambique. Am J Trop Med Hyg. 2013, 88: 536-541. 10.4269/ajtmh.12-0525.PubMed CentralView ArticlePubMedGoogle Scholar
- Menard S, Morlais I, Tahar R, Sayang C, Mayengue PI, Iriart X, Benoit-Vical F, Lemen B, Magnaval JF, Awono-Ambene P, Basco LK, Berry A: Molecular monitoring of Plasmodium falciparum drug susceptibility at the time of the introduction of artemisinin-based combination therapy in Yaoundé. Cameroon: implications for the future. Malar J. 2012, 11: 113-PubMedGoogle Scholar
- Nsobya SL, Kiggundu M, Nanyunja S, Joloba M, Greenhouse B, Rosenthal PJ: In vitro sensitivities of Plasmodium falciparum to different antimalarial drugs in Uganda. Antimicrob Agents Chemother. 2010, 54: 1200-1206. 10.1128/AAC.01412-09.PubMed CentralView ArticlePubMedGoogle Scholar
- Uhlemann AC, McGready R, Ashley EA, Brockman A, Singhasivanon P, Krishna S, White NJ, Nosten F, Price RN: Intrahost selection of Plasmodium falciparum pfmdr1 alleles after antimalarial treatment on the northwestern border of Thailand. J Infect Dis. 2007, 195: 134-141. 10.1086/509809.PubMed CentralView ArticlePubMedGoogle Scholar
- Wurtz N, Fall B, Pascual A, Diawara S, Sow K, Baret E, Diatta B, Fall KB, Mbaye PS, Fall F, Diémé Y, Rogier C, Bercion R, Briolant S, Wade B, Pradines B: Prevalence of molecular markers of Plasmodium falciparum drug resistance in Dakar. Senegal. Malar J. 2012, 11: 197-10.1186/1475-2875-11-197.View ArticlePubMedGoogle Scholar
- Nkhoma S, Nair S, Mukaka M, Molyneux ME, Ward SA, Anderson TJ: Parasites bearing a single copy of the multi-drug resistance gene (pfmdr-1) with wild-type SNPs predominate amongst Plasmodium falciparum isolates from Malawi. Acta Trop. 2009, 111: 76-81.View ArticleGoogle Scholar
- Nawaz F, Nsobya SL, Kiggundu M, Joloba M, Rosenthal PJ: Selection of parasites with diminished drug susceptibility by amodiaquine-containing antimalarial regimens in Uganda. J Infect Dis. 2009, 200: 1650-1657. 10.1086/647988.PubMed CentralView ArticlePubMedGoogle Scholar
- Meng H, Zhang R, Yang H, Fan Q, Su X, Miao J, Cui L, Yang Z: In vitro sensitivity of Plasmodium falciparum clinical isolates from the China-Myanmar border area to quinine and association with polymorphism in the Na+/H + exchanger. Antimicrob Agents Chemother. 2010, 54: 4306-4313. 10.1128/AAC.00321-10.PubMed CentralView ArticlePubMedGoogle Scholar
- Chavchich M, Gerena L, Peters J, Chen N, Cheng Q, Kyle DE: Role of pfmdr1 amplification and expression in induction of resistance to artemisinin derivatives in Plasmodium falciparum. Antimicrob Agents Chemother. 2010, 54: 2455-2464. 10.1128/AAC.00947-09.PubMed CentralView ArticlePubMedGoogle Scholar
- Mungthin M, Khositnithikul R, Sitthichot N, Suwandittakul N, Wattanaveeradej V, Ward SA, Na-Bangchang K: Association between the pfmdr1 gene and in vitro artemether and lumefantrine sensitivity in Thai isolates of Plasmodium falciparum. Am J Trop Med Hyg. 2010, 83: 1005-1009. 10.4269/ajtmh.2010.10-0339.PubMed CentralView ArticlePubMedGoogle Scholar
- Price RN, Uhlemann AC, Brockman A, McGready R, Ashley E, Phaipun L, Patel R, Laing K, Looareesuwan S, White NJ, Nosten F, Krishna S: Mefloquine resistance in Plasmodium falciparum and increased pfmdr1 gene copy number. Lancet. 2004, 364: 438-447. 10.1016/S0140-6736(04)16767-6.PubMed CentralView ArticlePubMedGoogle Scholar
- Price RN, Cassar C, Brockman A, Duraisingh M, van Vugt M, White NJ, Nosten F, Krishna S: The pfmdr1 gene is associated with a multidrug-resistant phenotype in Plasmodium falciparum from the western border of Thailand. Antimicrob Agents Chemother. 1999, 43: 2943-2949.PubMed CentralPubMedGoogle Scholar
- Wilson CM, Volkman SK, Thaithong S, Martin RK, Kyle DE, Milhous WK, Wirth DF: Amplification of pfmdr 1 associated with mefloquine and halofantrine resistance in Plasmodium falciparum from Thailand. Mol Biochem Parasitol. 1993, 57: 151-160. 10.1016/0166-6851(93)90252-S.View ArticlePubMedGoogle Scholar
- Na-Bangchang K, Muhamad P, Ruaengweerayut R, Chaijaroenkul W, Karbwang J: Identification of resistance of Plasmodium falciparum to artesunate-mefloquine combination in an area along the Thai-Myanmar border: integration of clinico-parasitological response, systemic drug exposure, and in vitro parasite sensitivity. Malar J. 2013, 12: 263-10.1186/1475-2875-12-263.PubMed CentralView ArticlePubMedGoogle Scholar
- Anderson TJ, Nair S, Qin H, Singlam S, Brockman A, Paiphun L, Nosten F: Are transporter genes other than the chloroquine resistance locus (pfcrt) and multidrug resistance gene (pfmdr) associated with antimalarial drug resistance?. Antimicrob Agents Chemother. 2005, 49: 2180-2188. 10.1128/AAC.49.6.2180-2188.2005.PubMed CentralView ArticlePubMedGoogle Scholar
- Kublin JG, Cortese JF, Njunju EM, Mukadam RA, Wirima JJ, Kazembe PN, Djimdé AA, Kouriba B, Taylor TE, Plowe CV: Reemergence of chloroquine-sensitive Plasmodium falciparum malaria after cessation of chloroquine use in Malawi. J Infect Dis. 2003, 187: 1870-1875. 10.1086/375419.View ArticlePubMedGoogle Scholar
- Mwai L, Ochong E, Abdirahman A, Kiara SM, Ward S, Kokwaro G, Sasi P, Marsh K, Borrmann S, Mackinnon M, Nzila A: Chloroquine resistance before and after its withdrawal in Kenya. Malar J. 2009, 8: 106-10.1186/1475-2875-8-106.PubMed CentralView ArticlePubMedGoogle Scholar
- Abuaku B, Duah N, Quaye L, Quashie N, Koram K: Therapeutic efficacy of artemether-lumefantrine combination in the treatment of uncomplicated malaria among children under five years of age in three ecological zones in Ghana. Malar J. 2012, 11: 388-10.1186/1475-2875-11-388.PubMed CentralView ArticlePubMedGoogle Scholar
- Koram K, Quaye L, Abuaku B: Efficacy of amodiaquine/artesunate combination therapy for uncomplicated malaria in children under five years in Ghana. Ghana Med J. 2008, 42: 55-60.PubMed CentralPubMedGoogle Scholar
- Koram KA, Abuaku B, Duah N, Quashie N: Comparative efficacy of antimalarial drugs including ACTs in the treatment of uncomplicated malaria among children under 5 years in Ghana. Acta Trop. 2005, 95: 194-203. 10.1016/j.actatropica.2005.06.018.View ArticlePubMedGoogle Scholar
- Enosse S, Dobaño C, Quelhas D, Aponte JJ, Lievens M, Leach A, Sacarlal J, Greenwood B, Milman J, Dubovsky F, Cohen J, Thompson R, Ballou WR, Alonso PL, Conway DJ, Sutherland CJ: RTS, S/AS02A malaria vaccine does not induce parasite CSP T cell epitope selection and reduces multiplicity of infection. PLoS Clin Trials. 2006, 1: e5-10.1371/journal.pctr.0010005.PubMed CentralView ArticlePubMedGoogle Scholar
- Snounou G, Zhu X, Siripoon N, Jarra W, Thaithong S, Brown KN, Viriyakosol S: Biased distribution of msp1 and msp2 allelic variants in Plasmodium falciparum populations in Thailand. Trans R Soc Trop Med Hyg. 1999, 93: 369-374. 10.1016/S0035-9203(99)90120-7.View ArticlePubMedGoogle Scholar
- Bereczky S, Martensson A, Gil JP, Farnert A: Rapid DNA extraction from archive blood spots on filter paper for genotyping of Plasmodium falciparum. Am J Trop Med Hyg. 2005, 72: 249-251.PubMedGoogle Scholar
- Price RN, Uhlemann AC, van Vugt M, Brockman A, Hutagalung R, Nair S, Nash D, Singhasivanon P, Anderson TJ, Krishna S, White NJ, Nosten F: Molecular and pharmacological determinants of the therapeutic response to artemether-lumefantrine in multidrug-resistant Plasmodium falciparum malaria. Clin Infect Dis. 2006, 42: 1570-1577. 10.1086/503423.PubMed CentralView ArticlePubMedGoogle Scholar
- Sidhu AB, Uhlemann AC, Valderramos SG, Valderramos JC, Krishna S, Fidock DA: Decreasing pfmdr1 copy number in Plasmodium falciparum malaria heightens susceptibility to mefloquine, lumefantrine, halofantrine, quinine, and artemisinin. J Infect Dis. 2006, 194: 528-535. 10.1086/507115.PubMed CentralView ArticlePubMedGoogle Scholar
- Uhlemann AC, Krishna S: Antimalarial multi-drug resistance in Asia: mechanisms and assessment. Curr Top Microbiol Immunol. 2005, 295: 39-53. 10.1007/3-540-29088-5_2.PubMedGoogle Scholar
- Witkowski B, Iriart X, Soh PN, Menard S, Alvarez M, Naneix-Laroche V, Marchou B, Magnaval JF, Benoit-Vical F, Berry A: Pfmdr1 amplification associated with clinical resistance to mefloquine in West Africa: implications for efficacy of artemisinin combination therapies. J Clin Microbiol. 2010, 48: 3797-3799. 10.1128/JCM.01057-10.PubMed CentralView ArticlePubMedGoogle Scholar
- Ursing J, Kofoed PE, Rombo L, Gil JP: No pfmdr1 amplifications in samples from Guinea-Bissau and Liberia collected between 1981 and 2004. J Infect Dis. 2006, 194: 716-719.View ArticlePubMedGoogle Scholar
- Gadalla NB, Adam I, Elzaki SE, Bashir S, Mukhtar I, Oguike M, Gadalla A, Mansour F, Warhurst D, El-Sayed BB, Sutherland CJ: Increased pfmdr1 copy number and sequence polymorphisms in Plasmodium falciparum isolates from Sudanese malaria patients treated with artemether-lumefantrine. Antimicrob Agents Chemother. 2011, 55: 5408-5411. 10.1128/AAC.05102-11.PubMed CentralView ArticlePubMedGoogle Scholar
- Raman J, Mauff K, Muianga P, Mussa A, Maharaj R, Barnes KI: Five years of antimalarial resistance marker surveillance in Gaza Province, Mozambique, following artemisinin-based combination therapy roll out. PLoS One. 2011, 6: e25992-10.1371/journal.pone.0025992.PubMed CentralView ArticlePubMedGoogle Scholar
- Quashie NB, Duah NO, Abuaku B, Koram KA: The in-vitro susceptibilities of Ghanaian Plasmodium falciparum to antimalarial drugs. Ann Trop Med Parasitol. 2007, 101: 391-398. 10.1179/136485907X176553.View ArticlePubMedGoogle Scholar
- Lekana-Douki JB, Dinzouna Boutamba SD, Zatra R, Zang Edou SE, Ekomy H, Bisvigou U, Toure-Ndouo FS: Increased prevalence of the Plasmodium falciparum Pfmdr1 86N genotype among field isolates from Franceville, Gabon after replacement of chloroquine by artemether-lumefantrine and artesunate-mefloquine. Infect Genet Evol. 2011, 11: 512-517. 10.1016/j.meegid.2011.01.003.View ArticlePubMedGoogle Scholar
- Bustamante C, Folarin OA, Gbotosho GO, Batista CN, Mesquita EA, Brindeiro RM, Tanuri A, Struchiner CJ, Sowunmi A, Oduola A, Wirth DF, Zalis MG, Happi CT:In vitro-reduced susceptibility to artemether inP.falciparumand its association with polymorphisms on transporter genes.J Infect Dis. 2012, 206: 324-332. 10.1093/infdis/jis359.PubMed CentralView ArticlePubMedGoogle Scholar
- Sisowath C, Strömberg J, Mårtensson A, Msellem M, Obondo C, Björkman A, Gil JP: In vivo selection of Plasmodium falciparum pfmdr1 86 N coding alleles by artemether-lumefantrine (Coartem). J Infect Dis. 2005, 191: 1014-1017. 10.1086/427997.View ArticlePubMedGoogle Scholar
- Zeile I, Gahutu JB, Shyirambere C, Steininger C, Musemakweri A, Sebahungu F, Karema C, Harms G, Eggelte TA, Mockenhaupt FP: Molecular markers of Plasmodium falciparum drug resistance in southern highland Rwanda. Acta Trop. 2012, 121: 50-54. 10.1016/j.actatropica.2011.09.009.View ArticlePubMedGoogle Scholar
- Kwansa-Bentum B, Ayi I, Suzuki T, Otchere J, Kumagai T, Anyan WK, Osei JH, Asahi H, Ofori MF, Akao N, Wilson MD, Boakye DA, Ohta N: Plasmodium falciparum isolates from southern Ghana exhibit polymorphisms in the SERCA-type PfATPase6 though sensitive to artesunate in vitro. Malar J. 2011, 10: 187-10.1186/1475-2875-10-187.PubMed CentralView ArticlePubMedGoogle Scholar
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