Single Nucleotide Polymorphisms (SNPs) in the Pfmdr1, and Pfcrt, genes of Plasmodium falciparum may confer resistance to a number of anti-malaria drugs. Pfmdr1 86Y and haplotypes at Pfcrt 72-76 have been linked to chloroquine (CQ) as well as amodiaquine (AQ) resistance. mefloquine (MQ) and lumefantrine (LU) sensitivities are linked to Pfmdr1 86Y. Additionally, Pfcrt K76 allele carrying parasites have shown tolerance to LU. We investigated the association between Pfmdr1 86/Pfcrt 72-76 and P. falciparum resistance to CQ, AQ, MQ and LU using field samples collected during 2008–2011 from malaria endemic sites in western Kenya. Genomic DNA from these samples was genotyped to examine SNPs and haplotypes in Pfmdr1 and Pfcrt respectively. Additionally, immediate ex vivo and in vitro drug sensitivity profiles were assessed using the malaria SYBR Green I fluorescence-based assay. We observed a rapid but steady percent increase in wild-type parasites with regard to both Pfmdr1 and Pfcrt between 2008 and 2011 (p<0.0001). Equally, a significant reciprocate decrease in AQ and CQ median IC50 values occurred (p<0.0001) during the same period. Thus, the data in this study point to a significantly rapid change in parasite response to AQ and CQ in the study period. This may be due to releasing of drug pressure on the parasite from reduced use of AQ in the face of increased Artemisinin (ART) Combination Therapy (ACT) administration following the intervention of the Global Fund in 2008. LU has been shown to select for 76K genotypes, thus the observed increase in 76K genotypes coupled with significant cross resistance between LU and MQ, may herald emergence of tolerance against both drugs in future.
Citation: Eyase FL, Akala HM, Ingasia L, Cheruiyot A, Omondi A, Okudo C, et al. (2013) The Role of Pfmdr1 and Pfcrt in Changing Chloroquine, Amodiaquine, Mefloquine and Lumefantrine Susceptibility in Western-Kenya P. falciparum Samples during 2008–2011. PLoS ONE 8(5): e64299. https://doi.org/10.1371/journal.pone.0064299
Editor: Thomas J. Templeton, Weill Cornell Medical College, United States of America
Received: January 9, 2013; Accepted: April 11, 2013; Published: May 13, 2013
This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.
Funding: This work was funded by the Armed Forces Health Surveillance Center (AFHSC-GEIS). The funders had no role in study design, data collection and analysis decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Until 1998, CQ was the drug of choice in Kenya due to its efficiency in tackling the malaria menace. However, resistance developed against CQ leading to replacement with the sulfadoxine/pyrimethamine (S/P) combination. Soon thereafter resistance also developed against SP  and was in turn replaced in 2006 with artemisinin (ART)-based derivatives as the primary malaria treatment medicine. Prior to the widespread adoption of ART based drugs, there was significant use of amodiaquine (AQ) as an over-the-counter medication because widespread resistance to S/P was observed clinically in Kenya . Mono-therapies are highly susceptible to the development of resistance as exemplified by the recent emergence of resistance to artesunate monotherapy on the Thai-Cambodia border , . Consequently antimalarial combination therapies have been adopted the world over in an effort to protect the available antiplasmodial drugs . Currently in Kenya, ART combination therapy (ACT) is advocated for the treatment of uncomplicated malaria . Some of the ACTs that have shown efficacy include artemether-lumefantrine (AL), which is the current first-line antimalarial in Kenya, artesunate-mefloquine  and artesunate-amodiaquine (ASAQ) . Combination therapy is preferred because a short half life drug such as an ART derivative clears most of the parasites. Thus, even those parasites that may possess a level of resistance to the longer half life partner drug are killed. In reciprocity, the longer acting partner drug such as LU protects its partner by killing any residual parasites . However, there is a potential time window–after the shorter half-life partner has been metabolized and only the longer life partner drug is circulating at low levels–when malaria reinfection may initiate the selection of drug resistance to the partner long-life drug.
The molecular mechanisms behind multidrug resistance by P. falciparum remain largely unknown. However, polymorphisms within the Pfmdr1 gene that encodes a trans-membrane homologue of the PGH1 protein have been implicated. The main implicated Pfmdr1 SNPs include N86Y, Y184F, S1034C, N1042D . Some of the drugs affected by SNPs in Pfmdr1 include AQ, LU, ART, MQ, and CQ. Resistance to AQ and its metabolite DEAQ has been linked to mutations in Pfmdr1 , . Whereas resistance to AQ has been extensively reported in South America , , this drug has remained relatively effective in Africa, especially as a viable partner drug for ART . The selection by the AL combination for Pfmdr1 alleles has recently been observed . Pfmdr1 N86 has also been associated with increased tolerance to the artemether and LU drugs separately , , . Moreover, there are indications that Pfmdr1 gene amplification may cause resistance to ART , . Overall, amplification of the Pfmdr1 gene leads to mefloquine resistance , . Even though MQ has been adopted as partner drug to artemisinin, it has been observed to select for the wild type Pfmdr1 N86 . On the other hand, parasites with the mutant 86Y show increased sensitivity to MQ . Pfmdr1 involvement in CQ resistance has been suggested to be secondary to Pfcrt , . Nevertheless, CQ selects for parasites with Pfmdr1 86Y mutation , thus showing an inverse relationship with MQ. Differences in CQ IC50s of isolates with the same Pfmdr1 and Pfcrt mutation profiles have been observed, indicating that there are other mechanisms besides those associated with the Pfmdr1 and Pfcrt genes, involved in CQ resistance .
Mutations in Pfcrt are associated with CQ, AQ, and LU resistance; specifically, the Pfcrt 72-76 CVIET and SVMNT haplotypes have been implicated. The 76T point mutation is the main marker for CQ resistance, while the SVMNT haplotype is required for resistance against AQ. In the case of CQ, the mutated export protein loses a positive charge and, therefore, has ability to transport protonated CQ from the food vacuole . In Malawi, a rapid decrease in parasites carrying 76T was observed after the official discontinuation of CQ use . Parasites carrying the CVIET haplotype are moderately resistant to AQ and highly resistant to CQ. Inversely, parasites carrying the SVMNT haplotype are highly resistant to AQ, but only moderately resistant to CQ . Additionally Pfcrt K76 has been linked to emerging LU tolerance , , .
Full implementation of the use of Coartem™, a fixed dose AL combination, as the official first-line antimalarial therapy in Kenya was achieved beginning 2008. Consequently, we examined Pfmdr1 codon 86, Pfcrt codon 76, and the Pfcrt 72-76 haplotypes, in samples from Kisumu, Kisii and Kericho districts of western-Kenya, in relation to in vitro drug responses beginning 2008 until 2011. We hypothesized that, the current policy change had major implications on other drugs that had been in use until and during the time of the policy change. Therefore the relevance of the malaria genotypic and phenotypic sensitivity data for western Kenya as a result of the ACT policy implementation will be discussed.
Materials and Methods
Ethics Statement, Study Protocol, Sites and Subjects
The study protocol was approved by the Kenya Medical Research Institute (KEMRI, Protocol # 1300) and Walter Reed Army Institute of Research (WRAIR, Protocol # 1384) institutional review boards. Field isolates were obtained from Kenya Ministry of Health facilities, namely Kisumu, Kisii and Kericho district hospitals. We enrolled subjects attending outpatient clinics between 2008 and 2011, who were at least 6 months old and were suspected to have un-complicated P. falciparum malaria. Written informed consent was obtained from adult subjects (≥ 18 years old) or assent from legal guardians for subjects < 18 years old. The study excluded patients who had been treated for malaria in the 2 weeks preceding a visit to the clinic. Migrant patients were also excluded from participating in the study.
Sample Collection and Preparation
2–3 ml of blood was collected from eligible candidates who had tested positive by rapid diagnostic test (RDT; Parascreen® (Pan/Pf), Zephyr Biomedicals, Verna Goa, India) for P. falciparum malaria. Additionally, FTA filter paper (Whatman Inc., Bound Brook, New Jersey, USA) was used to collect three blood spots of about 100 µl each for DNA extraction. Also prepared were two blood films on glass slides for microscopy. All positive specimens were confirmed by microscopy in the USAMRU-K laboratory.
For immediate ex vivo testing, P. falciparum isolates from Kisumu district hospital were collected in acid citrate dextrose (ACD) vacutainer tubes (Becton-Dickinson, Inc., Franklin Lakes, New Jersey, USA) and availed to the laboratory within 4–6 hours. P. falciparum isolates from Kericho and Kisii district hospitals, were placed in storage-transport media, and refrigerated at 4°C until transported to the laboratory, within 72 hours, for laboratory culture-adaptation.
In vitro Drug Sensitivity Testing
The SYBR Green I-based IC50 drug sensitivity assay, described elsewhere  was used for ex vivo and in vitro drug sensitivity testing. Briefly, each isolate was tested against a number of conventional antimalarials namely mefloquine hydrochloride (MQ), Lumefantrine (LU) chloroquine diphosphate (CQ), and amodiaquine hydrochloride (AQ). Drugs were sourced from Walter Reed Army Institute of Research, (Silver Spring, Maryland, USA).
Reference P. falciparum clones, D6 (considered CQ-sensitive) and W2 (considered CQ-resistant) were assayed against all drugs as an internal control. These clones were obtained from frozen stocks and culture-adapted for drug sensitivity assays. Stock drug solutions at 1 mg/ml were prepared in 70% ethanol for CQ, MQ and LU or 100% dimethyl sulfoxide (DMSO) for AQ. For starting concentrations complete RPMI 1640 media was used as the diluent, followed by 10 well serial 2-fold dilutions. The following highest and lowest nanomolar (nM) concentration ranges were achieved: AQ (281 to 0.6), CQ (3125 to 6.1), LU (188.7 to 0.37) and MQ (603 to 1.2). The drugs thus prepared were either used immediately, or stored at −80°C for no more than one month.
P. falciparum field isolates from Kericho and Kisii, refrigerated in transport media, as well as the 2 P. falciparum laboratory reference clones D6 and W2, were culture-adapted before subjecting to the SYBR Green I assay. The parasites were cultured at 6% hematocrit for 7 to 30 days, to reach 3–8% parasitemia . For IC50 drug assays, culture-adapted parasites were adjusted to 2% hematocrit and 1% parasitemia, in 96 well plates and antimalarial drug aliquots in complete RPMI 1640 added to the wells.
Ex vivo Drug Sensitivity Testing
Pf isolates from the Kisumu District Hospital, 15 minutes journey from the central lab, were analyzed ex vivo within 4–6 hours of collection. These were processed the day of phlebotomy without culture-adaptation, using the SYBR Green I-based IC50 drug sensitivity assay as described in literature . Briefly, blood samples with >1% parasitemia were adjusted to 1% parasitemia at 2% hematocrit, and those with ≤1% parasitemia were used unadjusted at 2% hematocrit. Following this, antimalarial drug aliquots in complete RPMI 1640 were added to the wells and tested as explained above. It was not possible to perform IEV on samples from Kericho District Hospital and Kisii District Hospital as it was not logistically possible to receive these samples within the 4–6 hour window.
Pfmdr1 and Pfcrt Single Nucleotide Polymorphism (SNP) Analysis and Sequencing for Pfcrt 72-76 Haplotype Analysis
SNP analysis was conducted for Pfmdr1 codons 86 (N86Y) using real-time PCR as previously described . Probes were labeled with the VIC-reporter dye (ABI) for wild type and the FAM-reporter dye for the mutant, respectively. For Pfcrt, conventional PCR was done as described elsewhere . Additionally, all PCR amplicons were selected for sequencing. The isolates were purified using QIAquick PCR purification kit (Qiagen Inc). Pfcrt sequencing of the amplicons was done on the 3500 xL ABI Genetic analyzer using version 3.1 of the big dye terminator method (Applied Biosystems). Assembling of the generated sequences to make contigs was performed using DNA Baser version 3x and the sequences aligned in MUSCLE version 3.8. The alignment was visualized using BioEdit version 188.8.131.52. All sequences were compared against the 3D7 sequence at the NCBI database.
Pfmdr1 Copy Number
For all genotyping assays, DNA was extracted from FTA filter paper blots or whole blood (for ex vivo specimens) according to manufacturer instructions (QIAamp DNA Blood Mini Kit, QIAGEN, Inc, Alameda, California, USA). Pfmdr1 Copy numbers were estimated as previously described . Briefly, genomic DNA from P. falciparum reference clone 3D7, known to have 1 copy of Pfmdr1 gene, was used as the calibrator . The house keeping gene used was P.falciparum tubulin, and for multiple Pfmdr1 copy control, DNA from the Dd2 clone was used.
A total of 158 West-Kenyan field isolates from Kisumu, Kisii and Kericho were individually assayed for drug sensitivity against CQ, AQ, MQ and LU between 2008 and 2011. The data were then pooled and analyzed. The four drugs were also tested against D6 and W2, which serve as CQ sensitive and CQ resistant reference strains, respectively. For D6 the median IC50 values in nM units were as follows: CQ, 13.0, n = 14, (Interquartile range (IQR) 5.3 to 18.3), MQ; 86.9, n = 11 (IQR 61.2 to 125.1), LU; 8.0, n = 12 (IQR 6.0 to 12.5), AQ; 3.3, n = 9 (IQR 2.8 to 4.3). Additionally, we report the following median IC50s in nM against W2: CQ; 209.8, n = 9, (IQR 194.7 to 273), MQ; 5.5 n = 12 (IQR 4.1 to 7.8), LU; 45.1 n = 5 (IQR 28.8 to 92) and AQ; 21.0, n = 7, (IQR 15.6 to 30.2).
Median IC50 values for the field isolates for the four drugs were considered by year (Table 1). AQ median IC50 values decreased significantly between 2008; 14.5 nM, n = 51 (IQR 6.7 nM to 21.5 nM) and 2011; 5.7 nM, n = 61 (IQR 2.9 nM to 8.7 nM) (p<0.0001). We also observed a significantly steady decline of median CQ IC50 from a high of 92.8 nM, n = 49 (IQR 39.5 nM to 163.3 nM) in 2008 to a low of 22.4 nM, n = 53 (IQR; 13.0 nM to 92.4 nM) in 2011 (p<0.0001) (Table 1). MQ showed a median of 17.4 nM, n = 45 in 2009 (IQR; 10.2 nM to 38.3 nM) and a median of 24.7 nM, n = 61 (IQR; 10.6 nM to 39.5 nM) in 2011. Comparatively, LU showed a median IC50 of 23.9 nM, n = 51 in 2009 (IQR; 15.3 nM to 45.9 nM) and a median of 31. nM, n = 52 (IQR; 9.5 nM to 52.4 nM) in 2011. However, the changes for MQ and LU for the study period did not attain statistical significance (p values of 0.07 and 0.17, respectively).
IC50 Comparison against Pfcrt K76T and Pfmdr1 N86Y Genotypes
CQ IC50s were compared against Pfcrt K76T and Pfmdr1 N86Y between 2008 and 2011 for all samples that had successfully been analyzed for both SNPs and IC50 values (Kruskal-Wallis H test and Dunn’s multiple comparison test). When considered inter-year, PfCRT-K76 carrying parasites (labeled by “K” and the year) were significantly sensitive to CQ as compared to those with 76T (labeled by “T” and the year) (Figure 1A) as follows: T 2008 vs K 2010; p<0.01 and T 2008 vs. K 2011; p<0.001. Additionally, in 2011 parasites with 76 T were more sensitive to CQ when compared to 76T carrying parasites in 2008 (p<0.05 Figure, 1 B). On the contrary, no significant relationships were established between Pfmdr1 N86Y and CQ IC50s during the same period.
A. Comparison of Pfcrt K76T SNP against CQ IC50 stratified by year; B. Comparison of Pfcrt K76T SNP against AQ IC50 stratified by year; C. Comparison of Pfcrt K76T SNP against MQ IC50 stratified by year; D. Comparison of Pfcrt K76T SNP against LU IC50 stratified by year. Median values are shown. *indicates data is significant.
When AQ median IC50s were analyzed based on Pfcrt genotypes, K76 related medians were significantly different from those of 76T between years (Figure 1B). Thus, we observed inverse inter-year relationships as follows: T2008 vs. K2010; p<0.05, T2008 vs K2011; p<0.001, T2009 vs. K2010; p<0.001, T2009 vs. K2011; p<0.001 and T2010 vs. K2011; p<0.05. Moreover, the AQ 76T related median IC50 was significantly different between 2009 and 2011, p<0.001 (Figure 1B). When a similar analysis was done for AQ and Pfmdr1 N86Y, we found that AQ median IC50 values were also significantly associated with N86Y both intra- and inter-year (Figure 2B). Thus, we observed the following significant inter-year inverse relationships between 86N and 86Y related median AQ IC50s: Y2008 vs. N2010, p<0.001; Y2008 vs. N2011, p<0.001; Y2009 vs. N2010, p<0.001; and Y2009 vs. N2011 p<0.001.
A. Comparison of Pfmdr1 N86Y SNP against CQ IC50 stratified by year; B. Comparison of Pfmdr1 N86Y SNP against AQ IC50 stratified by year; C. Comparison of Pfmdr1 N86Y SNP against MQ IC50 stratified by year; D. Comparison of Pfmdr1 N86Y SNP against LU IC50 stratified by year. Median values are shown. *indicates data is significant.
In regard to MQ, we observed the following significant inter−/intra-year inverse associations between N86 and 86Y related medians (Figure 2C): N2008 vs. Y 2009, p<0.01; Y2008 vs. N2010, p<0.05; Y2009 vs. N2010, p<0.001; Y 2009 vs. N 2009, p<0.05 and Y2010 vs. N2010, p<0.01. On the contrary, there was no discernible relationship between MQ and Pfcrt K76T. This study also showed significant intra−/inter-year relationships between LU and K76T, whereby K76 isolates had comparatively higher LU median IC50 than 76T isolates (Figure 1D) as follows: K2009 vs. T2011, p<0.01; T2010 vs. K2010, p<0.05; K2010 vs. T2011, p<0.001; T2011 vs. K2011, p<0.05. Additionally over the study period 76T related medians were different as follows: T2008 vs. T2011, p<0.001; T2009 vs. T2011, p<0.01; and T2010 vs. T2011, p<0.001. It was observed that the LU 76T median IC50s of 2011 were much lower than the preceding years (Figure 1D). Interestingly, we did not observe any relationships between LU median IC50 values and Pfmdr1 N86Y during the study period. Equally, Pfmdr1 gene amplification was not discerned in any of the study samples.
Pfcrt 72-76 Haplotypes during 2008–2011
We investigated the Pfcrt 72-76 haplotypes in all samples that were successfully sequenced between 2008 and 2011 (n = 333). In 2008 we assayed 87 samples, of these, 27.59% were CVMNK and 72.4% were CVIET at the 72-76 respective positions. During 2009 a total of 69 samples were analyzed of which 31.9% had the CVMNK haplotype whereas 68.1% were CVIET. In 2010 out of 124 isolates 56.5% were CVMNK and those with CVIET were at 43.6%. In 2011, a total of 53 samples were assayed with 67.9% carrying the CVMNK haplotype compared to CVIET at 32.1%. We did not observe the SVMNT haplotype that is associated with high levels of AQ resistance among the study samples. There was a significant percentage change of the CQ mutant haplotype CVIET, to the CQ sensitive CVMNK haplotype between 2008 and 2011 (p<0.0001; Figure 3A) during the study period.
Pfmdr1 N86Y Frequencies between 2008 and 2011
We analyzed frequencies of SNPs in Pfmdr1 codon 86 in 243 samples during 2008, 225 samples in 2009, 395 samples in 2010 and 314 samples in 2011. We observed a steady increase in the frequencies of Pfmdr1 N86 genotype as compared to 86Y and N86/86Y between 2008 and 2011 (p<0.0001, Figure 3B).
In vitro Drug Activity Correlation Tests
Using the Pearson product-moment correlation test we sought to further delineate any relationships among the test drugs (Table 2). We found no correlation between the two 4-amino Quinolines, AQ and CQ, phenotypic activity (r = 0.009, p = 0.92). However, a positive correlation between phenotypic activities of the two aryl amino-quinoline alcohols LU and MQ (r = 0.516, p<0.0001) was detected. There was a moderate inverse correlation between LU and CQ (r = −0.3, p = 0.002).
Analysis of Combined Pfcrt 76/Pfmdr1 86 Haplotypes vs. Medians
We analyzed Pfcrt 76/Pfmdr1 86 haplotypes in the following combinations: K76-N86, K76-86Y, 76T-N86, 76T-86Y. These were compared against the respective AQ, CQ, LU and MQ Median IC50 (Table 3). For CQ, we observed that samples carrying the haplotypes K76-N86 and K76-86Y had the lowest medians at 18.1 nM and 18.8 nM, respectively, as compared to 76T-N86 and 76T-86Y at 70.3 nM and 71.3 nM, respectively (p<0.0001, Table 3). Samples with the haplotype K76-N86 were the most sensitive to AQ as compared to the other three haplotypes (p<0.01, Table 3). For LU, there were no significant differences among samples in the four haplotypes categories when compared against their respective median IC50 values. For MQ, the K76-86Y and 76T-86Y haplotypes carrying samples showed significant differences in their median IC50 values when compared against 76T-N86 and K76-N86 (p<0.001, Table 3).
We have characterized P. falciparum field isolates from Western-Kenya during the period 2008–2011 based on analysis of SNPs in Pfmdr1 and haplotypes in PfCRT. This analysis was done in relation to susceptibility profiles of four antimalarial drugs namely CQ, AQ, MQ and LU, for the same period. Pfcrt 76T has previously been implicated in chloroquine resistance as well as LU tolerance . This study has shown rapid conversion of the parasite population to the CQ sensitive allele K76 between 2008 and 2011. This time period coincides with the comprehensive use of Coartem in Kenya for malaria treatment, which was partly driven by the ease of availability starting in 2008 . We suggest that reciprocate reduction in the use of AQ caused a release of drug resistance pressure on Pfcrt (Figure 1B) and Pfmdr1 (Figure 2B). This trend is supported by the observed rapid increase in both AQ and CQ sensitivity (Table 1). Prior to 2008, CQ resistance was observed for a long time even after stoppage of its use in Kenya in 1998. In fact, a study looking at the Pfcrt changes over a 13 year period between 1993 and 2006 in Kilifi, Kenya found that the 76T mutation only decreased from 94% to 63% . A study in Malawi described a larger reduction–from 85% to 13%–over a similar time period, which may suggest that CQ related drug resistance pressure may have been continued at higher rates in Kenya as compared to elsewhere in Africa. Our study measures a more recent timeframe and shows a reduction from 77% to 30% over a period of 4 years (2008–2011) accompanied by increased CQ and AQ phenotypic drug sensitivity. We speculate that the significant widespread use of AQ in Kenya as an alternative to S/P prior to the use of ACTs may have resulted in the observed apparent maintenance of CQ resistance due to structural similarities between the two drugs , but with the advent and acceptability of ACT use within the Kenyan health care community this drug pressure dissipated in the last 5 years.
Haplotypes in Pfcrt at the 72–76 loci have been linked to both AQ and CQ resistance. Specifically, the SVMNT variant has been linked to high AQ resistance and moderate CQ resistance . As expected, the highly CQ resistant haplotype CVIET which has been linked to resistance in Southeast Asia and Africa, was the most observed during the year 2008 while CVMNK linked to CQ sensitivity was the least observed in 2008. However there was a dramatic and steady reversal of the relative status of the two haplotypes between the year 2008 and 2011 (Figure 3A). No correlation between AQ and CQ was observed as measured by the Pearson product-moment correlation test (Table 2). We did not detect the SVMNT haplotype in our study samples, but it has previously been reported in Tanzania  and most recently in Angola . In the case of Tanzania, the acquisition of the SVMNT resistance haplotype was rapid (between 2003 and 2004), and it is unclear why we did not observe this haplotype in western Kenya. However, pre-2008 isolates will be tested to establish its presence/absence prior to this study period. The absence of SVMNT–an indicator of AQ sensitivity–is potentially fortuitous since the amodiaquine-artesunate (ASAQ) combination is a potential ACT alternative to Coartem in Kenya. Indeed studies have proven that ASAQ has satisfactory efficacy against P.falciparum in Kenya , .
The present data shows that parasites carrying the wild type Pfcrt allele, K76, had a significantly higher median LU IC50 value compared to isolates with 76T beginning in 2009 (Figure 1D). It has previously been suggested that increased sensitivity to chloroquine would be accompanied by resistance to LU . In Kenya, LU has been shown to select for the K76 allele . Based on changing alleles in Pfcrt we suggest that reestablishing of LU IC50 baselines may be occurring.. Analysis of IC50 values show that there is significant positive correlation between LU and MQ (Table 2), an indicator of cross resistance between the two drugs. In addition, previous work has shown increasing MQ tolerance in Kenya in the absence of drug pressure , . Studies in East Africa have demonstrated MQ selection of the Pfmdr1 N86 resistance gene , . This study shows that between 2008 and 2011, there has been a substantial rise in the prevalence of N86 allele (Figure 3 B) among our specimens. Even though there was an increase in MQ median IC50 values between 2008 and 2011, this increase did not attain statistical significance. Copy number amplification of the Pfmdr1 gene has been shown to cause MQ resistance . We did not observe multiple copy numbers of Pfmdr1 in any of our isolates, but we will continue to monitor Pfmdr1 copy numbers in western Kenya in correlation with sensitivity and SNP data.
Pfmdr1 SNP changes in Kenya have been previously studied for the periods 1999–2000 and 2003–2005 , . Comparing these two periods, an increase in the prevalence of the 86Y mutation is observed. Data for the year 2008  show that the prevalence rates of N86Y SNP remained unchanged as compared to those of 2003–2005 . However, in the present, study covering the period 2008 to 2011, we observe a steady decrease in codon 86 mutation rates (Figure 3B). Drug policy change in Kenya from S/P to AL (Coartem) was announced in 2006 and broadly implemented by 2008, countrywide with support from the Global Fund . Thus, it would be expected that co-resistance between MQ and LU may explain the observed trends of N86Y in our study beginning in the year 2009, stemming from LU drug pressure. However, it is noteworthy that whereas there are trends showing significant association between MQ and N86Y over the study period, none can be established between LU and N86Y (Figure 2D). Thus, we speculate that there are other factors that may be involved with the changes observed in Pfmdr1 N86Y.
Interestingly, beginning 2009 there was a significant trend linking AQ to changes in Pfmdr1 N86Y. AQ has been marketed in Kenya as an over-the-counter medication following widespread resistance to S/P and prior to widespread ACT use . It would appear that availability of the cheaper AL (Coartem), driven by support from the Global Fund beginning 2008, significantly decreased the demand and usage of the more expensive AQ. This conjecture is supported by the observation of a rapid increase in AQ susceptibility between 2008 and 2011 (Figure 1B, Table 1). Therefore, whereas LU may modulate the parasite to institute resistance against MQ due to the physicochemical similarities in the two drugs, AQ may do the same through changes in Pfmdr1. This issue is more than academic as both AQ and LU have been combined with ART and are currently marketed in Kenya for malaria chemotherapy. The continued use of the two drugs may indirectly contribute towards mefloquine tolerance in Kenya. Finally, as expected a combination of four Pfcrt 76 and Pfmdr1 86 haplotypes namely K76-N86, K76-86Y, 76T-N86, 76T-86Y in comparison to CQ median IC50 value show that, K76T is the most important allele in CQ drug response (Table 3). This study has confirmed that the N86Y allele is critical in MQ drug response (Table 3).
Our data indicate that the changing drug policy during 2008–2011, which provided the ACT, in the form of CoArtem, on subsidy in private retail shops and freely in public hospitals, had an effect on drugs used during the same period. Subsequently, AQ and CQ showed increasing sensitivity from 2008 to 2011. Concordantly, Pfcrt and Pfmdr1 the resistance markers for CQ, AQ and MQ showed a rapid conversion to wild types. Since MQ and LU show positive correlation, co-resistance between the two drugs is largely expected, and therefore increased use of AL may precipitate tolerance to both drugs. Results in this study implicate AQ in modulating parasite resistance towards CQ, LU and MQ via changes in Pfcrt and Pfmdr1. Continued surveillance is therefore required to monitor resistance profiles of the four drugs.
We thank Duke Omariba, our study coordinator and all the staff members at the MDR sentinel sites for their contribution in recruitment of participants and sample collection. We also thank the Director of the Kenya Medical Research Institute for permission to publish this work. The opinions and assertions contained herein are the private opinions of the authors and are not to be construed as reflecting the views of the US Army Medical Research Unit-Kenya or the US Department of Defense.
Conceived and designed the experiments: FE JJ DS NW DW. Performed the experiments: FE HA AC CO RY AO DJ LI WB LI. Analyzed the data: FE HA LI WB JJ EK. Contributed reagents/materials/analysis tools: WB JJ DW DS. Wrote the paper: FE HA JJ DS DW EW EK BA.
- 1. Mbaisi A, Liyala P, Eyase F, Achilla R, Akala H, et al. (2004) Drug susceptibility and genetic evaluation of Plasmodium falciparum isolates obtained in four distinct geographical regions of Kenya. Antimicrob Agents Chemother 48: 3598–3601.
- 2. Amin AA, Snow RW, Kokwaro GO (2005) The quality of sulphadoxine-pyrimethamine and amodiaquine products in the Kenyan retail sector. J Clin Pharm Ther 30: 559–565.
- 3. Dondorp AM, Nosten F, Yi P, Das D, Phyo AP, et al. (2009) Artemisinin resistance in Plasmodium falciparum malaria. N Engl J Med 361: 455–467.
- 4. Noedl H, Se Y, Schaecher K, Smith BL, Socheat D, et al. (2008) Evidence of artemisinin-resistant malaria in western Cambodia. N Engl J Med 359: 2619–2620.
- 5. Olliaro PL, Taylor WR (2004) Developing artemisinin based drug combinations for the treatment of drug resistant falciparum malaria: A review. J Postgrad Med 50: 40–44.
- 6. Amin AA, Zurovac D, Kangwana BB, Greenfield J, Otieno DN, et al. (2007) The challenges of changing national malaria drug policy to artemisinin-based combinations in Kenya. Malar J 6: 72.
- 7. Mayxay M, Khanthavong M, Lindegardh N, Keola S, Barends M, et al. (2004) Randomized comparison of chloroquine plus sulfadoxine-pyrimethamine versus artesunate plus mefloquine versus artemether-lumefantrine in the treatment of uncomplicated falciparum malaria in the Lao People’s Democratic Republic. Clin Infect Dis 39: 1139–1147.
- 8. Sirima SB, Gansane A (2007) Artesunate-amodiaquine for the treatment of uncomplicated malaria. Expert Opin Investig Drugs 16: 1079–1085.
- 9. Nosten F, White NJ (2007) Artemisinin-based combination treatment of falciparum malaria. Am J Trop Med Hyg 77: 181–192.
- 10. Foote SJ, Kyle DE, Martin RK, Oduola AM, Forsyth K, et al. (1990) Several alleles of the multidrug-resistance gene are closely linked to chloroquine resistance in Plasmodium falciparum. Nature 345: 255–258.
- 11. Holmgren G, Gil JP, Ferreira PM, Veiga MI, Obonyo CO, et al. (2006) Amodiaquine resistant Plasmodium falciparum malaria in vivo is associated with selection of Pfcrt76T and Pfmdr1 86Y. Infect Genet Evol 6: 309–314.
- 12. Holmgren G, Hamrin J, Svard J, Martensson A, Gil JP, et al. (2007) Selection of Pfmdr1 mutations after amodiaquine monotherapy and amodiaquine plus artemisinin combination therapy in East Africa. Infect Genet Evol 7: 562–569.
- 13. Echeverry DF, Murillo C, Piedad RP, Osorio L (2006) Susceptibility of Colombian Plasmodium falciparum isolates to 4-aminoquinolines and the definition of amodiaquine resistance in vitro. Mem Inst Oswaldo Cruz 101: 341–344.
- 14. Gama BE, de Oliveira NK, Zalis MG, de Souza JM, Santos F, et al. (2009) Chloroquine and sulphadoxine-pyrimethamine sensitivity of Plasmodium falciparum parasites in a Brazilian endemic area. Malar J 8: 156.
- 15. Olliaro P, Mussano P (2003) Amodiaquine for treating malaria. Cochrane Database Syst Rev: CD000016.
- 16. Baliraine FN, Rosenthal PJ (2011) Prolonged Selection of Pfmdr1 Polymorphisms After Treatment of Falciparum Malaria With Artemether-Lumefantrine in Uganda. J Infect Dis 204: 1120–1124.
- 17. Mwai L, Kiara SM, Abdirahman A, Pole L, Rippert A, et al. (2009) In vitro activities of piperaquine, lumefantrine, and dihydroartemisinin in Kenyan Plasmodium falciparum isolates and polymorphisms in Pfcrt and Pfmdr1. Antimicrob Agents Chemother 53: 5069–5073.
- 18. Ngo T, Duraisingh M, Reed M, Hipgrave D, Biggs B, et al. (2003) Analysis of pfcrt, Pfmdr1, dhfr, and dhps mutations and drug sensitivities in Plasmodium falciparum isolates from patients in Vietnam before and after treatment with artemisinin. Am J Trop Med Hyg 68: 350–356.
- 19. Lekana-Douki JB, Dinzouna Boutamba SD, Zatra R, Zang Edou SE, Ekomy H, et al. (2011) 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 11: 512–517.
- 20. Price RN, Uhlemann AC, Brockman A, McGready R, Ashley E, et al. (2004) Mefloquine resistance in Plasmodium falciparum and increased Pfmdr1 gene copy number. Lancet 364: 438–447.
- 21. Alker AP, Lim P, Sem R, Shah NK, Yi P, et al. (2007) Pfmdr1 and in vivo resistance to artesunate-mefloquine in falciparum malaria on the Cambodian-Thai border. Am J Trop Med Hyg 76: 641–647.
- 22. Wilson CM, Volkman SK, Thaithong S, Martin RK, Kyle DE, et al. (1993) Amplification of pfmdr 1 associated with mefloquine and halofantrine resistance in Plasmodium falciparum from Thailand. Mol Biochem Parasitol 57: 151–160.
- 23. Reed MB, Saliba KJ, Caruana SR, Kirk K, Cowman AF (2000) Pgh1 modulates sensitivity and resistance to multiple antimalarials in Plasmodium falciparum. Nature 403: 906–909.
- 24. Price R, van Vugt M, Phaipun L, Luxemburger C, Simpson J, et al. (1999) Adverse effects in patients with acute falciparum malaria treated with artemisinin derivatives. Am J Trop Med Hyg 60: 547–555.
- 25. Phompradit P, Wisedpanichkij R, Muhamad P, Chaijaroenkul W, Na-Bangchang K (2011) Molecular analysis of pfatp6 and Pfmdr1 polymorphisms and their association with in vitro sensitivity in Plasmodium falciparum isolates from the Thai-Myanmar border. Acta Trop 120: 130–135.
- 26. Babiker HA, Pringle SJ, Abdel-Muhsin A, Mackinnon M, Hunt P, et al. (2001) 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 183: 1535–1538.
- 27. Djimde A, Doumbo OK, Cortese JF, Kayentao K, Doumbo S, et al. (2001) A molecular marker for chloroquine-resistant falciparum malaria. N Engl J Med 344: 257–263.
- 28. Chen N, Russell B, Fowler E, Peters J, Cheng Q (2002) Levels of chloroquine resistance in Plasmodium falciparum are determined by loci other than Pfcrt and Pfmdr1. J Infect Dis 185: 405–407.
- 29. Fidock DA, Nomura T, Talley AK, Cooper RA, Dzekunov SM, et al. (2000) Mutations in the P. falciparum digestive vacuole transmembrane protein Pfcrt and evidence for their role in chloroquine resistance. Mol Cell 6: 861–871.
- 30. Kublin JG, Cortese JF, Njunju EM, Mukadam RA, Wirima JJ, et al. (2003) Reemergence of chloroquine-sensitive Plasmodium falciparum malaria after cessation of chloroquine use in Malawi. J Infect Dis 187: 1870–1875.
- 31. Sa JM, Twu O (2010) Protecting the malaria drug arsenal: halting the rise and spread of amodiaquine resistance by monitoring the Pfcrt SVMNT type. Malar J 9: 374.
- 32. Sisowath C, Petersen I, Veiga MI, Martensson A, Premji Z, et al. (2009) In vivo selection of Plasmodium falciparum parasites carrying the chloroquine-susceptible Pfcrt K76 allele after treatment with artemether-lumefantrine in Africa. J Infect Dis 199: 750–757.
- 33. Akala HM, Eyase FL, Cheruiyot AC, Omondi AA, Ogutu BR, et al. (2011) Antimalarial drug sensitivity profile of western Kenya Plasmodium falciparum field isolates determined by a SYBR Green I in vitro assay and molecular analysis. Am J Trop Med Hyg 85: 34–41.
- 34. Desjardins RE, Canfield CJ, Haynes JD, Chulay JD (1979) Quantitative assessment of antimalarial activity in vitro by a semiautomated microdilution technique. Antimicrob Agents Chemother 16: 710–718.
- 35. Livak KJ, Schmittgen TD (2001) Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 25: 402–408.
- 36. Ferreira ID, Rosario VE, Cravo PV (2006) Real-time quantitative PCR with SYBR Green I detection for estimating copy numbers of nine drug resistance candidate genes in Plasmodium falciparum. Malar J 5: 1.
- 37. Kangwana BB, Njogu J, Wasunna B, Kedenge SV, Memusi DN, et al. (2009) Malaria drug shortages in Kenya: a major failure to provide access to effective treatment. Am J Trop Med Hyg 80: 737–738.
- 38. Mwai L, Ochong E, Abdirahman A, Kiara SM, Ward S, et al. (2009) Chloroquine resistance before and after its withdrawal in Kenya. Malar J 8: 106.
- 39. Abuya TO, Fegan G, Amin AA, Akhwale WS, Noor AM, et al. (2010) Evaluating different dimensions of programme effectiveness for private medicine retailer malaria control interventions in Kenya. PLoS One 5: e8937.
- 40. Alifrangis M, Dalgaard MB, Lusingu JP, Vestergaard LS, Staalsoe T, et al. (2006) Occurrence of the Southeast Asian/South American SVMNT haplotype of the chloroquine-resistance transporter gene in Plasmodium falciparum in Tanzania. J Infect Dis 193: 1738–1741.
- 41. Gama BE, Pereira-Carvalho GA, Lutucuta Kosi FJ, Almeida de Oliveira NK, Fortes F, et al. (2010) Plasmodium falciparum isolates from Angola show the StctVMNT haplotype in the Pfcrt gene. Malar J 9: 174.
- 42. Thwing JI, Odero CO, Odhiambo FO, Otieno KO, Kariuki S, et al. (2009) In-vivo efficacy of amodiaquine-artesunate in children with uncomplicated Plasmodium falciparum malaria in western Kenya. Trop Med Int Health 14: 294–300.
- 43. Adjuik M, Agnamey P, Babiker A, Borrmann S, Brasseur P, et al. (2002) Amodiaquine-artesunate versus amodiaquine for uncomplicated Plasmodium falciparum malaria in African children: a randomised, multicentre trial. Lancet 359: 1365–1372.
- 44. Spalding MD, Eyase FL, Akala HM, Bedno SA, Prigge ST, et al. (2010) Increased prevalence of the pfdhfr/phdhps quintuple mutant and rapid emergence of pfdhps resistance mutations at codons 581 and 613 in Kisumu, Kenya. Malar J 9: 338.
- 45. Dokomajilar C, Nsobya SL, Greenhouse B, Rosenthal PJ, Dorsey G (2006) Selection of Plasmodium falciparum Pfmdr1 alleles following therapy with artemether-lumefantrine in an area of Uganda where malaria is highly endemic. Antimicrob Agents Chemother 50: 1893–1895.