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Return of chloroquine-sensitive Plasmodium falciparum parasites and emergence of chloroquine-resistant Plasmodium vivax in Ethiopia
Malaria Journal volume 13, Article number: 244 (2014)
Increased resistance by Plasmodium falciparum parasites led to the withdrawal of the antimalarial drugs chloroquine and sulphadoxine-pyrimethamine in Ethiopia. Since 2004 artemether-lumefantrine has served to treat uncomplicated P. falciparum malaria. However, increasing reports on delayed parasite clearance to artemisinin opens up a new challenge in anti-malarial therapy. With the complete withdrawal of CQ for the treatment of Plasmodium falciparum malaria, this study assessed the evolution of CQ resistance by investigating the prevalence of mutant alleles in the pfmdr1 and pfcrt genes in P. falciparum and pvmdr1 gene in Plasmodium vivax in Southern and Eastern Ethiopia.
Of the 1,416 febrile patients attending primary health facilities in Southern Ethiopia, 329 febrile patients positive for P. falciparum or P. vivax were recruited. Similarly of the 1,304 febrile patients from Eastern Ethiopia, 81 febrile patients positive for P. falciparum or P. vivax were included in the study. Of the 410 finger prick blood samples collected from malaria patients, we used direct sequencing to investigate the prevalence of mutations in pfcrt and pfmdr1. This included determining the gene copy number in pfmdr1 in 195 P. falciparum clinical isolates, and mutations in the pvmdr1 locus in 215 P. vivax clinical isolates.
The pfcrt K76 CQ-sensitive allele was observed in 84.1% of the investigated P.falciparum clinical isolates. The pfcrt double mutations (K76T and C72S) were observed less than 3%. The pfcrt SVMNT haplotype was also found to be present in clinical isolates from Ethiopia. The pfcrt CVMNK-sensitive haplotypes were frequently observed (95.9%). The pfmdr1 mutation N86Y was observed only in 14.9% compared to 85.1% of the clinical isolates that carried sensitive alleles. Also, the sensitive pfmdr1 Y184 allele was more common, in 94.9% of clinical isolates. None of the investigated P. falciparum clinical isolates carried S1034C, N1042D and D1246Y pfmdr1 polymorphisms. All investigated P. falciparum clinical isolates from Southern and Eastern Ethiopia carried only a single copy of the mutant pfmdr1 gene.
The study reports for the first time the return of chloroquine sensitive P. falciparum in Ethiopia. These findings support the rationale for the use of CQ-based combination drugs as a possible future alternative.
Malaria remains one of the major health problems in sub-Saharan Africa [1, 2]. Though there are encouraging reports that malaria morbidity and mortality are declining , it is still an overwhelming public health problem, with an estimated 207 million cases and 627,000 deaths every year worldwide. Of all malaria deaths, 90% occur in sub-Saharan Africa, and 77% in children under five years of age . One of the main obstacles to malaria control is the ability of the parasites to develop resistance to the administered anti-malarial drugs. Chloroquine (CQ) was the first antimalarial to be widely used in endemic areas, but CQ resistance was documented in Thailand in the late 1950’s, spread to African in 1974 , and subsequently came to East Africa in the early 1980’s . Since 2009, there are increasing concerns and reports of delayed parasite clearance to administered artemisinin, especially in parts of Southeast Asia .
In Ethiopia, CQ treatment failure for Plasmodium falciparum and Plasmodium vivax was documented in 1996 . Therefore, in 1998 sulphadoxine-pyrimethamine (SP) replaced the CQ triple-dose (25 mg base/kg) regimen as the first-line drug for the treatment of uncomplicated P. falciparum and mixed infection of P. falciparum and P.vivax malaria. However, in a short time span P. falciparum also developed resistance to SP, leading to therapeutic failure of SP [9–12]. Artemether-lumefantrine (AL) (Coartem®) replaced SP in 2004 as a first-line drug to treat uncomplicated P. falciparum and mixed infection of P. falciparum and P.vivax malaria in Ethiopia . However CQ still remains the first-line drug to treat P. vivax malaria in Ethiopia and sub-Saharan Africa. Although significant progress has been made to understand the resistance mechanisms to administered anti-malarial drugs, the genetic basis of drug resistance is vital to implement strategies for efficient malaria control.
Point mutations in the genes “P. falciparum multi-drug resistance 1” (pfmdr1), located in chromosome 5 [14–17], “P. falciparum chloroquine resistance transporter” (pfcrt), on chromosome 7 [18–20], and “P. vivax multi-drug resistance 1” (pvmdr1) on chromosome 10 [21–23] are the most investigated genes for anti-malarial drug resistance. Pfmdr1 encodes a trans-membrane transporter, and point mutations in this gene modulate the level of CQ resistance [24, 25]. Other mutations are also associated with anti-malarial drug resistance and delayed parasite clearance [15, 17, 26, 27]: in the codons 86 (Asn86Tyr), 184 (Tyr184Phe), 1034 (Ser1034Cys), 1042 (Asn1042Asp), 1246 (Asp1246Tyr) in pfmdr1; codons 72 (Cys72Ser), 74 (Met74Ile), 75 (Asn75Glu) and 76 (Lys76Thr) in pfcrt; and codons 976 (Tyr976Phe) and 1076 (Phe1076Leu) in pvmdr1. Additionally, several other studies have also reported that pfcrt haplotypes are associated with anti-malarial drug resistance [19, 25, 28]. Gene copy number variations (CNV) in the P. falciparum genome have been shown to influence parasite phenotypes, and increased gene copy numbers are associated with reduced susceptibility to anti-malarial drugs.
Mutations in the pfmdr1 locus are associated with anti-malarial resistance to chloroquine, mefloquine, quinine or artemisinin derivatives, whereas pfcrt mutations are associated with chloroquine, amodiaquine, mefloquine and artemisinin combination therapy . Increased pfmdr1 gene copy numbers are associated with reduced susceptibility of P. falciparum to anti-malarial drugs, especially with artemether-lumefantrine and artesunate-mefloquine . In many countries that are prone to malaria endemics, P. vivax malaria is treated with CQ, as the drug is well tolerated, affordable, has a longer half-life, and protects from early relapses [30–32]. A decline in CQ efficacy for P. vivax malaria was reported in Papua New Guinea in 1989  and in northwestern Sumatra, Indonesia in 1995 . CQ resistance in P. vivax in Ethiopia was reported in 2008, when four patients out of 83(4.8%) had recurrent parasitaemia on Day 28 .
Several studies at regular intervals are required to evaluate drug resistance based on the genetic diversity of circulating P. falciparum strains and their molecular markers for P. falciparum resistance to CQ and AL. Such studies will lay a basis to re-evaluate existing strategies in malaria control . In the present study, the prevalence of mutations in pfcrt and pfmdr1, the gene copy number of pfmdr1 in P. falciparum, and point mutations in pvmdr1 in P. vivax were investigated in clinical isolates from Southern and Eastern Ethiopia.
A health institution-based study targeting febrile patients attending primary health facilities was conducted in Southern and Eastern Ethiopia. Samples from Southern Ethiopia were collected between the months of August and December, 2011, at three health centres: Omo Nada, Bala Wajo, and Arba Minch. In Eastern Ethiopia samples were collected in the Harar health centre between the months of October and December 2009. Malaria transmission in these study sites is seasonal, with higher transmission following the rainy seasons (between September and December, and between April and May).
Study participants were recruited from the routine health delivery system. Self-presenting febrile patients attending health centers in Omo Nada (n = 713), Bala Wajo (n = 312), and Arba Minch (n = 391), and whose age was at least six months between August and December 2011, were eligible for the current study. Additionally self-presenting febrile patients attending Harar health centre (n = 1,304) in eastern Ethiopia were also eligible for the study. An axillary temperature was measured to check for a fever. Patients with an axillary temperature of ≥37°C were considered febrile. Any patient reported as being infected either with P. falciparum or P. vivax or with a mixed infection using the existing health care delivery system within the target health centres were approached for consent immediately after receiving their laboratory result. For those who consented to be part of the study, approximately 5–10 μL of a finger-prick blood sample was collected. No additional clinical assessment was carried out at the time of recruitment. A total of 410 Southern and Eastern Ethiopian finger-prick blood samples collected on Whatman 3 mm filter paper tested positive by microscopy for either P. falciparum or vivax. Of these, 195 tested positive for P. falciparum (170 from Southern Ethiopia and 25 from Eastern Ethiopia), and 215 for P. vivax (159 P. vivax from Southern Ethiopia and 56 from Eastern Ethiopia). The blood spots were air-dried and stored in a separate, clean, sealed plastic bag at room temperature for further molecular analysis.
Blood film management
After fixing the thin film in methanol, both smears were stained with 3% Giemsa for 30 min and examined under oil immersion for malaria parasites. Thick films were used for parasite detection, and thin film for species identification. At least 100 fields examined under an oil-immersion lens were examined before ruling out infection.
Detection of pfmdr1, pfcrt and pvmdr1 polymorphisms
DNA was isolated using the Qiagen DNA Mini Kit for blood and tissue (QIAGEN, Germany), following the manufacturer’s instructions, and it was then stored at −20°C until use. Nested PCR was carried out as previously described elsewhere . DNA samples were amplified by species-specific primer pairs (Table 1). For pfcrt, pfmdr1 and pvmdr1 both the primary and nested amplifications were carried out in a 20 μL reaction volume containing 1X buffer, 2.5 mM MgCl2, 200 μM dNTPs, 200nM primers, 1U Taq DNA-Polymerase, and 10 ng of DNA template on a PTC-200 Thermal cycler (MJ Research, USA). Each genus-specific amplification for Plasmodium was followed by a species-specific PCR. For amplifications, the study followed standard nested PCR procedure (Table 1). The PCR product of the first reaction was used as the template for the second in all nested PCRs. Amplicons that resulted from the nested PCRs were separated by electrophoresis on a 1.2% agarose gel, run with a 100 bp DNA ladder (Invitrogen, Karlsruhe, Germany). The presence of different Plasmodium species was re-confirmed by checking amplicon size. To identify relevant Single Nucleotide Polymorphisms (SNPs) in pfmdr1, pfcrt and pvmdr1, PCR products were cleaned using Exo-SAP-IT (USB, Affymetrix, USA), and 1 μL of the purified product was used as a template for direct sequencing using the Big Dye terminator v. 2.0 cycle sequencing kit (Applied Biosystems, USA) on an ABI 3130XL DNA sequencer, according to the manufacturer’s instructions . All investigated point mutations in pfmdr1, pfcrt and pvmdr1 are illustrated in Table 2.
Detection of pfmdr1 gene copy number variations
The pfmdr1 gene copy number was estimated by TaqMan real-time PCR, as previously described . Briefly, 10 ng of genomic DNA was amplified in a 25 μL volume of reaction mixture containing 1x TaqMan buffer (8% glycerol, 0.625 U DNA polymerase, 5.5 mmol/L MgCl2, 300 μmol/L dNTPs, 600 nmol/L passive reference dye ROX (5-carboxy-X-rhodamine), pH 8.3), 300 nmol/L of each forward and reverse primer, 100 nmol/L of each probe, and 5 μL of template DNA on a Corbett Research RG-3000 (Qiagen, Hilden, Germany). Thermal cycling parameters were as follows: pre-incubation at 95°C for 5 minutes, followed by 50 cycles of 15 seconds at 95°C and 1 minute at 58°C. Genomic DNA from P. falciparum reference 3D7, reported to have only one copy, was used as the calibrator , and P. falciparum ß-tubulin as the house-keeping gene. For multiple pfmdr1 copy number control, DNA from the Dd2 clone was used. The 2-ΔΔCt method of relative quantification  was used to estimate copy number. Using this cycle threshold (Ct) method to estimate copy numbers of unknown samples, a calibrator DNA template with known copies of the interest and a house-keeping gene which has the same copy number was utilized. The ΔΔCt calculation was as follows: ΔΔCt = (Ct target gene - Ct Pf ß-tubulin) X - (Ct target gene - Ct Pf ß-tubulin) Y, where X = unknown sample and Y = P. falciparum 3D7. The result was expressed in N-fold changes in X target gene copies normalized to P. falciparum ß-tubulin according to the equation (amount of target) = 2-ΔΔCt. Each sample was run as triplicate, and the mean and standard deviation of the three Ct values were calculated and computed for specificity as suggested earlier .
Ethical approvals were obtained from the review boards of Aklilu Lemma Institute of Pathobiology (ALIPB), College of Health Sciences of Jimma University, College of Health and Medical Sciences of Haramaya University and Armauer Hansen Research Institute (AHRI). After obtaining informed consent and assent from either the patient or legal guardian, blood samples were collected from individuals positive for P. falciparum or P. vivax. The study participation was voluntary and had no influence on the treatment provision at the respective health facilities. All patient information was kept confidential. All individuals positive for P. falciparum were treated with AL, while P. vivax positive patients were treated with CQ.
The observed frequencies of the investigated SNPs in the pfmdr1, pfcrt and the pvmdr1 loci are summarized in Table 3. The pfcrt K76T (Lys76Thr) mutation was observed in only 15.9% (31/195) of the clinical isolates investigated compared to 84.1% (164/195) wild type allele that were sensitive to CQ. The pfcrt C72S (Cys72Ser) was observed only in 3.6% (7/195) compared to 96.4% (188/195) wild type allele that were sensitive to CQ. The pfcrt double mutations (K76T and C72S) were observed in less than 2.6% of individuals (5/195) Table 3. For the investigated pfmdr1 locus N86Y(Asn86Tyr), the mutation was observed in 14.9% (29/195) of the clinical isolates compared to 85.1% (166/195) wild type that carried sensitive alleles. The investigated pfmdr1 locus Y184 (Tyr184Phe), only 5.1% (10/195) of the clinical isolates carried the mutant. None of the investigated 195 P. falciparum clinical isolates carried S1034C, N1042D and D1246Y of pfmdr1 polymorphisms. For the investigated pvmdr1 locus Y976 (Tyr976Phe), the mutation was observed in 32.6% (70/215) of the clinical isolates compared to 67.7% (145/215) wild type that carried sensitive alleles, whereas the investigated F1076 (Phe1076Leu) carried no drug resistant mutants Table 3. Of the all investigated P. falciparum clinical isolates from Southern and Eastern Ethiopia, only one copy of pfmdr1 gene copy number was observed.
The frequency of SNPs in the pfmdr1, pfcrt and the pvmdr1 loci in Southern and Eastern Ethiopia are summarized in Table 4. The pfcrt K76T mutation in Southern Ethiopia was 13.5% (23/170) of the clinical isolates investigated compared to 86.5% (147/170) wild type allele that were sensitive to CQ. The pfmdr1 locus N86Y was observed in 12.9% (22/170) compared to 87.1% (148/170) wild type allele that were sensitive to CQ. In Eastern Ethiopia, SNPs in the pfmdr1 locus N86Y and pfcrt locus K76T were 28.0% (7/25) and 32.0% (8/25) respectively. On the other hand, for the investigated pvmdr1 locus Y976 (Tyr976Phe), the mutation was observed in 37.1% (59/159) of the clinical isolates in Southern Ethiopia compared to 19.6% (11/56) in Eastern Ethiopia.
The pfcrt haplotypes were reconstructed for mutations at codons 72–76 in all P. falciparum isolates. The pfcrt wild type Cysteine-Valine-Methionine-Asparagine-Lysine (pfcrt CVMNK) mutates to either Cysteine-Valine-Isoleucine-Glutamate-Threonine (pfcrt CVIET) or Serine-Valine-Methionine-Asparagine-Threonine (pfcrt SVMNT) variants Table 5. The mutated pfcrt SVMNT haplotype was observed in 4.1% (8/195) of the isolates, whereas pfcrt CVMNK of wildtype was observed in 95.9% (187/195) Table 5. No pfcrt CVIET haplotypes were observed.
The aim of the current study was to investigate the prevalence of mutant SNPs in the loci pfmdr1, pfcrt, and pvmdr1, as well as copy number variations in pfmdr1, all of which are associated with anti-malarial drug resistance. A large proportion of P. falciparum clinical isolates in this study (84.1%) carried the chloroquine-susceptible pfcrt K76 allele. Previously it has been reported that the CQ-resistant mutation pfcrt K76T is a strong predictor of overall CQ resistance, and thus it is used as a bio-marker of CQ resistance . It appears that CQ-susceptible Plasmodium falciparum isolates are back in circulation in Ethiopia.
The finding of this study does not support a previous study conducted in Ethiopia that reported a 100% frequency of the pfcrt T76 mutation, and an 81% frequency of the mutation pfmdr1 Y86 in P. falciparum. However, the current finding is in line with studies conducted in two East African countries [27, 42], where the frequency of the pfcrt-76 resistance alleles were repopulated with the sensitive ones after many years of CQ withdrawal. Studies showed that pfcrt mutations at codons 72 to 76 with non-synonymous substitutions result in wildtype pfcrt CVMNK or other pfcrt haplotypes CVIET or SVMNT that have been associated with CQ resistance. The wild type pfcrt CVMNK haplotypes were observed in 187 (95.9%) of the P. falciparum isolates. The mutant pfcrt SVMNT was carried by 4.1% (8/195) of the investigated isolates, and it was identical to that of chloroquine resistant isolates identified in South-East Asia . These are the first findings on the presence of the pfcrt SVMNT haplotype in clinical isolates in Ethiopia. This is an interesting finding and novel to the study as the SVMNT haplotype is still very rare in Africa. So far few studies reported the presence of this haplotype in African countries [45–48], of this haplotype mostly associated with amodiaquine resistance and lower level of chloroquine resistance compared to CVIET [49, 50]. The pfcrt CVIET haplotypes were not detected here, although it is prevalent in Africa .
Concerning pfmdr1, while wild-type pfmdr1 is thought to transport and accumulate CQ in the parasites’ food vacuole, mutations N86Y, S1034C, N1042D, and D1246Y interfere with transportation of the anti-malarial drugs, leading to reduced CQ-sensitivity . The percentage of wild-type alleles at codon 86 of pfmdr1 was 85.1% (166/195), which is higher than 81% present in Schunk in 2006 and 84.5% in Eshetu in 2010 [41, 52]. It should be clear that the study by Schunk in 2006 was conducted 7 years before the current study. This is clear that as the time difference between these two studies is large and with reduced drug pressure on CQ over time might have contributed to the return of CQ susceptibility.
The pfcrt K76T mutation in Southern Ethiopia was 13.5% (23/170) of the clinical isolates investigated compared to 86.5% (147/170) wild type allele that were sensitive to CQ. The pfmdr1 locus N86Y was observed in 12.9% (22/170) compared to 87.1% (148/170) wild type allele that were sensitive to CQ. In Eastern Ethiopia, SNPs in the pfmdr1 locus N86Y and pfcrt locus K76T were 28.0% (7/25) and 32% (8/25) respectively. There was no statistical difference between Southern and Eastern Ethiopia in SNPs in the pfmdr1 locus N86Y and pfcrt locus K76T (P = 0.9).
Double mutations in pvmdr1 at positions Y976F and F1076L have been suggested to be associated with reduced chloroquine susceptibility to P. vivax in Thailand and Indonesia, the two countries where P. vivax is prevalent. Other studies have addressed whether chloroquine or amodiaquine treatment failure might be associated with P. vivax isolates carrying the Y976F substitution . Pvmdr1 sequences from P.vivax, the orthologue of pfmdr1, were analyzed for the presence of mutations at positions 976 and 1076, and we found that 32.6% (70/215) of the isolates carried the F976 SNP. Mutations were not detected at codon 1076 in all P. vivax isolates studied here. On the other hand, for the investigated pvmdr1 locus Y976 (Tyr976Phe), the mutation was observed in 37.1% (59/159) of the clinical isolates from Southern Ethiopia compared to 19.6% (11/56) from Eastern Ethiopia.
In line with the current study, studies conducted in Madagascar and Brazil showed that F1076L cannot be taken as an indicator of drug resistance, but rather it is a geographic variant [46, 53, 54]. Earlier, in vivo studies conducted in Ethiopia confirmed the presence of drug resistant P. vivax[8, 35]. However, these studies were confounded by the inherent difficulties associated with in vivo tests for relapsing malaria  and the difficulties in differentiating between re-infection, recrudescence, and relapse after treatment failure .
A high proportion (97.9%, 191/195) of samples had chloroquine (CQ)-susceptible alleles at both codon 76 of pfcrt and codon 86 of pfmdr1. The rapid shift in P. falciparum from CQ-resistant to CQ-susceptible suggests that the removal of CQ for the treatment of P. falciparum or the pressure from AL that has been used since 2004 to treat falciparum malaria and mixed infection of P.falciparum and P. vivax or both may eventually lead to replacement of pfmdr1 resistance genes by susceptible parasite populations [42, 57]. Our finding was consistent with observations from Malawi , Kenya , and Tanzania , where the withdrawal of chloroquine resulted in the rapid spread of a chloroquine-susceptible Pfcrt K76 population. In Malawi, recovery of the susceptible Pfcrt-K76 from <15% to 100% within 13 years of CQ withdrawal has been reported . Moreover, a study confirmed that the pfmdr1 alleles 86 N, 184 F, and 1246D significantly increased in prevalence after AL treatment . In another in vivo study, P. falciparum parasites carrying the chloroquine-susceptible pfcrt K76 allele was selected after treatment with AL .
It was difficult to determine whether the CQ-susceptible resurgence is due to back-mutations in the CQ-resistant allele or the expansion of surviving CQ-susceptible reservoir populations. Re-expansion appears to be more common in Africa, where transmission rates are higher and naturally immune individuals are more common than in Southeast Asia (where CQ-resistant alleles appear to have gone to fixation in many areas) . It does not appear that CQ-resistant mutants in Ethiopia acquired mutations to compensate for the costs of being drug-resistant. It is believed that such compensatory mutations confer fitness levels greater than that of the original CQ-susceptible and CQ-resistant alleles . CQ-susceptible alleles clearly have a selective advantage over resistant ones, pfmdr1 Y86 having rebounded from 100% to 11% in 6 years (for samples collected on 2009 from East Ethiopia) to eight years time (for samples collected on 2011from South Ethiopia). On the other hand, N86Y mutation was rebounded from 81% to 9% [41, 52].
In Ethiopia, due to resistance developed by P. falciparum, replacement of SP by artemether-lumefantrine has been mandatory. Since 2004, artemether-lumefantrine has been the drug of choice for the treatment of P. falciparum malaria. Unlike Malawi, in Ethiopia CQ was partially withdrawn and is still the drug of choice for the treatment of uncomplicated P. vivax. This finding shows that there has been strong selection for chloroquine-sensitive parasites after the nationwide replacement of chloroquine with SP. The return of chloroquine-susceptible alleles in a country like Ethiopia, which is endemic for malaria, can be considered a positive development toward replacing the expensive artemether-lumefantrine with a safe and cheap form of CQ in combination with other short-acting drugs. Likewise, in malaria-endemic countries even partial returns of chloroquine sensitivity have a positive impact on public health .
The return of CQ-sensitive parasites is likely due to either CQ withdrawal for the treatment of P. falciparum or the pressure from AL since 2004 or both. The return of CQ-susceptible P. falciparum following declining CQ resistance will have its own contribution in the battle against malaria. If chloroquine susceptibility does become widespread in Ethiopia,the possibility of using chloroquine in the future as a combination therapy with other short-acting drugs with different pharmacokinetic and pharmacodynamics profiles will be an additional anti-malarial option. This is a positive development, since CQ is cheap, safe, well-tolerated, long-lasting, and easy-to-prepare molecule. Additional surveillance studies to investigate resistance markers of pfmdr1 and Pfcrt genes of P. falciparum in the same geographic area may help to assess the prevalence of anti-malarial resistance.
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We thank all our study volunteers. We are grateful to all the health personnel at the field sites for their extensive help in this study. We would like to thank all patients and their relatives for their participation. We are grateful to all the health personnel at the field sites for their extensive help. A special thanks to Abebaw Tiruneh, Albert Lalremruata and Justin Anthony for sharing their expertise.
SKM was supported by a DAAD fellowship to do laboratory work in University of Tübingen. The laboratory work was supported by internal grant to author TPV. Moreover, the field work for this research was supported by funds from the Sida and NORAD core grant to the Armauer Hansen Research Institute and University thematic research program of Addis Ababa University.
The authors have declared that they have no competing interests.
SKM designed and performed the field study and experiments, data analysis with drafting first draft. AA,NB, TG,RC, TT and GM contributed to the study design and study samples and revisions of MS. TPV designed the experiments, contributed to materials and tools, supervised the experiments, revision of the MS. All authors read and approved the final manuscript.
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Mekonnen, S.K., Aseffa, A., Berhe, N. et al. Return of chloroquine-sensitive Plasmodium falciparum parasites and emergence of chloroquine-resistant Plasmodium vivax in Ethiopia. Malar J 13, 244 (2014) doi:10.1186/1475-2875-13-244
- Plasmodium falciparum
- Plasmodium vivax
- pfmdr1 gene copy number