Research Article
17 August 2011

Characterization of Treatment Failure in Efficacy Trials of Drugs against Plasmodium vivax by Genotyping Neutral and Drug Resistance-Associated Markers

ABSTRACT

Plasmodium vivax intervention trials customarily report uncorrected treatment failure rates. Application of recrudescence-reinfection genotyping and drug resistance single-nucleotide polymorphism typing to a 4-arm comparative efficacy trial illustrated that molecular approaches can assist in understanding the relative contributions of true drug resistance (recurrent with same genotype) and new infections to treatment failure. The PCR-corrected adequate clinical and parasitologic response may constitute an informative secondary endpoint in future P. vivax drug trials.

TEXT

Approximately 40% of the world's population is at risk of vivax malaria (7). Recent interest in this infection has been heightened by the emergence of chloroquine (CQ) resistance in 1989 (21) and subsequent reports of severe disease (6, 25). There has been a resultant increase in monitoring of Plasmodium vivax drug sensitivity through efficacy trials (2, 12, 19, 20, 22) and identification of molecular markers of resistance (1, 8, 16, 24).
Recurrent P. vivax parasitemia in intervention trials may indicate not only treatment failure but also activation of liver-stage hypnozoites (relapses) or a new infection (17). Two studies of patients not at risk of reinfection found that most relapses were genetically distinct from the primary infections (4, 10). Standardized genotyping protocols characterizing treatment failure have not yet been developed for antimalarial trials for vivax malaria. However, candidate markers on genes coding for surface proteins (2, 9, 14) or neutral markers such as microsatellites (10, 13, 14) could, if sufficiently polymorphic, allow discrimination between strains in assessing posttreatment recurrence in a way analogous to that established for falciparum malaria (26). In a recent study of small numbers of children in Papua New Guinea (PNG) treated with amodiaquine or CQ plus sulfadoxine-pyrimethamine (SP), the authors recommended use of two highly polymorphic markers associated with a very low probability of independent infections carrying the same alleles (14). We have utilized this approach in a retrospective analysis of samples taken from a larger number of PNG children participating in an efficacy trial comparing CQ-SP and three artemisinin combination therapies (ACTs) (12), and we performed a complementary analysis of 4-aminoquinoline and SP drug resistance markers (3, 5, 15, 24).
The study was conducted in Madang and East Sepik Provinces between 2005 and 2007 (12) and involved 195 children aged 0.5 to 5 years with >250 P. vivax asexual forms/μl and no features of severe malaria who were randomly assigned to CQ-SP, artesunate-SP (ARTS-SP), dihydroartemisinin-piperaquine (DHA-PIP), or artemether-lumefantrine (AL) arms of the trial. The non-PCR-corrected clinical and parasitologic failure rates were 49.0%, 48.7%, 15.8%, and 51.5%, respectively, after 28 days of follow-up and 87.0%, 66.7%, 30.6%, and 69.7% after 42 days. There was no difference between the rate of recurrent P. vivax parasitemia between the CQ-SP, ARTS-SP, and AL arms (P = 0.28, log rank test) (Fig. 1A).
Fig. 1.
Fig. 1. Kaplan-Meier curves for time to first recurrent P. vivax infection during 6 weeks of follow-up. (A) Time to any recurrent P. vivax parasitemia; (B) time to recurrent infection with the same genotype; (C) time to recurrent infection with a new genotype.
Genotyping based on length polymorphism of a region of msp1 (msp1F3) and a microsatellite, MS16, was performed; this combination has a probability of <0.25% for two isolates to carry the same alleles (14). Recurrent infections occurring during 42 days of follow-up that contained at least one genotype present at baseline were classified as recurrent infections with the same genotype, and recurrences with a different genotype were classified as new infections. Since P. vivax genotyping was not prespecified and in view of limited sample volumes, usable blood samples on the day of recurrent parasitemia were available for 70.1% and 70.3% of the samples to days 28 and 42, respectively. The present substudy was approved by the PNG IMR Institutional Review Board (approval 1029).
During 28 days of follow-up, there were no significant differences between CQ-SP, ARTS-SP, or AL in the rates of either recurrent parasitemia with the same genotype (Fig. 1B) (P = 0.74) or new infections (Fig. 1C) (P = 0.59). Up to day 42, there were significantly more cases of recurrent parasitemia with the same genotype in the CQ-SP arm but not in the number of new infections (Table 1). At days 28 and 42, fewer infections with either the same or different genotypes were observed after DHA-PIP (Table 1). Day 42 treatment failure rates were 87.0%, 66.7%, 69.7%, and 30.6% for CQ-SP, ARTS-SP, AL, and DHA-PIP, respectively, and 51.4%, 28.1%, 22.2%, and 9.7% after PCR correction.
Table 1.
Table 1. Genotyping results of recurrent parasitemia during 6 weeks of follow-up
Follow-up period, genotyping method, and resultNo. of patients in assessment group and no. (%) with indicated resultP valuea
CQ-SPART-SPALDHA-PIP3 single armsDHA vs combined
28-day assessment51393338  
    Noncorrected ACPR26 (51.0)20 (51.3)16 (48.5)32 (84.2)0.97<0.001
    Evaluable by PCR44342934  
        No recurrent parasitemia26 (59.1)20 (58.8)16 (55.2)32 (94.1)  
        Same genotype10 (22.7)4 (11.8)6 (20.7)1 (2.9)0.440.03
        New infection8 (18.2)10 (29.4)7 (22.6)1 (2.9)0.510.005
    PCR-corrected ACPRb34 (77.3)30 (88.2)23 (79.3)33 (97.1)0.440.03
42-day assessment46393336  
    Noncorrected ACPR6 (13.0)13 (33.3)10 (30.3)25 (69.4)0.03<0.001
    Evaluable by PCR35322731  
        No recurrent parasitemia6 (17.1)13 (40.6)10 (37.0)25 (80.6)  
        Same genotype18 (51.4)9 (28.1)6 (22.2)3 (9.7)0.030.01
        New infection11 (31.4)10 (31.3)11 (40.7)3 (9.7)0.940.03
    PCR-corrected ACPRb17 (48.6)23 (71.9)21 (77.8)28 (90.3)0.030.01
a
Based on a chi-squared test, with P values for the CQ-SP, ART-SP, and AL treatments arms (single arms) or for DHA-PIP and the other three arms combined (“combined”).
b
PCR-corrected ACPR, the sum of no recurrent parasitemia and new infections.
To better understand these differences, we screened mutations in two P. vivax genes related to SP or 4-aminoquinoline resistance, namely, dhfr (5) and mdr1 (3, 23). Of patients allocated to the CQ-SP or ARTS-SP groups, 32 (69.6%) and 38 (71.8%), respectively, were infected with at least one triple or quadruple dhfr mutant parasite at enrolment (57L, 58R, and 61 M, ± 117T). While the small sample size did not allow firm conclusions regarding selection of mutant parasites, an increase in the frequency of triple/quadruple dhfr mutants was observed in the recurrent parasitemias with the same genotype (based on msp1/MS16 genotyping) in the CQ-SP (15/18; 83.3%) and ARTS-SP (9/9; 100%) arms. No such increase was observed in the AL arm (20/32 [62.5%] versus 4/6 [66.7%]). In the CQ-SP arm, the presence of parasites with triple/quadruple dhfr (57L, 58R, 61M/117T) plus mdr1 976F was associated with treatment failure (recurrent parasitemia with same genotype) with an odds ratio of 3.9 (95% confidence interval, 0.6–28.2; P = 0.08). Given the overall high levels of triple/quadruple dhfr mutants, this adds to emerging evidence that mdr1 (976F) mutations may be involved in reduced P. vivax CQ sensitivity (16, 24).
Despite comparable non-PCR-corrected adequate clinical and parasitologic responses (ACPRs), the genotyping/molecular marker data reveal between-treatment differences in recurrent parasitemia that reflect the pharmacodynamic and pharmacokinetic profiles of the antimalarial drugs (11, 18, 27). Given the high prevalence of quadruple dhfr mutant parasites and the relatively short elimination half-lives of the components, SP is likely to have contributed little to either initial parasite clearance or to prevention of new (or relapsing) infections during follow-up in the CQ-SP and ARTS-SP arms. Thus, ARTS would have been primarily responsible for successful initial clearance in the latter arm. The predominantly late occurrence of recurrent parasitemia irrespective of origin in the CQ-SP arm indicates that CQ remained partially effective despite the positive selection of mdr1 mutant (976F) parasites. The difference in efficacy between DHA-PIP and AL may largely reflect the terminal elimination half-lives of PIP (3 to 4 weeks) and lumefantrine (4 to 6 days), with long-lasting PIP suppression of reinfections and relapses regardless of genotype and plasma lumefantrine concentrations beyond 2 weeks posttreatment that were insufficient to prevent recurrence (20).
The present preliminary data highlight the important potential contribution that genotyping/molecular marker typing can make to improved characterization of recurrent parasitemia in P. vivax intervention trials. Since genotyping cannot differentiate between true failures and relapses with the same genotype, the primary endpoint should remain ACPR without genotyping. However, ACPR after genotyping based on epidemiologically appropriate markers could be added as a secondary endpoint. Further research may promote harmonization of P. vivax genotyping protocols and the adoption of consensus recommendations.

Acknowledgments

The intervention trial was sponsored by WHO Western Pacific Region, Rotary Against Malaria (PNG), and the National Health and Medical Research Council (NHMRC) of Australia (grant 353663). The present substudy was funded by NHMRC project grant 1010203. T.M.E.D. was supported by an NHMRC Practitioner fellowship.

REFERENCES

1.
Barnadas C. et al. 2009. High prevalence and fixation of Plasmodium vivax dhfr/dhps mutations related to sulfadoxine/pyrimethamine resistance in French Guiana. Am. J. Trop. Med. Hyg. 81:19–22.
2.
Barnadas C. et al. 2008. Plasmodium vivax resistance to chloroquine in Madagascar: clinical efficacy and polymorphisms in pvmdr1 and pvcrt-o genes. Antimicrob. Agents Chemother. 52:4233–4240.
3.
Brega S. et al. 2005. Identification of the Plasmodium vivax mdr-like gene (pvmdr1) and analysis of single-nucleotide polymorphisms among isolates from different areas of endemicity. J. Infect. Dis. 191:272–277.
4.
Chen N., Auliff A., Rieckmann K., Gatton M., and Cheng Q. 2007. Relapses of Plasmodium vivax infection result from clonal hypnozoites activated at predetermined intervals. J. Infect. Dis. 195:934–941.
5.
de Pecoulas P. E., Tahar R., Ouatas T., Mazabraud A., and Basco L. K. 1998. Sequence variations in the Plasmodium vivax dihydrofolate reductase-thymidylate synthase gene and their relationship with pyrimethamine resistance. Mol. Biochem. Parasitol. 92:265–273.
6.
Genton B. et al. 2008. Plasmodium vivax and mixed infections are associated with severe malaria in children: a prospective cohort study from Papua New Guinea. PLoS Med. 5:e127.
7.
Guerra C. A. et al. 2010. The international limits and population at risk of Plasmodium vivax transmission in 2009. PLoS Negl. Trop. Dis. 4:e774.
8.
Hawkins V. N., Joshi H., Rungsihirunrat K., Na-Bangchang K., and Sibley C. H. 2007. Antifolates can have a role in the treatment of Plasmodium vivax. Trends Parasitol. 23:213–222.
9.
Imwong M. et al. 2005. Practical PCR genotyping protocols for Plasmodium vivax using Pvcs and Pvmsp1. Malar. J. 4:20.
10.
Imwong M. et al. 2007. Relapses of Plasmodium vivax infection usually result from activation of heterologous hypnozoites. J. Infect. Dis. 195:927–933.
11.
Karunajeewa H. A. et al. 2008. Pharmacokinetics and efficacy of piperaquine and chloroquine in Melanesian children with uncomplicated malaria. Antimicrob. Agents Chemother. 52:237–243.
12.
Karunajeewa H. A. et al. 2008. A trial of combination antimalarial therapies in children from Papua New Guinea. N. Engl. J. Med. 359:2545–2557.
13.
Karunaweera N. D. et al. 2008. Extensive microsatellite diversity in the human malaria parasite Plasmodium vivax. Gene 410:105–112.
14.
Koepfli C. et al. 2009. Evaluation of Plasmodium vivax genotyping markers for molecular monitoring in clinical trials. J. Infect. Dis. 199:1074–1080.
15.
Korsinczky M. et al. 2004. Sulfadoxine resistance in Plasmodium vivax is associated with a specific amino acid in dihydropteroate synthase at the putative sulfadoxine-binding site. Antimicrob. Agents Chemother. 48:2214–2222.
16.
Marfurt J. et al. 2008. Molecular markers of in vivo Plasmodium vivax resistance to amodiaquine plus sulphadoxinepyrimethamine: mutations in pvdhfr and pvmdr1. J. Infect. Dis. 198:409–417.
17.
Mueller I. et al. 2009. Key gaps in the knowledge of Plasmodium vivax, a neglected human malaria parasite. Lancet Infect. Dis. 9:555–566.
18.
Mwesigwa J. et al. 2010. Pharmacokinetics of artemether-lumefantrine and artesunate-amodiaquine in children in Kampala, Uganda. Antimicrob. Agents Chemother. 54:52–59.
19.
Myint H. Y. et al. 2004. A systematic overview of published antimalarial drug trials. Trans. R. Soc. Trop. Med. Hyg. 98:73–81.
20.
Ratcliff A. et al. 2007. Two fixed-dose artemisinin combinations for drug-resistant falciparum and vivax malaria in Papua, Indonesia: an open-label randomised comparison. Lancet 369:757–765.
21.
Rieckmann K. H., Davis D. R., and Hutton D. C. 1989. Plasmodium vivax resistance to chloroquine? Lancet ii:1183–1184.
22.
Ruebush T. K. et al. 2003. Chloroquine-resistant Plasmodium vivax malaria in Peru. Am. J. Trop. Med. Hyg. 69:548–552.
23.
Sa J. M. et al. 2005. Plasmodium vivax: allele variants of the mdr1 gene do not associate with chloroquine resistance among isolates from Brazil, Papua, and monkey-adapted strains. Exp. Parasitol. 109:256–259.
24.
Suwanarusk R. et al. 2007. Chloroquine resistant Plasmodium vivax: in vitro characterisation and association with molecular polymorphisms. PLoS One 2:e1089.
25.
Tjitra E. et al. 2008. Multidrug-resistant Plasmodium vivax associated with severe and fatal malaria: a prospective study in Papua, Indonesia. PLoS Med. 5:e128.
26.
WHO. 2008. Methods and techniques for clinical trials on antimalarial drug efficacy: genotyping to identify parasite populations. World Health Organization, Geneva, Switzerland.
27.
Winstanley P. A. et al. 1992. The disposition of oral and intramuscular pyrimethamine/sulphadoxine in Kenyan children with high parasitaemia but clinically non-severe falciparum malaria. Br. J. Clin. Pharmacol. 33:143–148.

Information & Contributors

Information

Published In

cover image Antimicrobial Agents and Chemotherapy
Antimicrobial Agents and Chemotherapy
Volume 55Number 9September 2011
Pages: 4479 - 4481
PubMed: 21709097

History

Received: 10 November 2010
Revision received: 18 January 2011
Accepted: 14 June 2011
Published online: 17 August 2011

Permissions

Request permissions for this article.

Contributors

Authors

Celine Barnadas
Vector Borne Diseases Unit, PNG Institute of Medical Research, Goroka, Papua New Guinea
Center for Global Health & Diseases, Case Western Reserve University, Cleveland, Ohio
Infection & Immunity Division, Walter & Eliza Hall Institute, Melbourne, Australia
Cristian Koepfli
Swiss Tropical and Public Health Institute, Basel, Switzerland
Harin A. Karunajeewa
School of Medicine and Pharmacology, University of Western Australia, Perth, Australia
Present address: Division of Medicine, Western Hospital, Footscray, Victoria, Australia.
Peter M. Siba
Vector Borne Diseases Unit, PNG Institute of Medical Research, Goroka, Papua New Guinea
Timothy M. E. Davis
School of Medicine and Pharmacology, University of Western Australia, Perth, Australia
Ivo Mueller [email protected]
Vector Borne Diseases Unit, PNG Institute of Medical Research, Goroka, Papua New Guinea
Infection & Immunity Division, Walter & Eliza Hall Institute, Melbourne, Australia
Barcelona Centre for International Health Research, Barcelona, Spain

Metrics & Citations

Metrics

Note:

  • For recently published articles, the TOTAL download count will appear as zero until a new month starts.
  • There is a 3- to 4-day delay in article usage, so article usage will not appear immediately after publication.
  • Citation counts come from the Crossref Cited by service.

Citations

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. For an editable text file, please select Medlars format which will download as a .txt file. Simply select your manager software from the list below and click Download.

View Options

Figures

Tables

Media

Share

Share

Share the article link

Share with email

Email a colleague

Share on social media

American Society for Microbiology ("ASM") is committed to maintaining your confidence and trust with respect to the information we collect from you on websites owned and operated by ASM ("ASM Web Sites") and other sources. This Privacy Policy sets forth the information we collect about you, how we use this information and the choices you have about how we use such information.
FIND OUT MORE about the privacy policy