A surrogate marker of piperaquine-resistant Plasmodium falciparum malaria: a phenotype–genotype association study

Abstract : BACKGROUND: Western Cambodia is the epicentre of Plasmodium falciparum multidrug resistance and is facing high rates of dihydroartemisinin-piperaquine treatment failures. Genetic tools to detect the multidrug-resistant parasites are needed. Artemisinin resistance can be tracked using the K13 molecular marker, but no marker exists for piperaquine resistance. We aimed to identify genetic markers of piperaquine resistance and study their association with dihydroartemisinin-piperaquine treatment failures. METHODS: We obtained blood samples from Cambodian patients infected with P falciparum and treated with dihydroartemisinin-piperaquine. Patients were followed up for 42 days during the years 2009-15. We established in-vitro and ex-vivo susceptibility profiles for a subset using piperaquine survival assays. We determined whole-genome sequences by Illumina paired-reads sequencing, copy number variations by qPCR, RNA concentrations by qRT-PCR, and protein concentrations by immunoblotting. Fisher's exact and non-parametric Wilcoxon rank-sum tests were used to identify significant differences in single-nucleotide polymorphisms or copy number variants, respectively, for differential distribution between piperaquine-resistant and piperaquine-sensitive parasite lines. FINDINGS: Whole-genome exon sequence analysis of 31 culture-adapted parasite lines associated amplification of the plasmepsin 2-plasmepsin 3 gene cluster with in-vitro piperaquine resistance. Ex-vivo piperaquine survival assay profiles of 134 isolates correlated with plasmepsin 2 gene copy number. In 725 patients treated with dihydroartemisinin-piperaquine, multicopy plasmepsin 2 in the sample collected before treatment was associated with an adjusted hazard ratio (aHR) for treatment failure of 20·4 (95% CI 9·1-45·5, p<0·0001). Multicopy plasmepsin 2 predicted dihydroartemisinin-piperaquine failures with 0·94 (95% CI 0·88-0·98) sensitivity and 0·77 (0·74-0·81) specificity. Analysis of samples collected across the country from 2002 to 2015 showed that the geographical and temporal increase of the proportion of multicopy plasmepsin 2 parasites was highly correlated with increasing dihydroartemisinin-piperaquine treatment failure rates (r=0·89 [95% CI 0·77-0·95], p<0·0001, Spearman's coefficient of rank correlation). Dihydroartemisinin-piperaquine efficacy at day 42 fell below 90% when the proportion of multicopy plasmepsin 2 parasites exceeded 22%. INTERPRETATION: Piperaquine resistance in Cambodia is strongly associated with amplification of plasmepsin 2-3, encoding haemoglobin-digesting proteases, regardless of the location. Multicopy plasmepsin 2 constitutes a surrogate molecular marker to track piperaquine resistance. A molecular toolkit combining plasmepsin 2 with K13 and mdr1 monitoring should provide timely information for antimalarial treatment and containment policies
Type de document :
Article dans une revue
Lancet Infectious Diseases, Elsevier, 2016, In Press, Corrected Proof, <http://www.sciencedirect.com/science/article/pii/S1473309916304157>. <10.1016/S1473-3099(16)30415-7>
Liste complète des métadonnées

Contributeur : Eric Legrand <>
Soumis le : mardi 22 novembre 2016 - 16:36:41
Dernière modification le : jeudi 20 juillet 2017 - 09:26:33
Document(s) archivé(s) le : mardi 21 mars 2017 - 09:57:52


Publication financée par une institution


Distributed under a Creative Commons Paternité 4.0 International License



Benoit Witkowski, Valentine Duru, Nimol Khim, Leila S Ross, Benjamin Saintpierre, et al.. A surrogate marker of piperaquine-resistant Plasmodium falciparum malaria: a phenotype–genotype association study. Lancet Infectious Diseases, Elsevier, 2016, In Press, Corrected Proof, <http://www.sciencedirect.com/science/article/pii/S1473309916304157>. <10.1016/S1473-3099(16)30415-7>. <pasteur-01400955>



Consultations de
la notice


Téléchargements du document