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

February 1, 2017 at 2:08 pm

Lancet Infectious Diseases February 2017 V.17 N.2 P.174–183

Benoit Witkowski, PhD†, Valentine Duru, MSc†, Nimol Khim, PhD, Leila S Ross, PhD, Benjamin Saintpierre, MSc, Johann Beghain, MSc, Sophy Chy, BS, Saorin Kim, BS, Sopheakvatey Ke, BS, Nimol Kloeung, BS, Rotha Eam, BS, Chanra Khean, BS, Malen Ken, BS, Kaknika Loch, BS, Anthony Bouillon, PhD, Anais Domergue, MSc, Laurence Ma, MSc, Christiane Bouchier, PhD, Rithea Leang, PhD, Rekol Huy, MD, Prof Grégory Nuel, PhD, Jean-Christophe Barale, PhD, Eric Legrand, PhD, Pascal Ringwald, MD, Prof David A Fidock, PhD, Odile Mercereau-Puijalon, PhD, Frédéric Ariey, PhD, Dr Didier Ménard, PhD


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.


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.


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%.


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.


Institut Pasteur in Cambodia, Institut Pasteur Paris, National Institutes of Health, WHO, Agence Nationale de la Recherche, Investissement d’Avenir programme, Laboratoire d’Excellence Integrative “Biology of Emerging Infectious Diseases”.






Entry filed under: Antiparasitarios, Biología Molecular, Epidemiología, FIEBRE en el POST-VIAJE, Infecciones parasitarias, Medicina del viajero, Metodos diagnosticos, Update, Zoonosis.

Genetic markers associated with dihydroartemisinin–piperaquine failure in Plasmodium falciparum malaria in Cambodia: a genotype–phenotype association study Safety, tolerability, and efficacy of repeated doses of dihydroartemisinin-piperaquine for prevention and treatment of malaria: a systematic review and meta-analysis


February 2017
« Jan   Mar »

Most Recent Posts

%d bloggers like this: