A Plasmodium falciparum genetic cross reveals the contributions of pfcrt and plasmepsin II/III to piperaquine drug resistance

Piperaquine (PPQ) is widely used in combination with dihydroartemisinin (DHA) as a first-line treatment against malaria parasites. Multiple genetic drivers of PPQ resistance have been reported, including mutations in the Plasmodium falciparum chloroquine resistance transporter (pfcrt) and increased copies of plasmepsin II/III (pm2/3). We generated a cross between a Cambodia-derived multi-drug resistant KEL1/PLA1 lineage isolate (KH004) and a drug susceptible parasite isolated in Malawi (Mal31). Mal31 harbors a wild-type (3D7-like) pfcrt allele and a single copy of pm2/3, while KH004 has a chloroquine-resistant (Dd2-like) pfcrt allele with an additional G367C substitution and four copies of pm2/3. We recovered 104 unique recombinant progeny and examined a targeted set of progeny representing all possible combinations of variants at pfcrt and pm2/3 for detailed analysis of competitive fitness and a range of PPQ susceptibility phenotypes, including PPQ survival assay (PSA), area under the dose-response curve (AUC), and a limited point IC50 (LP-IC50). We find that inheritance of the KH004 pfcrt allele is required for PPQ resistance, whereas copy number variation in pm2/3 further enhances resistance but does not confer resistance in the absence of PPQ-R-associated mutations in pfcrt. Deeper investigation of genotype-phenotype relationships demonstrates that progeny clones from experimental crosses can be used to understand the relative contributions of pfcrt, pm2/3, and parasite genetic background, to a range of PPQ-related traits and confirm the critical role of the PfCRT G367C substitution in PPQ resistance. Importance Resistance to PPQ used in combination with DHA has emerged in Cambodia and threatens to spread to other malaria-endemic regions. Understanding the causal mutations of drug resistance and their impact on parasite fitness is critical for surveillance and intervention, and can also reveal new avenues to limiting the evolution and spread of drug resistance. An experimental genetic cross is a powerful tool for pinpointing the genetic determinants of key drug resistance and fitness phenotypes and have the distinct advantage of assaying the effects of naturally evolved genetic variation. Our study was significantly strengthened because the full a range of copies of KH004 pm2/3 was inherited among the progeny clones, allowing us to directly test the role of pm2/3 copy number on resistance-related phenotypes in the context of a unique pfcrt allele. Our multi-gene model suggests an important role for both loci in the evolution of this ACT resistant parasite lineage.

[1]  P. Newton,et al.  Malaria outbreak in Laos driven by a selective sweep for Plasmodium falciparum kelch13 R539T mutants: a genetic epidemiology analysis , 2022, The Lancet. Infectious diseases.

[2]  J. Bailey,et al.  Decreased susceptibility of Plasmodium falciparum to both dihydroartemisinin and lumefantrine in northern Uganda , 2022, Nature Communications.

[3]  S. Thammapalo,et al.  Malaria Research for Tailored Control and Elimination Strategies in the Greater Mekong Subregion , 2022, The American journal of tropical medicine and hygiene.

[4]  I. Albert,et al.  Piperaquine-resistant PfCRT mutations differentially impact drug transport, hemoglobin catabolism and parasite physiology in Plasmodium falciparum asexual blood stages , 2022, PLoS pathogens.

[5]  D. Fidock,et al.  Mutant PfCRT Can Mediate Piperaquine Resistance in African Plasmodium falciparum With Reduced Fitness and Increased Susceptibility to Other Antimalarials , 2022, The Journal of infectious diseases.

[6]  A. Vaughan,et al.  Optimizing bulk segregant analysis of drug resistance using Plasmodium falciparum genetic crosses conducted in humanized mice , 2021, bioRxiv.

[7]  D. Hassabis,et al.  AlphaFold Protein Structure Database: massively expanding the structural coverage of protein-sequence space with high-accuracy models , 2021, Nucleic Acids Res..

[8]  Oriol Vinyals,et al.  Highly accurate protein structure prediction with AlphaFold , 2021, Nature.

[9]  A. Vaughan,et al.  The power and promise of genetic mapping from Plasmodium falciparum crosses utilizing human liver-chimeric mice , 2021, Communications biology.

[10]  P. Sijwali,et al.  Plasmodium falciparum Atg18 localizes to the food vacuole via interaction with the multi-drug resistance protein 1 and phosphatidylinositol 3-phosphate. , 2021, The Biochemical journal.

[11]  A. Vaughan,et al.  Humanized Mice and the Rebirth of Malaria Genetic Crosses. , 2020, Trends in parasitology.

[12]  D. Kwiatkowski,et al.  Molecular epidemiology of resistance to antimalarial drugs in the Greater Mekong subregion: an observational study , 2020, The Lancet. Infectious diseases.

[13]  Saorin Kim,et al.  Clinical and In Vitro Resistance of Plasmodium falciparum to Artesunate-Amodiaquine in Cambodia , 2020, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[14]  F. Nosten,et al.  The extended recovery ring-stage survival assay provides a superior association with patient clearance half-life and increases throughput , 2020, Malaria Journal.

[15]  P. Roepe,et al.  Origin and Spread of Evolving Artemisinin-Resistant Plasmodium falciparum Malarial Parasites in Southeast Asia. , 2019, The American journal of tropical medicine and hygiene.

[16]  Yong Zi Tan,et al.  Structure and Drug Resistance of the Plasmodium falciparum Transporter PfCRT , 2019, Nature.

[17]  D. Fidock,et al.  Plasmodium falciparum resistance to piperaquine driven by PfCRT. , 2019, The Lancet. Infectious diseases.

[18]  A. Vaughan,et al.  Pairwise growth competitions identify relative fitness relationships among artemisinin resistant Plasmodium falciparum field isolates , 2019, Malaria Journal.

[19]  Richard J Maude,et al.  Evolution and expansion of multidrug-resistant malaria in southeast Asia: a genomic epidemiology study , 2019, bioRxiv.

[20]  D. Fidock,et al.  Global Spread of Mutant PfCRT and Its Pleiotropic Impact on Plasmodium falciparum Multidrug Resistance and Fitness , 2019, mBio.

[21]  A. Vaughan,et al.  Genetic mapping of fitness determinants across the malaria parasite Plasmodium falciparum life cycle , 2019, bioRxiv.

[22]  P. Wilairat,et al.  Overexpression of plasmepsin II and plasmepsin III does not directly cause reduction in Plasmodium falciparum sensitivity to artesunate, chloroquine and piperaquine , 2018, International journal for parasitology. Drugs and drug resistance.

[23]  Juliana M. Sá,et al.  A single nucleotide polymorphism in the Plasmodium falciparum atg18 gene associates with artemisinin resistance and confers enhanced parasite survival under nutrient deprivation , 2018, Malaria Journal.

[24]  D. Fidock,et al.  Emerging Southeast Asian PfCRT mutations confer Plasmodium falciparum resistance to the first-line antimalarial piperaquine , 2018, Nature Communications.

[25]  F. Nosten,et al.  Fitness Costs and the Rapid Spread of kelch13-C580Y Substitutions Conferring Artemisinin Resistance , 2018, Antimicrobial Agents and Chemotherapy.

[26]  S. Schaffner,et al.  Plasmepsin II–III copy number accounts for bimodal piperaquine resistance among Cambodian Plasmodium falciparum , 2018, Nature Communications.

[27]  E. Ashley,et al.  Malaria , 2018, The Lancet.

[28]  D. Wirth,et al.  Inactivation of Plasmepsins 2 and 3 Sensitizes Plasmodium falciparum to the Antimalarial Drug Piperaquine , 2018, Antimicrobial Agents and Chemotherapy.

[29]  Jim Stalker,et al.  Origins of the current outbreak of multidrug-resistant malaria in southeast Asia: a retrospective genetic study , 2017, bioRxiv.

[30]  S. Schaffner,et al.  hmmIBD: software to infer pairwise identity by descent between haploid genotypes , 2017, bioRxiv.

[31]  D. Fidock,et al.  Antimalarial drug resistance: linking Plasmodium falciparum parasite biology to the clinic , 2017, Nature Medicine.

[32]  E. Winzeler,et al.  A Variant PfCRT Isoform Can Contribute to Plasmodium falciparum Resistance to the First-Line Partner Drug Piperaquine , 2017, mBio.

[33]  Mehul Dhorda,et al.  The spread of artemisinin-resistant Plasmodium falciparum in the Greater Mekong subregion: a molecular epidemiology observational study , 2017, The Lancet. Infectious diseases.

[34]  A. Dondorp New genetic marker for piperaquine resistance in Plasmodium falciparum. , 2017, The Lancet. Infectious diseases.

[35]  D. Kwiatkowski,et al.  Genetic markers associated with dihydroartemisinin-piperaquine failure in Plasmodium falciparum malaria in Cambodia: a genotype-phenotype association study. , 2017, The Lancet. Infectious diseases.

[36]  D. Fidock,et al.  A surrogate marker of piperaquine-resistant Plasmodium falciparum malaria: a phenotype–genotype association study , 2017, The Lancet. Infectious diseases.

[37]  F. Nosten,et al.  Population Parameters Underlying an Ongoing Soft Sweep in Southeast Asian Malaria Parasites , 2016, Molecular biology and evolution.

[38]  X. Su,et al.  Genome-wide association analysis identifies genetic loci associated with resistance to multiple antimalarials in Plasmodium falciparum from China-Myanmar border , 2016, Scientific Reports.

[39]  Gil McVean,et al.  Indels, structural variation, and recombination drive genomic diversity in Plasmodium falciparum , 2016, Genome research.

[40]  Nicholas P. J. Day,et al.  Genomic epidemiology of artemisinin resistant malaria. , 2016, eLife.

[41]  M. Fay,et al.  Dihydroartemisinin-piperaquine resistance in Plasmodium falciparum malaria in Cambodia: a multisite prospective cohort study. , 2016, The Lancet. Infectious diseases.

[42]  Saorin Kim,et al.  Plasmodium falciparum dihydroartemisinin-piperaquine failures in Cambodia are associated with mutant K13 parasites presenting high survival rates in novel piperaquine in vitro assays: retrospective and prospective investigations , 2015, BMC Medicine.

[43]  D. Wirth,et al.  Adaptive evolution of malaria parasites in French Guiana: Reversal of chloroquine resistance by acquisition of a mutation in pfcrt , 2015, Proceedings of the National Academy of Sciences.

[44]  Adele M. Lehane,et al.  PfCRT and its role in antimalarial drug resistance. , 2012, Trends in parasitology.

[45]  John C. Tan,et al.  Analysis of Plasmodium falciparum diversity in natural infections by deep sequencing , 2012, Nature.

[46]  Antje Engelhardt,et al.  Assessing dominance hierarchies: validation and advantages of progressive evaluation with Elo-rating , 2011, Animal Behaviour.

[47]  Toshihiro Mita,et al.  Spread and evolution of Plasmodium falciparum drug resistance. , 2009, Parasitology international.

[48]  Hao Wu,et al.  R/qtl: QTL Mapping in Experimental Crosses , 2003, Bioinform..

[49]  John C. Wootton,et al.  Genetic diversity and chloroquine selective sweeps in Plasmodium falciparum , 2002, Nature.

[50]  G. Churchill,et al.  A statistical framework for quantitative trait mapping. , 2001, Genetics.

[51]  R. Doerge,et al.  Empirical threshold values for quantitative trait mapping. , 1994, Genetics.

[52]  D Payne,et al.  Spread of chloroquine resistance in Plasmodium falciparum. , 1987, Parasitology today.

[53]  F. Mockenhaupt,et al.  Field-based evidence for linkage of mutations associated with chloroquine (pfcrt/pfmdr1) and sulfadoxine-pyrimethamine (pfdhfr/pfdhps) resistance and for the fitness cost of multiple mutations in P. falciparum. , 2007, Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases.