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      Barcoding Genetically Distinct Plasmodium falciparum Strains for Comparative Assessment of Fitness and Antimalarial Drug Resistance

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          ABSTRACT

          The repeated emergence of antimalarial drug resistance in Plasmodium falciparum, including to the current frontline antimalarial artemisinin, is a perennial problem for malaria control. Next-generation sequencing has greatly accelerated the identification of polymorphisms in resistance-associated genes but has also highlighted the need for more sensitive and accurate laboratory tools to profile current and future antimalarials and to quantify the impact of drug resistance acquisition on parasite fitness. The interplay of fitness and drug response is of fundamental importance in understanding why particular genetic backgrounds are better at driving the evolution of drug resistance in natural populations, but the impact of parasite fitness landscapes on the epidemiology of drug resistance has typically been laborious to accurately quantify in the lab, with assays being limited in accuracy and throughput. Here we present a scalable method to profile fitness and drug response of genetically distinct P. falciparum strains with well-described sensitivities to several antimalarials. We leverage CRISPR/Cas9 genome-editing and barcode sequencing to track unique barcodes integrated into a nonessential gene ( pfrh3). We validate this approach in multiplex competitive growth assays of three strains with distinct geographical origins. Furthermore, we demonstrate that this method can be a powerful approach for tracking artemisinin response as it can identify an artemisinin resistant strain within a mix of multiple parasite lines, suggesting an approach for scaling the laborious ring-stage survival assay across libraries of barcoded parasite lines. Overall, we present a novel high-throughput method for multiplexed competitive growth assays to evaluate parasite fitness and drug response.

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          Most cited references55

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          Human malaria parasites in continuous culture

          Plasmodium falciparum can now be maintained in continuous culture in human erythrocytes incubated at 38 degrees C in RPMI 1640 medium with human serum under an atmosphere with 7 percent carbon dioxide and low oxygen (1 or 5 percent). The original parasite material, derived from an infected Aotus trivirgatus monkey, was diluted more than 100 million times by the addition of human erythrocytes at 3- or 4-day intervals. The parasites continued to reproduce in their normal asexual cycle of approximately 48 hours but were no longer highly synchronous. The have remained infective to Aotus.
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            A molecular marker of artemisinin-resistant Plasmodium falciparum malaria.

            Plasmodium falciparum resistance to artemisinin derivatives in southeast Asia threatens malaria control and elimination activities worldwide. To monitor the spread of artemisinin resistance, a molecular marker is urgently needed. Here, using whole-genome sequencing of an artemisinin-resistant parasite line from Africa and clinical parasite isolates from Cambodia, we associate mutations in the PF3D7_1343700 kelch propeller domain ('K13-propeller') with artemisinin resistance in vitro and in vivo. Mutant K13-propeller alleles cluster in Cambodian provinces where resistance is prevalent, and the increasing frequency of a dominant mutant K13-propeller allele correlates with the recent spread of resistance in western Cambodia. Strong correlations between the presence of a mutant allele, in vitro parasite survival rates and in vivo parasite clearance rates indicate that K13-propeller mutations are important determinants of artemisinin resistance. K13-propeller polymorphism constitutes a useful molecular marker for large-scale surveillance efforts to contain artemisinin resistance in the Greater Mekong Subregion and prevent its global spread.
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              Complete chemical synthesis, assembly, and cloning of a Mycoplasma genitalium genome.

              We have synthesized a 582,970-base pair Mycoplasma genitalium genome. This synthetic genome, named M. genitalium JCVI-1.0, contains all the genes of wild-type M. genitalium G37 except MG408, which was disrupted by an antibiotic marker to block pathogenicity and to allow for selection. To identify the genome as synthetic, we inserted "watermarks" at intergenic sites known to tolerate transposon insertions. Overlapping "cassettes" of 5 to 7 kilobases (kb), assembled from chemically synthesized oligonucleotides, were joined by in vitro recombination to produce intermediate assemblies of approximately 24 kb, 72 kb ("1/8 genome"), and 144 kb ("1/4 genome"), which were all cloned as bacterial artificial chromosomes in Escherichia coli. Most of these intermediate clones were sequenced, and clones of all four 1/4 genomes with the correct sequence were identified. The complete synthetic genome was assembled by transformation-associated recombination cloning in the yeast Saccharomyces cerevisiae, then isolated and sequenced. A clone with the correct sequence was identified. The methods described here will be generally useful for constructing large DNA molecules from chemically synthesized pieces and also from combinations of natural and synthetic DNA segments.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                mBio
                mBio
                mbio
                mBio
                American Society for Microbiology (1752 N St., N.W., Washington, DC )
                2150-7511
                16 August 2022
                Sep-Oct 2022
                16 August 2022
                : 13
                : 5
                : e00937-22
                Affiliations
                [a ] Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, United Kingdom
                [b ] Max Planck Institute for Infection Biologygrid.418159.0, , Berlin, Germany
                [c ] Medical Research Council Unit The Gambia at the London School of Hygiene and Tropical Medicine, Banjul, The Gambia
                [d ] The Francis Crick Institutegrid.451388.3, , London, United Kingdom
                [e ] Biologics Engineering, Early Oncology, AstraZeneca, Cambridge, United Kingdom
                [f ] Cambridge Institute for Medical Research, University of Cambridge, Cambridge, United Kingdom
                University of Geneva
                Author notes

                The authors declare no conflict of interest.

                Author information
                https://orcid.org/0000-0002-7953-4376
                https://orcid.org/0000-0002-4973-0915
                Article
                00937-22 mbio.00937-22
                10.1128/mbio.00937-22
                9600763
                35972144
                155b67f5-e1d5-4b70-897f-ce29eeeabb22
                Copyright © 2022 Carrasquilla et al.

                This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license.

                History
                : 4 April 2022
                : 27 July 2022
                Page count
                supplementary-material: 7, Figures: 4, Tables: 0, Equations: 0, References: 55, Pages: 14, Words: 9764
                Funding
                Funded by: Wellcome Trust (WT), FundRef https://doi.org/10.13039/100010269;
                Award ID: 206194/Z/17/Z
                Award Recipient :
                Categories
                Research Article
                editors-pick, Editor's Pick
                genetics-and-molecular-biology, Genetics and Molecular Biology
                Custom metadata
                September/October 2022

                Life sciences
                apicomplexan parasites,drug resistance,fitness,malaria
                Life sciences
                apicomplexan parasites, drug resistance, fitness, malaria

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