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      Population genomics identifies a distinct Plasmodium vivax population on the China-Myanmar border of Southeast Asia

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          Abstract

          Plasmodium vivax has become the predominant malaria parasite and a major challenge for malaria elimination in the Greater Mekong Subregion (GMS). Yet, our knowledge about the evolution of P. vivax populations in the GMS is fragmental. We performed whole genome sequencing on 23 P. vivax samples from the China-Myanmar border (CMB) and used 21 high-coverage samples to compare to over 200 samples from the rest of the GMS. Using genome-wide single nucleotide polymorphisms (SNPs), we analyzed population differentiation, genetic structure, migration and potential selection using an array of methods. The CMB parasites displayed a higher proportion of monoclonal infections, and 52% shared over 90% of their genomes in identity-by-descent segments with at least one other sample from the CMB, suggesting preferential expansion of certain parasite strains in this region, likely resulting from the P. vivax outbreaks occurring during this study period. Principal component, admixture, fixation index and phylogenetic analyses all identified that parasites from the CMB were genetically distinct from parasites from eastern parts of the GMS (Cambodia, Laos, Vietnam, and Thailand), whereas the eastern GMS parasite populations were largely undifferentiated. Such a genetic differentiation pattern of the P. vivax populations from the GMS parasite was largely explainable through geographic distance. Using the genome-wide SNPs, we narrowed down to a set of 36 SNPs for differentiating parasites from different areas of the GMS. Genome-wide scans to determine selection in the genome with two statistical methods identified genes potentially under drug selection, including genes associated with antifolate resistance and genes linked to chloroquine resistance in Plasmodium falciparum.

          Author summary

          Plasmodium vivax is an understudied malaria parasite compared to P. falciparum despite that it is the most common Plasmodium species outside of Africa. In the Greater Mekong Subregion (GMS), the increased proportion of P. vivax proves its resilience to conventional malaria control measures. Within the GMS malaria incidence is highly heterogeneous, typified by more intensive malaria transmission along international borders. Understanding the transmission between countries and tracking parasite introduction are therefore essential to eliminating malaria within this region. The China-Myanmar border (CMB) presents such an example wherein China has eliminated autochthonous malaria cases, while Myanmar has high malaria incidence. Malaria on the CMB is nearly entirely due to P. vivax, yet few studies investigated the genetics and evolution of the P. vivax populations in the area. Here we used whole-genome sequencing for a holistic analysis of P. vivax from the CMB and compared them to those from other sites of the GMS. Parasites on the CMB had a significantly higher proportion (75%) of monoclonal infection than parasites from other regions. Many of the CMB parasites showed significant genetic sharing that is consistent with the result of clonal expansion, consistent with the malaria outbreak occurring during the study period. While P. vivax parasites from the entire GMS were substantially mixed with no evidence of significant gene flow barriers, those from the CMB were more genetically distinct from other populations. Genome-wide scans for selection identified genes potentially under selection, and especially notable are genes associated with sulfadoxine/pyrimethamine resistance. Genes also under selection include those potentially encoding membrane channels and transporters, which were associated with drug resistance in P. falciparum. Moreover, this population genomic study also identified a set of 36 single nucleotide polymorphisms, which could serve as a barcode for differentiating parasites from various regions of the GMS, a task that is important for the final phase of regional malaria elimination.

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          Most cited references39

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          Analysis of Plasmodium falciparum diversity in natural infections by deep sequencing

          Malaria elimination strategies require surveillance of the parasite population for genetic changes that demand a public health response, such as new forms of drug resistance. 1,2 Here we describe methods for large-scale analysis of genetic variation in Plasmodium falciparum by deep sequencing of parasite DNA obtained from the blood of patients with malaria, either directly or after short term culture. Analysis of 86,158 exonic SNPs that passed genotyping quality control in 227 samples from Africa, Asia and Oceania provides genome-wide estimates of allele frequency distribution, population structure and linkage disequilibrium. By comparing the genetic diversity of individual infections with that of the local parasite population, we derive a metric of within-host diversity that is related to the level of inbreeding in the population. An open-access web application has been established for exploration of regional differences in allele frequency and of highly differentiated loci in the P. falciparum genome.
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            The malaria parasite Plasmodium vivax exhibits greater genetic diversity than Plasmodium falciparum

            We sequenced and annotated the genomes of four Plasmodium vivax strains collected from disparate geographical locations, tripling the number of genome sequences available for this understudied parasite and providing the first genome-wide perspective of global variability within this species. We observe approximately twice as much SNP diversity among these isolates as we do among a comparable collection of isolates of Plasmodium falciparum, a malaria parasite that causes higher mortality. This indicates a distinct history of global colonization and/or a more stable demographic history for P. vivax than P. falciparum, which is thought to have undergone a recent population bottleneck. The SNP diversity, as well as additional microsatellite and gene family variability, suggests the capacity for greater functional variation within the global population of P. vivax. These findings warrant a deeper survey of variation in P. vivax to equip disease interventions targeting the distinctive biology of this neglected but major pathogen.
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              Genomic analysis of local variation and recent evolution in Plasmodium vivax

              The widespread distribution and relapsing nature of Plasmodium vivax infection present major challenges for malaria elimination. To characterise the genetic diversity of this parasite within individual infections and across the population, we performed deep genome sequencing of >200 clinical samples collected across the Asia-Pacific region, and analysed data on >300,000 SNPs and 9 regions of the genome with large copy number variations. Individual infections showed complex patterns of genetic structure, with variation not only in the number of dominant clones but also in their level of relatedness and inbreeding. At the population level, we observed strong signals of recent evolutionary selection both in known drug resistance genes and at novel loci, and these varied markedly between geographical locations. These findings reveal a dynamic landscape of local evolutionary adaptation in P. vivax populations, and provide a foundation for genomic surveillance to guide effective strategies for control and elimination.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: VisualizationRole: Writing – original draftRole: Writing – review & editing
                Role: InvestigationRole: Resources
                Role: Data curationRole: InvestigationRole: Resources
                Role: Data curationRole: InvestigationRole: Resources
                Role: Data curationRole: InvestigationRole: Resources
                Role: Data curationRole: Investigation
                Role: MethodologyRole: ResourcesRole: Writing – original draft
                Role: InvestigationRole: SupervisionRole: Writing – original draft
                Role: MethodologyRole: SupervisionRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: Funding acquisitionRole: MethodologyRole: Project administrationRole: ResourcesRole: SupervisionRole: Writing – original draftRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS Negl Trop Dis
                PLoS Negl Trop Dis
                plos
                plosntds
                PLoS Neglected Tropical Diseases
                Public Library of Science (San Francisco, CA USA )
                1935-2727
                1935-2735
                3 August 2020
                August 2020
                : 14
                : 8
                : e0008506
                Affiliations
                [1 ] Department of Internal Medicine, University of South Florida, Tampa, Florida, United States of America
                [2 ] Pennsylvania State University, University Park, Pennsylvania, United States of America
                [3 ] Dalian Institute of Technology, Dalian, Liaoning Province, China
                [4 ] Department of Immunology, College of Basic Medical Sciences, China Medical University, Shenyang, Liaoning, China
                [5 ] MHC Key Laboratory of Systems Biology of Pathogens, Institute of Pathogen Biology, Chinese Academy of Medical Sciences and Beijing Union Medical College, Beijing, China
                [6 ] Infection Systems Epidemiology, School of Medicine, Faculty of Health, Deakin University, Geelong, VIC, Australia
                Menzies School of Health Research, AUSTRALIA
                Author notes

                The authors have declared that no competing interests exist.

                Author information
                http://orcid.org/0000-0001-9206-0737
                http://orcid.org/0000-0002-8338-1974
                Article
                PNTD-D-20-00486
                10.1371/journal.pntd.0008506
                7425983
                32745103
                3a487226-4598-4267-9ffd-92f0f365b57d
                © 2020 Brashear et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 25 March 2020
                : 22 June 2020
                Page count
                Figures: 6, Tables: 1, Pages: 23
                Funding
                Funded by: funder-id http://dx.doi.org/10.13039/100000060, National Institute of Allergy and Infectious Diseases;
                Award ID: U19 AI089672
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100000092, U.S. National Library of Medicine;
                Award ID: T32 LM012415
                Award Recipient :
                LC received funding from the National Institute for Allergy and Infectious Diseases, The National Institute of Health (NIH) (U19 AI089672). AB received funding from the National Library of Medicine (NIH) (T32 LM012415). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology and Life Sciences
                Genetics
                Single Nucleotide Polymorphisms
                Biology and Life Sciences
                Parasitology
                Parasite Groups
                Apicomplexa
                Plasmodium
                People and Places
                Geographical Locations
                Asia
                Cambodia
                Medicine and Health Sciences
                Medical Conditions
                Parasitic Diseases
                Malaria
                Medicine and Health Sciences
                Medical Conditions
                Tropical Diseases
                Malaria
                People and Places
                Geographical Locations
                Asia
                Thailand
                Biology and Life Sciences
                Organisms
                Eukaryota
                Protozoans
                Parasitic Protozoans
                Malarial Parasites
                Biology and Life Sciences
                Genetics
                Genomics
                Biology and Life Sciences
                Evolutionary Biology
                Population Genetics
                Biology and Life Sciences
                Genetics
                Population Genetics
                Biology and Life Sciences
                Population Biology
                Population Genetics
                Custom metadata
                vor-update-to-uncorrected-proof
                2020-08-13
                Sequencing results from this study are publicly available in the NCBI Sequence Read Archive within BioProject PRJNA603279.

                Infectious disease & Microbiology
                Infectious disease & Microbiology

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