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Resolving drug selection and migration in an inbred South American Plasmodium falciparum population with identity-by-descent analysis
The human malaria parasite Plasmodium falciparum is globally widespread, but its prevalence varies significantly between and even within countries. Most population genetic studies in P. falciparum focus on regions of high transmission where parasite populations are large and genetically diverse, suc...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9815574/ https://www.ncbi.nlm.nih.gov/pubmed/36542676 http://dx.doi.org/10.1371/journal.ppat.1010993 |
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author | Carrasquilla, Manuela Early, Angela M. Taylor, Aimee R. Knudson Ospina, Angélica Echeverry, Diego F. Anderson, Timothy J. C. Mancilla, Elvira Aponte, Samanda Cárdenas, Pablo Buckee, Caroline O. Rayner, Julian C. Sáenz, Fabián E. Neafsey, Daniel E. Corredor, Vladimir |
author_facet | Carrasquilla, Manuela Early, Angela M. Taylor, Aimee R. Knudson Ospina, Angélica Echeverry, Diego F. Anderson, Timothy J. C. Mancilla, Elvira Aponte, Samanda Cárdenas, Pablo Buckee, Caroline O. Rayner, Julian C. Sáenz, Fabián E. Neafsey, Daniel E. Corredor, Vladimir |
author_sort | Carrasquilla, Manuela |
collection | PubMed |
description | The human malaria parasite Plasmodium falciparum is globally widespread, but its prevalence varies significantly between and even within countries. Most population genetic studies in P. falciparum focus on regions of high transmission where parasite populations are large and genetically diverse, such as sub-Saharan Africa. Understanding population dynamics in low transmission settings, however, is of particular importance as these are often where drug resistance first evolves. Here, we use the Pacific Coast of Colombia and Ecuador as a model for understanding the population structure and evolution of Plasmodium parasites in small populations harboring less genetic diversity. The combination of low transmission and a high proportion of monoclonal infections means there are few outcrossing events and clonal lineages persist for long periods of time. Yet despite this, the population is evolutionarily labile and has successfully adapted to changes in drug regime. Using newly sequenced whole genomes, we measure relatedness between 166 parasites, calculated as identity by descent (IBD), and find 17 distinct but highly related clonal lineages, six of which have persisted in the region for at least a decade. This inbred population structure is captured in more detail with IBD than with other common population structure analyses like PCA, ADMIXTURE, and distance-based trees. We additionally use patterns of intra-chromosomal IBD and an analysis of haplotypic variation to explore past selection events in the region. Two genes associated with chloroquine resistance, crt and aat1, show evidence of hard selective sweeps, while selection appears soft and/or incomplete at three other key resistance loci (dhps, mdr1, and dhfr). Overall, this work highlights the strength of IBD analyses for studying parasite population structure and resistance evolution in regions of low transmission, and emphasizes that drug resistance can evolve and spread in small populations, as will occur in any region nearing malaria elimination. |
format | Online Article Text |
id | pubmed-9815574 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-98155742023-01-06 Resolving drug selection and migration in an inbred South American Plasmodium falciparum population with identity-by-descent analysis Carrasquilla, Manuela Early, Angela M. Taylor, Aimee R. Knudson Ospina, Angélica Echeverry, Diego F. Anderson, Timothy J. C. Mancilla, Elvira Aponte, Samanda Cárdenas, Pablo Buckee, Caroline O. Rayner, Julian C. Sáenz, Fabián E. Neafsey, Daniel E. Corredor, Vladimir PLoS Pathog Research Article The human malaria parasite Plasmodium falciparum is globally widespread, but its prevalence varies significantly between and even within countries. Most population genetic studies in P. falciparum focus on regions of high transmission where parasite populations are large and genetically diverse, such as sub-Saharan Africa. Understanding population dynamics in low transmission settings, however, is of particular importance as these are often where drug resistance first evolves. Here, we use the Pacific Coast of Colombia and Ecuador as a model for understanding the population structure and evolution of Plasmodium parasites in small populations harboring less genetic diversity. The combination of low transmission and a high proportion of monoclonal infections means there are few outcrossing events and clonal lineages persist for long periods of time. Yet despite this, the population is evolutionarily labile and has successfully adapted to changes in drug regime. Using newly sequenced whole genomes, we measure relatedness between 166 parasites, calculated as identity by descent (IBD), and find 17 distinct but highly related clonal lineages, six of which have persisted in the region for at least a decade. This inbred population structure is captured in more detail with IBD than with other common population structure analyses like PCA, ADMIXTURE, and distance-based trees. We additionally use patterns of intra-chromosomal IBD and an analysis of haplotypic variation to explore past selection events in the region. Two genes associated with chloroquine resistance, crt and aat1, show evidence of hard selective sweeps, while selection appears soft and/or incomplete at three other key resistance loci (dhps, mdr1, and dhfr). Overall, this work highlights the strength of IBD analyses for studying parasite population structure and resistance evolution in regions of low transmission, and emphasizes that drug resistance can evolve and spread in small populations, as will occur in any region nearing malaria elimination. Public Library of Science 2022-12-21 /pmc/articles/PMC9815574/ /pubmed/36542676 http://dx.doi.org/10.1371/journal.ppat.1010993 Text en © 2022 Carrasquilla et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Carrasquilla, Manuela Early, Angela M. Taylor, Aimee R. Knudson Ospina, Angélica Echeverry, Diego F. Anderson, Timothy J. C. Mancilla, Elvira Aponte, Samanda Cárdenas, Pablo Buckee, Caroline O. Rayner, Julian C. Sáenz, Fabián E. Neafsey, Daniel E. Corredor, Vladimir Resolving drug selection and migration in an inbred South American Plasmodium falciparum population with identity-by-descent analysis |
title | Resolving drug selection and migration in an inbred South American Plasmodium falciparum population with identity-by-descent analysis |
title_full | Resolving drug selection and migration in an inbred South American Plasmodium falciparum population with identity-by-descent analysis |
title_fullStr | Resolving drug selection and migration in an inbred South American Plasmodium falciparum population with identity-by-descent analysis |
title_full_unstemmed | Resolving drug selection and migration in an inbred South American Plasmodium falciparum population with identity-by-descent analysis |
title_short | Resolving drug selection and migration in an inbred South American Plasmodium falciparum population with identity-by-descent analysis |
title_sort | resolving drug selection and migration in an inbred south american plasmodium falciparum population with identity-by-descent analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9815574/ https://www.ncbi.nlm.nih.gov/pubmed/36542676 http://dx.doi.org/10.1371/journal.ppat.1010993 |
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