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Single-nucleotide polymorphism, linkage disequilibrium and geographic structure in the malaria parasite Plasmodium vivax: prospects for genome-wide association studies

BACKGROUND: The ideal malaria parasite populations for initial mapping of genomic regions contributing to phenotypes such as drug resistance and virulence, through genome-wide association studies, are those with high genetic diversity, allowing for numerous informative markers, and rare meiotic reco...

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Autores principales: Orjuela-Sánchez, Pamela, Karunaweera, Nadira D, da Silva-Nunes, Mônica, da Silva, Natal S, Scopel, Kézia KG, Gonçalves, Raquel M, Amaratunga, Chanaki, Sá, Juliana M, Socheat, Duong, Fairhust, Rick M, Gunawardena, Sharmini, Thavakodirasah, Thuraisamy, Galapaththy, Gawrie LN, Abeysinghe, Rabindra, Kawamoto, Fumihiko, Wirth, Dyann F, Ferreira, Marcelo U
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2910014/
https://www.ncbi.nlm.nih.gov/pubmed/20626846
http://dx.doi.org/10.1186/1471-2156-11-65
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author Orjuela-Sánchez, Pamela
Karunaweera, Nadira D
da Silva-Nunes, Mônica
da Silva, Natal S
Scopel, Kézia KG
Gonçalves, Raquel M
Amaratunga, Chanaki
Sá, Juliana M
Socheat, Duong
Fairhust, Rick M
Gunawardena, Sharmini
Thavakodirasah, Thuraisamy
Galapaththy, Gawrie LN
Abeysinghe, Rabindra
Kawamoto, Fumihiko
Wirth, Dyann F
Ferreira, Marcelo U
author_facet Orjuela-Sánchez, Pamela
Karunaweera, Nadira D
da Silva-Nunes, Mônica
da Silva, Natal S
Scopel, Kézia KG
Gonçalves, Raquel M
Amaratunga, Chanaki
Sá, Juliana M
Socheat, Duong
Fairhust, Rick M
Gunawardena, Sharmini
Thavakodirasah, Thuraisamy
Galapaththy, Gawrie LN
Abeysinghe, Rabindra
Kawamoto, Fumihiko
Wirth, Dyann F
Ferreira, Marcelo U
author_sort Orjuela-Sánchez, Pamela
collection PubMed
description BACKGROUND: The ideal malaria parasite populations for initial mapping of genomic regions contributing to phenotypes such as drug resistance and virulence, through genome-wide association studies, are those with high genetic diversity, allowing for numerous informative markers, and rare meiotic recombination, allowing for strong linkage disequilibrium (LD) between markers and phenotype-determining loci. However, levels of genetic diversity and LD in field populations of the major human malaria parasite P. vivax remain little characterized. RESULTS: We examined single-nucleotide polymorphisms (SNPs) and LD patterns across a 100-kb chromosome segment of P. vivax in 238 field isolates from areas of low to moderate malaria endemicity in South America and Asia, where LD tends to be more extensive than in holoendemic populations, and in two monkey-adapted strains (Salvador-I, from El Salvador, and Belem, from Brazil). We found varying levels of SNP diversity and LD across populations, with the highest diversity and strongest LD in the area of lowest malaria transmission. We found several clusters of contiguous markers with rare meiotic recombination and characterized a relatively conserved haplotype structure among populations, suggesting the existence of recombination hotspots in the genome region analyzed. Both silent and nonsynonymous SNPs revealed substantial between-population differentiation, which accounted for ~40% of the overall genetic diversity observed. Although parasites clustered according to their continental origin, we found evidence for substructure within the Brazilian population of P. vivax. We also explored between-population differentiation patterns revealed by loci putatively affected by natural selection and found marked geographic variation in frequencies of nucleotide substitutions at the pvmdr-1 locus, putatively associated with drug resistance. CONCLUSION: These findings support the feasibility of genome-wide association studies in carefully selected populations of P. vivax, using relatively low densities of markers, but underscore the risk of false positives caused by population structure at both local and regional levels. See commentary: http://www.biomedcentral.com/1741-7007/8/90
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spelling pubmed-29100142010-07-27 Single-nucleotide polymorphism, linkage disequilibrium and geographic structure in the malaria parasite Plasmodium vivax: prospects for genome-wide association studies Orjuela-Sánchez, Pamela Karunaweera, Nadira D da Silva-Nunes, Mônica da Silva, Natal S Scopel, Kézia KG Gonçalves, Raquel M Amaratunga, Chanaki Sá, Juliana M Socheat, Duong Fairhust, Rick M Gunawardena, Sharmini Thavakodirasah, Thuraisamy Galapaththy, Gawrie LN Abeysinghe, Rabindra Kawamoto, Fumihiko Wirth, Dyann F Ferreira, Marcelo U BMC Genet Research Article BACKGROUND: The ideal malaria parasite populations for initial mapping of genomic regions contributing to phenotypes such as drug resistance and virulence, through genome-wide association studies, are those with high genetic diversity, allowing for numerous informative markers, and rare meiotic recombination, allowing for strong linkage disequilibrium (LD) between markers and phenotype-determining loci. However, levels of genetic diversity and LD in field populations of the major human malaria parasite P. vivax remain little characterized. RESULTS: We examined single-nucleotide polymorphisms (SNPs) and LD patterns across a 100-kb chromosome segment of P. vivax in 238 field isolates from areas of low to moderate malaria endemicity in South America and Asia, where LD tends to be more extensive than in holoendemic populations, and in two monkey-adapted strains (Salvador-I, from El Salvador, and Belem, from Brazil). We found varying levels of SNP diversity and LD across populations, with the highest diversity and strongest LD in the area of lowest malaria transmission. We found several clusters of contiguous markers with rare meiotic recombination and characterized a relatively conserved haplotype structure among populations, suggesting the existence of recombination hotspots in the genome region analyzed. Both silent and nonsynonymous SNPs revealed substantial between-population differentiation, which accounted for ~40% of the overall genetic diversity observed. Although parasites clustered according to their continental origin, we found evidence for substructure within the Brazilian population of P. vivax. We also explored between-population differentiation patterns revealed by loci putatively affected by natural selection and found marked geographic variation in frequencies of nucleotide substitutions at the pvmdr-1 locus, putatively associated with drug resistance. CONCLUSION: These findings support the feasibility of genome-wide association studies in carefully selected populations of P. vivax, using relatively low densities of markers, but underscore the risk of false positives caused by population structure at both local and regional levels. See commentary: http://www.biomedcentral.com/1741-7007/8/90 BioMed Central 2010-07-13 /pmc/articles/PMC2910014/ /pubmed/20626846 http://dx.doi.org/10.1186/1471-2156-11-65 Text en Copyright ©2010 Orjuela-Sánchez et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Orjuela-Sánchez, Pamela
Karunaweera, Nadira D
da Silva-Nunes, Mônica
da Silva, Natal S
Scopel, Kézia KG
Gonçalves, Raquel M
Amaratunga, Chanaki
Sá, Juliana M
Socheat, Duong
Fairhust, Rick M
Gunawardena, Sharmini
Thavakodirasah, Thuraisamy
Galapaththy, Gawrie LN
Abeysinghe, Rabindra
Kawamoto, Fumihiko
Wirth, Dyann F
Ferreira, Marcelo U
Single-nucleotide polymorphism, linkage disequilibrium and geographic structure in the malaria parasite Plasmodium vivax: prospects for genome-wide association studies
title Single-nucleotide polymorphism, linkage disequilibrium and geographic structure in the malaria parasite Plasmodium vivax: prospects for genome-wide association studies
title_full Single-nucleotide polymorphism, linkage disequilibrium and geographic structure in the malaria parasite Plasmodium vivax: prospects for genome-wide association studies
title_fullStr Single-nucleotide polymorphism, linkage disequilibrium and geographic structure in the malaria parasite Plasmodium vivax: prospects for genome-wide association studies
title_full_unstemmed Single-nucleotide polymorphism, linkage disequilibrium and geographic structure in the malaria parasite Plasmodium vivax: prospects for genome-wide association studies
title_short Single-nucleotide polymorphism, linkage disequilibrium and geographic structure in the malaria parasite Plasmodium vivax: prospects for genome-wide association studies
title_sort single-nucleotide polymorphism, linkage disequilibrium and geographic structure in the malaria parasite plasmodium vivax: prospects for genome-wide association studies
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2910014/
https://www.ncbi.nlm.nih.gov/pubmed/20626846
http://dx.doi.org/10.1186/1471-2156-11-65
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