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A Genome Wide Association Study of Plasmodium falciparum Susceptibility to 22 Antimalarial Drugs in Kenya
BACKGROUND: Drug resistance remains a chief concern for malaria control. In order to determine the genetic markers of drug resistant parasites, we tested the genome-wide associations (GWA) of sequence-based genotypes from 35 Kenyan P. falciparum parasites with the activities of 22 antimalarial drugs...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4014544/ https://www.ncbi.nlm.nih.gov/pubmed/24809681 http://dx.doi.org/10.1371/journal.pone.0096486 |
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author | Wendler, Jason P. Okombo, John Amato, Roberto Miotto, Olivo Kiara, Steven M. Mwai, Leah Pole, Lewa O'Brien, John Manske, Magnus Alcock, Dan Drury, Eleanor Sanders, Mandy Oyola, Samuel O. Malangone, Cinzia Jyothi, Dushyanth Miles, Alistair Rockett, Kirk A. MacInnis, Bronwyn L. Marsh, Kevin Bejon, Philip Nzila, Alexis Kwiatkowski, Dominic P. |
author_facet | Wendler, Jason P. Okombo, John Amato, Roberto Miotto, Olivo Kiara, Steven M. Mwai, Leah Pole, Lewa O'Brien, John Manske, Magnus Alcock, Dan Drury, Eleanor Sanders, Mandy Oyola, Samuel O. Malangone, Cinzia Jyothi, Dushyanth Miles, Alistair Rockett, Kirk A. MacInnis, Bronwyn L. Marsh, Kevin Bejon, Philip Nzila, Alexis Kwiatkowski, Dominic P. |
author_sort | Wendler, Jason P. |
collection | PubMed |
description | BACKGROUND: Drug resistance remains a chief concern for malaria control. In order to determine the genetic markers of drug resistant parasites, we tested the genome-wide associations (GWA) of sequence-based genotypes from 35 Kenyan P. falciparum parasites with the activities of 22 antimalarial drugs. METHODS AND PRINCIPAL FINDINGS: Parasites isolated from children with acute febrile malaria were adapted to culture, and sensitivity was determined by in vitro growth in the presence of anti-malarial drugs. Parasites were genotyped using whole genome sequencing techniques. Associations between 6250 single nucleotide polymorphisms (SNPs) and resistance to individual anti-malarial agents were determined, with false discovery rate adjustment for multiple hypothesis testing. We identified expected associations in the pfcrt region with chloroquine (CQ) activity, and other novel loci associated with amodiaquine, quinazoline, and quinine activities. Signals for CQ and primaquine (PQ) overlap in and around pfcrt, and interestingly the phenotypes are inversely related for these two drugs. We catalog the variation in dhfr, dhps, mdr1, nhe, and crt, including novel SNPs, and confirm the presence of a dhfr-164L quadruple mutant in coastal Kenya. Mutations implicated in sulfadoxine-pyrimethamine resistance are at or near fixation in this sample set. CONCLUSIONS/SIGNIFICANCE: Sequence-based GWA studies are powerful tools for phenotypic association tests. Using this approach on falciparum parasites from coastal Kenya we identified known and previously unreported genes associated with phenotypic resistance to anti-malarial drugs, and observe in high-resolution haplotype visualizations a possible signature of an inverse selective relationship between CQ and PQ. |
format | Online Article Text |
id | pubmed-4014544 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-40145442014-05-14 A Genome Wide Association Study of Plasmodium falciparum Susceptibility to 22 Antimalarial Drugs in Kenya Wendler, Jason P. Okombo, John Amato, Roberto Miotto, Olivo Kiara, Steven M. Mwai, Leah Pole, Lewa O'Brien, John Manske, Magnus Alcock, Dan Drury, Eleanor Sanders, Mandy Oyola, Samuel O. Malangone, Cinzia Jyothi, Dushyanth Miles, Alistair Rockett, Kirk A. MacInnis, Bronwyn L. Marsh, Kevin Bejon, Philip Nzila, Alexis Kwiatkowski, Dominic P. PLoS One Research Article BACKGROUND: Drug resistance remains a chief concern for malaria control. In order to determine the genetic markers of drug resistant parasites, we tested the genome-wide associations (GWA) of sequence-based genotypes from 35 Kenyan P. falciparum parasites with the activities of 22 antimalarial drugs. METHODS AND PRINCIPAL FINDINGS: Parasites isolated from children with acute febrile malaria were adapted to culture, and sensitivity was determined by in vitro growth in the presence of anti-malarial drugs. Parasites were genotyped using whole genome sequencing techniques. Associations between 6250 single nucleotide polymorphisms (SNPs) and resistance to individual anti-malarial agents were determined, with false discovery rate adjustment for multiple hypothesis testing. We identified expected associations in the pfcrt region with chloroquine (CQ) activity, and other novel loci associated with amodiaquine, quinazoline, and quinine activities. Signals for CQ and primaquine (PQ) overlap in and around pfcrt, and interestingly the phenotypes are inversely related for these two drugs. We catalog the variation in dhfr, dhps, mdr1, nhe, and crt, including novel SNPs, and confirm the presence of a dhfr-164L quadruple mutant in coastal Kenya. Mutations implicated in sulfadoxine-pyrimethamine resistance are at or near fixation in this sample set. CONCLUSIONS/SIGNIFICANCE: Sequence-based GWA studies are powerful tools for phenotypic association tests. Using this approach on falciparum parasites from coastal Kenya we identified known and previously unreported genes associated with phenotypic resistance to anti-malarial drugs, and observe in high-resolution haplotype visualizations a possible signature of an inverse selective relationship between CQ and PQ. Public Library of Science 2014-05-08 /pmc/articles/PMC4014544/ /pubmed/24809681 http://dx.doi.org/10.1371/journal.pone.0096486 Text en © 2014 Wendler et al http://creativecommons.org/licenses/by/4.0/ 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 properly credited. |
spellingShingle | Research Article Wendler, Jason P. Okombo, John Amato, Roberto Miotto, Olivo Kiara, Steven M. Mwai, Leah Pole, Lewa O'Brien, John Manske, Magnus Alcock, Dan Drury, Eleanor Sanders, Mandy Oyola, Samuel O. Malangone, Cinzia Jyothi, Dushyanth Miles, Alistair Rockett, Kirk A. MacInnis, Bronwyn L. Marsh, Kevin Bejon, Philip Nzila, Alexis Kwiatkowski, Dominic P. A Genome Wide Association Study of Plasmodium falciparum Susceptibility to 22 Antimalarial Drugs in Kenya |
title | A Genome Wide Association Study of Plasmodium falciparum Susceptibility to 22 Antimalarial Drugs in Kenya |
title_full | A Genome Wide Association Study of Plasmodium falciparum Susceptibility to 22 Antimalarial Drugs in Kenya |
title_fullStr | A Genome Wide Association Study of Plasmodium falciparum Susceptibility to 22 Antimalarial Drugs in Kenya |
title_full_unstemmed | A Genome Wide Association Study of Plasmodium falciparum Susceptibility to 22 Antimalarial Drugs in Kenya |
title_short | A Genome Wide Association Study of Plasmodium falciparum Susceptibility to 22 Antimalarial Drugs in Kenya |
title_sort | genome wide association study of plasmodium falciparum susceptibility to 22 antimalarial drugs in kenya |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4014544/ https://www.ncbi.nlm.nih.gov/pubmed/24809681 http://dx.doi.org/10.1371/journal.pone.0096486 |
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