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Evaluation of a parasite-density based pooled targeted amplicon deep sequencing (TADS) method for molecular surveillance of Plasmodium falciparum drug resistance genes in Haiti

Sequencing large numbers of individual samples is often needed for countrywide antimalarial drug resistance surveillance. Pooling DNA from several individual samples is an alternative cost and time saving approach for providing allele frequency (AF) estimates at a population level. Using 100 individ...

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Autores principales: Louha, Swarnali, Herman, Camelia, Gupta, Mansi, Patel, Dhruviben, Kelley, Julia, OH, Je-Hoon M., Guru, Janani, Lemoine, Jean F., Chang, Michelle A., Venkatachalam, Udhayakumar, Rogier, Eric, Talundzic, Eldin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8759662/
https://www.ncbi.nlm.nih.gov/pubmed/35030215
http://dx.doi.org/10.1371/journal.pone.0262616
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author Louha, Swarnali
Herman, Camelia
Gupta, Mansi
Patel, Dhruviben
Kelley, Julia
OH, Je-Hoon M.
Guru, Janani
Lemoine, Jean F.
Chang, Michelle A.
Venkatachalam, Udhayakumar
Rogier, Eric
Talundzic, Eldin
author_facet Louha, Swarnali
Herman, Camelia
Gupta, Mansi
Patel, Dhruviben
Kelley, Julia
OH, Je-Hoon M.
Guru, Janani
Lemoine, Jean F.
Chang, Michelle A.
Venkatachalam, Udhayakumar
Rogier, Eric
Talundzic, Eldin
author_sort Louha, Swarnali
collection PubMed
description Sequencing large numbers of individual samples is often needed for countrywide antimalarial drug resistance surveillance. Pooling DNA from several individual samples is an alternative cost and time saving approach for providing allele frequency (AF) estimates at a population level. Using 100 individual patient DNA samples of dried blood spots from a 2017 nationwide drug resistance surveillance study in Haiti, we compared codon coverage of drug resistance-conferring mutations in four Plasmodium falciparum genes (crt, dhps, dhfr, and mdr1), for the same deep sequenced samples run individually and pooled. Samples with similar real-time PCR cycle threshold (Ct) values (+/- 1.0 Ct value) were combined with ten samples per pool. The sequencing success for samples in pools were higher at a lower parasite density than the individual samples sequence method. The median codon coverage for drug resistance-associated mutations in all four genes were greater than 3-fold higher in the pooled samples than in individual samples. The overall codon coverage distribution for pooled samples was wider than the individual samples. The sample pools with < 40 parasites/μL blood showed more discordance in AF calls for dhfr and mdr1 between the individual and pooled samples. This discordance in AF estimation may be due to low amounts of parasite DNA, which could lead to variable PCR amplification efficiencies. Grouping samples with an estimated ≥ 40 parasites/μL blood prior to pooling and deep sequencing yielded the expected population level AF. Pooling DNA samples based on estimates of > 40 parasites/μL prior to deep sequencing can be used for rapid genotyping of a large number of samples for these four genes and possibly other drug resistant markers in population-based studies. As Haiti is a low malaria transmission country with very few mixed infections and continued chloroquine sensitivity, the pooled sequencing approach can be used for routine national molecular surveillance of resistant parasites.
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spelling pubmed-87596622022-01-15 Evaluation of a parasite-density based pooled targeted amplicon deep sequencing (TADS) method for molecular surveillance of Plasmodium falciparum drug resistance genes in Haiti Louha, Swarnali Herman, Camelia Gupta, Mansi Patel, Dhruviben Kelley, Julia OH, Je-Hoon M. Guru, Janani Lemoine, Jean F. Chang, Michelle A. Venkatachalam, Udhayakumar Rogier, Eric Talundzic, Eldin PLoS One Research Article Sequencing large numbers of individual samples is often needed for countrywide antimalarial drug resistance surveillance. Pooling DNA from several individual samples is an alternative cost and time saving approach for providing allele frequency (AF) estimates at a population level. Using 100 individual patient DNA samples of dried blood spots from a 2017 nationwide drug resistance surveillance study in Haiti, we compared codon coverage of drug resistance-conferring mutations in four Plasmodium falciparum genes (crt, dhps, dhfr, and mdr1), for the same deep sequenced samples run individually and pooled. Samples with similar real-time PCR cycle threshold (Ct) values (+/- 1.0 Ct value) were combined with ten samples per pool. The sequencing success for samples in pools were higher at a lower parasite density than the individual samples sequence method. The median codon coverage for drug resistance-associated mutations in all four genes were greater than 3-fold higher in the pooled samples than in individual samples. The overall codon coverage distribution for pooled samples was wider than the individual samples. The sample pools with < 40 parasites/μL blood showed more discordance in AF calls for dhfr and mdr1 between the individual and pooled samples. This discordance in AF estimation may be due to low amounts of parasite DNA, which could lead to variable PCR amplification efficiencies. Grouping samples with an estimated ≥ 40 parasites/μL blood prior to pooling and deep sequencing yielded the expected population level AF. Pooling DNA samples based on estimates of > 40 parasites/μL prior to deep sequencing can be used for rapid genotyping of a large number of samples for these four genes and possibly other drug resistant markers in population-based studies. As Haiti is a low malaria transmission country with very few mixed infections and continued chloroquine sensitivity, the pooled sequencing approach can be used for routine national molecular surveillance of resistant parasites. Public Library of Science 2022-01-14 /pmc/articles/PMC8759662/ /pubmed/35030215 http://dx.doi.org/10.1371/journal.pone.0262616 Text en https://creativecommons.org/publicdomain/zero/1.0/This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication.
spellingShingle Research Article
Louha, Swarnali
Herman, Camelia
Gupta, Mansi
Patel, Dhruviben
Kelley, Julia
OH, Je-Hoon M.
Guru, Janani
Lemoine, Jean F.
Chang, Michelle A.
Venkatachalam, Udhayakumar
Rogier, Eric
Talundzic, Eldin
Evaluation of a parasite-density based pooled targeted amplicon deep sequencing (TADS) method for molecular surveillance of Plasmodium falciparum drug resistance genes in Haiti
title Evaluation of a parasite-density based pooled targeted amplicon deep sequencing (TADS) method for molecular surveillance of Plasmodium falciparum drug resistance genes in Haiti
title_full Evaluation of a parasite-density based pooled targeted amplicon deep sequencing (TADS) method for molecular surveillance of Plasmodium falciparum drug resistance genes in Haiti
title_fullStr Evaluation of a parasite-density based pooled targeted amplicon deep sequencing (TADS) method for molecular surveillance of Plasmodium falciparum drug resistance genes in Haiti
title_full_unstemmed Evaluation of a parasite-density based pooled targeted amplicon deep sequencing (TADS) method for molecular surveillance of Plasmodium falciparum drug resistance genes in Haiti
title_short Evaluation of a parasite-density based pooled targeted amplicon deep sequencing (TADS) method for molecular surveillance of Plasmodium falciparum drug resistance genes in Haiti
title_sort evaluation of a parasite-density based pooled targeted amplicon deep sequencing (tads) method for molecular surveillance of plasmodium falciparum drug resistance genes in haiti
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8759662/
https://www.ncbi.nlm.nih.gov/pubmed/35030215
http://dx.doi.org/10.1371/journal.pone.0262616
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