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Amplicon deep sequencing improves Plasmodium falciparum genotyping in clinical trials of antimalarial drugs
Clinical trials monitoring malaria drug resistance require genotyping of recurrent Plasmodium falciparum parasites to distinguish between treatment failure and new infection occurring during the trial follow up period. Because trial participants usually harbour multi-clonal P. falciparum infections,...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6883076/ https://www.ncbi.nlm.nih.gov/pubmed/31780741 http://dx.doi.org/10.1038/s41598-019-54203-0 |
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author | Gruenberg, Maria Lerch, Anita Beck, Hans-Peter Felger, Ingrid |
author_facet | Gruenberg, Maria Lerch, Anita Beck, Hans-Peter Felger, Ingrid |
author_sort | Gruenberg, Maria |
collection | PubMed |
description | Clinical trials monitoring malaria drug resistance require genotyping of recurrent Plasmodium falciparum parasites to distinguish between treatment failure and new infection occurring during the trial follow up period. Because trial participants usually harbour multi-clonal P. falciparum infections, deep amplicon sequencing (AmpSeq) was employed to improve sensitivity and reliability of minority clone detection. Paired samples from 32 drug trial participants were Illumina deep-sequenced for five molecular markers. Reads were analysed by custom-made software HaplotypR and trial outcomes compared to results from the previous standard genotyping method based on length-polymorphic markers. Diversity of AmpSeq markers in pre-treatment samples was comparable or higher than length-polymorphic markers. AmpSeq was highly reproducible with consistent quantification of co-infecting parasite clones within a host. Outcomes of the three best-performing markers, cpmp, cpp and ama1-D3, agreed in 26/32 (81%) of patients. Discordance between the three markers performed per sample was much lower by AmpSeq (six patients) compared to length-polymorphic markers (eleven patients). Using AmpSeq for discrimination of recrudescence and new infection in antimalarial drug trials provides highly reproducible and robust characterization of clone dynamics during trial follow-up. AmpSeq overcomes limitations inherent to length-polymorphic markers. Regulatory clinical trials of antimalarial drugs will greatly benefit from this unbiased typing method. |
format | Online Article Text |
id | pubmed-6883076 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68830762019-12-31 Amplicon deep sequencing improves Plasmodium falciparum genotyping in clinical trials of antimalarial drugs Gruenberg, Maria Lerch, Anita Beck, Hans-Peter Felger, Ingrid Sci Rep Article Clinical trials monitoring malaria drug resistance require genotyping of recurrent Plasmodium falciparum parasites to distinguish between treatment failure and new infection occurring during the trial follow up period. Because trial participants usually harbour multi-clonal P. falciparum infections, deep amplicon sequencing (AmpSeq) was employed to improve sensitivity and reliability of minority clone detection. Paired samples from 32 drug trial participants were Illumina deep-sequenced for five molecular markers. Reads were analysed by custom-made software HaplotypR and trial outcomes compared to results from the previous standard genotyping method based on length-polymorphic markers. Diversity of AmpSeq markers in pre-treatment samples was comparable or higher than length-polymorphic markers. AmpSeq was highly reproducible with consistent quantification of co-infecting parasite clones within a host. Outcomes of the three best-performing markers, cpmp, cpp and ama1-D3, agreed in 26/32 (81%) of patients. Discordance between the three markers performed per sample was much lower by AmpSeq (six patients) compared to length-polymorphic markers (eleven patients). Using AmpSeq for discrimination of recrudescence and new infection in antimalarial drug trials provides highly reproducible and robust characterization of clone dynamics during trial follow-up. AmpSeq overcomes limitations inherent to length-polymorphic markers. Regulatory clinical trials of antimalarial drugs will greatly benefit from this unbiased typing method. Nature Publishing Group UK 2019-11-28 /pmc/articles/PMC6883076/ /pubmed/31780741 http://dx.doi.org/10.1038/s41598-019-54203-0 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Gruenberg, Maria Lerch, Anita Beck, Hans-Peter Felger, Ingrid Amplicon deep sequencing improves Plasmodium falciparum genotyping in clinical trials of antimalarial drugs |
title | Amplicon deep sequencing improves Plasmodium falciparum genotyping in clinical trials of antimalarial drugs |
title_full | Amplicon deep sequencing improves Plasmodium falciparum genotyping in clinical trials of antimalarial drugs |
title_fullStr | Amplicon deep sequencing improves Plasmodium falciparum genotyping in clinical trials of antimalarial drugs |
title_full_unstemmed | Amplicon deep sequencing improves Plasmodium falciparum genotyping in clinical trials of antimalarial drugs |
title_short | Amplicon deep sequencing improves Plasmodium falciparum genotyping in clinical trials of antimalarial drugs |
title_sort | amplicon deep sequencing improves plasmodium falciparum genotyping in clinical trials of antimalarial drugs |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6883076/ https://www.ncbi.nlm.nih.gov/pubmed/31780741 http://dx.doi.org/10.1038/s41598-019-54203-0 |
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