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Malaria Molecular Surveillance in the Peruvian Amazon with a Novel Highly Multiplexed Plasmodium falciparum AmpliSeq Assay

Molecular surveillance for malaria has great potential to support national malaria control programs (NMCPs). To bridge the gap between research and implementation, several applications (use cases) have been identified to align research, technology development, and public health efforts. For implemen...

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Autores principales: Kattenberg, Johanna Helena, Fernandez-Miñope, Carlos, van Dijk, Norbert J., Llacsahuanga Allcca, Lidia, Guetens, Pieter, Valdivia, Hugo O., Van geertruyden, Jean-Pierre, Rovira-Vallbona, Eduard, Monsieurs, Pieter, Delgado-Ratto, Christopher, Gamboa, Dionicia, Rosanas-Urgell, Anna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10101074/
https://www.ncbi.nlm.nih.gov/pubmed/36840586
http://dx.doi.org/10.1128/spectrum.00960-22
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author Kattenberg, Johanna Helena
Fernandez-Miñope, Carlos
van Dijk, Norbert J.
Llacsahuanga Allcca, Lidia
Guetens, Pieter
Valdivia, Hugo O.
Van geertruyden, Jean-Pierre
Rovira-Vallbona, Eduard
Monsieurs, Pieter
Delgado-Ratto, Christopher
Gamboa, Dionicia
Rosanas-Urgell, Anna
author_facet Kattenberg, Johanna Helena
Fernandez-Miñope, Carlos
van Dijk, Norbert J.
Llacsahuanga Allcca, Lidia
Guetens, Pieter
Valdivia, Hugo O.
Van geertruyden, Jean-Pierre
Rovira-Vallbona, Eduard
Monsieurs, Pieter
Delgado-Ratto, Christopher
Gamboa, Dionicia
Rosanas-Urgell, Anna
author_sort Kattenberg, Johanna Helena
collection PubMed
description Molecular surveillance for malaria has great potential to support national malaria control programs (NMCPs). To bridge the gap between research and implementation, several applications (use cases) have been identified to align research, technology development, and public health efforts. For implementation at NMCPs, there is an urgent need for feasible and cost-effective tools. We designed a new highly multiplexed deep sequencing assay (Pf AmpliSeq), which is compatible with benchtop sequencers, that allows high-accuracy sequencing with higher coverage and lower cost than whole-genome sequencing (WGS), targeting genomic regions of interest. The novelty of the assay is its high number of targets multiplexed into one easy workflow, combining population genetic markers with 13 nearly full-length resistance genes, which is applicable for many different use cases. We provide the first proof of principle for hrp2 and hrp3 deletion detection using amplicon sequencing. Initial sequence data processing can be performed automatically, and subsequent variant analysis requires minimal bioinformatic skills using any tabulated data analysis program. The assay was validated using a retrospective sample collection (n = 254) from the Peruvian Amazon between 2003 and 2018. By combining phenotypic markers and a within-country 28-single-nucleotide-polymorphism (SNP) barcode, we were able to distinguish different lineages with multiple resistance haplotypes (in dhfr, dhps, crt and mdr1) and hrp2 and hrp3 deletions, which have been increasing in recent years. We found no evidence to suggest the emergence of artemisinin (ART) resistance in Peru. These findings indicate a parasite population that is under drug pressure but is susceptible to current antimalarials and demonstrate the added value of a highly multiplexed molecular tool to inform malaria strategies and surveillance systems. IMPORTANCE While the power of next-generation sequencing technologies to inform and guide malaria control programs has become broadly recognized, the integration of genomic data for operational incorporation into malaria surveillance remains a challenge in most countries where malaria is endemic. The main obstacles include limited infrastructure, limited access to high-throughput sequencing facilities, and the need for local capacity to run an in-country analysis of genomes at a large-enough scale to be informative for surveillance. In addition, there is a lack of standardized laboratory protocols and automated analysis pipelines to generate reproducible and timely results useful for relevant stakeholders. With our standardized laboratory and bioinformatic workflow, malaria genetic surveillance data can be readily generated by surveillance researchers and malaria control programs in countries of endemicity, increasing ownership and ensuring timely results for informed decision- and policy-making.
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spelling pubmed-101010742023-04-14 Malaria Molecular Surveillance in the Peruvian Amazon with a Novel Highly Multiplexed Plasmodium falciparum AmpliSeq Assay Kattenberg, Johanna Helena Fernandez-Miñope, Carlos van Dijk, Norbert J. Llacsahuanga Allcca, Lidia Guetens, Pieter Valdivia, Hugo O. Van geertruyden, Jean-Pierre Rovira-Vallbona, Eduard Monsieurs, Pieter Delgado-Ratto, Christopher Gamboa, Dionicia Rosanas-Urgell, Anna Microbiol Spectr Research Article Molecular surveillance for malaria has great potential to support national malaria control programs (NMCPs). To bridge the gap between research and implementation, several applications (use cases) have been identified to align research, technology development, and public health efforts. For implementation at NMCPs, there is an urgent need for feasible and cost-effective tools. We designed a new highly multiplexed deep sequencing assay (Pf AmpliSeq), which is compatible with benchtop sequencers, that allows high-accuracy sequencing with higher coverage and lower cost than whole-genome sequencing (WGS), targeting genomic regions of interest. The novelty of the assay is its high number of targets multiplexed into one easy workflow, combining population genetic markers with 13 nearly full-length resistance genes, which is applicable for many different use cases. We provide the first proof of principle for hrp2 and hrp3 deletion detection using amplicon sequencing. Initial sequence data processing can be performed automatically, and subsequent variant analysis requires minimal bioinformatic skills using any tabulated data analysis program. The assay was validated using a retrospective sample collection (n = 254) from the Peruvian Amazon between 2003 and 2018. By combining phenotypic markers and a within-country 28-single-nucleotide-polymorphism (SNP) barcode, we were able to distinguish different lineages with multiple resistance haplotypes (in dhfr, dhps, crt and mdr1) and hrp2 and hrp3 deletions, which have been increasing in recent years. We found no evidence to suggest the emergence of artemisinin (ART) resistance in Peru. These findings indicate a parasite population that is under drug pressure but is susceptible to current antimalarials and demonstrate the added value of a highly multiplexed molecular tool to inform malaria strategies and surveillance systems. IMPORTANCE While the power of next-generation sequencing technologies to inform and guide malaria control programs has become broadly recognized, the integration of genomic data for operational incorporation into malaria surveillance remains a challenge in most countries where malaria is endemic. The main obstacles include limited infrastructure, limited access to high-throughput sequencing facilities, and the need for local capacity to run an in-country analysis of genomes at a large-enough scale to be informative for surveillance. In addition, there is a lack of standardized laboratory protocols and automated analysis pipelines to generate reproducible and timely results useful for relevant stakeholders. With our standardized laboratory and bioinformatic workflow, malaria genetic surveillance data can be readily generated by surveillance researchers and malaria control programs in countries of endemicity, increasing ownership and ensuring timely results for informed decision- and policy-making. American Society for Microbiology 2023-02-22 /pmc/articles/PMC10101074/ /pubmed/36840586 http://dx.doi.org/10.1128/spectrum.00960-22 Text en Copyright © 2023 Kattenberg et al. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
Kattenberg, Johanna Helena
Fernandez-Miñope, Carlos
van Dijk, Norbert J.
Llacsahuanga Allcca, Lidia
Guetens, Pieter
Valdivia, Hugo O.
Van geertruyden, Jean-Pierre
Rovira-Vallbona, Eduard
Monsieurs, Pieter
Delgado-Ratto, Christopher
Gamboa, Dionicia
Rosanas-Urgell, Anna
Malaria Molecular Surveillance in the Peruvian Amazon with a Novel Highly Multiplexed Plasmodium falciparum AmpliSeq Assay
title Malaria Molecular Surveillance in the Peruvian Amazon with a Novel Highly Multiplexed Plasmodium falciparum AmpliSeq Assay
title_full Malaria Molecular Surveillance in the Peruvian Amazon with a Novel Highly Multiplexed Plasmodium falciparum AmpliSeq Assay
title_fullStr Malaria Molecular Surveillance in the Peruvian Amazon with a Novel Highly Multiplexed Plasmodium falciparum AmpliSeq Assay
title_full_unstemmed Malaria Molecular Surveillance in the Peruvian Amazon with a Novel Highly Multiplexed Plasmodium falciparum AmpliSeq Assay
title_short Malaria Molecular Surveillance in the Peruvian Amazon with a Novel Highly Multiplexed Plasmodium falciparum AmpliSeq Assay
title_sort malaria molecular surveillance in the peruvian amazon with a novel highly multiplexed plasmodium falciparum ampliseq assay
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10101074/
https://www.ncbi.nlm.nih.gov/pubmed/36840586
http://dx.doi.org/10.1128/spectrum.00960-22
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