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Multiplexed ddPCR-amplicon sequencing reveals isolated Plasmodium falciparum populations amenable to local elimination in Zanzibar, Tanzania
Zanzibar has made significant progress toward malaria elimination, but recent stagnation requires novel approaches. We developed a highly multiplexed droplet digital PCR (ddPCR)-based amplicon sequencing method targeting 35 microhaplotypes and drug-resistance loci, and successfully sequenced 290 sam...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10287761/ https://www.ncbi.nlm.nih.gov/pubmed/37349311 http://dx.doi.org/10.1038/s41467-023-39417-1 |
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author | Holzschuh, Aurel Lerch, Anita Gerlovina, Inna Fakih, Bakar S. Al-mafazy, Abdul-wahid H. Reaves, Erik J. Ali, Abdullah Abbas, Faiza Ali, Mohamed Haji Ali, Mohamed Ali Hetzel, Manuel W. Yukich, Joshua Koepfli, Cristian |
author_facet | Holzschuh, Aurel Lerch, Anita Gerlovina, Inna Fakih, Bakar S. Al-mafazy, Abdul-wahid H. Reaves, Erik J. Ali, Abdullah Abbas, Faiza Ali, Mohamed Haji Ali, Mohamed Ali Hetzel, Manuel W. Yukich, Joshua Koepfli, Cristian |
author_sort | Holzschuh, Aurel |
collection | PubMed |
description | Zanzibar has made significant progress toward malaria elimination, but recent stagnation requires novel approaches. We developed a highly multiplexed droplet digital PCR (ddPCR)-based amplicon sequencing method targeting 35 microhaplotypes and drug-resistance loci, and successfully sequenced 290 samples from five districts covering both main islands. Here, we elucidate fine-scale Plasmodium falciparum population structure and infer relatedness and connectivity of infections using an identity-by-descent (IBD) approach. Despite high genetic diversity, we observe pronounced fine-scale spatial and temporal parasite genetic structure. Clusters of near-clonal infections on Pemba indicate persistent local transmission with limited parasite importation, presenting an opportunity for local elimination efforts. Furthermore, we observe an admixed parasite population on Unguja and detect a substantial fraction (2.9%) of significantly related infection pairs between Zanzibar and the mainland, suggesting recent importation. Our study provides a high-resolution view of parasite genetic structure across the Zanzibar archipelago and provides actionable insights for prioritizing malaria elimination efforts. |
format | Online Article Text |
id | pubmed-10287761 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102877612023-06-24 Multiplexed ddPCR-amplicon sequencing reveals isolated Plasmodium falciparum populations amenable to local elimination in Zanzibar, Tanzania Holzschuh, Aurel Lerch, Anita Gerlovina, Inna Fakih, Bakar S. Al-mafazy, Abdul-wahid H. Reaves, Erik J. Ali, Abdullah Abbas, Faiza Ali, Mohamed Haji Ali, Mohamed Ali Hetzel, Manuel W. Yukich, Joshua Koepfli, Cristian Nat Commun Article Zanzibar has made significant progress toward malaria elimination, but recent stagnation requires novel approaches. We developed a highly multiplexed droplet digital PCR (ddPCR)-based amplicon sequencing method targeting 35 microhaplotypes and drug-resistance loci, and successfully sequenced 290 samples from five districts covering both main islands. Here, we elucidate fine-scale Plasmodium falciparum population structure and infer relatedness and connectivity of infections using an identity-by-descent (IBD) approach. Despite high genetic diversity, we observe pronounced fine-scale spatial and temporal parasite genetic structure. Clusters of near-clonal infections on Pemba indicate persistent local transmission with limited parasite importation, presenting an opportunity for local elimination efforts. Furthermore, we observe an admixed parasite population on Unguja and detect a substantial fraction (2.9%) of significantly related infection pairs between Zanzibar and the mainland, suggesting recent importation. Our study provides a high-resolution view of parasite genetic structure across the Zanzibar archipelago and provides actionable insights for prioritizing malaria elimination efforts. Nature Publishing Group UK 2023-06-22 /pmc/articles/PMC10287761/ /pubmed/37349311 http://dx.doi.org/10.1038/s41467-023-39417-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Holzschuh, Aurel Lerch, Anita Gerlovina, Inna Fakih, Bakar S. Al-mafazy, Abdul-wahid H. Reaves, Erik J. Ali, Abdullah Abbas, Faiza Ali, Mohamed Haji Ali, Mohamed Ali Hetzel, Manuel W. Yukich, Joshua Koepfli, Cristian Multiplexed ddPCR-amplicon sequencing reveals isolated Plasmodium falciparum populations amenable to local elimination in Zanzibar, Tanzania |
title | Multiplexed ddPCR-amplicon sequencing reveals isolated Plasmodium falciparum populations amenable to local elimination in Zanzibar, Tanzania |
title_full | Multiplexed ddPCR-amplicon sequencing reveals isolated Plasmodium falciparum populations amenable to local elimination in Zanzibar, Tanzania |
title_fullStr | Multiplexed ddPCR-amplicon sequencing reveals isolated Plasmodium falciparum populations amenable to local elimination in Zanzibar, Tanzania |
title_full_unstemmed | Multiplexed ddPCR-amplicon sequencing reveals isolated Plasmodium falciparum populations amenable to local elimination in Zanzibar, Tanzania |
title_short | Multiplexed ddPCR-amplicon sequencing reveals isolated Plasmodium falciparum populations amenable to local elimination in Zanzibar, Tanzania |
title_sort | multiplexed ddpcr-amplicon sequencing reveals isolated plasmodium falciparum populations amenable to local elimination in zanzibar, tanzania |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10287761/ https://www.ncbi.nlm.nih.gov/pubmed/37349311 http://dx.doi.org/10.1038/s41467-023-39417-1 |
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