Selective whole genome amplification of Plasmodium malariae DNA from clinical samples reveals insights into population structure

© 2020, The Author(s). The genomic diversity of Plasmodium malariae malaria parasites is understudied, partly because infected individuals tend to present with low parasite densities, leading to difficulties in obtaining sufficient parasite DNA for genome analysis. Selective whole genome amplificati...

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Main Authors: Amy Ibrahim, Ernest Diez Benavente, Debbie Nolder, Stephane Proux, Matthew Higgins, Julian Muwanguzi, Paula Josefina Gomez Gonzalez, Hans Peter Fuehrer, Cally Roper, Francois Nosten, Colin Sutherland, Taane G. Clark, Susana Campino
Other Authors: Public Health England
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Published: 2020
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/58410
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spelling th-mahidol.584102020-08-25T19:01:59Z Selective whole genome amplification of Plasmodium malariae DNA from clinical samples reveals insights into population structure Amy Ibrahim Ernest Diez Benavente Debbie Nolder Stephane Proux Matthew Higgins Julian Muwanguzi Paula Josefina Gomez Gonzalez Hans Peter Fuehrer Cally Roper Francois Nosten Colin Sutherland Taane G. Clark Susana Campino Public Health England Shoklo Malaria Research Unit London School of Hygiene & Tropical Medicine Nuffield Department of Medicine Veterinarmedizinische Universitat Wien Multidisciplinary © 2020, The Author(s). The genomic diversity of Plasmodium malariae malaria parasites is understudied, partly because infected individuals tend to present with low parasite densities, leading to difficulties in obtaining sufficient parasite DNA for genome analysis. Selective whole genome amplification (SWGA) increases the relative levels of pathogen DNA in a clinical sample, but has not been adapted for P. malariae parasites. Here we design customized SWGA primers which successfully amplify P. malariae DNA extracted directly from unprocessed clinical blood samples obtained from patients with P. malariae-mono-infections from six countries, and further test the efficacy of SWGA on mixed infections with other Plasmodium spp. SWGA enables the successful whole genome sequencing of samples with low parasite density (i.e. one sample with a parasitaemia of 0.0064% resulted in 44% of the genome covered by ≥ 5 reads), leading to an average 14-fold increase in genome coverage when compared to unamplified samples. We identify a total of 868,476 genome-wide SNPs, of which 194,709 are unique across 18 high-quality isolates. After exclusion of the hypervariable subtelomeric regions, a high-quality core subset of 29,899 unique SNPs is defined. Population genetic analysis suggests that P. malariae parasites display clear geographical separation by continent. Further, SWGA successfully amplifies genetic regions of interest such as orthologs of P. falciparum drug resistance-associated loci (Pfdhfr, Pfdhps, Pfcrt, Pfk13 and Pfmdr1), and several non-synonymous SNPs were detected in these genes. In conclusion, we have established a robust SWGA approach that can assist whole genome sequencing of P. malariae, and thereby facilitate the implementation of much-needed large-scale multi-population genomic studies of this neglected malaria parasite. As demonstrated in other Plasmodia, such genetic diversity studies can provide insights into the biology underlying the disease and inform malaria surveillance and control measures. 2020-08-25T12:01:59Z 2020-08-25T12:01:59Z 2020-12-01 Article Scientific Reports. Vol.10, No.1 (2020) 10.1038/s41598-020-67568-4 20452322 2-s2.0-85087359035 https://repository.li.mahidol.ac.th/handle/123456789/58410 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85087359035&origin=inward
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Multidisciplinary
spellingShingle Multidisciplinary
Amy Ibrahim
Ernest Diez Benavente
Debbie Nolder
Stephane Proux
Matthew Higgins
Julian Muwanguzi
Paula Josefina Gomez Gonzalez
Hans Peter Fuehrer
Cally Roper
Francois Nosten
Colin Sutherland
Taane G. Clark
Susana Campino
Selective whole genome amplification of Plasmodium malariae DNA from clinical samples reveals insights into population structure
description © 2020, The Author(s). The genomic diversity of Plasmodium malariae malaria parasites is understudied, partly because infected individuals tend to present with low parasite densities, leading to difficulties in obtaining sufficient parasite DNA for genome analysis. Selective whole genome amplification (SWGA) increases the relative levels of pathogen DNA in a clinical sample, but has not been adapted for P. malariae parasites. Here we design customized SWGA primers which successfully amplify P. malariae DNA extracted directly from unprocessed clinical blood samples obtained from patients with P. malariae-mono-infections from six countries, and further test the efficacy of SWGA on mixed infections with other Plasmodium spp. SWGA enables the successful whole genome sequencing of samples with low parasite density (i.e. one sample with a parasitaemia of 0.0064% resulted in 44% of the genome covered by ≥ 5 reads), leading to an average 14-fold increase in genome coverage when compared to unamplified samples. We identify a total of 868,476 genome-wide SNPs, of which 194,709 are unique across 18 high-quality isolates. After exclusion of the hypervariable subtelomeric regions, a high-quality core subset of 29,899 unique SNPs is defined. Population genetic analysis suggests that P. malariae parasites display clear geographical separation by continent. Further, SWGA successfully amplifies genetic regions of interest such as orthologs of P. falciparum drug resistance-associated loci (Pfdhfr, Pfdhps, Pfcrt, Pfk13 and Pfmdr1), and several non-synonymous SNPs were detected in these genes. In conclusion, we have established a robust SWGA approach that can assist whole genome sequencing of P. malariae, and thereby facilitate the implementation of much-needed large-scale multi-population genomic studies of this neglected malaria parasite. As demonstrated in other Plasmodia, such genetic diversity studies can provide insights into the biology underlying the disease and inform malaria surveillance and control measures.
author2 Public Health England
author_facet Public Health England
Amy Ibrahim
Ernest Diez Benavente
Debbie Nolder
Stephane Proux
Matthew Higgins
Julian Muwanguzi
Paula Josefina Gomez Gonzalez
Hans Peter Fuehrer
Cally Roper
Francois Nosten
Colin Sutherland
Taane G. Clark
Susana Campino
format Article
author Amy Ibrahim
Ernest Diez Benavente
Debbie Nolder
Stephane Proux
Matthew Higgins
Julian Muwanguzi
Paula Josefina Gomez Gonzalez
Hans Peter Fuehrer
Cally Roper
Francois Nosten
Colin Sutherland
Taane G. Clark
Susana Campino
author_sort Amy Ibrahim
title Selective whole genome amplification of Plasmodium malariae DNA from clinical samples reveals insights into population structure
title_short Selective whole genome amplification of Plasmodium malariae DNA from clinical samples reveals insights into population structure
title_full Selective whole genome amplification of Plasmodium malariae DNA from clinical samples reveals insights into population structure
title_fullStr Selective whole genome amplification of Plasmodium malariae DNA from clinical samples reveals insights into population structure
title_full_unstemmed Selective whole genome amplification of Plasmodium malariae DNA from clinical samples reveals insights into population structure
title_sort selective whole genome amplification of plasmodium malariae dna from clinical samples reveals insights into population structure
publishDate 2020
url https://repository.li.mahidol.ac.th/handle/123456789/58410
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