Analysis of Plasmodium falciparum diversity in natural infections by deep sequencing

Magnus Manske(Wellcome Sanger Institute), Olivo Miotto(Mahidol University), Susana Campino(Wellcome Sanger Institute), Sarah Auburn(Wellcome Sanger Institute), Jacob Almagro‐Garcia(Centre for Human Genetics), G. Maslen(Wellcome Sanger Institute), Jack C. O’Brien(University of Oxford), Abdoulaye Djimdé(University of Bamako), Ogobara K. Doumbo(University of Bamako), Issaka Zongo(Institut de Recherche en Sciences de la Santé), Jean‐Bosco Ouédraogo(Institut de Recherche en Sciences de la Santé), P Michon(Papua New Guinea Institute of Medical Research), Ivo Müeller(Papua New Guinea Institute of Medical Research), Peter Siba(Papua New Guinea Institute of Medical Research), Alexis Nzila(Kenya Medical Research Institute), Steffen Borrmann(Kenya Medical Research Institute), Steven M. Kiara(Kenya Medical Research Institute), Kevin Marsh(Kenya Medical Research Institute), Hongying Jiang(National Institutes of Health), Xin‐zhuan Su(National Institutes of Health), Chanaki Amaratunga(National Institutes of Health), Rick M. Fairhurst(National Institutes of Health), Duong Socheat(Cambodia National Malaria Center), François Nosten(Mahidol University), Mallika Imwong(Mahidol University), Nicholas J. White(Mahidol University), Mandy Sanders(Wellcome Sanger Institute), Elisa Anastasi(Wellcome Sanger Institute), Dan Alcock(Wellcome Sanger Institute), Eleanor Drury(Wellcome Sanger Institute), Samuel O. Oyola(Wellcome Sanger Institute), Michael A. Quail(Wellcome Sanger Institute), Daniel J. Turner(Wellcome Sanger Institute), Valentín Ruano-Rubio(Centre for Human Genetics), Dushyanth Jyothi(Wellcome Sanger Institute), Lucas Amenga–Etego(Centre for Human Genetics), Christina Hubbart(Centre for Human Genetics), Anna E. Jeffreys(Centre for Human Genetics), Kate Rowlands(Centre for Human Genetics), Colin J. Sutherland(University of London), Cally Roper(University of London), Valentina Mangano(Sapienza University of Rome), David Modiano(Sapienza University of Rome), John C. Tan(University of Notre Dame), Michael T. Ferdig(University of Notre Dame), Alfred Amambua‐Ngwa(MRC Unit the Gambia), David J. Conway(University of London), Shannon Takala‐Harrison(University of Maryland, Baltimore), Christopher V. Plowe(University of Maryland, Baltimore), Julian C. Rayner(Wellcome Sanger Institute), Kirk A. Rockett(Centre for Human Genetics), Taane G. Clark(University of London), Chris Newbold(Wellcome Sanger Institute), Matthew Berriman(Wellcome Sanger Institute), Bronwyn MacInnis(Wellcome Sanger Institute), Dominic Kwiatkowski(Centre for Human Genetics)
Nature
June 12, 2012
Cited by 539Open Access
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Abstract

Next-generation sequencing is used here to analyse Plasmodium falciparum genome variation directly from clinical blood samples, as well as cultured isolates, from Africa, Asia and Oceania. Resistance to the major antimalarial drug artemisinin is emerging in the Plasmodium falciparum parasite across Southeast Asia, and there is concern that the increased deployment of antimalarials in pursuit of disease eradication might simply lead to increased drug resistance. To monitor these risks it is important to survey the parasite population for genetic changes. Next-generation sequencing is used here to analyse P. falciparum genome variation directly from nearly 300 clinical blood samples, and from cultured isolates from Africa, Asia and Oceania. The authors use these data to analyse the diversity of the parasite population across different geographical locations, as well as within-host diversity at the level of the whole genome, and they show how this may be used to estimate inbreeding rates, which are important for the evolution of drug resistance. Malaria elimination strategies require surveillance of the parasite population for genetic changes that demand a public health response, such as new forms of drug resistance1,2. Here we describe methods for the large-scale analysis of genetic variation in Plasmodium falciparum by deep sequencing of parasite DNA obtained from the blood of patients with malaria, either directly or after short-term culture. Analysis of 86,158 exonic single nucleotide polymorphisms that passed genotyping quality control in 227 samples from Africa, Asia and Oceania provides genome-wide estimates of allele frequency distribution, population structure and linkage disequilibrium. By comparing the genetic diversity of individual infections with that of the local parasite population, we derive a metric of within-host diversity that is related to the level of inbreeding in the population. An open-access web application has been established for the exploration of regional differences in allele frequency and of highly differentiated loci in the P. falciparum genome.


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