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Pf8: an open dataset of Plasmodium falciparum genome variation in 33,325 worldwide samples

  • Muzamil Mahdi Abdel Hamid
  • , Mohamed Hassan Abdelraheem
  • , Desmond Omane Acheampong
  • , Ishag Adam
  • , Pedro Aide
  • , Olusola Ajibaye
  • , Mozam Ali
  • , Jacob Almagro-Garcia
  • , Alfred Amambua-Ngwa
  • , Lucas Amenga-Etego
  • , Ifeyinwa Aniebo
  • , Enoch Aninagyei
  • , Felix Ansah
  • , Tobias O. Apinjoh
  • , Cristina V. Ariani
  • , Sarah Auburn
  • , Gordon A. Awandare
  • , Andrew Balmer
  • , Philip Bejon
  • , Simone Boene
  • George Bwire, Baltazar Candrinho, Arlindo Chidimatembue, Keobouphaphone Chindavongsa, Kiba Comiche, David Conway, Antoine Dara, Mahamadou Diakite, Abdoulaye Djimde, Arjen Dondorp, Seydou Doumbia, Eleanor Drury, Caterina A. Fanello, Mike Ferdig, Katherine Figueroa, Dionicia Gamboa, Lemu Golassa, S. nia Gonçalves, Merepen dite Agnes Guindo, Mainga Hamaluba, Borimas Hanboonkunupakarn, Kevin Howe, Maazza Hussien, Mallika Imwong, Deus Ishengoma, Julia Jeans, Alinune Kabaghe, Appolinary Kamuhabwa, Jean-Marie Kindermans, Drissa S. Konate, Dominic P. Kwiatkowski, Chiyun Lee, Samuel K. Lee, Sue J. Lee, Benedikt Ley, Alejandro Llanos-Cuentas, Jutta Marfurt, Glória Matambisso, Rapeephan Rattanawongnara Maude, Richard James Maude, Alfredo Mayor, Mayfong Mayxay, Oumou Maïga-Ascofaré, Robert S. McCann, Alistair Miles, Olivo Miotto, Abdelrahim Osman Mohamed, Collins Misita Morang’a, Kathryn Murie, Billy Ephraim Ngasala, Thuy-Nhien Nguyen, Oscar Nolasco, Francois Nosten, Rintis Noviyanti, Ísla O'Connor, Mary Oboh, Lynette Isabella Ochola-Oyier, Catherine Olufunke Falade, Adeola Olukosi, Ajibola Olumide, Fiyinfoluwa I. Olusola, Marie A. Onyamboko, Eniyou Cheryll Oriero, Wellington Aghoghovwia Oyibo, Danielle Pannebaker, Richard D. Pearson*, Kamija Phiri, Rob W. van der Pluijm, Ric N. Price, Huynh Hong Quang, Vinoth Rajkumar Devaraju, Milijaona Randrianarivelojosia, Lisa Ranford-Cartwright, Julian C. Rayner, Eduard Rovira-Vallbona, Katherine Rowlands, Valentin Ruano-Rubio, Juan F. Sanchez, Francisco Saúte, Shuwaram Shettima, Clemente da Silva, Victoria J. Simpson, Simon Suddaby, Willem Takken, Aung Myint Thu, Mahamoudou Toure, Eyyub Unlu, Hugo O. Valdivia, Michele van Vugt, Naomi Waithira, Thomas Wellems, Malaria Genomic Epidemiology Network (MalariaGEN)
*Corresponding author for this work
  • University of Khartoum
  • Sudan Atomic Energy Commission
  • University of Cape Coast Ghana
  • Centro de investigação de Saúde de Manhiça
  • Nigerian Institute of Medical Research
  • Wellcome Sanger Institute
  • London School of Hygiene and Tropical Medicine
  • University of Ghana
  • University for Development Studies Ghana
  • Health Strategy and Delivery Foundation
  • University of Health and Allied Sciences
  • University of Buea
  • Charles Darwin University
  • University of Oxford
  • Wellcome Trust Research Laboratories Nairobi
  • Muhimbili University of Health and Allied Sciences
  • National Malaria Control Programme
  • Centre of Malariology
  • Université des Sciences, des Techniques et des Technologies de Bamako
  • University Clinical Research Center
  • Mahidol Oxford Tropical Medicine Research Unit
  • University of Notre Dame
  • Universidad Peruana Cayetano Heredia
  • Addis Ababa University
  • Mahidol University
  • National Institute for Medical Research Tanzania
  • Kamuzu University of Health Sciences
  • Medecins Sans Frontieres
  • Broad Institute of MIT and Harvard
  • Harvard University
  • Instituto de Salud Global de Barcelona
  • Mahosot Hospital, Lao
  • Ministry of Health Laos
  • Bernhard Nocht Institute for Tropical Medicine
  • Kwame Nkrumah University of Science and Technology
  • University of Maryland, Baltimore
  • University of California at San Francisco
  • Eijkman Institute for Molecular Biology
  • University of Ibadan
  • First Technical University
  • Université de Kinshasa
  • The Kinshasa Medical Oxford Research Unit
  • University of Lagos
  • Naval Medical Research Unit South
  • Université Paris Cité
  • Institut Pasteur de Madagascar
  • Université de Toliara
  • University of Glasgow
  • University of Cambridge
  • Modibbo Adama University of Technology, Yola
  • Wageningen University & Research
  • University of Amsterdam
  • National Institute of Allergy and Infectious Diseases Division of Intramural Research National Institutes of Health
  • Seattle Children's Hospital

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Abstract

We describe the Pf8 data resource, the latest MalariaGEN release of curated genome variation data on over 33,000 Plasmodium falciparum samples from 99 partner studies and 122 locations over more than 50 years. This release provides open access to raw sequencing data and genotypes at over 12 million genomic positions. For the first time, it includes copy-number variation (CNV) calls in the drug-resistance associated genes gch1 and crt. As in Pf7, CNV calls are provided for mdr1 and plasmepsin2/3, along with calls for deletion in hrp2 and hrp3, genes associated with rapid diagnostic test failures. This data resource additionally features derived datasets, interactive web applications for exploring patterns of drug resistance and variation in over 5,000 genes, an updated Python package providing methods for accessing and analysing the data, and open access analysis notebooks that can be used as starting points for further analyses. In addition, informative example analyses show contrasting profiles of the decline of chloroquine resistance-associated mutations in Africa, and variation in copy number variation across 10 distinct sub-populations. To the best of our knowledge, Pf8 is the largest open data set of genome variation in any eukaryotic species, making it an invaluable foundational resource for understanding evolution, including that of pathogens.
Original languageEnglish
Article number325
JournalWellcome Open Research
Volume10
DOIs
Publication statusPublished - 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Plasmodium falciparum
  • data resource
  • genomic epidemiology
  • genomic surveillance
  • genomics
  • malaria
  • open data sharing

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