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1. Pf7: an open dataset of Plasmodium falciparum genome variation in 20,000 worldwide samples [version 1; peer review: 2 approved]

Author

Mohamed Hassan Abdelraheem, Sonia Goncalves, Lemu Golassa, Tim Anderson, Desmond Omane Acheampong, Enoch Aninagyei, Ifeyinwa Aniebo, Patrick O Ansah, Felix Ansah, Gordon A Awandare, Paulo Arnaldo, Maciej F Boni, Gwladys I Bertin, Peter C Bull, Marielle Bouyou-Akotet, Keobouphaphone Chindavongsa, Edwin Kamau, Huch Cheah, Claire Kamaliddin, Vladimir Corredor, David J Conway, Nicholas Day, Abibatou Konaté, Erin Courtier, Theerarat Kochakarn, Arjen Dondorp, Abdoulaye Djimde, Diego F Echeverry, Seydou Doumbia, Mara Lawniczak, Pharath Lim, Sonia Maria Mauricio Enosse, Oumou Maïga-Ascofaré, Thomas G Egwang, Aung Myint Thu, Mark Fleharty, Jutta Marfurt, Caterina A Fanello, Mark Fukuda, Victor Mobegi, Matthew Forbes, Sara Anne Healy, G L Abby Harrison, Anastasia Hernandez-Koutoucheva, Jason A Hendry, Ivo Mueller, Francis Hombhanje, Harald Noedl, Catherine A Hill, Thuy-Nhien Nguyen, Mazza Hussein, Amanda Hott, Rintis Noviyanti, Scott A Jackson, Abraham Oduro, Deus Ishengoma, Harold Ocholla, Julia Jeans, Jean-Bosco Ouedraogo, Chris G Jacob, Drissa S Konate, Jon Keatley, Francois Nosten, Kolapo Oyebola, Myat P Kyaw, Aminatou Kone, Norbert Peshu, Samuel K Lee, Dennis Kyle, Kovana M Loua, Milijaona Randrianarivelojosia, Martha Lemnge, Sasithon Pukrittayakamee, Richard James Maude, Pascal Ringwald, Celine I Mandara, Abdelrahim Osman Mohamed, Toshihiro Mita, Jaqui Montgomery, Julian C Rayner, David Saunders, Olugbenga A Mokuolu, Lastenia Ruiz, Kathryn Murie, Peter Siba, Collins Misita Morang’a, Alex Shayo, Tuyen Nguyen Thi Kim, Thang Ngo Duc, Vincent Ntui-Njock Ntui, Colin Sutherland, Hong Nguyen Van, Xin-zhuan Su, Marie A Onyamboko, Livingstone Tavul, Irene Omedo, Richard Pearson, Antoinette Tshefu, Wellington Aghoghovwia Oyibo, Vandana Thathy, Chris Drakeley, Huynh Hong Quang, Joseph Vinetz, Christopher V Plowe, Federica Verra, Eduard Rovira-Vallbona, Jason Wendler, Anna Rosanas-Urgell, Teun Bousema, Thuy Nguyen, Mahamadou S. Sissoko, Valentin Ruano-Rubio, Alexis Nzila, Shannon Takala-Harrison, Christen Smith, William Yavo, Ngo Viet Thanh, Arthur Talman, Georgia Whitton, Mahamoudou Toure, Rob W van der Pluijm, Sarah Auburn, Antoine Claessens, Mahamadou Diakite, Kesinee Chotivanich, Mehul Dhorda, Olivo Miotto, Mallika Imwong, Mayfong Mayxay, Alfred Amambua-Ngwa, Philip Bejon, Elizabeth Ashley, Alyssa Barry, Rick M. Fairhurst, Ye Htut, Tran Tinh Hien, Kimberly J Johnson, Dominic P Kwiatkowski, Umberto D'Alessandro, Chanthap Lon, Paul N Newton, Aung P Phyo, Ric N Price, Victoria J Simpson, Kevin Marsh, Nicholas J White, Thomas E Wellems, Lynette Isabella Ochola-Oyier, Mozam Ali, Ambroise Ahouidi, Jacob Almagro-Garcia, Ben Andagalu, Lucas Amenga-Etego, Voahangy Andrianaranjaka, Tobias Apinjoh, Vito Baraka, Hampate Ba, Steffen Borrmann, Oralee Branch, Thanat Chookajorn, Souleymane Dama, Chanaki Amaratunga, Alister Craig, Brigitte Denis, Eleanor Drury, Christiane Dolecek, Patrick Duffy, Berhanu Erko, Abdul Faiz, Muzamil Mahdi Abdel Hamid, Anita Ghansah, and Dionicia Gamboa

Subjects
malaria, plasmodium falciparum, genomics, data resource, genomic epidemiology, eng, Medicine, Science
Abstract

We describe the MalariaGEN Pf7 data resource, the seventh release of Plasmodium falciparum genome variation data from the MalariaGEN network. It comprises over 20,000 samples from 82 partner studies in 33 countries, including several malaria endemic regions that were previously underrepresented. For the first time we include dried blood spot samples that were sequenced after selective whole genome amplification, necessitating new methods to genotype copy number variations. We identify a large number of newly emerging crt mutations in parts of Southeast Asia, and show examples of heterogeneities in patterns of drug resistance within Africa and within the Indian subcontinent. We describe the profile of variations in the C-terminal of the csp gene and relate this to the sequence used in the RTS,S and R21 malaria vaccines. Pf7 provides high-quality data on genotype calls for 6 million SNPs and short indels, analysis of large deletions that cause failure of rapid diagnostic tests, and systematic characterisation of six major drug resistance loci, all of which can be freely downloaded from the MalariaGEN website.

Published
2023
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2. An open dataset of Plasmodium falciparum genome variation in 7,000 worldwide samples [version 2; peer review: 2 approved]

Author

MalariaGEN, Ambroise Ahouidi, Mozam Ali, Jacob Almagro-Garcia, Alfred Amambua-Ngwa, Chanaki Amaratunga, Roberto Amato, Lucas Amenga-Etego, Ben Andagalu, Tim J. C. Anderson, Voahangy Andrianaranjaka, Tobias Apinjoh, Cristina Ariani, Elizabeth A Ashley, Sarah Auburn, Gordon A. Awandare, Hampate Ba, Vito Baraka, Alyssa E. Barry, Philip Bejon, Gwladys I. Bertin, Maciej F. Boni, Steffen Borrmann, Teun Bousema, Oralee Branch, Peter C. Bull, George B. J. Busby, Thanat Chookajorn, Kesinee Chotivanich, Antoine Claessens, David Conway, Alister Craig, Umberto D'Alessandro, Souleymane Dama, Nicholas PJ Day, Brigitte Denis, Mahamadou Diakite, Abdoulaye Djimdé, Christiane Dolecek, Arjen M Dondorp, Chris Drakeley, Eleanor Drury, Patrick Duffy, Diego F. Echeverry, Thomas G. Egwang, Berhanu Erko, Rick M. Fairhurst, Abdul Faiz, Caterina A. Fanello, Mark M. Fukuda, Dionicia Gamboa, Anita Ghansah, Lemu Golassa, Sonia Goncalves, William L. Hamilton, G. L. Abby Harrison, Lee Hart, Christa Henrichs, Tran Tinh Hien, Catherine A. Hill, Abraham Hodgson, Christina Hubbart, Mallika Imwong, Deus S. Ishengoma, Scott A. Jackson, Chris G. Jacob, Ben Jeffery, Anna E. Jeffreys, Kimberly J. Johnson, Dushyanth Jyothi, Claire Kamaliddin, Edwin Kamau, Mihir Kekre, Krzysztof Kluczynski, Theerarat Kochakarn, Abibatou Konaté, Dominic P. Kwiatkowski, Myat Phone Kyaw, Pharath Lim, Chanthap Lon, Kovana M. Loua, Oumou Maïga-Ascofaré, Cinzia Malangone, Magnus Manske, Jutta Marfurt, Kevin Marsh, Mayfong Mayxay, Alistair Miles, Olivo Miotto, Victor Mobegi, Olugbenga A. Mokuolu, Jacqui Montgomery, Ivo Mueller, Paul N. Newton, Thuy Nguyen, Thuy-Nhien Nguyen, Harald Noedl, Francois Nosten, Rintis Noviyanti, Alexis Nzila, Lynette I. Ochola-Oyier, Harold Ocholla, Abraham Oduro, Irene Omedo, Marie A. Onyamboko, Jean-Bosco Ouedraogo, Kolapo Oyebola, Richard D. Pearson, Norbert Peshu, Aung Pyae Phyo, Chris V. Plowe, Ric N. Price, Sasithon Pukrittayakamee, Milijaona Randrianarivelojosia, Julian C. Rayner, Pascal Ringwald, Kirk A. Rockett, Katherine Rowlands, Lastenia Ruiz, David Saunders, Alex Shayo, Peter Siba, Victoria J. Simpson, Jim Stalker, Xin-zhuan Su, Colin Sutherland, Shannon Takala-Harrison, Livingstone Tavul, Vandana Thathy, Antoinette Tshefu, Federica Verra, Joseph Vinetz, Thomas E. Wellems, Jason Wendler, Nicholas J. White, Ian Wright, William Yavo, and Htut Ye

Subjects
Medicine, Science
Abstract

MalariaGEN is a data-sharing network that enables groups around the world to work together on the genomic epidemiology of malaria. Here we describe a new release of curated genome variation data on 7,000 Plasmodium falciparum samples from MalariaGEN partner studies in 28 malaria-endemic countries. High-quality genotype calls on 3 million single nucleotide polymorphisms (SNPs) and short indels were produced using a standardised analysis pipeline. Copy number variants associated with drug resistance and structural variants that cause failure of rapid diagnostic tests were also analysed. Almost all samples showed genetic evidence of resistance to at least one antimalarial drug, and some samples from Southeast Asia carried markers of resistance to six commonly-used drugs. Genes expressed during the mosquito stage of the parasite life-cycle are prominent among loci that show strong geographic differentiation. By continuing to enlarge this open data resource we aim to facilitate research into the evolutionary processes affecting malaria control and to accelerate development of the surveillance toolkit required for malaria elimination.

Published
2021
Full Text
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3. An open dataset of Plasmodium falciparum genome variation in 7,000 worldwide samples [version 1; peer review: 2 approved]

Author

MalariaGEN, Ambroise Ahouidi, Mozam Ali, Jacob Almagro-Garcia, Alfred Amambua-Ngwa, Chanaki Amaratunga, Roberto Amato, Lucas Amenga-Etego, Ben Andagalu, Tim J. C. Anderson, Voahangy Andrianaranjaka, Tobias Apinjoh, Cristina Ariani, Elizabeth A. Ashley, Sarah Auburn, Gordon Awandare, Hampate Ba, Vito Baraka, Alyssa E. Barry, Philip Bejon, Gwladys I. Bertin, Maciej F. Boni, Steffen Borrmann, Teun Bousema, Oralee Branch, Peter C. Bull, George B. J. Busby, Thanat Chookajorn, Kesinee Chotivanich, Antoine Claessens, David Conway, Alister Craig, Umberto D'Alessandro, Souleymane Dama, Nicholas PJ Day, Brigitte Denis, Mahamadou Diakite, Abdoulaye Djimdé, Christiane Dolecek, Arjen M Dondorp, Chris Drakeley, Eleanor Drury, Patrick Duffy, Diego F. Echeverry, Thomas G. Egwang, Berhanu Erko, Rick M. Fairhurst, Abdul Faiz, Caterina A. Fanello, Mark M. Fukuda, Dionicia Gamboa, Anita Ghansah, Lemu Golassa, Sonia Goncalves, William L. Hamilton, G. L. Abby Harrison, Lee Hart, Christa Henrichs, Tran Tinh Hien, Catherine A. Hill, Abraham Hodgson, Christina Hubbart, Mallika Imwong, Deus S. Ishengoma, Scott A. Jackson, Chris G. Jacob, Ben Jeffery, Anna E. Jeffreys, Kimberly J. Johnson, Dushyanth Jyothi, Claire Kamaliddin, Edwin Kamau, Mihir Kekre, Krzysztof Kluczynski, Theerarat Kochakarn, Abibatou Konaté, Dominic P. Kwiatkowski, Myat Phone Kyaw, Pharath Lim, Chanthap Lon, Kovana M. Loua, Oumou Maïga-Ascofaré, Cinzia Malangone, Magnus Manske, Jutta Marfurt, Kevin Marsh, Mayfong Mayxay, Alistair Miles, Olivo Miotto, Victor Mobegi, Olugbenga A. Mokuolu, Jacqui Montgomery, Ivo Mueller, Paul N. Newton, Thuy Nguyen, Thuy-Nhien Nguyen, Harald Noedl, Francois Nosten, Rintis Noviyanti, Alexis Nzila, Lynette I. Ochola-Oyier, Harold Ocholla, Abraham Oduro, Irene Omedo, Marie A. Onyamboko, Jean-Bosco Ouedraogo, Kolapo Oyebola, Richard D. Pearson, Norbert Peshu, Aung Pyae Phyo, Chris V. Plowe, Ric N. Price, Sasithon Pukrittayakamee, Milijaona Randrianarivelojosia, Julian C. Rayner, Pascal Ringwald, Kirk A. Rockett, Katherine Rowlands, Lastenia Ruiz, David Saunders, Alex Shayo, Peter Siba, Victoria J. Simpson, Jim Stalker, Xin-zhuan Su, Colin Sutherland, Shannon Takala-Harrison, Livingstone Tavul, Vandana Thathy, Antoinette Tshefu, Federica Verra, Joseph Vinetz, Thomas E. Wellems, Jason Wendler, Nicholas J. White, Ian Wright, William Yavo, and Htut Ye

Subjects
Medicine, Science
Abstract

MalariaGEN is a data-sharing network that enables groups around the world to work together on the genomic epidemiology of malaria. Here we describe a new release of curated genome variation data on 7,000 Plasmodium falciparum samples from MalariaGEN partner studies in 28 malaria-endemic countries. High-quality genotype calls on 3 million single nucleotide polymorphisms (SNPs) and short indels were produced using a standardised analysis pipeline. Copy number variants associated with drug resistance and structural variants that cause failure of rapid diagnostic tests were also analysed. Almost all samples showed genetic evidence of resistance to at least one antimalarial drug, and some samples from Southeast Asia carried markers of resistance to six commonly-used drugs. Genes expressed during the mosquito stage of the parasite life-cycle are prominent among loci that show strong geographic differentiation. By continuing to enlarge this open data resource we aim to facilitate research into the evolutionary processes affecting malaria control and to accelerate development of the surveillance toolkit required for malaria elimination.

Published
2021
Full Text
View/download PDF

4. An open dataset of

Author

Ambroise, Ahouidi, Mozam, Ali, Jacob, Almagro-Garcia, Alfred, Amambua-Ngwa, Chanaki, Amaratunga, Roberto, Amato, Lucas, Amenga-Etego, Ben, Andagalu, Tim J C, Anderson, Voahangy, Andrianaranjaka, Tobias, Apinjoh, Cristina, Ariani, Elizabeth A, Ashley, Sarah, Auburn, Gordon A, Awandare, Hampate, Ba, Vito, Baraka, Alyssa E, Barry, Philip, Bejon, Gwladys I, Bertin, Maciej F, Boni, Steffen, Borrmann, Teun, Bousema, Oralee, Branch, Peter C, Bull, George B J, Busby, Thanat, Chookajorn, Kesinee, Chotivanich, Antoine, Claessens, David, Conway, Alister, Craig, Umberto, D'Alessandro, Souleymane, Dama, Nicholas Pj, Day, Brigitte, Denis, Mahamadou, Diakite, Abdoulaye, Djimdé, Christiane, Dolecek, Arjen M, Dondorp, Chris, Drakeley, Eleanor, Drury, Patrick, Duffy, Diego F, Echeverry, Thomas G, Egwang, Berhanu, Erko, Rick M, Fairhurst, Abdul, Faiz, Caterina A, Fanello, Mark M, Fukuda, Dionicia, Gamboa, Anita, Ghansah, Lemu, Golassa, Sonia, Goncalves, William L, Hamilton, G L Abby, Harrison, Lee, Hart, Christa, Henrichs, Tran Tinh, Hien, Catherine A, Hill, Abraham, Hodgson, Christina, Hubbart, Mallika, Imwong, Deus S, Ishengoma, Scott A, Jackson, Chris G, Jacob, Ben, Jeffery, Anna E, Jeffreys, Kimberly J, Johnson, Dushyanth, Jyothi, Claire, Kamaliddin, Edwin, Kamau, Mihir, Kekre, Krzysztof, Kluczynski, Theerarat, Kochakarn, Abibatou, Konaté, Dominic P, Kwiatkowski, Myat Phone, Kyaw, Pharath, Lim, Chanthap, Lon, Kovana M, Loua, Oumou, Maïga-Ascofaré, Cinzia, Malangone, Magnus, Manske, Jutta, Marfurt, Kevin, Marsh, Mayfong, Mayxay, Alistair, Miles, Olivo, Miotto, Victor, Mobegi, Olugbenga A, Mokuolu, Jacqui, Montgomery, Ivo, Mueller, Paul N, Newton, Thuy, Nguyen, Thuy-Nhien, Nguyen, Harald, Noedl, Francois, Nosten, Rintis, Noviyanti, Alexis, Nzila, Lynette I, Ochola-Oyier, Harold, Ocholla, Abraham, Oduro, Irene, Omedo, Marie A, Onyamboko, Jean-Bosco, Ouedraogo, Kolapo, Oyebola, Richard D, Pearson, Norbert, Peshu, Aung Pyae, Phyo, Chris V, Plowe, Ric N, Price, Sasithon, Pukrittayakamee, Milijaona, Randrianarivelojosia, Julian C, Rayner, Pascal, Ringwald, Kirk A, Rockett, Katherine, Rowlands, Lastenia, Ruiz, David, Saunders, Alex, Shayo, Peter, Siba, Victoria J, Simpson, Jim, Stalker, Xin-Zhuan, Su, Colin, Sutherland, Shannon, Takala-Harrison, Livingstone, Tavul, Vandana, Thathy, Antoinette, Tshefu, Federica, Verra, Joseph, Vinetz, Thomas E, Wellems, Jason, Wendler, Nicholas J, White, Ian, Wright, William, Yavo, and Htut, Ye

Subjects
data resource, drug resistance, plasmodium falciparum, parasitic diseases, evolution, malaria, genomics, rapid diagnostic test failure, population genetics, Articles, genomic epidemiology, Research Article
Abstract

MalariaGEN is a data-sharing network that enables groups around the world to work together on the genomic epidemiology of malaria. Here we describe a new release of curated genome variation data on 7,000 Plasmodium falciparum samples from MalariaGEN partner studies in 28 malaria-endemic countries. High-quality genotype calls on 3 million single nucleotide polymorphisms (SNPs) and short indels were produced using a standardised analysis pipeline. Copy number variants associated with drug resistance and structural variants that cause failure of rapid diagnostic tests were also analysed. Almost all samples showed genetic evidence of resistance to at least one antimalarial drug, and some samples from Southeast Asia carried markers of resistance to six commonly-used drugs. Genes expressed during the mosquito stage of the parasite life-cycle are prominent among loci that show strong geographic differentiation. By continuing to enlarge this open data resource we aim to facilitate research into the evolutionary processes affecting malaria control and to accelerate development of the surveillance toolkit required for malaria elimination.

Published
2021

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