_version_ 1782353165576830976
author Gurdasani, Deepti
Carstensen, Tommy
Tekola-Ayele, Fasil
Pagani, Luca
Tachmazidou, Ioanna
Hatzikotoulas, Konstantinos
Karthikeyan, Savita
Iles, Louise
Pollard, Martin O.
Choudhury, Ananyo
Ritchie, Graham R. S.
Xue, Yali
Asimit, Jennifer
Nsubuga, Rebecca N.
Young, Elizabeth H.
Pomilla, Cristina
Kivinen, Katja
Rockett, Kirk
Kamali, Anatoli
Doumatey, Ayo P.
Asiki, Gershim
Seeley, Janet
Sisay-Joof, Fatoumatta
Jallow, Muminatou
Tollman, Stephen
Mekonnen, Ephrem
Ekong, Rosemary
Oljira, Tamiru
Bradman, Neil
Bojang, Kalifa
Ramsay, Michele
Adeyemo, Adebowale
Bekele, Endashaw
Motala, Ayesha
Norris, Shane A.
Pirie, Fraser
Kaleebu, Pontiano
Kwiatkowski, Dominic
Tyler-Smith, Chris
Rotimi, Charles
Zeggini, Eleftheria
Sandhu, Manjinder S.
author_facet Gurdasani, Deepti
Carstensen, Tommy
Tekola-Ayele, Fasil
Pagani, Luca
Tachmazidou, Ioanna
Hatzikotoulas, Konstantinos
Karthikeyan, Savita
Iles, Louise
Pollard, Martin O.
Choudhury, Ananyo
Ritchie, Graham R. S.
Xue, Yali
Asimit, Jennifer
Nsubuga, Rebecca N.
Young, Elizabeth H.
Pomilla, Cristina
Kivinen, Katja
Rockett, Kirk
Kamali, Anatoli
Doumatey, Ayo P.
Asiki, Gershim
Seeley, Janet
Sisay-Joof, Fatoumatta
Jallow, Muminatou
Tollman, Stephen
Mekonnen, Ephrem
Ekong, Rosemary
Oljira, Tamiru
Bradman, Neil
Bojang, Kalifa
Ramsay, Michele
Adeyemo, Adebowale
Bekele, Endashaw
Motala, Ayesha
Norris, Shane A.
Pirie, Fraser
Kaleebu, Pontiano
Kwiatkowski, Dominic
Tyler-Smith, Chris
Rotimi, Charles
Zeggini, Eleftheria
Sandhu, Manjinder S.
author_sort Gurdasani, Deepti
collection PubMed
description Given the importance of Africa to studies of human origins and disease susceptibility, detailed characterization of African genetic diversity is needed. The African Genome Variation Project provides a resource with which to design, implement and interpret genomic studies in sub-Saharan Africa and worldwide. The African Genome Variation Project represents dense genotypes from 1,481 individuals and whole-genome sequences from 320 individuals across sub-Saharan Africa. Using this resource, we find novel evidence of complex, regionally distinct hunter-gatherer and Eurasian admixture across sub-Saharan Africa. We identify new loci under selection, including loci related to malaria susceptibility and hypertension. We show that modern imputation panels (sets of reference genotypes from which unobserved or missing genotypes in study sets can be inferred) can identify association signals at highly differentiated loci across populations in sub-Saharan Africa. Using whole-genome sequencing, we demonstrate further improvements in imputation accuracy, strengthening the case for large-scale sequencing efforts of diverse African haplotypes. Finally, we present an efficient genotype array design capturing common genetic variation in Africa. SUPPLEMENTARY INFORMATION: The online version of this article (doi:10.1038/nature13997) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-4297536
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-42975362015-07-15 The African Genome Variation Project shapes medical genetics in Africa Gurdasani, Deepti Carstensen, Tommy Tekola-Ayele, Fasil Pagani, Luca Tachmazidou, Ioanna Hatzikotoulas, Konstantinos Karthikeyan, Savita Iles, Louise Pollard, Martin O. Choudhury, Ananyo Ritchie, Graham R. S. Xue, Yali Asimit, Jennifer Nsubuga, Rebecca N. Young, Elizabeth H. Pomilla, Cristina Kivinen, Katja Rockett, Kirk Kamali, Anatoli Doumatey, Ayo P. Asiki, Gershim Seeley, Janet Sisay-Joof, Fatoumatta Jallow, Muminatou Tollman, Stephen Mekonnen, Ephrem Ekong, Rosemary Oljira, Tamiru Bradman, Neil Bojang, Kalifa Ramsay, Michele Adeyemo, Adebowale Bekele, Endashaw Motala, Ayesha Norris, Shane A. Pirie, Fraser Kaleebu, Pontiano Kwiatkowski, Dominic Tyler-Smith, Chris Rotimi, Charles Zeggini, Eleftheria Sandhu, Manjinder S. Nature Article Given the importance of Africa to studies of human origins and disease susceptibility, detailed characterization of African genetic diversity is needed. The African Genome Variation Project provides a resource with which to design, implement and interpret genomic studies in sub-Saharan Africa and worldwide. The African Genome Variation Project represents dense genotypes from 1,481 individuals and whole-genome sequences from 320 individuals across sub-Saharan Africa. Using this resource, we find novel evidence of complex, regionally distinct hunter-gatherer and Eurasian admixture across sub-Saharan Africa. We identify new loci under selection, including loci related to malaria susceptibility and hypertension. We show that modern imputation panels (sets of reference genotypes from which unobserved or missing genotypes in study sets can be inferred) can identify association signals at highly differentiated loci across populations in sub-Saharan Africa. Using whole-genome sequencing, we demonstrate further improvements in imputation accuracy, strengthening the case for large-scale sequencing efforts of diverse African haplotypes. Finally, we present an efficient genotype array design capturing common genetic variation in Africa. SUPPLEMENTARY INFORMATION: The online version of this article (doi:10.1038/nature13997) contains supplementary material, which is available to authorized users. Nature Publishing Group UK 2014-12-03 2015 /pmc/articles/PMC4297536/ /pubmed/25470054 http://dx.doi.org/10.1038/nature13997 Text en © The Author(s) 2014 https://creativecommons.org/licenses/by-nc-sa/3.0/This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported licence. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons licence, users will need to obtain permission from the licence holder to reproduce the material. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-sa/3.0/ (https://creativecommons.org/licenses/by-nc-sa/3.0/) .
spellingShingle Article
Gurdasani, Deepti
Carstensen, Tommy
Tekola-Ayele, Fasil
Pagani, Luca
Tachmazidou, Ioanna
Hatzikotoulas, Konstantinos
Karthikeyan, Savita
Iles, Louise
Pollard, Martin O.
Choudhury, Ananyo
Ritchie, Graham R. S.
Xue, Yali
Asimit, Jennifer
Nsubuga, Rebecca N.
Young, Elizabeth H.
Pomilla, Cristina
Kivinen, Katja
Rockett, Kirk
Kamali, Anatoli
Doumatey, Ayo P.
Asiki, Gershim
Seeley, Janet
Sisay-Joof, Fatoumatta
Jallow, Muminatou
Tollman, Stephen
Mekonnen, Ephrem
Ekong, Rosemary
Oljira, Tamiru
Bradman, Neil
Bojang, Kalifa
Ramsay, Michele
Adeyemo, Adebowale
Bekele, Endashaw
Motala, Ayesha
Norris, Shane A.
Pirie, Fraser
Kaleebu, Pontiano
Kwiatkowski, Dominic
Tyler-Smith, Chris
Rotimi, Charles
Zeggini, Eleftheria
Sandhu, Manjinder S.
The African Genome Variation Project shapes medical genetics in Africa
title The African Genome Variation Project shapes medical genetics in Africa
title_full The African Genome Variation Project shapes medical genetics in Africa
title_fullStr The African Genome Variation Project shapes medical genetics in Africa
title_full_unstemmed The African Genome Variation Project shapes medical genetics in Africa
title_short The African Genome Variation Project shapes medical genetics in Africa
title_sort african genome variation project shapes medical genetics in africa
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4297536/
https://www.ncbi.nlm.nih.gov/pubmed/25470054
http://dx.doi.org/10.1038/nature13997
work_keys_str_mv AT gurdasanideepti theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT carstensentommy theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT tekolaayelefasil theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT paganiluca theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT tachmazidouioanna theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT hatzikotoulaskonstantinos theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT karthikeyansavita theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT ileslouise theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT pollardmartino theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT choudhuryananyo theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT ritchiegrahamrs theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT xueyali theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT asimitjennifer theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT nsubugarebeccan theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT youngelizabethh theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT pomillacristina theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT kivinenkatja theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT rockettkirk theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT kamalianatoli theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT doumateyayop theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT asikigershim theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT seeleyjanet theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT sisayjooffatoumatta theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT jallowmuminatou theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT tollmanstephen theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT mekonnenephrem theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT ekongrosemary theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT oljiratamiru theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT bradmanneil theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT bojangkalifa theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT ramsaymichele theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT adeyemoadebowale theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT bekeleendashaw theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT motalaayesha theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT norrisshanea theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT piriefraser theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT kaleebupontiano theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT kwiatkowskidominic theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT tylersmithchris theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT rotimicharles theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT zegginieleftheria theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT sandhumanjinders theafricangenomevariationprojectshapesmedicalgeneticsinafrica
AT gurdasanideepti africangenomevariationprojectshapesmedicalgeneticsinafrica
AT carstensentommy africangenomevariationprojectshapesmedicalgeneticsinafrica
AT tekolaayelefasil africangenomevariationprojectshapesmedicalgeneticsinafrica
AT paganiluca africangenomevariationprojectshapesmedicalgeneticsinafrica
AT tachmazidouioanna africangenomevariationprojectshapesmedicalgeneticsinafrica
AT hatzikotoulaskonstantinos africangenomevariationprojectshapesmedicalgeneticsinafrica
AT karthikeyansavita africangenomevariationprojectshapesmedicalgeneticsinafrica
AT ileslouise africangenomevariationprojectshapesmedicalgeneticsinafrica
AT pollardmartino africangenomevariationprojectshapesmedicalgeneticsinafrica
AT choudhuryananyo africangenomevariationprojectshapesmedicalgeneticsinafrica
AT ritchiegrahamrs africangenomevariationprojectshapesmedicalgeneticsinafrica
AT xueyali africangenomevariationprojectshapesmedicalgeneticsinafrica
AT asimitjennifer africangenomevariationprojectshapesmedicalgeneticsinafrica
AT nsubugarebeccan africangenomevariationprojectshapesmedicalgeneticsinafrica
AT youngelizabethh africangenomevariationprojectshapesmedicalgeneticsinafrica
AT pomillacristina africangenomevariationprojectshapesmedicalgeneticsinafrica
AT kivinenkatja africangenomevariationprojectshapesmedicalgeneticsinafrica
AT rockettkirk africangenomevariationprojectshapesmedicalgeneticsinafrica
AT kamalianatoli africangenomevariationprojectshapesmedicalgeneticsinafrica
AT doumateyayop africangenomevariationprojectshapesmedicalgeneticsinafrica
AT asikigershim africangenomevariationprojectshapesmedicalgeneticsinafrica
AT seeleyjanet africangenomevariationprojectshapesmedicalgeneticsinafrica
AT sisayjooffatoumatta africangenomevariationprojectshapesmedicalgeneticsinafrica
AT jallowmuminatou africangenomevariationprojectshapesmedicalgeneticsinafrica
AT tollmanstephen africangenomevariationprojectshapesmedicalgeneticsinafrica
AT mekonnenephrem africangenomevariationprojectshapesmedicalgeneticsinafrica
AT ekongrosemary africangenomevariationprojectshapesmedicalgeneticsinafrica
AT oljiratamiru africangenomevariationprojectshapesmedicalgeneticsinafrica
AT bradmanneil africangenomevariationprojectshapesmedicalgeneticsinafrica
AT bojangkalifa africangenomevariationprojectshapesmedicalgeneticsinafrica
AT ramsaymichele africangenomevariationprojectshapesmedicalgeneticsinafrica
AT adeyemoadebowale africangenomevariationprojectshapesmedicalgeneticsinafrica
AT bekeleendashaw africangenomevariationprojectshapesmedicalgeneticsinafrica
AT motalaayesha africangenomevariationprojectshapesmedicalgeneticsinafrica
AT norrisshanea africangenomevariationprojectshapesmedicalgeneticsinafrica
AT piriefraser africangenomevariationprojectshapesmedicalgeneticsinafrica
AT kaleebupontiano africangenomevariationprojectshapesmedicalgeneticsinafrica
AT kwiatkowskidominic africangenomevariationprojectshapesmedicalgeneticsinafrica
AT tylersmithchris africangenomevariationprojectshapesmedicalgeneticsinafrica
AT rotimicharles africangenomevariationprojectshapesmedicalgeneticsinafrica
AT zegginieleftheria africangenomevariationprojectshapesmedicalgeneticsinafrica
AT sandhumanjinders africangenomevariationprojectshapesmedicalgeneticsinafrica