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Genetic structure correlates with ethnolinguistic diversity in eastern and southern Africa

View ORCID ProfileElizabeth G. Atkinson, Shareefa Dalvie, Yakov Pichkar, Allan Kalungi, Lerato Majara, Anne Stevenson, Tamrat Abebe, Dickens Akena, Melkam Alemayehu, Fred K. Ashaba, Lukoye Atwoli, Mark Baker, View ORCID ProfileLori B. Chibnik, Nicole Creanza, View ORCID ProfileMark J. Daly, Abebaw Fekadu, Bizu Gelaye, Stella Gichuru, Wilfred E. Injera, Roxanne James, Symon M. Kariuki, Gabriel Kigen, Nastassja Koen, Karestan C. Koenen, Zan Koenig, Edith Kwobah, Joseph Kyebuzibwa, Henry Musinguzi, Rehema M. Mwema, Benjamin M. Neale, Carter P. Newman, Charles R.J.C. Newton, Linnet Ongeri, Sohini Ramachandran, Raj Ramesar, Welelta Shiferaw, Dan J. Stein, Rocky E. Stroud, Solomon Teferra, Zukiswa Zingela, View ORCID ProfileAlicia R. Martin, NeuroGAP-Psychosis Study Team
doi: https://doi.org/10.1101/2021.05.19.444732
Elizabeth G. Atkinson
1Analytic and Translational Genetics Unit and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
2Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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  • For correspondence: eatkinso@broadinstitute.org
Shareefa Dalvie
3Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
4South African Medical Research Council (SAMRC) Unit on Risk and Resilience in Mental Disorders, Neuroscience Institute, University of Cape Town, Cape Town, South Africa
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Yakov Pichkar
5Department of Biological Sciences, Vanderbilt University, Nashville, TN
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Allan Kalungi
6Department of Psychiatry, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
7Mental Health Section of MRC/UVRI & LSHTM Uganda Research Unit, Entebbe, Uganda
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Lerato Majara
8South African Medical Research Council (SAMRC) Human Genetics Research Unit, Division of Human Genetics, Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
3Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
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Anne Stevenson
2Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
10Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
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Tamrat Abebe
11Department of Microbiology, Immunology, and Parasitology, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
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Dickens Akena
6Department of Psychiatry, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
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Melkam Alemayehu
12Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
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Fred K. Ashaba
13Department of Immunology & Molecular Biology, College of Health Sciences, Makerere University, Kampala, Uganda
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Lukoye Atwoli
14Department of Mental Health, School of Medicine, Moi University College of Health Sciences, Eldoret, Kenya
15Brain and Mind Institute and Department of Internal Medicine, Medical College East Africa, the Aga Khan University, Nairobi, Kenya
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Mark Baker
2Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Lori B. Chibnik
2Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
16Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
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Nicole Creanza
5Department of Biological Sciences, Vanderbilt University, Nashville, TN
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Mark J. Daly
1Analytic and Translational Genetics Unit and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
2Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Abebaw Fekadu
12Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
17Centre for Innovative Drug Development & Therapeutic Trials for Africa, Addis Ababa University, Addis Ababa, Ethiopia
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Bizu Gelaye
10Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
2Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Stella Gichuru
14Department of Mental Health, School of Medicine, Moi University College of Health Sciences, Eldoret, Kenya
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Wilfred E. Injera
18Department of Immunology, School of Medicine, Moi University College of Health Sciences, Eldoret, Kenya
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Roxanne James
3Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
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Symon M. Kariuki
19Neurosciences Unit, Clinical Department, KEMRI-Wellcome Trust Research Programme-Coast, Kilifi, Kenya
20Department of Psychiatry, University of Oxford, Oxford, UK
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Gabriel Kigen
21Department of Pharmacology and Toxicology, School of Medicine, Moi University College of Health Sciences, Eldoret, Kenya
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Nastassja Koen
3Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
4South African Medical Research Council (SAMRC) Unit on Risk and Resilience in Mental Disorders, Neuroscience Institute, University of Cape Town, Cape Town, South Africa
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Karestan C. Koenen
2Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
10Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
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Zan Koenig
2Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Edith Kwobah
14Department of Mental Health, School of Medicine, Moi University College of Health Sciences, Eldoret, Kenya
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Joseph Kyebuzibwa
6Department of Psychiatry, School of Medicine, College of Health Sciences, Makerere University, Kampala, Uganda
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Henry Musinguzi
13Department of Immunology & Molecular Biology, College of Health Sciences, Makerere University, Kampala, Uganda
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Rehema M. Mwema
19Neurosciences Unit, Clinical Department, KEMRI-Wellcome Trust Research Programme-Coast, Kilifi, Kenya
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Benjamin M. Neale
1Analytic and Translational Genetics Unit and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
2Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Carter P. Newman
2Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
10Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
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Charles R.J.C. Newton
19Neurosciences Unit, Clinical Department, KEMRI-Wellcome Trust Research Programme-Coast, Kilifi, Kenya
20Department of Psychiatry, University of Oxford, Oxford, UK
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Linnet Ongeri
19Neurosciences Unit, Clinical Department, KEMRI-Wellcome Trust Research Programme-Coast, Kilifi, Kenya
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Sohini Ramachandran
22Department of Ecology and Evolutionary Biology and Center for Computational Molecular Biology, Brown University, Providence, RI
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Raj Ramesar
23South African Medical Research Council (SAMRC) Unit on Risk and Resilience in Mental Disorders, University of Cape Town and Neuroscience Institute, Cape Town, South Africa
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Welelta Shiferaw
12Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
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Dan J. Stein
3Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
4South African Medical Research Council (SAMRC) Unit on Risk and Resilience in Mental Disorders, Neuroscience Institute, University of Cape Town, Cape Town, South Africa
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Rocky E. Stroud
2Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
10Department of Epidemiology, Harvard T. H. Chan School of Public Health, Boston, MA, USA
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Solomon Teferra
12Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
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Zukiswa Zingela
24Department of Psychiatry and Human Behavioral Sciences, Walter Sisulu University, Mthatha, South Africa
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Alicia R. Martin
1Analytic and Translational Genetics Unit and Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
2Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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  • ORCID record for Alicia R. Martin
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Summary

African populations are the most diverse in the world yet are sorely underrepresented in medical genetics research. Here, we examine the structure of African populations using genetic and comprehensive multigenerational ethnolinguistic data from the Neuropsychiatric Genetics of African Populations-Psychosis study (NeuroGAP-Psychosis) consisting of 900 individuals from Ethiopia, Kenya, South Africa, and Uganda. We find that self-reported language classifications meaningfully tag underlying genetic variation that would be missed with consideration of geography alone, highlighting the importance of culture in shaping genetic diversity. Leveraging our uniquely rich multi-generational ethnolinguistic metadata, we track language transmission through the pedigree, observing the disappearance of several languages in our cohort as well as notable shifts in frequency over three generations. We further find significantly higher language transmission rates for matrilineal groups as compared to patrilineal. We highlight both the diversity of variation within the African continent, as well as how within-Africa variation can be informative for broader variant interpretation; many variants appearing rare elsewhere are common in parts of Africa. The work presented here improves the understanding of the spectrum of genetic variation in African populations and highlights the enormous and complex genetic and ethnolinguistic diversity within Africa.

Competing Interest Statement

A.R.M. has consulted for 23andMe and Illumina and received speaker fees from Genentech, Pfizer, and Illumina. B.M.N. is a member of the Deep Genomics Scientific Advisory Board. He also serves as a consultant for the Camp4 Therapeutics Corporation, Takeda Pharmaceutical and Biogen. M.J.D. is a founder of Maze Therapeutics. The remaining authors declare no competing interests.

Footnotes

  • PDF conversion of original file incorrectly represented Greek symbols. This has been corrected, all text remains identical.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Genetic structure correlates with ethnolinguistic diversity in eastern and southern Africa
Elizabeth G. Atkinson, Shareefa Dalvie, Yakov Pichkar, Allan Kalungi, Lerato Majara, Anne Stevenson, Tamrat Abebe, Dickens Akena, Melkam Alemayehu, Fred K. Ashaba, Lukoye Atwoli, Mark Baker, Lori B. Chibnik, Nicole Creanza, Mark J. Daly, Abebaw Fekadu, Bizu Gelaye, Stella Gichuru, Wilfred E. Injera, Roxanne James, Symon M. Kariuki, Gabriel Kigen, Nastassja Koen, Karestan C. Koenen, Zan Koenig, Edith Kwobah, Joseph Kyebuzibwa, Henry Musinguzi, Rehema M. Mwema, Benjamin M. Neale, Carter P. Newman, Charles R.J.C. Newton, Linnet Ongeri, Sohini Ramachandran, Raj Ramesar, Welelta Shiferaw, Dan J. Stein, Rocky E. Stroud, Solomon Teferra, Zukiswa Zingela, Alicia R. Martin, NeuroGAP-Psychosis Study Team
bioRxiv 2021.05.19.444732; doi: https://doi.org/10.1101/2021.05.19.444732
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Genetic structure correlates with ethnolinguistic diversity in eastern and southern Africa
Elizabeth G. Atkinson, Shareefa Dalvie, Yakov Pichkar, Allan Kalungi, Lerato Majara, Anne Stevenson, Tamrat Abebe, Dickens Akena, Melkam Alemayehu, Fred K. Ashaba, Lukoye Atwoli, Mark Baker, Lori B. Chibnik, Nicole Creanza, Mark J. Daly, Abebaw Fekadu, Bizu Gelaye, Stella Gichuru, Wilfred E. Injera, Roxanne James, Symon M. Kariuki, Gabriel Kigen, Nastassja Koen, Karestan C. Koenen, Zan Koenig, Edith Kwobah, Joseph Kyebuzibwa, Henry Musinguzi, Rehema M. Mwema, Benjamin M. Neale, Carter P. Newman, Charles R.J.C. Newton, Linnet Ongeri, Sohini Ramachandran, Raj Ramesar, Welelta Shiferaw, Dan J. Stein, Rocky E. Stroud, Solomon Teferra, Zukiswa Zingela, Alicia R. Martin, NeuroGAP-Psychosis Study Team
bioRxiv 2021.05.19.444732; doi: https://doi.org/10.1101/2021.05.19.444732

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