IDEAS home Printed from https://ideas.repec.org/a/plo/pgen00/1001373.html
   My bibliography  Save this article

The History of African Gene Flow into Southern Europeans, Levantines, and Jews

Author

Listed:
  • Priya Moorjani
  • Nick Patterson
  • Joel N Hirschhorn
  • Alon Keinan
  • Li Hao
  • Gil Atzmon
  • Edward Burns
  • Harry Ostrer
  • Alkes L Price
  • David Reich

Abstract

Previous genetic studies have suggested a history of sub-Saharan African gene flow into some West Eurasian populations after the initial dispersal out of Africa that occurred at least 45,000 years ago. However, there has been no accurate characterization of the proportion of mixture, or of its date. We analyze genome-wide polymorphism data from about 40 West Eurasian groups to show that almost all Southern Europeans have inherited 1%–3% African ancestry with an average mixture date of around 55 generations ago, consistent with North African gene flow at the end of the Roman Empire and subsequent Arab migrations. Levantine groups harbor 4%–15% African ancestry with an average mixture date of about 32 generations ago, consistent with close political, economic, and cultural links with Egypt in the late middle ages. We also detect 3%–5% sub-Saharan African ancestry in all eight of the diverse Jewish populations that we analyzed. For the Jewish admixture, we obtain an average estimated date of about 72 generations. This may reflect descent of these groups from a common ancestral population that already had some African ancestry prior to the Jewish Diasporas.Author Summary: Southern Europeans and Middle Eastern populations are known to have inherited a small percentage of their genetic material from recent sub-Saharan African migrations, but there has been no estimate of the exact proportion of this gene flow, or of its date. Here, we apply genomic methods to show that the proportion of African ancestry in many Southern European groups is 1%–3%, in Middle Eastern groups is 4%–15%, and in Jewish groups is 3%–5%. To estimate the dates when the mixture occurred, we develop a novel method that estimates the size of chromosomal segments of distinct ancestry in individuals of mixed ancestry. We verify using computer simulations that the method produces useful estimates of population mixture dates up to 300 generations in the past. By applying the method to West Eurasians, we show that the dates in Southern Europeans are consistent with events during the Roman Empire and subsequent Arab migrations. The dates in the Jewish groups are older, consistent with events in classical or biblical times that may have occurred in the shared history of Jewish populations.

Suggested Citation

  • Priya Moorjani & Nick Patterson & Joel N Hirschhorn & Alon Keinan & Li Hao & Gil Atzmon & Edward Burns & Harry Ostrer & Alkes L Price & David Reich, 2011. "The History of African Gene Flow into Southern Europeans, Levantines, and Jews," PLOS Genetics, Public Library of Science, vol. 7(4), pages 1-13, April.
  • Handle: RePEc:plo:pgen00:1001373
    DOI: 10.1371/journal.pgen.1001373
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosgenetics/article?id=10.1371/journal.pgen.1001373
    Download Restriction: no

    File URL: https://journals.plos.org/plosgenetics/article/file?id=10.1371/journal.pgen.1001373&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pgen.1001373?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Nick Patterson & Alkes L Price & David Reich, 2006. "Population Structure and Eigenanalysis," PLOS Genetics, Public Library of Science, vol. 2(12), pages 1-20, December.
    2. Gil McVean, 2009. "A Genealogical Interpretation of Principal Components Analysis," PLOS Genetics, Public Library of Science, vol. 5(10), pages 1-10, October.
    3. John Novembre & Toby Johnson & Katarzyna Bryc & Zoltán Kutalik & Adam R. Boyko & Adam Auton & Amit Indap & Karen S. King & Sven Bergmann & Matthew R. Nelson & Matthew Stephens & Carlos D. Bustamante, 2008. "Genes mirror geography within Europe," Nature, Nature, vol. 456(7219), pages 274-274, November.
    4. David Reich & Kumarasamy Thangaraj & Nick Patterson & Alkes L. Price & Lalji Singh, 2009. "Reconstructing Indian population history," Nature, Nature, vol. 461(7263), pages 489-494, September.
    5. John Novembre & Toby Johnson & Katarzyna Bryc & Zoltán Kutalik & Adam R. Boyko & Adam Auton & Amit Indap & Karen S. King & Sven Bergmann & Matthew R. Nelson & Matthew Stephens & Carlos D. Bustamante, 2008. "Genes mirror geography within Europe," Nature, Nature, vol. 456(7218), pages 98-101, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Katsuhiko Mineta & Kosuke Goto & Takashi Gojobori & Fowzan S Alkuraya, 2021. "Population structure of indigenous inhabitants of Arabia," PLOS Genetics, Public Library of Science, vol. 17(1), pages 1-18, January.
    2. Rogers, Alan R. & Bohlender, Ryan J., 2015. "Bias in estimators of archaic admixture," Theoretical Population Biology, Elsevier, vol. 100(C), pages 63-78.
    3. Yedael Y Waldman & Arjun Biddanda & Natalie R Davidson & Paul Billing-Ross & Maya Dubrovsky & Christopher L Campbell & Carole Oddoux & Eitan Friedman & Gil Atzmon & Eran Halperin & Harry Ostrer & Alon, 2016. "The Genetics of Bene Israel from India Reveals Both Substantial Jewish and Indian Ancestry," PLOS ONE, Public Library of Science, vol. 11(3), pages 1-28, March.
    4. Priya Moorjani & Nick Patterson & Po-Ru Loh & Mark Lipson & Péter Kisfali & Bela I Melegh & Michael Bonin & Ľudevít Kádaši & Olaf Rieß & Bonnie Berger & David Reich & Béla Melegh, 2013. "Reconstructing Roma History from Genome-Wide Data," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-11, March.
    5. Buzbas, Erkan Ozge & Verdu, Paul, 2018. "Inference on admixture fractions in a mechanistic model of recurrent admixture," Theoretical Population Biology, Elsevier, vol. 122(C), pages 149-157.
    6. Buschbom, Jutta, 2018. "Exploring and validating statistical reliability in forensic conservation genetics," Thünen Reports 63, Johann Heinrich von Thünen Institute, Federal Research Institute for Rural Areas, Forestry and Fisheries.
    7. Jacobo Pardo-Seco & Alberto Gómez-Carballa & Jorge Amigo & Federico Martinón-Torres & Antonio Salas, 2014. "A Genome-Wide Study of Modern-Day Tuscans: Revisiting Herodotus's Theory on the Origin of the Etruscans," PLOS ONE, Public Library of Science, vol. 9(9), pages 1-11, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bryc, Katarzyna & Bryc, Wlodek & Silverstein, Jack W., 2013. "Separation of the largest eigenvalues in eigenanalysis of genotype data from discrete subpopulations," Theoretical Population Biology, Elsevier, vol. 89(C), pages 34-43.
    2. Wang Chaolong & Szpiech Zachary A & Degnan James H & Jakobsson Mattias & Pemberton Trevor J & Hardy John A & Singleton Andrew B & Rosenberg Noah A, 2010. "Comparing Spatial Maps of Human Population-Genetic Variation Using Procrustes Analysis," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 9(1), pages 1-22, January.
    3. Duforet-Frebourg, Nicolas & Slatkin, Montgomery, 2016. "Isolation-by-distance-and-time in a stepping-stone model," Theoretical Population Biology, Elsevier, vol. 108(C), pages 24-35.
    4. Daniel John Lawson & Garrett Hellenthal & Simon Myers & Daniel Falush, 2012. "Inference of Population Structure using Dense Haplotype Data," PLOS Genetics, Public Library of Science, vol. 8(1), pages 1-16, January.
    5. Zheng, Xiuwen & Weir, Bruce S., 2016. "Eigenanalysis of SNP data with an identity by descent interpretation," Theoretical Population Biology, Elsevier, vol. 107(C), pages 65-76.
    6. Jason Sawler & Bruce Reisch & Mallikarjuna K Aradhya & Bernard Prins & Gan-Yuan Zhong & Heidi Schwaninger & Charles Simon & Edward Buckler & Sean Myles, 2013. "Genomics Assisted Ancestry Deconvolution in Grape," PLOS ONE, Public Library of Science, vol. 8(11), pages 1-1, November.
    7. Andrey V Khrunin & Denis V Khokhrin & Irina N Filippova & Tõnu Esko & Mari Nelis & Natalia A Bebyakova & Natalia L Bolotova & Janis Klovins & Liene Nikitina-Zake & Karola Rehnström & Samuli Ripatti & , 2013. "A Genome-Wide Analysis of Populations from European Russia Reveals a New Pole of Genetic Diversity in Northern Europe," PLOS ONE, Public Library of Science, vol. 8(3), pages 1-9, March.
    8. Pierre Luisi & Angelina García & Juan Manuel Berros & Josefina M B Motti & Darío A Demarchi & Emma Alfaro & Eliana Aquilano & Carina Argüelles & Sergio Avena & Graciela Bailliet & Julieta Beltramo & C, 2020. "Fine-scale genomic analyses of admixed individuals reveal unrecognized genetic ancestry components in Argentina," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-30, July.
    9. Gad Abraham & Michael Inouye, 2014. "Fast Principal Component Analysis of Large-Scale Genome-Wide Data," PLOS ONE, Public Library of Science, vol. 9(4), pages 1-5, April.
    10. Diana Chang & Alon Keinan, 2014. "Principal Component Analysis Characterizes Shared Pathogenetics from Genome-Wide Association Studies," PLOS Computational Biology, Public Library of Science, vol. 10(9), pages 1-14, September.
    11. Oscar Lao & Fan Liu & Andreas Wollstein & Manfred Kayser, 2014. "GAGA: A New Algorithm for Genomic Inference of Geographic Ancestry Reveals Fine Level Population Substructure in Europeans," PLOS Computational Biology, Public Library of Science, vol. 10(2), pages 1-11, February.
    12. Gil McVean, 2009. "A Genealogical Interpretation of Principal Components Analysis," PLOS Genetics, Public Library of Science, vol. 5(10), pages 1-10, October.
    13. Guindon, Stéphane & Guo, Hongbin & Welch, David, 2016. "Demographic inference under the coalescent in a spatial continuum," Theoretical Population Biology, Elsevier, vol. 111(C), pages 43-50.
    14. Marie-Claude Babron & Marie de Tayrac & Douglas N Rutledge & Eleftheria Zeggini & Emmanuelle Génin, 2012. "Rare and Low Frequency Variant Stratification in the UK Population: Description and Impact on Association Tests," PLOS ONE, Public Library of Science, vol. 7(10), pages 1-9, October.
    15. Yedael Y Waldman & Arjun Biddanda & Natalie R Davidson & Paul Billing-Ross & Maya Dubrovsky & Christopher L Campbell & Carole Oddoux & Eitan Friedman & Gil Atzmon & Eran Halperin & Harry Ostrer & Alon, 2016. "The Genetics of Bene Israel from India Reveals Both Substantial Jewish and Indian Ancestry," PLOS ONE, Public Library of Science, vol. 11(3), pages 1-28, March.
    16. Thomas Charlon & Manuel Martínez-Bueno & Lara Bossini-Castillo & F David Carmona & Alessandro Di Cara & Jérôme Wojcik & Sviatoslav Voloshynovskiy & Javier Martín & Marta E Alarcón-Riquelme, 2016. "Single Nucleotide Polymorphism Clustering in Systemic Autoimmune Diseases," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-10, August.
    17. Diana Chang & Feng Gao & Andrea Slavney & Li Ma & Yedael Y Waldman & Aaron J Sams & Paul Billing-Ross & Aviv Madar & Richard Spritz & Alon Keinan, 2014. "Accounting for eXentricities: Analysis of the X Chromosome in GWAS Reveals X-Linked Genes Implicated in Autoimmune Diseases," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-31, December.
    18. Alexander Dilthey & Stephen Leslie & Loukas Moutsianas & Judong Shen & Charles Cox & Matthew R Nelson & Gil McVean, 2013. "Multi-Population Classical HLA Type Imputation," PLOS Computational Biology, Public Library of Science, vol. 9(2), pages 1-13, February.
    19. Aman Agrawal & Alec M Chiu & Minh Le & Eran Halperin & Sriram Sankararaman, 2020. "Scalable probabilistic PCA for large-scale genetic variation data," PLOS Genetics, Public Library of Science, vol. 16(5), pages 1-19, May.
    20. Thalida E Arpawong & Neil Pendleton & Krisztina Mekli & John J McArdle & Margaret Gatz & Chris Armoskus & James A Knowles & Carol A Prescott, 2017. "Genetic variants specific to aging-related verbal memory: Insights from GWASs in a population-based cohort," PLOS ONE, Public Library of Science, vol. 12(8), pages 1-27, August.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pgen00:1001373. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosgenetics (email available below). General contact details of provider: https://journals.plos.org/plosgenetics/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.