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Reconstructing Indian population history | Nature
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We analyse 25 diverse groups in India to provide strong evidence for two ancient populations, genetically divergent, that are ancestral to most Indians today. One, the ‘Ancestral North Indians’ (ANI), is genetically close to Middle Easterners, Central Asians, and Europeans, whereas the other, the ‘Ancestral South Indians’ (ASI), is as distinct from ANI and East Asians as they are from each other. By introducing methods that can estimate ancestry without accurate ancestral populations, we show that ANI ancestry ranges from 39–71% in most Indian groups, and is higher in traditionally upper caste and Indo-European speakers. Groups with only ASI ancestry may no longer exist in mainland India. However, the indigenous Andaman Islanders are unique in being ASI-related groups without ANI ancestry. Allele frequency differences between groups in India are larger than in Europe, reflecting strong founder effects whose signatures have been maintained for thousands of years owing to endogamy. We therefore predict that there will be an excess of recessive diseases in India, which should be possible to screen and map genetically. Analysis of genetic variation in 132 individuals from 25 diverse groups in India reveals that two ancient, genetically divergent populations are ancestral to most Indians today. One lineage, termed Ancestral North Indian, is genetically close to Middle Easterners, Central Asians and Europeans. The other, Ancestral South Indian, is not close to any group outside the subcontinent. The answers to several long-standing questions emerge from this work. It seems that 'caste' has been a powerful force shaping marriage in India for thousands of years — some anthropologists argued that its current strength was a product of British colonialism. And the enigmatic 'Negritos' of the Andaman Islands are identified as an ancient isolate from the Ancestral South Indian population. Allele frequency differences between population groups are high, in part due to the custom of within-group marriages, so it is likely that there is an excess of recessive diseases in India that can be screened for and mapped genetically. Genome-wide analysis of human variation in 25 diverse groups from India reveals two ancient populations, genetically divergent, that are ancestral to most Indians today. Traditionally upper caste and Indo-European speakers tend to be descended from a group that is genetically close to Middle Easterners, Central Asians and Europeans. 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All rights reserved"/> <meta name="dc.rights" content="2009 Macmillan Publishers Limited. All rights reserved"/> <meta name="dc.rightsAgent" content="journalpermissions@springernature.com"/> <meta name="dc.description" content="India has been underrepresented in genome-wide surveys of human variation. We analyse 25 diverse groups in India to provide strong evidence for two ancient populations, genetically divergent, that are ancestral to most Indians today. One, the ‘Ancestral North Indians’ (ANI), is genetically close to Middle Easterners, Central Asians, and Europeans, whereas the other, the ‘Ancestral South Indians’ (ASI), is as distinct from ANI and East Asians as they are from each other. By introducing methods that can estimate ancestry without accurate ancestral populations, we show that ANI ancestry ranges from 39–71% in most Indian groups, and is higher in traditionally upper caste and Indo-European speakers. Groups with only ASI ancestry may no longer exist in mainland India. However, the indigenous Andaman Islanders are unique in being ASI-related groups without ANI ancestry. Allele frequency differences between groups in India are larger than in Europe, reflecting strong founder effects whose signatures have been maintained for thousands of years owing to endogamy. We therefore predict that there will be an excess of recessive diseases in India, which should be possible to screen and map genetically. Analysis of genetic variation in 132 individuals from 25 diverse groups in India reveals that two ancient, genetically divergent populations are ancestral to most Indians today. One lineage, termed Ancestral North Indian, is genetically close to Middle Easterners, Central Asians and Europeans. The other, Ancestral South Indian, is not close to any group outside the subcontinent. The answers to several long-standing questions emerge from this work. It seems that 'caste' has been a powerful force shaping marriage in India for thousands of years — some anthropologists argued that its current strength was a product of British colonialism. And the enigmatic 'Negritos' of the Andaman Islands are identified as an ancient isolate from the Ancestral South Indian population. Allele frequency differences between population groups are high, in part due to the custom of within-group marriages, so it is likely that there is an excess of recessive diseases in India that can be screened for and mapped genetically. Genome-wide analysis of human variation in 25 diverse groups from India reveals two ancient populations, genetically divergent, that are ancestral to most Indians today. Traditionally upper caste and Indo-European speakers tend to be descended from a group that is genetically close to Middle Easterners, Central Asians and Europeans. 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All rights reserved"/> <meta name="prism.rightsAgent" content="journalpermissions@springernature.com"/> <meta name="prism.url" content="https://www.nature.com/articles/nature08365"/> <meta name="prism.doi" content="doi:10.1038/nature08365"/> <meta name="citation_pdf_url" content="https://www.nature.com/articles/nature08365.pdf"/> <meta name="citation_fulltext_html_url" content="https://www.nature.com/articles/nature08365"/> <meta name="citation_journal_title" content="Nature"/> <meta name="citation_journal_abbrev" content="Nature"/> <meta name="citation_publisher" content="Nature Publishing Group"/> <meta name="citation_issn" content="1476-4687"/> <meta name="citation_title" content="Reconstructing Indian population history"/> <meta name="citation_volume" content="461"/> <meta name="citation_issue" content="7263"/> <meta name="citation_publication_date" content="2009/09"/> <meta name="citation_firstpage" content="489"/> <meta name="citation_lastpage" content="494"/> <meta name="citation_article_type" content="Article"/> <meta name="citation_language" content="en"/> <meta name="dc.identifier" content="doi:10.1038/nature08365"/> <meta name="DOI" content="10.1038/nature08365"/> <meta name="size" content="163713"/> <meta name="citation_doi" content="10.1038/nature08365"/> <meta name="citation_springer_api_url" content="http://api.springer.com/xmldata/jats?q=doi:10.1038/nature08365&api_key="/> <meta name="description" content="India has been underrepresented in genome-wide surveys of human variation. We analyse 25 diverse groups in India to provide strong evidence for two ancient populations, genetically divergent, that are ancestral to most Indians today. One, the ‘Ancestral North Indians’ (ANI), is genetically close to Middle Easterners, Central Asians, and Europeans, whereas the other, the ‘Ancestral South Indians’ (ASI), is as distinct from ANI and East Asians as they are from each other. By introducing methods that can estimate ancestry without accurate ancestral populations, we show that ANI ancestry ranges from 39–71% in most Indian groups, and is higher in traditionally upper caste and Indo-European speakers. Groups with only ASI ancestry may no longer exist in mainland India. However, the indigenous Andaman Islanders are unique in being ASI-related groups without ANI ancestry. Allele frequency differences between groups in India are larger than in Europe, reflecting strong founder effects whose signatures have been maintained for thousands of years owing to endogamy. We therefore predict that there will be an excess of recessive diseases in India, which should be possible to screen and map genetically. Analysis of genetic variation in 132 individuals from 25 diverse groups in India reveals that two ancient, genetically divergent populations are ancestral to most Indians today. One lineage, termed Ancestral North Indian, is genetically close to Middle Easterners, Central Asians and Europeans. The other, Ancestral South Indian, is not close to any group outside the subcontinent. The answers to several long-standing questions emerge from this work. It seems that 'caste' has been a powerful force shaping marriage in India for thousands of years — some anthropologists argued that its current strength was a product of British colonialism. And the enigmatic 'Negritos' of the Andaman Islands are identified as an ancient isolate from the Ancestral South Indian population. Allele frequency differences between population groups are high, in part due to the custom of within-group marriages, so it is likely that there is an excess of recessive diseases in India that can be screened for and mapped genetically. Genome-wide analysis of human variation in 25 diverse groups from India reveals two ancient populations, genetically divergent, that are ancestral to most Indians today. Traditionally upper caste and Indo-European speakers tend to be descended from a group that is genetically close to Middle Easterners, Central Asians and Europeans. 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Hered.; citation_title=Genetic relationships between Indians and their neighboring populations; citation_author=AK Roychoudhury, M Nei; citation_volume=35; citation_publication_date=1985; citation_pages=201-206; citation_doi=10.1159/000153545; citation_id=CR2"/> <meta name="citation_reference" content="citation_journal_title=Anthropol. Anz.; citation_title=Anthropological studies in Assam, India; citation_author=BM Das, PB Das, R Das, H Walter, H Danker-Hopfe; citation_volume=44; citation_publication_date=1986; citation_pages=239-248; citation_id=CR3"/> <meta name="citation_reference" content="citation_journal_title=Hum. Genet.; citation_title=Y-chromosomal insights into the genetic impact of the caste system in India; citation_author=T Zerjal; citation_volume=121; citation_publication_date=2007; citation_pages=137-144; citation_doi=10.1007/s00439-006-0282-2; citation_id=CR4"/> <meta name="citation_reference" content="citation_journal_title=Genome Res.; citation_title=Genetic evidence on the origins of Indian caste populations; citation_author=M Bamshad; citation_volume=11; citation_publication_date=2001; citation_pages=994-1004; citation_doi=10.1101/gr.GR-1733RR; citation_id=CR5"/> <meta name="citation_reference" content="citation_journal_title=Proc. Natl Acad. Sci. USA; citation_title=The Eurasian heartland: a continental perspective on Y-chromosome diversity; citation_author=RS Wells; citation_volume=98; citation_publication_date=2001; citation_pages=10244-10249; citation_doi=10.1073/pnas.171305098; citation_id=CR6"/> <meta name="citation_reference" content="citation_journal_title=BMC Genet.; citation_title=Genetic affinities among the lower castes and tribal groups of India: inference from Y chromosome and mitochondrial DNA; citation_author=null Thanseem I; citation_volume=7; citation_publication_date=2006; citation_pages=42; citation_doi=10.1186/1471-2156-7-42; citation_id=CR7"/> <meta name="citation_reference" content="citation_journal_title=Genome Res.; citation_title=Ethnic India: a genomic view, with special reference to peopling and structure; citation_author=A Basu; citation_volume=13; citation_publication_date=2003; citation_pages=2277-2290; citation_doi=10.1101/gr.1413403; citation_id=CR8"/> <meta name="citation_reference" content="citation_journal_title=BMC Genomics; citation_title=In situ origin of deep rooting lineages of mitochondrial Macrohaplogroup ‘M’ in India; citation_author=K Thangaraj; citation_volume=7; citation_publication_date=2006; citation_pages=151; citation_doi=10.1186/1471-2164-7-151; citation_id=CR9"/> <meta name="citation_reference" content="Indian Genome Variation Consortium. Genetic landscape of the people of India: a canvas for disease gene exploration. J. Genet. 87, 3–20 (2008)"/> <meta name="citation_reference" content="citation_journal_title=PLoS Genet.; citation_title=Low levels of genetic divergence across geographically and linguistically diverse populations from India; citation_author=NA Rosenberg; citation_volume=2; citation_publication_date=2006; citation_pages=e215; citation_doi=10.1371/journal.pgen.0020215; citation_id=CR11"/> <meta name="citation_reference" content="Abbi, A. Is Great Andamanese genealogically and typologically distinct from Onge and Jarawa? Language Sciences 10.1016/j.langsci.2008.02.002 (22 April 2008)"/> <meta name="citation_reference" content="The International HapMap Consortium. A second generation human haplotype map of over 3.1 million SNPs. Nature 449, 851–861 (2007)"/> <meta name="citation_reference" content="citation_journal_title=Science; citation_title=Worldwide human relationships inferred from genome-wide patterns of variation; citation_author=JZ Li; citation_volume=319; citation_publication_date=2008; citation_pages=1100-1104; citation_doi=10.1126/science.1153717; citation_id=CR14"/> <meta name="citation_reference" content="citation_journal_title=Nature; citation_title=Genotype, haplotype and copy-number variation in worldwide human populations; citation_author=M Jakobsson; citation_volume=451; citation_publication_date=2008; citation_pages=998-1003; citation_doi=10.1038/nature06742; citation_id=CR15"/> <meta name="citation_reference" content="citation_journal_title=Science; citation_title=Synthetic maps of human gene frequencies in Europeans; citation_author=P Menozzi, A Piazza, L Cavalli-Sforza; citation_volume=201; citation_publication_date=1978; citation_pages=786-792; citation_doi=10.1126/science.356262; citation_id=CR16"/> <meta name="citation_reference" content="citation_journal_title=PLoS Genet.; citation_title=Population structure and eigenanalysis; citation_author=N Patterson, AL Price, D Reich; citation_volume=2; citation_publication_date=2006; citation_pages=e190; citation_doi=10.1371/journal.pgen.0020190; citation_id=CR17"/> <meta name="citation_reference" content="citation_journal_title=Electrophoresis; citation_title=Y-chromosome and mitochondrial DNA polymorphisms in Indian populations; citation_author=K Thangaraj, GV Ramana, L Singh; citation_volume=20; citation_publication_date=1999; citation_pages=1743-1747; citation_doi=10.1002/(SICI)1522-2683(19990101)20:8<1743::AID-ELPS1743>3.0.CO;2-V; citation_id=CR18"/> <meta name="citation_reference" content="citation_journal_title=Curr. Biol.; citation_title=Genetic affinities of the Andaman Islanders, a vanishing human population; citation_author=K Thangaraj; citation_volume=13; citation_publication_date=2003; citation_pages=86-93; citation_doi=10.1016/S0960-9822(02)01336-2; citation_id=CR19"/> <meta name="citation_reference" content="citation_journal_title=Curr. Biol.; citation_title=Correlation between genetic and geographic structure in Europe; citation_author=O Lao; citation_volume=18; citation_publication_date=2008; citation_pages=1241-1248; citation_doi=10.1016/j.cub.2008.07.049; citation_id=CR20"/> <meta name="citation_reference" content="citation_journal_title=Nature; citation_title=Genes mirror geography within Europe; citation_author=J Novembre; citation_volume=456; citation_publication_date=2008; citation_pages=98-101; citation_doi=10.1038/nature07331; citation_id=CR21"/> <meta name="citation_reference" content="citation_journal_title=Cold Spring Harb. Symp. Quant. Biol.; citation_title=Mating systems of the Andhra Pradesh people; citation_author=KR Dronamraju; citation_volume=29; citation_publication_date=1964; citation_pages=81-84; citation_doi=10.1101/SQB.1964.029.01.013; citation_id=CR22"/> <meta name="citation_reference" content="citation_journal_title=Ann. Hum. Genet.; citation_title=Estimation of fixation indices and gene diversities; citation_author=M Nei, RK Chesser; citation_volume=47; citation_publication_date=1983; citation_pages=253-259; citation_doi=10.1111/j.1469-1809.1983.tb00993.x; citation_id=CR23"/> <meta name="citation_reference" content="citation_title=Hindu Society—an Interpretation; citation_publication_date=1968; citation_id=CR24; citation_author=I Karve"/> <meta name="citation_reference" content="citation_title=The Evolution and History of Human Populations in South Asia; citation_publication_date=2007; citation_id=CR25; citation_author=N Boivin"/> <meta name="citation_reference" content="citation_title=Castes of Mind: Colonialism and the Making of Modern India; citation_publication_date=2001; citation_id=CR26; citation_author=NB Dirks"/> <meta name="citation_reference" content="citation_title=Genetics of Castes and Tribes of India; citation_publication_date=2001; citation_id=CR27; citation_author=MK Bhasin; citation_author=H Walter"/> <meta name="citation_reference" content="Index of /genotypes/2008-07_phaseIII. 〈 http://ftp.hapmap.org/genotypes/2008-07_phaseIII/ 〉"/> <meta name="citation_reference" content="citation_journal_title=Nature Genet.; citation_title=Demonstrating stratification in a European American population; citation_author=CD Campbell; citation_volume=37; citation_publication_date=2005; citation_pages=868-872; citation_doi=10.1038/ng1607; citation_id=CR29"/> <meta name="citation_reference" content="citation_journal_title=Perspect. Biol. Med.; citation_title=A defense of beanbag genetics; citation_author=JBS Haldane; citation_volume=7; citation_publication_date=1964; citation_pages=343-359; citation_doi=10.1353/pbm.1964.0042; citation_id=CR30"/> <meta name="citation_reference" content="citation_journal_title=Nature Genet.; citation_title=A common Cardiac Myosin Binding Protein C variant associated with cardiomyopathies in South Asia; citation_author=PS Dhandapany; citation_volume=41; citation_publication_date=2009; citation_pages=187-191; citation_doi=10.1038/ng.309; citation_id=CR31"/> <meta name="citation_reference" content="citation_journal_title=Ann. Hum. Genet.; citation_title=Using population mixtures to optimize the utility of genomic databases: linkage disequilibrium and association study design in India; citation_author=TJ Pemberton; citation_volume=72; citation_publication_date=2008; citation_pages=535-546; citation_doi=10.1111/j.1469-1809.2008.00457.x; citation_id=CR32"/> <meta name="citation_reference" content="citation_journal_title=Ann. Stat.; citation_title=The jackknife and the bootstrap for general stationary observations; citation_author=HR Künsch; citation_volume=17; citation_publication_date=1989; citation_pages=1217-1241; citation_doi=10.1214/aos/1176347265; citation_id=CR33"/> <meta name="citation_reference" content="citation_journal_title=Nature Genet.; citation_title=Measurement of the human allele frequency spectrum demonstrates greater genetic drift in East Asians than in Europeans; citation_author=A Keinan, JC Mullikin, N Patterson, D Reich; citation_volume=39; citation_publication_date=2007; citation_pages=1251-1255; citation_doi=10.1038/ng2116; citation_id=CR34"/> <meta name="citation_reference" content="citation_journal_title=Am. J. Hum. Genet.; citation_title=Phylogenetic analysis. Models and estimation procedures; citation_author=LL Cavalli-Sforza, AW Edwards; citation_volume=19; citation_publication_date=1967; citation_pages=233-257; citation_id=CR35"/> <meta name="citation_reference" content="citation_journal_title=Genetics; citation_title=Inference of population structure using multilocus genotype data; citation_author=JK Pritchard, M Stephens, P Donnelly; citation_volume=155; citation_publication_date=2000; citation_pages=945-959; citation_id=CR36"/> <meta name="citation_reference" content="citation_journal_title=Genetics; citation_title=Inference of population structure using multilocus genotype data: linked loci and correlated allele frequencies; citation_author=D Falush, M Stephens, JK Pritchard; citation_volume=164; citation_publication_date=2003; citation_pages=1567-1587; citation_id=CR37"/> <meta name="citation_reference" content="citation_title=The Oxford Introduction to Proto-Indo-European and the Proto-Indo-European World; citation_publication_date=2006; citation_id=CR38; citation_author=JP Mallory; citation_author=DO Adams"/> <meta name="citation_reference" content="citation_journal_title=Am. J. Phys. Anthropol.; citation_title=Detailed mtDNA genotypes permit a reassessment of the settlement and population structure of the Andaman Islands; citation_author=SS Barik; citation_volume=136; citation_publication_date=2008; citation_pages=19-27; citation_doi=10.1002/ajpa.20773; citation_id=CR39"/> <meta name="citation_reference" content="citation_journal_title=Science; citation_title=Comment on “Reconstructing the Origin of Andaman Islanders”; citation_author=MG Palanichamy; citation_volume=311; citation_publication_date=2006; citation_pages=470; citation_doi=10.1126/science.1120176; citation_id=CR40"/> <meta name="citation_reference" content="citation_journal_title=BMC Genet.; citation_title=Genetic variation in South Indian castes: evidence from Y-chromosome, mitochondrial, and autosomal polymorphisms; citation_author=WS Watkins; citation_volume=9; citation_publication_date=2008; citation_pages=86; citation_doi=10.1186/1471-2156-9-86; citation_id=CR41"/> <meta name="citation_reference" content="citation_title=Linguistic archaeology of South Asia; citation_publication_date=2005; citation_id=CR42; citation_author=FC Southworth"/> <meta name="citation_reference" content="citation_journal_title=Eur. J. Hum. Genet.; citation_title=Mitochondrial DNA analysis reveals diverse histories of tribal populations from India; citation_author=R Cordaux; citation_volume=11; citation_publication_date=2003; citation_pages=253-264; citation_doi=10.1038/sj.ejhg.5200949; citation_id=CR43"/> <meta name="citation_reference" content="citation_journal_title=Curr. Biol.; citation_title=Deep common ancestry of Indian and western-Eurasian mitochondrial DNA lineages; citation_author=T Kivisild; citation_volume=9; citation_publication_date=1999; citation_pages=1331-1334; citation_doi=10.1016/S0960-9822(00)80057-3; citation_id=CR44"/> <meta name="citation_reference" content="citation_journal_title=Science; citation_title=Traces of human migrations in Helicobacter pylori populations; citation_author=D Falush; citation_volume=299; citation_publication_date=2003; citation_pages=1582-1585; citation_doi=10.1126/science.1080857; citation_id=CR45"/> <meta name="citation_reference" content="citation_journal_title=Heredity; citation_title=Phylogenetics: Fisher’s markers of admixture; citation_author=SJE Baird; citation_volume=97; citation_publication_date=2006; citation_pages=81-83; citation_doi=10.1038/sj.hdy.6800850; citation_id=CR46"/> <meta name="citation_reference" content="citation_journal_title=Genetics; citation_title=Estimation of admixture proportions: a likelihood-based approach using Markov chain Monte Carlo; citation_author=L Chikhi, MW Bruford, MA Beaumont; citation_volume=158; citation_publication_date=2001; citation_pages=1347-1362; citation_id=CR47"/> <meta name="citation_reference" content="citation_journal_title=PLoS Genet.; citation_title=Inferring human colonization history using a copying model; citation_author=G Hellenthal, A Auton, D Falush; citation_volume=4; citation_publication_date=2008; citation_pages=e1000078; citation_doi=10.1371/journal.pgen.1000078; citation_id=CR48"/> <meta name="citation_reference" content="citation_journal_title=Genetics; citation_title=Methods for human demographic inference using haplotype patterns from genomewide single-nucleotide polymorphism data; citation_author=KE Lohmueller, CD Bustamante, AG Clark; citation_volume=182; citation_publication_date=2009; citation_pages=217-231; citation_doi=10.1534/genetics.108.099275; citation_id=CR49"/> <meta name="citation_reference" content="citation_title=People of India, National Series, Volume III, Scheduled Tribes; citation_publication_date=1994; citation_id=CR50; citation_author=KS Singh"/> <meta name="citation_reference" content="citation_title=People of India, National Series, Volume III, Scheduled Castes; citation_publication_date=1993; citation_id=CR51; citation_author=KS Singh"/> <meta name="citation_reference" content="citation_journal_title=Nature Genet.; citation_title=Integrated detection and population-genetic analysis of SNPs and copy number variation; citation_author=SA McCarroll; citation_volume=40; citation_publication_date=2008; citation_pages=1166-1174; citation_doi=10.1038/ng.238; citation_id=CR52"/> <meta name="citation_reference" content="citation_journal_title=Scand. 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Stat.; citation_title=On the asymptotic normality of the jackknife; citation_author=D Thorburn; citation_volume=4; citation_publication_date=1977; citation_pages=113-118; citation_id=CR53"/> <meta name="citation_author" content="Reich, David"/> <meta name="citation_author_institution" content="Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA, "/> <meta name="citation_author_institution" content=" Broad Institute of Harvard and MIT, Cambridge, Massachusetts 02142, USA , "/> <meta name="citation_author" content="Thangaraj, Kumarasamy"/> <meta name="citation_author_institution" content="Centre for Cellular and Molecular Biology, Hyderabad 500 007, India"/> <meta name="citation_author" content="Patterson, Nick"/> <meta name="citation_author_institution" content=" Broad Institute of Harvard and MIT, Cambridge, Massachusetts 02142, USA , "/> <meta name="citation_author" content="Price, Alkes L."/> <meta name="citation_author_institution" content=" Broad Institute of Harvard and MIT, Cambridge, Massachusetts 02142, USA , "/> <meta name="citation_author_institution" content="Departments of Epidemiology and Biostatistics, Harvard School of Public Health, Boston, Massachusetts 02115, USA, "/> <meta name="citation_author" content="Singh, Lalji"/> <meta name="citation_author_institution" content="Centre for Cellular and Molecular Biology, Hyderabad 500 007, India"/> <meta name="access_endpoint" content="https://www.nature.com/platform/readcube-access"/> <meta name="twitter:site" content="@nature"/> <meta name="twitter:card" content="summary_large_image"/> <meta name="twitter:image:alt" content="Content cover image"/> <meta name="twitter:title" content="Reconstructing Indian population history"/> <meta name="twitter:description" content="Nature - Analysis of genetic variation in 132 individuals from 25 diverse groups in India reveals that two ancient, genetically divergent populations are ancestral to most Indians today. 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class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-David-Reich-Aff1-Aff2" data-author-popup="auth-David-Reich-Aff1-Aff2" data-author-search="Reich, David" data-corresp-id="c1">David Reich<svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-mail-medium"></use></svg></a><sup class="u-js-hide"><a href="#Aff1">1</a>,<a href="#Aff2">2</a></sup><sup class="u-js-hide"> <a href="#na1">na1</a></sup>, </li><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Kumarasamy-Thangaraj-Aff3" data-author-popup="auth-Kumarasamy-Thangaraj-Aff3" data-author-search="Thangaraj, Kumarasamy">Kumarasamy Thangaraj</a><sup class="u-js-hide"><a href="#Aff3">3</a></sup><sup class="u-js-hide"> <a href="#na1">na1</a></sup>, </li><li class="c-article-author-list__item c-article-author-list__item--hide-small-screen"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Nick-Patterson-Aff2" data-author-popup="auth-Nick-Patterson-Aff2" data-author-search="Patterson, Nick">Nick Patterson</a><sup class="u-js-hide"><a href="#Aff2">2</a></sup><sup class="u-js-hide"> <a href="#na1">na1</a></sup>, </li><li class="c-article-author-list__item c-article-author-list__item--hide-small-screen"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Alkes_L_-Price-Aff2-Aff4" data-author-popup="auth-Alkes_L_-Price-Aff2-Aff4" data-author-search="Price, Alkes L.">Alkes L. Price</a><sup class="u-js-hide"><a href="#Aff2">2</a>,<a href="#Aff4">4</a></sup><sup class="u-js-hide"> <a href="#na1">na1</a></sup> & </li><li class="c-article-author-list__show-more" aria-label="Show all 5 authors for this article" title="Show all 5 authors for this article">…</li><li class="c-article-author-list__item"><a data-test="author-name" data-track="click" data-track-action="open author" data-track-label="link" href="#auth-Lalji-Singh-Aff3" data-author-popup="auth-Lalji-Singh-Aff3" data-author-search="Singh, Lalji" data-corresp-id="c2">Lalji Singh<svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-mail-medium"></use></svg></a><sup class="u-js-hide"><a href="#Aff3">3</a></sup> </li></ul><button aria-expanded="false" class="c-article-author-list__button"><svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-chevron-down-medium"></use></svg><span>Show authors</span></button> <p class="c-article-info-details" data-container-section="info"> <a data-test="journal-link" href="/" data-track="click" data-track-action="journal homepage" data-track-category="article body" data-track-label="link"><i data-test="journal-title">Nature</i></a> <b data-test="journal-volume"><span class="u-visually-hidden">volume</span> 461</b>, <span class="u-visually-hidden">pages </span>489–494 (<span data-test="article-publication-year">2009</span>)<a href="#citeas" class="c-article-info-details__cite-as u-hide-print" data-track="click" data-track-action="cite this article" data-track-label="link">Cite this article</a> </p> <div class="c-article-metrics-bar__wrapper u-clear-both"> <ul class="c-article-metrics-bar u-list-reset"> <li class=" c-article-metrics-bar__item" data-test="access-count"> <p class="c-article-metrics-bar__count">28k <span class="c-article-metrics-bar__label">Accesses</span></p> </li> <li class="c-article-metrics-bar__item" data-test="citation-count"> <p class="c-article-metrics-bar__count">1145 <span class="c-article-metrics-bar__label">Citations</span></p> </li> <li class="c-article-metrics-bar__item" data-test="altmetric-score"> <p class="c-article-metrics-bar__count">391 <span class="c-article-metrics-bar__label">Altmetric</span></p> </li> <li class="c-article-metrics-bar__item"> <p class="c-article-metrics-bar__details"><a href="/articles/nature08365/metrics" data-track="click" data-track-action="view metrics" data-track-label="link" rel="nofollow">Metrics <span class="u-visually-hidden">details</span></a></p> </li> </ul> </div> </header> </div> <div class="c-article-body"> <section aria-labelledby="Abs1" data-title="Abstract" lang="en"><div class="c-article-section" id="Abs1-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="Abs1">Abstract</h2><div class="c-article-section__content" id="Abs1-content"><p>India has been underrepresented in genome-wide surveys of human variation. We analyse 25 diverse groups in India to provide strong evidence for two ancient populations, genetically divergent, that are ancestral to most Indians today. One, the ‘Ancestral North Indians’ (ANI), is genetically close to Middle Easterners, Central Asians, and Europeans, whereas the other, the ‘Ancestral South Indians’ (ASI), is as distinct from ANI and East Asians as they are from each other. By introducing methods that can estimate ancestry without accurate ancestral populations, we show that ANI ancestry ranges from 39–71% in most Indian groups, and is higher in traditionally upper caste and Indo-European speakers. Groups with only ASI ancestry may no longer exist in mainland India. However, the indigenous Andaman Islanders are unique in being ASI-related groups without ANI ancestry. Allele frequency differences between groups in India are larger than in Europe, reflecting strong founder effects whose signatures have been maintained for thousands of years owing to endogamy. 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class="u-mt-32"> <div id="MagazineFulltextArticleBodySuffix"><section aria-labelledby="Bib1" data-title="References"><div class="c-article-section" id="Bib1-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="Bib1">References</h2><div class="c-article-section__content" id="Bib1-content"><div data-container-section="references"><ol class="c-article-references" data-track-component="outbound reference" data-track-context="references section"><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="1"><p class="c-article-references__text" id="ref-CR1">Majumdar, D. N. & Rao, C. R. <i>Race Elements in Bengal: a Quantitative Study</i> (Asia Publishing House, 1960)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 1" href="http://scholar.google.com/scholar_lookup?&title=Race%20Elements%20in%20Bengal%3A%20a%20Quantitative%20Study&publication_year=1960&author=Majumdar%2CDN&author=Rao%2CCR"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="2"><p class="c-article-references__text" id="ref-CR2">Roychoudhury, A. K. & Nei, M. Genetic relationships between Indians and their neighboring populations. <i>Hum. Hered.</i> <b>35</b>, 201–206 (1985)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1159/000153545" data-track-item_id="10.1159/000153545" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1159%2F000153545" aria-label="Article reference 2" data-doi="10.1159/000153545">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:STN:280:DyaL2M3oslahuw%3D%3D" aria-label="CAS reference 2">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=4029959" aria-label="PubMed reference 2">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 2" href="http://scholar.google.com/scholar_lookup?&title=Genetic%20relationships%20between%20Indians%20and%20their%20neighboring%20populations&journal=Hum.%20Hered.&doi=10.1159%2F000153545&volume=35&pages=201-206&publication_year=1985&author=Roychoudhury%2CAK&author=Nei%2CM"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="3"><p class="c-article-references__text" id="ref-CR3">Das, B. M., Das, P. B., Das, R., Walter, H. & Danker-Hopfe, H. Anthropological studies in Assam, India. <i>Anthropol. Anz.</i> <b>44</b>, 239–248 (1986)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:STN:280:DyaL2s%2FkslCrsA%3D%3D" aria-label="CAS reference 3">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=3777886" aria-label="PubMed reference 3">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 3" href="http://scholar.google.com/scholar_lookup?&title=Anthropological%20studies%20in%20Assam%2C%20India&journal=Anthropol.%20Anz.&volume=44&pages=239-248&publication_year=1986&author=Das%2CBM&author=Das%2CPB&author=Das%2CR&author=Walter%2CH&author=Danker-Hopfe%2CH"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="4"><p class="c-article-references__text" id="ref-CR4">Zerjal, T. et al. Y-chromosomal insights into the genetic impact of the caste system in India. <i>Hum. Genet.</i> <b>121</b>, 137–144 (2007)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="noopener" data-track-label="10.1007/s00439-006-0282-2" data-track-item_id="10.1007/s00439-006-0282-2" data-track-value="article reference" data-track-action="article reference" href="https://link.springer.com/doi/10.1007/s00439-006-0282-2" aria-label="Article reference 4" data-doi="10.1007/s00439-006-0282-2">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD2sXhsFCgs70%3D" aria-label="CAS reference 4">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=17075717" aria-label="PubMed reference 4">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 4" href="http://scholar.google.com/scholar_lookup?&title=Y-chromosomal%20insights%20into%20the%20genetic%20impact%20of%20the%20caste%20system%20in%20India&journal=Hum.%20Genet.&doi=10.1007%2Fs00439-006-0282-2&volume=121&pages=137-144&publication_year=2007&author=Zerjal%2CT"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="5"><p class="c-article-references__text" id="ref-CR5">Bamshad, M. et al. Genetic evidence on the origins of Indian caste populations. <i>Genome Res.</i> <b>11</b>, 994–1004 (2001)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1101/gr.GR-1733RR" data-track-item_id="10.1101/gr.GR-1733RR" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1101%2Fgr.GR-1733RR" aria-label="Article reference 5" data-doi="10.1101/gr.GR-1733RR">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD3MXkt12rurs%3D" aria-label="CAS reference 5">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=11381027" aria-label="PubMed reference 5">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC311057" aria-label="PubMed Central reference 5">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 5" href="http://scholar.google.com/scholar_lookup?&title=Genetic%20evidence%20on%20the%20origins%20of%20Indian%20caste%20populations&journal=Genome%20Res.&doi=10.1101%2Fgr.GR-1733RR&volume=11&pages=994-1004&publication_year=2001&author=Bamshad%2CM"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="6"><p class="c-article-references__text" id="ref-CR6">Wells, R. S. et al. The Eurasian heartland: a continental perspective on Y-chromosome diversity. <i>Proc. Natl Acad. Sci. USA</i> <b>98</b>, 10244–10249 (2001)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1073/pnas.171305098" data-track-item_id="10.1073/pnas.171305098" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1073%2Fpnas.171305098" aria-label="Article reference 6" data-doi="10.1073/pnas.171305098">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="ads reference" data-track-action="ads reference" href="http://adsabs.harvard.edu/cgi-bin/nph-data_query?link_type=ABSTRACT&bibcode=2001PNAS...9810244W" aria-label="ADS reference 6">ADS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD3MXmvFWitbs%3D" aria-label="CAS reference 6">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=11526236" aria-label="PubMed reference 6">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC56946" aria-label="PubMed Central reference 6">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 6" href="http://scholar.google.com/scholar_lookup?&title=The%20Eurasian%20heartland%3A%20a%20continental%20perspective%20on%20Y-chromosome%20diversity&journal=Proc.%20Natl%20Acad.%20Sci.%20USA&doi=10.1073%2Fpnas.171305098&volume=98&pages=10244-10249&publication_year=2001&author=Wells%2CRS"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="7"><p class="c-article-references__text" id="ref-CR7">Thanseem I et al. Genetic affinities among the lower castes and tribal groups of India: inference from Y chromosome and mitochondrial DNA. <i>BMC Genet.</i> <b>7</b>, 42 (2006)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="noopener" data-track-label="10.1186/1471-2156-7-42" data-track-item_id="10.1186/1471-2156-7-42" data-track-value="article reference" data-track-action="article reference" href="https://link.springer.com/doi/10.1186/1471-2156-7-42" aria-label="Article reference 7" data-doi="10.1186/1471-2156-7-42">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=16893451" aria-label="PubMed reference 7">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1569435" aria-label="PubMed Central reference 7">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 7" href="http://scholar.google.com/scholar_lookup?&title=Genetic%20affinities%20among%20the%20lower%20castes%20and%20tribal%20groups%20of%20India%3A%20inference%20from%20Y%20chromosome%20and%20mitochondrial%20DNA&journal=BMC%20Genet.&doi=10.1186%2F1471-2156-7-42&volume=7&publication_year=2006&author=Thanseem%20I%2C"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="8"><p class="c-article-references__text" id="ref-CR8">Basu, A. et al. Ethnic India: a genomic view, with special reference to peopling and structure. <i>Genome Res.</i> <b>13</b>, 2277–2290 (2003)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1101/gr.1413403" data-track-item_id="10.1101/gr.1413403" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1101%2Fgr.1413403" aria-label="Article reference 8" data-doi="10.1101/gr.1413403">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD3sXotF2hsb4%3D" aria-label="CAS reference 8">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=14525929" aria-label="PubMed reference 8">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC403703" aria-label="PubMed Central reference 8">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 8" href="http://scholar.google.com/scholar_lookup?&title=Ethnic%20India%3A%20a%20genomic%20view%2C%20with%20special%20reference%20to%20peopling%20and%20structure&journal=Genome%20Res.&doi=10.1101%2Fgr.1413403&volume=13&pages=2277-2290&publication_year=2003&author=Basu%2CA"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="9"><p class="c-article-references__text" id="ref-CR9">Thangaraj, K. et al. <i>In situ</i> origin of deep rooting lineages of mitochondrial Macrohaplogroup ‘M’ in India. <i>BMC Genomics</i> <b>7</b>, 151 (2006)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="noopener" data-track-label="10.1186/1471-2164-7-151" data-track-item_id="10.1186/1471-2164-7-151" data-track-value="article reference" data-track-action="article reference" href="https://link.springer.com/doi/10.1186/1471-2164-7-151" aria-label="Article reference 9" data-doi="10.1186/1471-2164-7-151">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=16776823" aria-label="PubMed reference 9">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1534032" aria-label="PubMed Central reference 9">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 9" href="http://scholar.google.com/scholar_lookup?&title=In%20situ%20origin%20of%20deep%20rooting%20lineages%20of%20mitochondrial%20Macrohaplogroup%20%E2%80%98M%E2%80%99%20in%20India&journal=BMC%20Genomics&doi=10.1186%2F1471-2164-7-151&volume=7&publication_year=2006&author=Thangaraj%2CK"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="10"><p class="c-article-references__text" id="ref-CR10">Indian Genome Variation Consortium. Genetic landscape of the people of India: a canvas for disease gene exploration. <i>J. Genet.</i> <b>87</b>, 3–20 (2008)</p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="11"><p class="c-article-references__text" id="ref-CR11">Rosenberg, N. A. et al. Low levels of genetic divergence across geographically and linguistically diverse populations from India. <i>PLoS Genet.</i> <b>2</b>, e215 (2006)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1371/journal.pgen.0020215" data-track-item_id="10.1371/journal.pgen.0020215" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1371%2Fjournal.pgen.0020215" aria-label="Article reference 11" data-doi="10.1371/journal.pgen.0020215">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=17194221" aria-label="PubMed reference 11">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1713257" aria-label="PubMed Central reference 11">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 11" href="http://scholar.google.com/scholar_lookup?&title=Low%20levels%20of%20genetic%20divergence%20across%20geographically%20and%20linguistically%20diverse%20populations%20from%20India&journal=PLoS%20Genet.&doi=10.1371%2Fjournal.pgen.0020215&volume=2&publication_year=2006&author=Rosenberg%2CNA"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="12"><p class="c-article-references__text" id="ref-CR12">Abbi, A. Is Great Andamanese genealogically and typologically distinct from Onge and Jarawa? <i>Language Sciences</i> 10.1016/j.langsci.2008.02.002 (22 April 2008)</p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="13"><p class="c-article-references__text" id="ref-CR13">The International HapMap Consortium. A second generation human haplotype map of over 3.1 million SNPs. <i>Nature</i> <b>449</b>, 851–861 (2007)</p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="14"><p class="c-article-references__text" id="ref-CR14">Li, J. Z. et al. Worldwide human relationships inferred from genome-wide patterns of variation. <i>Science</i> <b>319</b>, 1100–1104 (2008)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1126/science.1153717" data-track-item_id="10.1126/science.1153717" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1126%2Fscience.1153717" aria-label="Article reference 14" data-doi="10.1126/science.1153717">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="ads reference" data-track-action="ads reference" href="http://adsabs.harvard.edu/cgi-bin/nph-data_query?link_type=ABSTRACT&bibcode=2008Sci...319.1100L" aria-label="ADS reference 14">ADS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD1cXit1yhsbc%3D" aria-label="CAS reference 14">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=18292342" aria-label="PubMed reference 14">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 14" href="http://scholar.google.com/scholar_lookup?&title=Worldwide%20human%20relationships%20inferred%20from%20genome-wide%20patterns%20of%20variation&journal=Science&doi=10.1126%2Fscience.1153717&volume=319&pages=1100-1104&publication_year=2008&author=Li%2CJZ"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="15"><p class="c-article-references__text" id="ref-CR15">Jakobsson, M. et al. Genotype, haplotype and copy-number variation in worldwide human populations. <i>Nature</i> <b>451</b>, 998–1003 (2008)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1038/nature06742" data-track-item_id="10.1038/nature06742" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1038%2Fnature06742" aria-label="Article reference 15" data-doi="10.1038/nature06742">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="ads reference" data-track-action="ads reference" href="http://adsabs.harvard.edu/cgi-bin/nph-data_query?link_type=ABSTRACT&bibcode=2008Natur.451..998J" aria-label="ADS reference 15">ADS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD1cXit1ynsLw%3D" aria-label="CAS reference 15">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=18288195" aria-label="PubMed reference 15">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 15" href="http://scholar.google.com/scholar_lookup?&title=Genotype%2C%20haplotype%20and%20copy-number%20variation%20in%20worldwide%20human%20populations&journal=Nature&doi=10.1038%2Fnature06742&volume=451&pages=998-1003&publication_year=2008&author=Jakobsson%2CM"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="16"><p class="c-article-references__text" id="ref-CR16">Menozzi, P., Piazza, A. & Cavalli-Sforza, L. Synthetic maps of human gene frequencies in Europeans. <i>Science</i> <b>201</b>, 786–792 (1978)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1126/science.356262" data-track-item_id="10.1126/science.356262" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1126%2Fscience.356262" aria-label="Article reference 16" data-doi="10.1126/science.356262">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="ads reference" data-track-action="ads reference" href="http://adsabs.harvard.edu/cgi-bin/nph-data_query?link_type=ABSTRACT&bibcode=1978Sci...201..786M" aria-label="ADS reference 16">ADS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:STN:280:DyaE1c3ltVenug%3D%3D" aria-label="CAS reference 16">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=356262" aria-label="PubMed reference 16">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 16" href="http://scholar.google.com/scholar_lookup?&title=Synthetic%20maps%20of%20human%20gene%20frequencies%20in%20Europeans&journal=Science&doi=10.1126%2Fscience.356262&volume=201&pages=786-792&publication_year=1978&author=Menozzi%2CP&author=Piazza%2CA&author=Cavalli-Sforza%2CL"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="17"><p class="c-article-references__text" id="ref-CR17">Patterson, N., Price, A. L. & Reich, D. Population structure and eigenanalysis. <i>PLoS Genet.</i> <b>2</b>, e190 (2006)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1371/journal.pgen.0020190" data-track-item_id="10.1371/journal.pgen.0020190" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1371%2Fjournal.pgen.0020190" aria-label="Article reference 17" data-doi="10.1371/journal.pgen.0020190">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=17194218" aria-label="PubMed reference 17">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1713260" aria-label="PubMed Central reference 17">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 17" href="http://scholar.google.com/scholar_lookup?&title=Population%20structure%20and%20eigenanalysis&journal=PLoS%20Genet.&doi=10.1371%2Fjournal.pgen.0020190&volume=2&publication_year=2006&author=Patterson%2CN&author=Price%2CAL&author=Reich%2CD"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="18"><p class="c-article-references__text" id="ref-CR18">Thangaraj, K., Ramana, G. V. & Singh, L. Y-chromosome and mitochondrial DNA polymorphisms in Indian populations. <i>Electrophoresis</i> <b>20</b>, 1743–1747 (1999)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1002/(SICI)1522-2683(19990101)20:8<1743::AID-ELPS1743>3.0.CO;2-V" data-track-item_id="10.1002/(SICI)1522-2683(19990101)20:8<1743::AID-ELPS1743>3.0.CO;2-V" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1002%2F%28SICI%291522-2683%2819990101%2920%3A8%3C1743%3A%3AAID-ELPS1743%3E3.0.CO%3B2-V" aria-label="Article reference 18" data-doi="10.1002/(SICI)1522-2683(19990101)20:8<1743::AID-ELPS1743>3.0.CO;2-V">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DyaK1MXkvVyhtLg%3D" aria-label="CAS reference 18">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=10435442" aria-label="PubMed reference 18">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 18" href="http://scholar.google.com/scholar_lookup?&title=Y-chromosome%20and%20mitochondrial%20DNA%20polymorphisms%20in%20Indian%20populations&journal=Electrophoresis&doi=10.1002%2F%28SICI%291522-2683%2819990101%2920%3A8%3C1743%3A%3AAID-ELPS1743%3E3.0.CO%3B2-V&volume=20&pages=1743-1747&publication_year=1999&author=Thangaraj%2CK&author=Ramana%2CGV&author=Singh%2CL"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="19"><p class="c-article-references__text" id="ref-CR19">Thangaraj, K. et al. Genetic affinities of the Andaman Islanders, a vanishing human population. <i>Curr. Biol.</i> <b>13</b>, 86–93 (2003)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1016/S0960-9822(02)01336-2" data-track-item_id="10.1016/S0960-9822(02)01336-2" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1016%2FS0960-9822%2802%2901336-2" aria-label="Article reference 19" data-doi="10.1016/S0960-9822(02)01336-2">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD3sXmsFertg%3D%3D" aria-label="CAS reference 19">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=12546781" aria-label="PubMed reference 19">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 19" href="http://scholar.google.com/scholar_lookup?&title=Genetic%20affinities%20of%20the%20Andaman%20Islanders%2C%20a%20vanishing%20human%20population&journal=Curr.%20Biol.&doi=10.1016%2FS0960-9822%2802%2901336-2&volume=13&pages=86-93&publication_year=2003&author=Thangaraj%2CK"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="20"><p class="c-article-references__text" id="ref-CR20">Lao, O. et al. Correlation between genetic and geographic structure in Europe. <i>Curr. Biol.</i> <b>18</b>, 1241–1248 (2008)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1016/j.cub.2008.07.049" data-track-item_id="10.1016/j.cub.2008.07.049" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1016%2Fj.cub.2008.07.049" aria-label="Article reference 20" data-doi="10.1016/j.cub.2008.07.049">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD1cXhtVamtrbK" aria-label="CAS reference 20">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=18691889" aria-label="PubMed reference 20">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 20" href="http://scholar.google.com/scholar_lookup?&title=Correlation%20between%20genetic%20and%20geographic%20structure%20in%20Europe&journal=Curr.%20Biol.&doi=10.1016%2Fj.cub.2008.07.049&volume=18&pages=1241-1248&publication_year=2008&author=Lao%2CO"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="21"><p class="c-article-references__text" id="ref-CR21">Novembre, J. et al. Genes mirror geography within Europe. <i>Nature</i> <b>456</b>, 98–101 (2008)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1038/nature07331" data-track-item_id="10.1038/nature07331" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1038%2Fnature07331" aria-label="Article reference 21" data-doi="10.1038/nature07331">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="ads reference" data-track-action="ads reference" href="http://adsabs.harvard.edu/cgi-bin/nph-data_query?link_type=ABSTRACT&bibcode=2008Natur.456...98N" aria-label="ADS reference 21">ADS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD1cXhtlCjtrjM" aria-label="CAS reference 21">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=18758442" aria-label="PubMed reference 21">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2735096" aria-label="PubMed Central reference 21">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 21" href="http://scholar.google.com/scholar_lookup?&title=Genes%20mirror%20geography%20within%20Europe&journal=Nature&doi=10.1038%2Fnature07331&volume=456&pages=98-101&publication_year=2008&author=Novembre%2CJ"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="22"><p class="c-article-references__text" id="ref-CR22">Dronamraju, K. R. Mating systems of the Andhra Pradesh people. <i>Cold Spring Harb. Symp. Quant. Biol.</i> <b>29</b>, 81–84 (1964)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1101/SQB.1964.029.01.013" data-track-item_id="10.1101/SQB.1964.029.01.013" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1101%2FSQB.1964.029.01.013" aria-label="Article reference 22" data-doi="10.1101/SQB.1964.029.01.013">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:STN:280:DyaF2M%2FotlSltg%3D%3D" aria-label="CAS reference 22">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=14278495" aria-label="PubMed reference 22">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 22" href="http://scholar.google.com/scholar_lookup?&title=Mating%20systems%20of%20the%20Andhra%20Pradesh%20people&journal=Cold%20Spring%20Harb.%20Symp.%20Quant.%20Biol.&doi=10.1101%2FSQB.1964.029.01.013&volume=29&pages=81-84&publication_year=1964&author=Dronamraju%2CKR"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="23"><p class="c-article-references__text" id="ref-CR23">Nei, M. & Chesser, R. K. Estimation of fixation indices and gene diversities. <i>Ann. Hum. Genet.</i> <b>47</b>, 253–259 (1983)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1111/j.1469-1809.1983.tb00993.x" data-track-item_id="10.1111/j.1469-1809.1983.tb00993.x" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1111%2Fj.1469-1809.1983.tb00993.x" aria-label="Article reference 23" data-doi="10.1111/j.1469-1809.1983.tb00993.x">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:STN:280:DyaL3szgslWrsQ%3D%3D" aria-label="CAS reference 23">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=6614868" aria-label="PubMed reference 23">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 23" href="http://scholar.google.com/scholar_lookup?&title=Estimation%20of%20fixation%20indices%20and%20gene%20diversities&journal=Ann.%20Hum.%20Genet.&doi=10.1111%2Fj.1469-1809.1983.tb00993.x&volume=47&pages=253-259&publication_year=1983&author=Nei%2CM&author=Chesser%2CRK"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="24"><p class="c-article-references__text" id="ref-CR24">Karve, I. <i>Hindu Society—an Interpretation</i> (S. R. Deshmukh, 1968)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 24" href="http://scholar.google.com/scholar_lookup?&title=Hindu%20Society%E2%80%94an%20Interpretation&publication_year=1968&author=Karve%2CI"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="25"><p class="c-article-references__text" id="ref-CR25">Boivin, N. in <i>The Evolution and History of Human Populations in South Asia</i> (eds Petraglia, M. D. & Allchin, B.) 341–362 (Springer, 2007)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="noopener" data-track-label="10.1007/1-4020-5562-5_15" data-track-item_id="10.1007/1-4020-5562-5_15" data-track-value="book reference" data-track-action="book reference" href="https://link.springer.com/doi/10.1007/1-4020-5562-5_15" aria-label="Book reference 25" data-doi="10.1007/1-4020-5562-5_15">Book</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 25" href="http://scholar.google.com/scholar_lookup?&title=The%20Evolution%20and%20History%20of%20Human%20Populations%20in%20South%20Asia&doi=10.1007%2F1-4020-5562-5_15&pages=341-362&publication_year=2007&author=Boivin%2CN"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="26"><p class="c-article-references__text" id="ref-CR26">Dirks, N. B. <i>Castes of Mind: Colonialism and the Making of Modern India</i> (Princeton Univ. Press, 2001)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 26" href="http://scholar.google.com/scholar_lookup?&title=Castes%20of%20Mind%3A%20Colonialism%20and%20the%20Making%20of%20Modern%20India&publication_year=2001&author=Dirks%2CNB"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="27"><p class="c-article-references__text" id="ref-CR27">Bhasin, M. K. & Walter, H. <i>Genetics of Castes and Tribes of India</i> (Kamla-Raj Enterprises, 2001)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 27" href="http://scholar.google.com/scholar_lookup?&title=Genetics%20of%20Castes%20and%20Tribes%20of%20India&publication_year=2001&author=Bhasin%2CMK&author=Walter%2CH"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="28"><p class="c-article-references__text" id="ref-CR28">Index of /genotypes/2008-07_phaseIII. 〈<a href="http://ftp.hapmap.org/genotypes/2008-07_phaseIII/" data-track="click_references" data-track-action="external reference" data-track-value="external reference" data-track-label="http://ftp.hapmap.org/genotypes/2008-07_phaseIII/">http://ftp.hapmap.org/genotypes/2008-07_phaseIII/</a>〉</p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="29"><p class="c-article-references__text" id="ref-CR29">Campbell, C. D. et al. Demonstrating stratification in a European American population. <i>Nature Genet.</i> <b>37</b>, 868–872 (2005)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1038/ng1607" data-track-item_id="10.1038/ng1607" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1038%2Fng1607" aria-label="Article reference 29" data-doi="10.1038/ng1607">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD2MXmsFKls7k%3D" aria-label="CAS reference 29">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=16041375" aria-label="PubMed reference 29">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 29" href="http://scholar.google.com/scholar_lookup?&title=Demonstrating%20stratification%20in%20a%20European%20American%20population&journal=Nature%20Genet.&doi=10.1038%2Fng1607&volume=37&pages=868-872&publication_year=2005&author=Campbell%2CCD"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="30"><p class="c-article-references__text" id="ref-CR30">Haldane, J. B. S. A defense of beanbag genetics. <i>Perspect. Biol. Med.</i> <b>7</b>, 343–359 (1964)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1353/pbm.1964.0042" data-track-item_id="10.1353/pbm.1964.0042" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1353%2Fpbm.1964.0042" aria-label="Article reference 30" data-doi="10.1353/pbm.1964.0042">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:STN:280:DyaF2c7hvFaguw%3D%3D" aria-label="CAS reference 30">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=14161266" aria-label="PubMed reference 30">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 30" href="http://scholar.google.com/scholar_lookup?&title=A%20defense%20of%20beanbag%20genetics&journal=Perspect.%20Biol.%20Med.&doi=10.1353%2Fpbm.1964.0042&volume=7&pages=343-359&publication_year=1964&author=Haldane%2CJBS"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="31"><p class="c-article-references__text" id="ref-CR31">Dhandapany, P. S. et al. A common Cardiac Myosin Binding Protein C variant associated with cardiomyopathies in South Asia. <i>Nature Genet.</i> <b>41</b>, 187–191 (2009)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1038/ng.309" data-track-item_id="10.1038/ng.309" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1038%2Fng.309" aria-label="Article reference 31" data-doi="10.1038/ng.309">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD1MXntFGrtQ%3D%3D" aria-label="CAS reference 31">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=19151713" aria-label="PubMed reference 31">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 31" href="http://scholar.google.com/scholar_lookup?&title=A%20common%20Cardiac%20Myosin%20Binding%20Protein%20C%20variant%20associated%20with%20cardiomyopathies%20in%20South%20Asia&journal=Nature%20Genet.&doi=10.1038%2Fng.309&volume=41&pages=187-191&publication_year=2009&author=Dhandapany%2CPS"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="32"><p class="c-article-references__text" id="ref-CR32">Pemberton, T. J. et al. Using population mixtures to optimize the utility of genomic databases: linkage disequilibrium and association study design in India. <i>Ann. Hum. Genet.</i> <b>72</b>, 535–546 (2008)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1111/j.1469-1809.2008.00457.x" data-track-item_id="10.1111/j.1469-1809.2008.00457.x" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1111%2Fj.1469-1809.2008.00457.x" aria-label="Article reference 32" data-doi="10.1111/j.1469-1809.2008.00457.x">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:STN:280:DC%2BD1cvgvFWruw%3D%3D" aria-label="CAS reference 32">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=18513279" aria-label="PubMed reference 32">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 32" href="http://scholar.google.com/scholar_lookup?&title=Using%20population%20mixtures%20to%20optimize%20the%20utility%20of%20genomic%20databases%3A%20linkage%20disequilibrium%20and%20association%20study%20design%20in%20India&journal=Ann.%20Hum.%20Genet.&doi=10.1111%2Fj.1469-1809.2008.00457.x&volume=72&pages=535-546&publication_year=2008&author=Pemberton%2CTJ"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="33"><p class="c-article-references__text" id="ref-CR33">Künsch, H. R. The jackknife and the bootstrap for general stationary observations. <i>Ann. Stat.</i> <b>17</b>, 1217–1241 (1989)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1214/aos/1176347265" data-track-item_id="10.1214/aos/1176347265" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1214%2Faos%2F1176347265" aria-label="Article reference 33" data-doi="10.1214/aos/1176347265">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="mathscinet reference" data-track-action="mathscinet reference" href="http://www.ams.org/mathscinet-getitem?mr=1015147" aria-label="MathSciNet reference 33">MathSciNet</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 33" href="http://scholar.google.com/scholar_lookup?&title=The%20jackknife%20and%20the%20bootstrap%20for%20general%20stationary%20observations&journal=Ann.%20Stat.&doi=10.1214%2Faos%2F1176347265&volume=17&pages=1217-1241&publication_year=1989&author=K%C3%BCnsch%2CHR"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="34"><p class="c-article-references__text" id="ref-CR34">Keinan, A., Mullikin, J. C., Patterson, N. & Reich, D. Measurement of the human allele frequency spectrum demonstrates greater genetic drift in East Asians than in Europeans. <i>Nature Genet.</i> <b>39</b>, 1251–1255 (2007)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1038/ng2116" data-track-item_id="10.1038/ng2116" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1038%2Fng2116" aria-label="Article reference 34" data-doi="10.1038/ng2116">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD2sXhtV2isL%2FN" aria-label="CAS reference 34">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=17828266" aria-label="PubMed reference 34">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 34" href="http://scholar.google.com/scholar_lookup?&title=Measurement%20of%20the%20human%20allele%20frequency%20spectrum%20demonstrates%20greater%20genetic%20drift%20in%20East%20Asians%20than%20in%20Europeans&journal=Nature%20Genet.&doi=10.1038%2Fng2116&volume=39&pages=1251-1255&publication_year=2007&author=Keinan%2CA&author=Mullikin%2CJC&author=Patterson%2CN&author=Reich%2CD"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="35"><p class="c-article-references__text" id="ref-CR35">Cavalli-Sforza, L. L. & Edwards, A. W. Phylogenetic analysis. Models and estimation procedures. <i>Am. J. Hum. Genet.</i> <b>19</b>, 233–257 (1967)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:STN:280:DyaF2s7ms12nsw%3D%3D" aria-label="CAS reference 35">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=6026583" aria-label="PubMed reference 35">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1706274" aria-label="PubMed Central reference 35">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 35" href="http://scholar.google.com/scholar_lookup?&title=Phylogenetic%20analysis.%20Models%20and%20estimation%20procedures&journal=Am.%20J.%20Hum.%20Genet.&volume=19&pages=233-257&publication_year=1967&author=Cavalli-Sforza%2CLL&author=Edwards%2CAW"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="36"><p class="c-article-references__text" id="ref-CR36">Pritchard, J. K., Stephens, M. & Donnelly, P. Inference of population structure using multilocus genotype data. <i>Genetics</i> <b>155</b>, 945–959 (2000)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:STN:280:DC%2BD3cvislKrtA%3D%3D" aria-label="CAS reference 36">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=10835412" aria-label="PubMed reference 36">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1461096" aria-label="PubMed Central reference 36">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 36" href="http://scholar.google.com/scholar_lookup?&title=Inference%20of%20population%20structure%20using%20multilocus%20genotype%20data&journal=Genetics&volume=155&pages=945-959&publication_year=2000&author=Pritchard%2CJK&author=Stephens%2CM&author=Donnelly%2CP"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="37"><p class="c-article-references__text" id="ref-CR37">Falush, D., Stephens, M. & Pritchard, J. K. Inference of population structure using multilocus genotype data: linked loci and correlated allele frequencies. <i>Genetics</i> <b>164</b>, 1567–1587 (2003)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD3sXnvF2ntrk%3D" aria-label="CAS reference 37">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=12930761" aria-label="PubMed reference 37">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1462648" aria-label="PubMed Central reference 37">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 37" href="http://scholar.google.com/scholar_lookup?&title=Inference%20of%20population%20structure%20using%20multilocus%20genotype%20data%3A%20linked%20loci%20and%20correlated%20allele%20frequencies&journal=Genetics&volume=164&pages=1567-1587&publication_year=2003&author=Falush%2CD&author=Stephens%2CM&author=Pritchard%2CJK"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="38"><p class="c-article-references__text" id="ref-CR38">Mallory, J. P. & Adams, D. O. <i>The Oxford Introduction to Proto-Indo-European and the Proto-Indo-European World</i> (Oxford Univ. Press, 2006)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 38" href="http://scholar.google.com/scholar_lookup?&title=The%20Oxford%20Introduction%20to%20Proto-Indo-European%20and%20the%20Proto-Indo-European%20World&publication_year=2006&author=Mallory%2CJP&author=Adams%2CDO"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="39"><p class="c-article-references__text" id="ref-CR39">Barik, S. S. et al. Detailed mtDNA genotypes permit a reassessment of the settlement and population structure of the Andaman Islands. <i>Am. J. Phys. Anthropol.</i> <b>136</b>, 19–27 (2008)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1002/ajpa.20773" data-track-item_id="10.1002/ajpa.20773" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1002%2Fajpa.20773" aria-label="Article reference 39" data-doi="10.1002/ajpa.20773">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:STN:280:DC%2BD1c3jvFSrtQ%3D%3D" aria-label="CAS reference 39">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=18186508" aria-label="PubMed reference 39">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 39" href="http://scholar.google.com/scholar_lookup?&title=Detailed%20mtDNA%20genotypes%20permit%20a%20reassessment%20of%20the%20settlement%20and%20population%20structure%20of%20the%20Andaman%20Islands&journal=Am.%20J.%20Phys.%20Anthropol.&doi=10.1002%2Fajpa.20773&volume=136&pages=19-27&publication_year=2008&author=Barik%2CSS"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="40"><p class="c-article-references__text" id="ref-CR40">Palanichamy, M. G. et al. Comment on “Reconstructing the Origin of Andaman Islanders”. <i>Science</i> <b>311</b>, 470 (2006)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1126/science.1120176" data-track-item_id="10.1126/science.1120176" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1126%2Fscience.1120176" aria-label="Article reference 40" data-doi="10.1126/science.1120176">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD28Xpslehtw%3D%3D" aria-label="CAS reference 40">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=16439647" aria-label="PubMed reference 40">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 40" href="http://scholar.google.com/scholar_lookup?&title=Comment%20on%20%E2%80%9CReconstructing%20the%20Origin%20of%20Andaman%20Islanders%E2%80%9D&journal=Science&doi=10.1126%2Fscience.1120176&volume=311&publication_year=2006&author=Palanichamy%2CMG"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="41"><p class="c-article-references__text" id="ref-CR41">Watkins, W. S. et al. Genetic variation in South Indian castes: evidence from Y-chromosome, mitochondrial, and autosomal polymorphisms. <i>BMC Genet.</i> <b>9</b>, 86 (2008)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="noopener" data-track-label="10.1186/1471-2156-9-86" data-track-item_id="10.1186/1471-2156-9-86" data-track-value="article reference" data-track-action="article reference" href="https://link.springer.com/doi/10.1186/1471-2156-9-86" aria-label="Article reference 41" data-doi="10.1186/1471-2156-9-86">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD1MXjt1Citg%3D%3D" aria-label="CAS reference 41">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=19077280" aria-label="PubMed reference 41">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2621241" aria-label="PubMed Central reference 41">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 41" href="http://scholar.google.com/scholar_lookup?&title=Genetic%20variation%20in%20South%20Indian%20castes%3A%20evidence%20from%20Y-chromosome%2C%20mitochondrial%2C%20and%20autosomal%20polymorphisms&journal=BMC%20Genet.&doi=10.1186%2F1471-2156-9-86&volume=9&publication_year=2008&author=Watkins%2CWS"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="42"><p class="c-article-references__text" id="ref-CR42">Southworth, F. C. <i>Linguistic archaeology of South Asia</i> (Routledge-Curzon, 2005)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.4324/9780203412916_chapter_10" data-track-item_id="10.4324/9780203412916_chapter_10" data-track-value="book reference" data-track-action="book reference" href="https://doi.org/10.4324%2F9780203412916_chapter_10" aria-label="Book reference 42" data-doi="10.4324/9780203412916_chapter_10">Book</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 42" href="http://scholar.google.com/scholar_lookup?&title=Linguistic%20archaeology%20of%20South%20Asia&doi=10.4324%2F9780203412916_chapter_10&publication_year=2005&author=Southworth%2CFC"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="43"><p class="c-article-references__text" id="ref-CR43">Cordaux, R. et al. Mitochondrial DNA analysis reveals diverse histories of tribal populations from India. <i>Eur. J. Hum. Genet.</i> <b>11</b>, 253–264 (2003)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1038/sj.ejhg.5200949" data-track-item_id="10.1038/sj.ejhg.5200949" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1038%2Fsj.ejhg.5200949" aria-label="Article reference 43" data-doi="10.1038/sj.ejhg.5200949">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD3sXisFKgt7k%3D" aria-label="CAS reference 43">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=12678055" aria-label="PubMed reference 43">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 43" href="http://scholar.google.com/scholar_lookup?&title=Mitochondrial%20DNA%20analysis%20reveals%20diverse%20histories%20of%20tribal%20populations%20from%20India&journal=Eur.%20J.%20Hum.%20Genet.&doi=10.1038%2Fsj.ejhg.5200949&volume=11&pages=253-264&publication_year=2003&author=Cordaux%2CR"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="44"><p class="c-article-references__text" id="ref-CR44">Kivisild, T. et al. Deep common ancestry of Indian and western-Eurasian mitochondrial DNA lineages. <i>Curr. Biol.</i> <b>9</b>, 1331–1334 (1999)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1016/S0960-9822(00)80057-3" data-track-item_id="10.1016/S0960-9822(00)80057-3" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1016%2FS0960-9822%2800%2980057-3" aria-label="Article reference 44" data-doi="10.1016/S0960-9822(00)80057-3">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DyaK1MXns1Grs70%3D" aria-label="CAS reference 44">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=10574762" aria-label="PubMed reference 44">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 44" href="http://scholar.google.com/scholar_lookup?&title=Deep%20common%20ancestry%20of%20Indian%20and%20western-Eurasian%20mitochondrial%20DNA%20lineages&journal=Curr.%20Biol.&doi=10.1016%2FS0960-9822%2800%2980057-3&volume=9&pages=1331-1334&publication_year=1999&author=Kivisild%2CT"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="45"><p class="c-article-references__text" id="ref-CR45">Falush, D. et al. Traces of human migrations in <i>Helicobacter pylori</i> populations. <i>Science</i> <b>299</b>, 1582–1585 (2003)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1126/science.1080857" data-track-item_id="10.1126/science.1080857" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1126%2Fscience.1080857" aria-label="Article reference 45" data-doi="10.1126/science.1080857">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="ads reference" data-track-action="ads reference" href="http://adsabs.harvard.edu/cgi-bin/nph-data_query?link_type=ABSTRACT&bibcode=2003Sci...299.1582F" aria-label="ADS reference 45">ADS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD3sXhs1yiu70%3D" aria-label="CAS reference 45">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=12624269" aria-label="PubMed reference 45">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 45" href="http://scholar.google.com/scholar_lookup?&title=Traces%20of%20human%20migrations%20in%20Helicobacter%20pylori%20populations&journal=Science&doi=10.1126%2Fscience.1080857&volume=299&pages=1582-1585&publication_year=2003&author=Falush%2CD"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="46"><p class="c-article-references__text" id="ref-CR46">Baird, S. J. E. Phylogenetics: Fisher’s markers of admixture. <i>Heredity</i> <b>97</b>, 81–83 (2006)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1038/sj.hdy.6800850" data-track-item_id="10.1038/sj.hdy.6800850" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1038%2Fsj.hdy.6800850" aria-label="Article reference 46" data-doi="10.1038/sj.hdy.6800850">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD28XnsVaisrw%3D" aria-label="CAS reference 46">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=16773121" aria-label="PubMed reference 46">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 46" href="http://scholar.google.com/scholar_lookup?&title=Phylogenetics%3A%20Fisher%E2%80%99s%20markers%20of%20admixture&journal=Heredity&doi=10.1038%2Fsj.hdy.6800850&volume=97&pages=81-83&publication_year=2006&author=Baird%2CSJE"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="47"><p class="c-article-references__text" id="ref-CR47">Chikhi, L., Bruford, M. W. & Beaumont, M. A. Estimation of admixture proportions: a likelihood-based approach using Markov chain Monte Carlo. <i>Genetics</i> <b>158</b>, 1347–1362 (2001)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD3MXmtVKqtLk%3D" aria-label="CAS reference 47">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=11454781" aria-label="PubMed reference 47">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC1461710" aria-label="PubMed Central reference 47">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 47" href="http://scholar.google.com/scholar_lookup?&title=Estimation%20of%20admixture%20proportions%3A%20a%20likelihood-based%20approach%20using%20Markov%20chain%20Monte%20Carlo&journal=Genetics&volume=158&pages=1347-1362&publication_year=2001&author=Chikhi%2CL&author=Bruford%2CMW&author=Beaumont%2CMA"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="48"><p class="c-article-references__text" id="ref-CR48">Hellenthal, G., Auton, A. & Falush, D. Inferring human colonization history using a copying model. <i>PLoS Genet.</i> <b>4</b>, e1000078 (2008)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1371/journal.pgen.1000078" data-track-item_id="10.1371/journal.pgen.1000078" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1371%2Fjournal.pgen.1000078" aria-label="Article reference 48" data-doi="10.1371/journal.pgen.1000078">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=18497854" aria-label="PubMed reference 48">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2367454" aria-label="PubMed Central reference 48">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 48" href="http://scholar.google.com/scholar_lookup?&title=Inferring%20human%20colonization%20history%20using%20a%20copying%20model&journal=PLoS%20Genet.&doi=10.1371%2Fjournal.pgen.1000078&volume=4&publication_year=2008&author=Hellenthal%2CG&author=Auton%2CA&author=Falush%2CD"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="49"><p class="c-article-references__text" id="ref-CR49">Lohmueller, K. E., Bustamante, C. D. & Clark, A. G. Methods for human demographic inference using haplotype patterns from genomewide single-nucleotide polymorphism data. <i>Genetics</i> <b>182</b>, 217–231 (2009)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1534/genetics.108.099275" data-track-item_id="10.1534/genetics.108.099275" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1534%2Fgenetics.108.099275" aria-label="Article reference 49" data-doi="10.1534/genetics.108.099275">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD1MXlvFCmtrc%3D" aria-label="CAS reference 49">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=19255370" aria-label="PubMed reference 49">PubMed</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed central reference" data-track-action="pubmed central reference" href="http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2674818" aria-label="PubMed Central reference 49">PubMed Central</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 49" href="http://scholar.google.com/scholar_lookup?&title=Methods%20for%20human%20demographic%20inference%20using%20haplotype%20patterns%20from%20genomewide%20single-nucleotide%20polymorphism%20data&journal=Genetics&doi=10.1534%2Fgenetics.108.099275&volume=182&pages=217-231&publication_year=2009&author=Lohmueller%2CKE&author=Bustamante%2CCD&author=Clark%2CAG"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="50"><p class="c-article-references__text" id="ref-CR50">Singh, K. S. <i>People of India, National Series, Volume III, Scheduled Tribes</i> (Oxford Univ. Press, 1994)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 50" href="http://scholar.google.com/scholar_lookup?&title=People%20of%20India%2C%20National%20Series%2C%20Volume%20III%2C%20Scheduled%20Tribes&publication_year=1994&author=Singh%2CKS"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="51"><p class="c-article-references__text" id="ref-CR51">Singh, K. S. <i>People of India, National Series, Volume III, Scheduled Castes</i> (Oxford Univ. Press, 1993)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 51" href="http://scholar.google.com/scholar_lookup?&title=People%20of%20India%2C%20National%20Series%2C%20Volume%20III%2C%20Scheduled%20Castes&publication_year=1993&author=Singh%2CKS"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="52"><p class="c-article-references__text" id="ref-CR52">McCarroll, S. A. et al. Integrated detection and population-genetic analysis of SNPs and copy number variation. <i>Nature Genet.</i> <b>40</b>, 1166–1174 (2008)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="10.1038/ng.238" data-track-item_id="10.1038/ng.238" data-track-value="article reference" data-track-action="article reference" href="https://doi.org/10.1038%2Fng.238" aria-label="Article reference 52" data-doi="10.1038/ng.238">Article</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="cas reference" data-track-action="cas reference" href="/articles/cas-redirect/1:CAS:528:DC%2BD1cXhtFKht7%2FN" aria-label="CAS reference 52">CAS</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="pubmed reference" data-track-action="pubmed reference" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&dopt=Abstract&list_uids=18776908" aria-label="PubMed reference 52">PubMed</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 52" href="http://scholar.google.com/scholar_lookup?&title=Integrated%20detection%20and%20population-genetic%20analysis%20of%20SNPs%20and%20copy%20number%20variation&journal=Nature%20Genet.&doi=10.1038%2Fng.238&volume=40&pages=1166-1174&publication_year=2008&author=McCarroll%2CSA"> Google Scholar</a> </p></li><li class="c-article-references__item js-c-reading-companion-references-item" data-counter="53"><p class="c-article-references__text" id="ref-CR53">Thorburn, D. On the asymptotic normality of the jackknife. <i>Scand. J. Stat.</i> <b>4</b>, 113–118 (1977)</p><p class="c-article-references__links u-hide-print"><a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="mathscinet reference" data-track-action="mathscinet reference" href="http://www.ams.org/mathscinet-getitem?mr=458677" aria-label="MathSciNet reference 53">MathSciNet</a> <a data-track="click_references" rel="nofollow noopener" data-track-label="link" data-track-item_id="link" data-track-value="math reference" data-track-action="math reference" href="http://www.emis.de/MATH-item?0364.62040" aria-label="MATH reference 53">MATH</a> <a data-track="click_references" data-track-action="google scholar reference" data-track-value="google scholar reference" data-track-label="link" data-track-item_id="link" rel="nofollow noopener" aria-label="Google Scholar reference 53" href="http://scholar.google.com/scholar_lookup?&title=On%20the%20asymptotic%20normality%20of%20the%20jackknife&journal=Scand.%20J.%20Stat.&volume=4&pages=113-118&publication_year=1977&author=Thorburn%2CD"> Google Scholar</a> </p></li></ol><p class="c-article-references__download u-hide-print"><a data-track="click" data-track-action="download citation references" data-track-label="link" rel="nofollow" href="https://citation-needed.springer.com/v2/references/10.1038/nature08365?format=refman&flavour=references">Download references<svg width="16" height="16" focusable="false" role="img" aria-hidden="true" class="u-icon"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#icon-eds-i-download-medium"></use></svg></a></p></div></div></div></section></div><section data-title="Acknowledgements"><div class="c-article-section" id="Ack1-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="Ack1">Acknowledgements</h2><div class="c-article-section__content" id="Ack1-content"><p>We thank the volunteers from throughout India who donated DNA; A. G. Reddy, A. Shah and R. Tamang for generating the Y chromosome and mtDNA data; J. Neubauer for sample preparation; and A. Tandon for data curation. We thank B. N. Sarkar and A. G. Roy for helping with group census size estimates, and D. Falush, J. Novembre, A. Ruiz-Linares and S. Watkins for comments on the manuscript. D.R., N.P. and A.L.P. were supported by NIH grant HG004168, and D.R. was supported by a Burroughs Wellcome Career Development Award in the Biomedical Sciences. K.T. and L.S. were supported by grants from the Council of Scientific and Industrial Research of the Government of India, and K.T. was supported by a UKIERI Major Award (RG-4772).</p><p><b>Author Contributions</b> K.T. and L.S. collected the DNA samples, D.R., K.T. and L.S. collected the genetic data, N.P. developed the mathematical theory for <i>f</i>-statistics, and D.R., K.T., N.P. and A.L.P. analysed the data. D.R. wrote the manuscript and <a data-track="click" data-track-label="link" data-track-action="supplementary material anchor" href="/articles/nature08365#MOESM280">Supplementary Information</a> with input from all authors.</p></div></div></section><section aria-labelledby="author-information" data-title="Author information"><div class="c-article-section" id="author-information-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="author-information">Author information</h2><div class="c-article-section__content" id="author-information-content"><span class="c-article-author-information__subtitle u-visually-hidden" id="author-notes">Author notes</span><ol class="c-article-author-information__list"><li class="c-article-author-information__item" id="na1"><p>David Reich, Kumarasamy Thangaraj, Nick Patterson and Alkes L. Price: These authors contributed equally to this work.</p></li></ol><h3 class="c-article__sub-heading" id="affiliations">Authors and Affiliations</h3><ol class="c-article-author-affiliation__list"><li id="Aff1"><p class="c-article-author-affiliation__address">Department of Genetics, Harvard Medical School, Boston, Massachusetts 02115, USA, </p><p class="c-article-author-affiliation__authors-list">David Reich</p></li><li id="Aff2"><p class="c-article-author-affiliation__address"> Broad Institute of Harvard and MIT, Cambridge, Massachusetts 02142, USA , </p><p class="c-article-author-affiliation__authors-list">David Reich, Nick Patterson & Alkes L. Price</p></li><li id="Aff3"><p class="c-article-author-affiliation__address">Centre for Cellular and Molecular Biology, Hyderabad 500 007, India</p><p class="c-article-author-affiliation__authors-list">Kumarasamy Thangaraj & Lalji Singh</p></li><li id="Aff4"><p class="c-article-author-affiliation__address">Departments of Epidemiology and Biostatistics, Harvard School of Public Health, Boston, Massachusetts 02115, USA, </p><p class="c-article-author-affiliation__authors-list">Alkes L. Price</p></li></ol><div class="u-js-hide u-hide-print" data-test="author-info"><span class="c-article__sub-heading">Authors</span><ol class="c-article-authors-search u-list-reset"><li id="auth-David-Reich-Aff1-Aff2"><span class="c-article-authors-search__title u-h3 js-search-name">David Reich</span><div class="c-article-authors-search__list"><div class="c-article-authors-search__item c-article-authors-search__list-item--left"><a href="/search?author=David%20Reich" class="c-article-button" data-track="click" data-track-action="author link - publication" data-track-label="link" rel="nofollow">View author publications</a></div><div class="c-article-authors-search__item c-article-authors-search__list-item--right"><p class="search-in-title-js c-article-authors-search__text">You can also search for this author in <span class="c-article-identifiers"><a class="c-article-identifiers__item" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=search&term=David%20Reich" data-track="click" data-track-action="author link - pubmed" data-track-label="link" rel="nofollow">PubMed</a><span class="u-hide"> </span><a class="c-article-identifiers__item" href="http://scholar.google.co.uk/scholar?as_q=&num=10&btnG=Search+Scholar&as_epq=&as_oq=&as_eq=&as_occt=any&as_sauthors=%22David%20Reich%22&as_publication=&as_ylo=&as_yhi=&as_allsubj=all&hl=en" data-track="click" data-track-action="author link - scholar" data-track-label="link" rel="nofollow">Google Scholar</a></span></p></div></div></li><li id="auth-Kumarasamy-Thangaraj-Aff3"><span class="c-article-authors-search__title u-h3 js-search-name">Kumarasamy Thangaraj</span><div class="c-article-authors-search__list"><div class="c-article-authors-search__item c-article-authors-search__list-item--left"><a href="/search?author=Kumarasamy%20Thangaraj" class="c-article-button" data-track="click" data-track-action="author link - publication" data-track-label="link" rel="nofollow">View author publications</a></div><div class="c-article-authors-search__item c-article-authors-search__list-item--right"><p class="search-in-title-js c-article-authors-search__text">You can also search for this author in <span class="c-article-identifiers"><a class="c-article-identifiers__item" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=search&term=Kumarasamy%20Thangaraj" data-track="click" data-track-action="author link - pubmed" data-track-label="link" rel="nofollow">PubMed</a><span class="u-hide"> </span><a class="c-article-identifiers__item" href="http://scholar.google.co.uk/scholar?as_q=&num=10&btnG=Search+Scholar&as_epq=&as_oq=&as_eq=&as_occt=any&as_sauthors=%22Kumarasamy%20Thangaraj%22&as_publication=&as_ylo=&as_yhi=&as_allsubj=all&hl=en" data-track="click" data-track-action="author link - scholar" data-track-label="link" rel="nofollow">Google Scholar</a></span></p></div></div></li><li id="auth-Nick-Patterson-Aff2"><span class="c-article-authors-search__title u-h3 js-search-name">Nick Patterson</span><div class="c-article-authors-search__list"><div class="c-article-authors-search__item c-article-authors-search__list-item--left"><a href="/search?author=Nick%20Patterson" class="c-article-button" data-track="click" data-track-action="author link - publication" data-track-label="link" rel="nofollow">View author publications</a></div><div class="c-article-authors-search__item c-article-authors-search__list-item--right"><p class="search-in-title-js c-article-authors-search__text">You can also search for this author in <span class="c-article-identifiers"><a class="c-article-identifiers__item" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=search&term=Nick%20Patterson" data-track="click" data-track-action="author link - pubmed" data-track-label="link" rel="nofollow">PubMed</a><span class="u-hide"> </span><a class="c-article-identifiers__item" href="http://scholar.google.co.uk/scholar?as_q=&num=10&btnG=Search+Scholar&as_epq=&as_oq=&as_eq=&as_occt=any&as_sauthors=%22Nick%20Patterson%22&as_publication=&as_ylo=&as_yhi=&as_allsubj=all&hl=en" data-track="click" data-track-action="author link - scholar" data-track-label="link" rel="nofollow">Google Scholar</a></span></p></div></div></li><li id="auth-Alkes_L_-Price-Aff2-Aff4"><span class="c-article-authors-search__title u-h3 js-search-name">Alkes L. Price</span><div class="c-article-authors-search__list"><div class="c-article-authors-search__item c-article-authors-search__list-item--left"><a href="/search?author=Alkes%20L.%20Price" class="c-article-button" data-track="click" data-track-action="author link - publication" data-track-label="link" rel="nofollow">View author publications</a></div><div class="c-article-authors-search__item c-article-authors-search__list-item--right"><p class="search-in-title-js c-article-authors-search__text">You can also search for this author in <span class="c-article-identifiers"><a class="c-article-identifiers__item" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=search&term=Alkes%20L.%20Price" data-track="click" data-track-action="author link - pubmed" data-track-label="link" rel="nofollow">PubMed</a><span class="u-hide"> </span><a class="c-article-identifiers__item" href="http://scholar.google.co.uk/scholar?as_q=&num=10&btnG=Search+Scholar&as_epq=&as_oq=&as_eq=&as_occt=any&as_sauthors=%22Alkes%20L.%20Price%22&as_publication=&as_ylo=&as_yhi=&as_allsubj=all&hl=en" data-track="click" data-track-action="author link - scholar" data-track-label="link" rel="nofollow">Google Scholar</a></span></p></div></div></li><li id="auth-Lalji-Singh-Aff3"><span class="c-article-authors-search__title u-h3 js-search-name">Lalji Singh</span><div class="c-article-authors-search__list"><div class="c-article-authors-search__item c-article-authors-search__list-item--left"><a href="/search?author=Lalji%20Singh" class="c-article-button" data-track="click" data-track-action="author link - publication" data-track-label="link" rel="nofollow">View author publications</a></div><div class="c-article-authors-search__item c-article-authors-search__list-item--right"><p class="search-in-title-js c-article-authors-search__text">You can also search for this author in <span class="c-article-identifiers"><a class="c-article-identifiers__item" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=search&term=Lalji%20Singh" data-track="click" data-track-action="author link - pubmed" data-track-label="link" rel="nofollow">PubMed</a><span class="u-hide"> </span><a class="c-article-identifiers__item" href="http://scholar.google.co.uk/scholar?as_q=&num=10&btnG=Search+Scholar&as_epq=&as_oq=&as_eq=&as_occt=any&as_sauthors=%22Lalji%20Singh%22&as_publication=&as_ylo=&as_yhi=&as_allsubj=all&hl=en" data-track="click" data-track-action="author link - scholar" data-track-label="link" rel="nofollow">Google Scholar</a></span></p></div></div></li></ol></div><h3 class="c-article__sub-heading" id="corresponding-author">Corresponding authors</h3><p id="corresponding-author-list">Correspondence to <a id="corresp-c1" href="mailto:reich@genetics.med.harvard.edu">David Reich</a> or <a id="corresp-c2" href="mailto:lalji@ccmb.res.in">Lalji Singh</a>.</p></div></div></section><section data-title="Supplementary information"><div class="c-article-section" id="Sec18-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="Sec18">Supplementary information</h2><div class="c-article-section__content" id="Sec18-content"><div data-test="supplementary-info"><div id="figshareContainer" class="c-article-figshare-container" data-test="figshare-container"></div><div class="c-article-supplementary__item" data-test="supp-item" id="MOESM280"><h3 class="c-article-supplementary__title u-h3"><a class="print-link" data-track="click" data-track-action="view supplementary info" data-test="supp-info-link" data-track-label="supplementary information" href="https://static-content.springer.com/esm/art%3A10.1038%2Fnature08365/MediaObjects/41586_2009_BFnature08365_MOESM280_ESM.pdf" data-supp-info-image="">Supplementary Information</a></h3><div class="c-article-supplementary__description" data-component="thumbnail-container"><p>This file contains Supplementary Tables S1-S6, Supplementary Figures S1-S7, Supplementary Notes S1-S5 and Supplementary References. (PDF 1777 kb)</p></div></div><div class="c-article-supplementary__item" data-test="supp-item" id="MOESM281"><h3 class="c-article-supplementary__title u-h3"><a class="print-link" data-track="click" data-track-action="view supplementary info" data-test="supp-info-link" data-track-label="supplementary appendix" href="https://static-content.springer.com/esm/art%3A10.1038%2Fnature08365/MediaObjects/41586_2009_BFnature08365_MOESM281_ESM.pdf" data-supp-info-image="">Supplementary Appendix</a></h3><div class="c-article-supplementary__description" data-component="thumbnail-container"><p>This file contains Supplementary Data, Supplementary Statistics and Supplementary References. (PDF 162 kb)</p></div></div></div></div></div></section><section data-title="PowerPoint slides"><div class="c-article-section" id="Sec19-section"><h2 class="c-article-section__title js-section-title js-c-reading-companion-sections-item" id="Sec19">PowerPoint slides</h2><div class="c-article-section__content" id="Sec19-content"><div data-test="supplementary-info"><div class="c-article-supplementary__item" data-test="supp-item" id="MOESM276"><h3 class="c-article-supplementary__title u-h3"><a class="print-link" data-track="click" data-track-action="view supplementary info" data-test="supp-info-link" data-track-label="powerpoint slide for fig. 1" href="https://static-content.springer.com/esm/art%3A10.1038%2Fnature08365/MediaObjects/41586_2009_BFnature08365_MOESM276_ESM.ppt" data-supp-info-image="">PowerPoint slide for Fig. 1</a></h3></div><div class="c-article-supplementary__item" data-test="supp-item" id="MOESM277"><h3 class="c-article-supplementary__title u-h3"><a class="print-link" 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Summary</h2><h3 class="c-article-editorial-summary__article-title u-mb-8">Meet the ancestors: Indian population history from gene screening</h3><div class="c-article-editorial-summary__content c-article-editorial-summary__content--less"><p>Analysis of genetic variation in 132 individuals from 25 diverse groups in India reveals that two ancient, genetically divergent populations are ancestral to most Indians today. 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