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Proceedings of the National Academy of Sciences of the United States of America | 2011

Demographic history and rare allele sharing among human populations

Simon Gravel; Brenna M. Henn; Ryan N. Gutenkunst; Amit Indap; Gabor T. Marth; Andrew G. Clark; Fuli Yu; Richard A. Gibbs; Carlos Bustamante

High-throughput sequencing technology enables population-level surveys of human genomic variation. Here, we examine the joint allele frequency distributions across continental human populations and present an approach for combining complementary aspects of whole-genome, low-coverage data and targeted high-coverage data. We apply this approach to data generated by the pilot phase of the Thousand Genomes Project, including whole-genome 2–4× coverage data for 179 samples from HapMap European, Asian, and African panels as well as high-coverage target sequencing of the exons of 800 genes from 697 individuals in seven populations. We use the site frequency spectra obtained from these data to infer demographic parameters for an Out-of-Africa model for populations of African, European, and Asian descent and to predict, by a jackknife-based approach, the amount of genetic diversity that will be discovered as sample sizes are increased. We predict that the number of discovered nonsynonymous coding variants will reach 100,000 in each population after ∼1,000 sequenced chromosomes per population, whereas ∼2,500 chromosomes will be needed for the same number of synonymous variants. Beyond this point, the number of segregating sites in the European and Asian panel populations is expected to overcome that of the African panel because of faster recent population growth. Overall, we find that the majority of human genomic variable sites are rare and exhibit little sharing among diverged populations. Our results emphasize that replication of disease association for specific rare genetic variants across diverged populations must overcome both reduced statistical power because of rarity and higher population divergence.


Nature Communications | 2012

New insights into the Tyrolean Iceman's origin and phenotype as inferred by whole-genome sequencing

Andreas Keller; Angela Graefen; Markus Ball; Mark Matzas; Valesca Boisguerin; Frank Maixner; Petra Leidinger; Christina Backes; Rabab Khairat; Michael Forster; Björn Stade; Andre Franke; Jens Mayer; Jessica Spangler; Stephen F. McLaughlin; Minita Shah; Clarence Lee; Timothy T. Harkins; Alexander Sartori; Andres Moreno-Estrada; Brenna M. Henn; Martin Sikora; Ornella Semino; Jacques Chiaroni; Siiri Rootsi; Natalie M. Myres; Vicente M. Cabrera; Peter A. Underhill; Carlos Bustamante; Eduard Egarter Vigl

The Tyrolean Iceman, a 5,300-year-old Copper age individual, was discovered in 1991 on the Tisenjoch Pass in the Italian part of the Ötztal Alps. Here we report the complete genome sequence of the Iceman and show 100% concordance between the previously reported mitochondrial genome sequence and the consensus sequence generated from our genomic data. We present indications for recent common ancestry between the Iceman and present-day inhabitants of the Tyrrhenian Sea, that the Iceman probably had brown eyes, belonged to blood group O and was lactose intolerant. His genetic predisposition shows an increased risk for coronary heart disease and may have contributed to the development of previously reported vascular calcifications. Sequences corresponding to ~60% of the genome of Borrelia burgdorferi are indicative of the earliest human case of infection with the pathogen for Lyme borreliosis.


Proceedings of the National Academy of Sciences of the United States of America | 2011

Hunter-gatherer genomic diversity suggests a southern African origin for modern humans

Brenna M. Henn; Christopher R. Gignoux; Matthew Jobin; Julie M. Granka; John Michael Macpherson; Jeffrey M. Kidd; Laura Rodríguez-Botigué; Lawrence Hon; Abra Brisbin; Alice A. Lin; Peter A. Underhill; David Comas; Kenneth K. Kidd; Paul J. Norman; Peter Parham; Carlos Bustamante; Joanna L. Mountain; Marcus W. Feldman

Africa is inferred to be the continent of origin for all modern human populations, but the details of human prehistory and evolution in Africa remain largely obscure owing to the complex histories of hundreds of distinct populations. We present data for more than 580,000 SNPs for several hunter-gatherer populations: the Hadza and Sandawe of Tanzania, and the ≠Khomani Bushmen of South Africa, including speakers of the nearly extinct N|u language. We find that African hunter-gatherer populations today remain highly differentiated, encompassing major components of variation that are not found in other African populations. Hunter-gatherer populations also tend to have the lowest levels of genome-wide linkage disequilibrium among 27 African populations. We analyzed geographic patterns of linkage disequilibrium and population differentiation, as measured by FST, in Africa. The observed patterns are consistent with an origin of modern humans in southern Africa rather than eastern Africa, as is generally assumed. Additionally, genetic variation in African hunter-gatherer populations has been significantly affected by interaction with farmers and herders over the past 5,000 y, through both severe population bottlenecks and sex-biased migration. However, African hunter-gatherer populations continue to maintain the highest levels of genetic diversity in the world.


Proceedings of the National Academy of Sciences of the United States of America | 2012

The great human expansion

Brenna M. Henn; Luca Cavalli-Sforza; Marcus W. Feldman

Genetic and paleoanthropological evidence is in accord that today’s human population is the result of a great demic (demographic and geographic) expansion that began approximately 45,000 to 60,000 y ago in Africa and rapidly resulted in human occupation of almost all of the Earth’s habitable regions. Genomic data from contemporary humans suggest that this expansion was accompanied by a continuous loss of genetic diversity, a result of what is called the “serial founder effect.” In addition to genomic data, the serial founder effect model is now supported by the genetics of human parasites, morphology, and linguistics. This particular population history gave rise to the two defining features of genetic variation in humans: genomes from the substructured populations of Africa retain an exceptional number of unique variants, and there is a dramatic reduction in genetic diversity within populations living outside of Africa. These two patterns are relevant for medical genetic studies mapping genotypes to phenotypes and for inferring the power of natural selection in human history. It should be appreciated that the initial expansion and subsequent serial founder effect were determined by demographic and sociocultural factors associated with hunter-gatherer populations. How do we reconcile this major demic expansion with the population stability that followed for thousands years until the inventions of agriculture? We review advances in understanding the genetic diversity within Africa and the great human expansion out of Africa and offer hypotheses that can help to establish a more synthetic view of modern human evolution.


Nature | 2016

The Simons Genome Diversity Project: 300 genomes from 142 diverse populations

Swapan Mallick; Heng Li; Mark Lipson; Iain Mathieson; Melissa Gymrek; Fernando Racimo; Mengyao Zhao; Niru Chennagiri; Arti Tandon; Pontus Skoglund; Iosif Lazaridis; Sriram Sankararaman; Qiaomei Fu; Nadin Rohland; Gabriel Renaud; Yaniv Erlich; Thomas Willems; Carla Gallo; Jeffrey P. Spence; Yun S. Song; Giovanni Poletti; Francois Balloux; George van Driem; Peter de Knijff; Irene Gallego Romero; Aashish R. Jha; Doron M. Behar; Claudio M. Bravi; Cristian Capelli; Tor Hervig

Here we report the Simons Genome Diversity Project data set: high quality genomes from 300 individuals from 142 diverse populations. These genomes include at least 5.8 million base pairs that are not present in the human reference genome. Our analysis reveals key features of the landscape of human genome variation, including that the rate of accumulation of mutations has accelerated by about 5% in non-Africans compared to Africans since divergence. We show that the ancestors of some pairs of present-day human populations were substantially separated by 100,000 years ago, well before the archaeologically attested onset of behavioural modernity. We also demonstrate that indigenous Australians, New Guineans and Andamanese do not derive substantial ancestry from an early dispersal of modern humans; instead, their modern human ancestry is consistent with coming from the same source as that of other non-Africans.


PLOS Genetics | 2012

Genomic Ancestry of North Africans Supports Back-to-Africa Migrations

Brenna M. Henn; Laura R. Botigué; Simon-Pierre Gravel; Wei-wei Wang; Abra Brisbin; Jake K. Byrnes; Karima Fadhlaoui-Zid; Pierre Zalloua; Andres Moreno-Estrada; Jaume Bertranpetit; Carlos Bustamante; David Comas

North African populations are distinct from sub-Saharan Africans based on cultural, linguistic, and phenotypic attributes; however, the time and the extent of genetic divergence between populations north and south of the Sahara remain poorly understood. Here, we interrogate the multilayered history of North Africa by characterizing the effect of hypothesized migrations from the Near East, Europe, and sub-Saharan Africa on current genetic diversity. We present dense, genome-wide SNP genotyping array data (730,000 sites) from seven North African populations, spanning from Egypt to Morocco, and one Spanish population. We identify a gradient of likely autochthonous Maghrebi ancestry that increases from east to west across northern Africa; this ancestry is likely derived from “back-to-Africa” gene flow more than 12,000 years ago (ya), prior to the Holocene. The indigenous North African ancestry is more frequent in populations with historical Berber ethnicity. In most North African populations we also see substantial shared ancestry with the Near East, and to a lesser extent sub-Saharan Africa and Europe. To estimate the time of migration from sub-Saharan populations into North Africa, we implement a maximum likelihood dating method based on the distribution of migrant tracts. In order to first identify migrant tracts, we assign local ancestry to haplotypes using a novel, principal component-based analysis of three ancestral populations. We estimate that a migration of western African origin into Morocco began about 40 generations ago (approximately 1,200 ya); a migration of individuals with Nilotic ancestry into Egypt occurred about 25 generations ago (approximately 750 ya). Our genomic data reveal an extraordinarily complex history of migrations, involving at least five ancestral populations, into North Africa.


Nature Communications | 2012

The genetic prehistory of southern Africa

Joseph K. Pickrell; Nick Patterson; Chiara Barbieri; Falko Berthold; Linda Gerlach; Tom Güldemann; Blesswell Kure; Sununguko W. Mpoloka; Hirosi Nakagawa; Christfried Naumann; Mark Lipson; Po-Ru Loh; Joseph Lachance; Joanna L. Mountain; Carlos Bustamante; Bonnie Berger; Sarah A. Tishkoff; Brenna M. Henn; Mark Stoneking; David Reich; Brigitte Pakendorf

Southern and eastern African populations that speak non-Bantu languages with click consonants are known to harbour some of the most ancient genetic lineages in humans, but their relationships are poorly understood. Here, we report data from 23 populations analysed at over half a million single-nucleotide polymorphisms, using a genome-wide array designed for studying human history. The southern African Khoisan fall into two genetic groups, loosely corresponding to the northwestern and southeastern Kalahari, which we show separated within the last 30,000 years. We find that all individuals derive at least a few percent of their genomes from admixture with non-Khoisan populations that began ∼1,200 years ago. In addition, the East African Hadza and Sandawe derive a fraction of their ancestry from admixture with a population related to the Khoisan, supporting the hypothesis of an ancient link between southern and eastern Africa.


Science | 2013

Sequencing Y Chromosomes Resolves Discrepancy in Time to Common Ancestor of Males Versus Females

G. David Poznik; Brenna M. Henn; Muh Ching Yee; Elzbieta Sliwerska; Ghia Euskirchen; Alice A. Lin; Michael Snyder; Lluis Quintana-Murci; Jeffrey M. Kidd; Peter A. Underhill; Carlos Bustamante

Examining Y The evolution of human populations has long been studied with unique sequences from the nonrecombining, male-specific Y chromosome (see the Perspective by Cann). Poznik et al. (p. 562) examined 9.9 Mb of the Y chromosome from 69 men from nine globally divergent populations—identifying population and individual specific sequence variants that elucidate the evolution of the Y chromosome. Sequencing of maternally inherited mitochondrial DNA allowed comparison between the relative rates of evolution, which suggested that the coalescence, or origin, of the human Y chromosome and mitochondria both occurred approximately 120 thousand years ago. Francalacci et al. (p. 565) investigated the sequence divergence of 1204 Y chromosomes that were sampled within the isolated and genetically informative Sardinian population. The sequence analyses, along with archaeological records, were used to calibrate and increase the resolution of the human phylogenetic tree. Global diversity in the Y chromosome and mitochondrial DNA coalesce at approximately the same times in humans. [Also see Perspective by Cann] The Y chromosome and the mitochondrial genome have been used to estimate when the common patrilineal and matrilineal ancestors of humans lived. We sequenced the genomes of 69 males from nine populations, including two in which we find basal branches of the Y-chromosome tree. We identify ancient phylogenetic structure within African haplogroups and resolve a long-standing ambiguity deep within the tree. Applying equivalent methodologies to the Y chromosome and the mitochondrial genome, we estimate the time to the most recent common ancestor (TMRCA) of the Y chromosome to be 120 to 156 thousand years and the mitochondrial genome TMRCA to be 99 to 148 thousand years. Our findings suggest that, contrary to previous claims, male lineages do not coalesce significantly more recently than female lineages.


Proceedings of the National Academy of Sciences of the United States of America | 2011

Rapid, global demographic expansions after the origins of agriculture

Christopher R. Gignoux; Brenna M. Henn; Joanna L. Mountain

The invention of agriculture is widely assumed to have driven recent human population growth. However, direct genetic evidence for population growth after independent agricultural origins has been elusive. We estimated population sizes through time from a set of globally distributed whole mitochondrial genomes, after separating lineages associated with agricultural populations from those associated with hunter-gatherers. The coalescent-based analysis revealed strong evidence for distinct demographic expansions in Europe, southeastern Asia, and sub-Saharan Africa within the past 10,000 y. Estimates of the timing of population growth based on genetic data correspond neatly to dates for the initial origins of agriculture derived from archaeological evidence. Comparisons of rates of population growth through time reveal that the invention of agriculture facilitated a fivefold increase in population growth relative to more ancient expansions of hunter-gatherers.


Science | 2015

Global diversity, population stratification, and selection of human copy-number variation.

Peter H. Sudmant; Swapan Mallick; Bradley J. Nelson; Fereydoun Hormozdiari; Niklas Krumm; John Huddleston; Bradley P. Coe; Carl Baker; Michael J. Bamshad; Lynn B. Jorde; Olga L. Posukh; Hovhannes Sahakyan; W. Scott Watkins; Levon Yepiskoposyan; M. Syafiq Abdullah; Claudio M. Bravi; Cristian Capelli; Tor Hervig; Joseph Wee; Chris Tyler-Smith; George van Driem; Irene Gallego Romero; Aashish R. Jha; Sena Karachanak-Yankova; Draga Toncheva; David Comas; Brenna M. Henn; Toomas Kivisild; Andres Ruiz-Linares; Antti Sajantila

Duplications and deletions in the human genome Duplications and deletions can lead to variation in copy number for genes and genomic loci among humans. Such variants can reveal evolutionary patterns and have implications for human health. Sudmant et al. examined copy-number variation across 236 individual genomes from 125 human populations. Deletions were under more selection, whereas duplications showed more population-specific structure. Interestingly, Oceanic populations retain large duplications postulated to have originated in an ancient Denisovan lineage. Science, this issue 10.1126/science.aab3761 Copy-number variation reveals how selection affects the human genome across the globe. INTRODUCTION Most studies of human genetic variation have focused on single-nucleotide variants (SNVs). However, copy-number variants (CNVs) affect more base pairs of DNA among humans, and yet our understanding of CNV diversity among human populations is limited. RATIONALE We aimed to understand the pattern, selection, and diversity of copy-number variation by analyzing deeply sequenced genomes representing the diversity of all humans. We compared the selective constraints of deletions versus duplications to understand population stratification in the context of the ancestral human genome and to assess differences in CNV load between African and non-African populations. RESULTS We sequenced 236 individual genomes from 125 distinct human populations and identified 14,467 autosomal CNVs and 545 X-linked CNVs with a sequence read-depth approach. Deletions exhibit stronger selective pressure and are better phylogenetic markers of population relationships than duplication polymorphisms. We identified 1036 population-stratified copy-number–variable regions, 295 of which intersect coding regions and 199 of which exhibit extreme signatures of differentiation. Duplicated loci were 1.8-fold more likely to be stratified than deletions but were poorly correlated with flanking genetic diversity. Among these, we highlight a duplication polymorphism restricted to modern Oceanic populations yet also present in the genome of the archaic Denisova hominin. This 225–kilo–base pair (kbp) duplication includes two microRNA genes and is almost fixed among human Papuan-Bougainville genomes. The data allowed us to reconstruct the ancestral human genome and create a more accurate evolutionary framework for the gain and loss of sequences during human evolution. We identified 571 loci that segregate in the human population and another 2026 loci of fixed-copy 2 in all human genomes but absent from the reference genome. The total deletion and duplication load between African and non-African population groups showed no difference after we account for ancestral sequences missing from the human reference. However, we did observe that the relative number of base pairs affected by CNVs compared to single-nucleotide polymorphisms is higher among non-Africans than Africans. CONCLUSION Deletions, duplications, and CNVs have shaped, to different extents, the genetic diversity of human populations by the combined forces of mutation, selection, and demography. Figure Global human CNV diversity and archaic introgression of a chromosome 16 duplication. (Left) The geographic coordinates of populations sampled are indicated on a world map (colored dots). The pie charts show the continental population allele frequency of a single ~225-kbp duplication polymorphism found exclusively among Oceanic populations and an archaic Denisova. (Right) The ancestral structure of this duplication locus (1) and the Denisova duplication structure (2) are shown in relation to their position on chromosome 16. We estimate that the duplication emerged ~440 thousand years ago (ka) in the Denisova and then introgressed into ancestral Papuan populations ~40 ka. In order to explore the diversity and selective signatures of duplication and deletion human copy-number variants (CNVs), we sequenced 236 individuals from 125 distinct human populations. We observed that duplications exhibit fundamentally different population genetic and selective signatures than deletions and are more likely to be stratified between human populations. Through reconstruction of the ancestral human genome, we identify megabases of DNA lost in different human lineages and pinpoint large duplications that introgressed from the extinct Denisova lineage now found at high frequency exclusively in Oceanic populations. We find that the proportion of CNV base pairs to single-nucleotide–variant base pairs is greater among non-Africans than it is among African populations, but we conclude that this difference is likely due to unique aspects of non-African population history as opposed to differences in CNV load.

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