Signals of recent positive selection in a worldwide sample of human populations.

Genome-wide scans for recent positive selection in humans have yielded insight into the mechanisms underlying the extensive phenotypic diversity in our species, but have focused on a limited number of populations. Here, we present an analysis of recent selection in a global sample of 53 populations, using genotype data from the Human Genome Diversity-CEPH Panel. We refine the geographic distributions of known selective sweeps, and find extensive overlap between these distributions for populations in the same continental region but limited overlap between populations outside these groupings. We present several examples of previously unrecognized candidate targets of selection, including signals at a number of genes in the NRG-ERBB4 developmental pathway in non-African populations. Analysis of recently identified genes involved in complex diseases suggests that there has been selection on loci involved in susceptibility to type II diabetes. Finally, we search for local adaptation between geographically close populations, and highlight several examples.

[1]  J. Neel Diabetes mellitus: a "thrifty" genotype rendered detrimental by "progress"? , 1962, American journal of human genetics.

[2]  R. Lewontin,et al.  Distribution of gene frequency as a test of the theory of the selective neutrality of polymorphisms. , 1973, Genetics.

[3]  J. M. Smith,et al.  The hitch-hiking effect of a favourable gene. , 1974, Genetical research.

[4]  T. Nagylaki,et al.  Conditions for the existence of clines. , 1975, Genetics.

[5]  B. Weir,et al.  Estimation of inbreeding parameters in stratified populations , 1986, Annals of human genetics.

[6]  F. Tajima Statistical method for testing the neutral mutation hypothesis by DNA polymorphism. , 1989, Genetics.

[7]  E. Cerasi,et al.  DIABETES MELLITUS , 1924, Nihon rinsho. Japanese journal of clinical medicine.

[8]  M. Waters,et al.  of Insulin-Like Growth , 1993 .

[9]  F J Ayala,et al.  Evidence for positive selection in the superoxide dismutase (Sod) region of Drosophila melanogaster. , 1994, Genetics.

[10]  Ziying Liu,et al.  Loss of the imprinted IGF2/cation-independent mannose 6-phosphate receptor results in fetal overgrowth and perinatal lethality. , 1994, Genes & development.

[11]  Rüdiger Klein,et al.  Aberrant neural and cardiac development in mice lacking the ErbB4 neuregulin receptor , 1995, Nature.

[12]  J. Vera,et al.  Decreased insulin-like growth factor I receptor expression and function in immortalized African Pygmy T cells. , 1996, The Journal of clinical endocrinology and metabolism.

[13]  G. Frantz,et al.  Neuregulin-3 ( NRG 3 ) : A novel neural tissue-enriched protein that binds and activates ErbB 4 , 1997 .

[14]  M. Sliwkowski,et al.  Neuregulin-3 (NRG3): a novel neural tissue-enriched protein that binds and activates ErbB4. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[15]  M. Slatkin,et al.  Genetic hitch-hiking in a subdivided population. , 1998, Genetical research.

[16]  R. Bailey,et al.  Insulin-like growth factor-I resistance. , 1998, Endocrine reviews.

[17]  B. R. Dey,et al.  Cloning of human p55 gamma, a regulatory subunit of phosphatidylinositol 3-kinase, by a yeast two-hybrid library screen with the insulin-like growth factor-I receptor. , 1998, Gene.

[18]  S. Scherer,et al.  The gene mutated in adult-onset type II citrullinaemia encodes a putative mitochondrial carrier protein , 1999, Nature Genetics.

[19]  A. Aderem,et al.  The repertoire for pattern recognition of pathogens by the innate immune system is defined by cooperation between toll-like receptors. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[20]  Z. Laron,et al.  DECREASED INSULIN-LIKE GROWTH FACTOR-I RECEPTOR SITES ON CIRCULATING MONONUCLEAR CELLS FROM CHILDREN WITH ACUTE LEUKEMIA , 2000, Pediatric hematology and oncology.

[21]  C. Fletcher,et al.  Mutations in Mlph, encoding a member of the Rab effector family, cause the melanosome transport defects observed in leaden mice , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[22]  S. Lewis,et al.  The generic genome browser: a building block for a model organism system database. , 2002, Genome research.

[23]  M. Feldman,et al.  Genetic Structure of Human Populations , 2002, Science.

[24]  Pardis C Sabeti,et al.  Detecting recent positive selection in the human genome from haplotype structure , 2002, Nature.

[25]  K. Gardiner,et al.  Annotation of human chromosome 21 for relevance to Down syndrome: gene structure and expression analysis. , 2002, Genomics.

[26]  H. Stefánsson,et al.  Neuregulin 1 and susceptibility to schizophrenia. , 2002, American journal of human genetics.

[27]  H. A. Orr,et al.  THE POPULATION GENETICS OF ADAPTATION: THE ADAPTATION OF DNA SEQUENCES , 2002, Evolution; international journal of organic evolution.

[28]  D. Stern,et al.  Neural and mammary gland defects in ErbB4 knockout mice genetically rescued from embryonic lethality , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[29]  Jia Ye,et al.  Vertebrate gene predictions and the problem of large genes , 2003, Nature Reviews Genetics.

[30]  Pardis C Sabeti,et al.  Genetic signatures of strong recent positive selection at the lactase gene. , 2004, American journal of human genetics.

[31]  L. Rieseberg,et al.  How species evolve collectively: implications of gene flow and selection for the spread of advantageous alleles , 2004, Molecular ecology.

[32]  R. Nielsen,et al.  Linkage Disequilibrium as a Signature of Selective Sweeps , 2004, Genetics.

[33]  C. Carlson,et al.  Selecting a maximally informative set of single-nucleotide polymorphisms for association analyses using linkage disequilibrium. , 2004, American journal of human genetics.

[34]  A. Bowcock,et al.  Polymorphism and mapping of the IGF1 gene, and absence of association with stature among African Pygmies , 1990, Human Genetics.

[35]  Geoffrey B. Nilsen,et al.  Whole-Genome Patterns of Common DNA Variation in Three Human Populations , 2005, Science.

[36]  Carlos D Bustamante,et al.  Ascertainment bias in studies of human genome-wide polymorphism. , 2005, Genome research.

[37]  R. Hudson,et al.  An evolutionary framework for common diseases: the ancestral-susceptibility model. , 2005, Trends in genetics : TIG.

[38]  A. Caballero,et al.  Variation After a Selective Sweep in a Subdivided Population , 2005, Genetics.

[39]  F. Balloux,et al.  Pathogen-Driven Selection and Worldwide HLA Class I Diversity , 2005, Current Biology.

[40]  S. Gabriel,et al.  Calibrating a coalescent simulation of human genome sequence variation. , 2005, Genome research.

[41]  P. Donnelly,et al.  A Fine-Scale Map of Recombination Rates and Hotspots Across the Human Genome , 2005, Science.

[42]  Carlos Bustamante,et al.  Genomic scans for selective sweeps using SNP data. , 2005, Genome research.

[43]  Keith C. Cheng,et al.  SLC24A5, a Putative Cation Exchanger, Affects Pigmentation in Zebrafish and Humans , 2005, Science.

[44]  Elizabeth L. Ogburn,et al.  Demonstrating stratification in a European American population , 2005, Nature Genetics.

[45]  D. Reich,et al.  Variants associated with common disease are not unusually differentiated in frequency across populations. , 2006, American journal of human genetics.

[46]  Molly Przeworski,et al.  How reliable are empirical genomic scans for selective sweeps? , 2006, Genome research.

[47]  Joshua M Akey,et al.  Genomic signatures of positive selection in humans and the limits of outlier approaches. , 2006, Genome research.

[48]  Heather C Whalley,et al.  A neuregulin 1 variant associated with abnormal cortical function and psychotic symptoms , 2006, Nature Neuroscience.

[49]  D. Conrad,et al.  A worldwide survey of haplotype variation and linkage disequilibrium in the human genome , 2006, Nature Genetics.

[50]  Pierre Baldi,et al.  Global landscape of recent inferred Darwinian selection for Homo sapiens , 2006, Proc. Natl. Acad. Sci. USA.

[51]  A. Schäffer,et al.  A homozygous single-base deletion in MLPH causes the dilute coat color phenotype in the domestic cat. , 2006, Genomics.

[52]  J. Pritchard,et al.  A Map of Recent Positive Selection in the Human Genome , 2006, PLoS biology.

[53]  T. Burke,et al.  A single point-mutation within the melanophilin gene causes the lavender plumage colour dilution phenotype in the chicken , 2008, BMC Genetics.

[54]  R. Kittles,et al.  Genetic evidence for the convergent evolution of light skin in Europeans and East Asians. , 2006, Molecular biology and evolution.

[55]  R. A. Bailey,et al.  Robust associations of four new chromosome regions from genome-wide analyses of type 1 diabetes , 2007, Nature Genetics.

[56]  Pauline C Ng,et al.  Power to Detect Risk Alleles Using Genome-Wide Tag SNP Panels , 2007, PLoS genetics.

[57]  Alex A. Pollen,et al.  cis-Regulatory Changes in Kit Ligand Expression and Parallel Evolution of Pigmentation in Sticklebacks and Humans , 2007, Cell.

[58]  Kevin R. Thornton,et al.  On the Utility of Linkage Disequilibrium as a Statistic for Identifying Targets of Positive Selection in Nonequilibrium Populations , 2007, Genetics.

[59]  Kevin R. Thornton,et al.  A New Approach for Using Genome Scans to Detect Recent Positive Selection in the Human Genome , 2007, PLoS biology.

[60]  C. Hoggart,et al.  Sequence-Level Population Simulations Over Large Genomic Regions , 2007, Genetics.

[61]  John Maynard Smith,et al.  The hitch-hiking effect of a favourable gene. , 1974, Genetical research.

[62]  Carlos D Bustamante,et al.  Localizing Recent Adaptive Evolution in the Human Genome , 2007, PLoS genetics.

[63]  D. Cox,et al.  A genomewide association study of skin pigmentation in a South Asian population. , 2007, American journal of human genetics.

[64]  William Stafford Noble,et al.  Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project , 2007, Nature.

[65]  Pardis C Sabeti,et al.  Genome-wide detection and characterization of positive selection in human populations , 2007, Nature.

[66]  Fernando A. Villanea,et al.  Diet and the evolution of human amylase gene copy number variation , 2007, Nature Genetics.

[67]  Kevin R. Thornton,et al.  Controlling the False-Positive Rate in Multilocus Genome Scans for Selection , 2007, Genetics.

[68]  C. Drögemüller,et al.  A noncoding melanophilin gene (MLPH) SNP at the splice donor of exon 1 represents a candidate causal mutation for coat color dilution in dogs. , 2007, The Journal of heredity.

[69]  J. Gulcher,et al.  Refining the impact of TCF7L2 gene variants on type 2 diabetes and adaptive evolution , 2007, Nature Genetics.

[70]  K. Taylor,et al.  Genome-Wide Association , 2007, Diabetes.

[71]  Zhaohui S. Qin,et al.  A second generation human haplotype map of over 3.1 million SNPs , 2007, Nature.

[72]  A. Clark,et al.  Recent and ongoing selection in the human genome , 2007, Nature Reviews Genetics.

[73]  G. Abecasis,et al.  A Genome-Wide Association Study of Type 2 Diabetes in Finns Detects Multiple Susceptibility Variants , 2007, Science.

[74]  Robert K. Moyzis,et al.  Recent acceleration of human adaptive evolution , 2007, Proceedings of the National Academy of Sciences.

[75]  Snæbjörn Pálsson,et al.  Genetic determinants of hair, eye and skin pigmentation in Europeans , 2007, Nature Genetics.

[76]  M. McCarthy,et al.  Genome-wide association studies for complex traits: consensus, uncertainty and challenges , 2008, Nature Reviews Genetics.

[77]  Yoshihiro Yamanishi,et al.  KEGG for linking genomes to life and the environment , 2007, Nucleic Acids Res..

[78]  C. Gieger,et al.  Identification of ten loci associated with height highlights new biological pathways in human growth , 2008, Nature Genetics.

[79]  L. Groop,et al.  Variants in KCNQ1 are associated with susceptibility to type 2 diabetes mellitus , 2008, Nature Genetics.

[80]  Katsushi Tokunaga,et al.  A scan for genetic determinants of human hair morphology: EDAR is associated with Asian hair thickness. , 2008, Human molecular genetics.

[81]  Snæbjörn Pálsson,et al.  Two newly identified genetic determinants of pigmentation in Europeans , 2008, Nature Genetics.

[82]  David B. Witonsky,et al.  Adaptations to Climate in Candidate Genes for Common Metabolic Disorders , 2008, PLoS genetics.

[83]  M. McCarthy,et al.  Meta-analysis of genome-wide association data and large-scale replication identifies additional susceptibility loci for type 2 diabetes , 2008, Nature Genetics.

[84]  H. Innan,et al.  Detecting Local Adaptation Using the Joint Sampling of Polymorphism Data in the Parental and Derived Populations , 2008, Genetics.

[85]  F. Hu,et al.  A Genome-Wide Association Study Identifies Novel Alleles Associated with Hair Color and Skin Pigmentation , 2008, PLoS genetics.

[86]  M. Stoneking,et al.  Worldwide population differentiation at disease-associated SNPs , 2008, BMC Medical Genomics.

[87]  David S Sanders,et al.  Newly identified genetic risk variants for celiac disease related to the immune response , 2008, Nature Genetics.

[88]  L. Quintana-Murci,et al.  Natural selection has driven population differentiation in modern humans , 2008, Nature Genetics.

[89]  L. Mei,et al.  Neuregulin 1 in neural development, synaptic plasticity and schizophrenia , 2008, Nature Reviews Neuroscience.

[90]  David M. Evans,et al.  Genome-wide association analysis identifies 20 loci that influence adult height , 2008, Nature Genetics.

[91]  Christopher Y. Park,et al.  Ribosomal mutations cause p53-mediated dark skin and pleiotropic effects , 2008, Nature Genetics.

[92]  Bjarni V. Halldórsson,et al.  Many sequence variants affecting diversity of adult human height , 2008, Nature Genetics.

[93]  R. Collins,et al.  Newly identified loci that influence lipid concentrations and risk of coronary artery disease , 2008, Nature Genetics.

[94]  A. E. Hirsh,et al.  Nonadaptive explanations for signatures of partial selective sweeps in Drosophila. , 2008, Molecular biology and evolution.

[95]  T. Hansen,et al.  SNPs in KCNQ1 are associated with susceptibility to type 2 diabetes in East Asian and European populations , 2008, Nature Genetics.

[96]  M. Feldman,et al.  Worldwide Human Relationships Inferred from Genome-Wide Patterns of Variation , 2008 .

[97]  M. Dixon,et al.  Enhanced ectodysplasin‐A receptor (EDAR) signaling alters multiple fiber characteristics to produce the East Asian hair form , 2008, Human mutation.

[98]  Joseph K. Pickrell,et al.  human populations Signals of recent positive selection in a worldwide sample of Material Supplemental , 2009 .