RESUMO
The 1000 Genomes Project set out to provide a comprehensive description of common human genetic variation by applying whole-genome sequencing to a diverse set of individuals from multiple populations. Here we report completion of the project, having reconstructed the genomes of 2,504 individuals from 26 populations using a combination of low-coverage whole-genome sequencing, deep exome sequencing, and dense microarray genotyping. We characterized a broad spectrum of genetic variation, in total over 88 million variants (84.7 million single nucleotide polymorphisms (SNPs), 3.6 million short insertions/deletions (indels), and 60,000 structural variants), all phased onto high-quality haplotypes. This resource includes >99% of SNP variants with a frequency of >1% for a variety of ancestries. We describe the distribution of genetic variation across the global sample, and discuss the implications for common disease studies.
Assuntos
Variação Genética/genética , Genética Populacional/normas , Genoma Humano/genética , Genômica/normas , Internacionalidade , Conjuntos de Dados como Assunto , Demografia , Suscetibilidade a Doenças , Exoma/genética , Genética Médica , Estudo de Associação Genômica Ampla , Genótipo , Haplótipos/genética , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Mutação INDEL/genética , Mapeamento Físico do Cromossomo , Polimorfismo de Nucleotídeo Único/genética , Locos de Características Quantitativas/genética , Doenças Raras/genética , Padrões de Referência , Análise de Sequência de DNARESUMO
By characterizing the geographic and functional spectrum of human genetic variation, the 1000 Genomes Project aims to build a resource to help to understand the genetic contribution to disease. Here we describe the genomes of 1,092 individuals from 14 populations, constructed using a combination of low-coverage whole-genome and exome sequencing. By developing methods to integrate information across several algorithms and diverse data sources, we provide a validated haplotype map of 38 million single nucleotide polymorphisms, 1.4 million short insertions and deletions, and more than 14,000 larger deletions. We show that individuals from different populations carry different profiles of rare and common variants, and that low-frequency variants show substantial geographic differentiation, which is further increased by the action of purifying selection. We show that evolutionary conservation and coding consequence are key determinants of the strength of purifying selection, that rare-variant load varies substantially across biological pathways, and that each individual contains hundreds of rare non-coding variants at conserved sites, such as motif-disrupting changes in transcription-factor-binding sites. This resource, which captures up to 98% of accessible single nucleotide polymorphisms at a frequency of 1% in related populations, enables analysis of common and low-frequency variants in individuals from diverse, including admixed, populations.
Assuntos
Variação Genética/genética , Genética Populacional , Genoma Humano/genética , Genômica , Alelos , Sítios de Ligação/genética , Sequência Conservada/genética , Evolução Molecular , Genética Médica , Estudo de Associação Genômica Ampla , Haplótipos/genética , Humanos , Motivos de Nucleotídeos , Polimorfismo de Nucleotídeo Único/genética , Grupos Raciais/genética , Deleção de Sequência/genética , Fatores de Transcrição/metabolismoRESUMO
The 1000 Genomes Project aims to provide a deep characterization of human genome sequence variation as a foundation for investigating the relationship between genotype and phenotype. Here we present results of the pilot phase of the project, designed to develop and compare different strategies for genome-wide sequencing with high-throughput platforms. We undertook three projects: low-coverage whole-genome sequencing of 179 individuals from four populations; high-coverage sequencing of two mother-father-child trios; and exon-targeted sequencing of 697 individuals from seven populations. We describe the location, allele frequency and local haplotype structure of approximately 15 million single nucleotide polymorphisms, 1 million short insertions and deletions, and 20,000 structural variants, most of which were previously undescribed. We show that, because we have catalogued the vast majority of common variation, over 95% of the currently accessible variants found in any individual are present in this data set. On average, each person is found to carry approximately 250 to 300 loss-of-function variants in annotated genes and 50 to 100 variants previously implicated in inherited disorders. We demonstrate how these results can be used to inform association and functional studies. From the two trios, we directly estimate the rate of de novo germline base substitution mutations to be approximately 10(-8) per base pair per generation. We explore the data with regard to signatures of natural selection, and identify a marked reduction of genetic variation in the neighbourhood of genes, due to selection at linked sites. These methods and public data will support the next phase of human genetic research.
Assuntos
Variação Genética/genética , Genética Populacional/métodos , Genoma Humano/genética , Genômica/métodos , Análise de Sequência de DNA/métodos , Calibragem , Cromossomos Humanos Y/genética , Biologia Computacional , Análise Mutacional de DNA , DNA Mitocondrial/genética , Evolução Molecular , Feminino , Estudos de Associação Genética , Estudo de Associação Genômica Ampla , Genótipo , Haplótipos/genética , Humanos , Masculino , Mutação/genética , Projetos Piloto , Polimorfismo de Nucleotídeo Único/genética , Recombinação Genética/genética , Tamanho da Amostra , Seleção Genética/genética , Alinhamento de SequênciaRESUMO
The congenital dyserythropoietic anemias are a heterogeneous group of rare disorders primarily affecting erythropoiesis with characteristic morphological abnormalities and a block in erythroid maturation. Mutations in the CDAN1 gene, which encodes Codanin-1, underlie the majority of congenital dyserythropoietic anemia type I cases. However, no likely pathogenic CDAN1 mutation has been detected in approximately 20% of cases, suggesting the presence of at least one other locus. We used whole genome sequencing and segregation analysis to identify a homozygous T to A transversion (c.533T>A), predicted to lead to a p.L178Q missense substitution in C15ORF41, a gene of unknown function, in a consanguineous pedigree of Middle-Eastern origin. Sequencing C15ORF41 in other CDAN1 mutation-negative congenital dyserythropoietic anemia type I pedigrees identified a homozygous transition (c.281A>G), predicted to lead to a p.Y94C substitution, in two further pedigrees of SouthEast Asian origin. The haplotype surrounding the c.281A>G change suggests a founder effect for this mutation in Pakistan. Detailed sequence similarity searches indicate that C15ORF41 encodes a novel restriction endonuclease that is a member of the Holliday junction resolvase family of proteins.
Assuntos
Anemia Diseritropoética Congênita/diagnóstico , Anemia Diseritropoética Congênita/genética , Glicoproteínas/genética , Homozigoto , Mutação de Sentido Incorreto/genética , Endonucleases/química , Endonucleases/genética , Feminino , Glicoproteínas/química , Humanos , Masculino , Proteínas Nucleares , Linhagem , Valor Preditivo dos Testes , Estrutura Secundária de Proteína , Estrutura Terciária de ProteínaRESUMO
BACKGROUND: Population differentiation has proved to be effective for identifying loci under geographically localized positive selection, and has the potential to identify loci subject to balancing selection. We have previously investigated the pattern of genetic differentiation among human populations at 36.8 million genomic variants to identify sites in the genome showing high frequency differences. Here, we extend this dataset to include additional variants, survey sites with low levels of differentiation, and evaluate the extent to which highly differentiated sites are likely to result from selective or other processes. RESULTS: We demonstrate that while sites with low differentiation represent sampling effects rather than balancing selection, sites showing extremely high population differentiation are enriched for positive selection events and that one half may be the result of classic selective sweeps. Among these, we rediscover known examples, where we actually identify the established functional SNP, and discover novel examples including the genes ABCA12, CALD1 and ZNF804, which we speculate may be linked to adaptations in skin, calcium metabolism and defense, respectively. CONCLUSIONS: We identify known and many novel candidate regions for geographically restricted positive selection, and suggest several directions for further research.