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Open AccessJournal ArticleDOI

A haplotype map of the human genome

John W. Belmont, +232 more
- Vol. 437, Iss: 7063, pp 1299-1320
TLDR
A public database of common variation in the human genome: more than one million single nucleotide polymorphisms for which accurate and complete genotypes have been obtained in 269 DNA samples from four populations, including ten 500-kilobase regions in which essentially all information about common DNA variation has been extracted.
Abstract
Inherited genetic variation has a critical but as yet largely uncharacterized role in human disease. Here we report a public database of common variation in the human genome: more than one million single nucleotide polymorphisms (SNPs) for which accurate and complete genotypes have been obtained in 269 DNA samples from four populations, including ten 500-kilobase regions in which essentially all information about common DNA variation has been extracted. These data document the generality of recombination hotspots, a block-like structure of linkage disequilibrium and low haplotype diversity, leading to substantial correlations of SNPs with many of their neighbours. We show how the HapMap resource can guide the design and analysis of genetic association studies, shed light on structural variation and recombination, and identify loci that may have been subject to natural selection during human evolution.

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Citations
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Journal ArticleDOI

The role and challenges of exome sequencing in studies of human diseases.

TL;DR: It is demonstrated that exome sequencing data are of high quality and can be used to investigate the role of rare coding variants in human diseases and a general framework of computation and bioinformatics for handling sequencing data is described.
Journal ArticleDOI

An integrative variant analysis pipeline for accurate genotype/haplotype inference in population NGS data.

TL;DR: This work describes methods for high-quality discovery, genotyping, and phasing of SNPs for low-coverage sequencing of populations, implemented in a pipeline called SNPTools, and develops an imputation engine that refines raw genotype likelihoods to produce high- quality phased genotypes/haplotypes.
Journal ArticleDOI

A genome-wide screen for noncoding elements important in primate evolution.

TL;DR: A likelihood ratio test method is developed to identify conserved regions with an accelerated substitution rate in a particular lineage of primate evolution, and suggests that screens of this type will be helpful in unraveling the complex set of changes which occurred duringPrimate evolution.
Journal ArticleDOI

CLEVER: clique-enumerating variant finder.

TL;DR: In this article, an internal segment size based approach is presented, which organizes all, including also concordant reads into a read alignment graph where max-cliques represent maximal contradiction-free groups of alignments.
Proceedings Article

Heterogeneous multitask learning with joint sparsity constraints

TL;DR: This paper considers the problem of learning multiple related tasks of predicting both continuous and discrete outputs from a common set of input variables that lie in a high-dimensional feature space, and formulates this problem as a combination of linear regressions and logistic regressions.
References
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Journal ArticleDOI

Gene Ontology: tool for the unification of biology

TL;DR: The goal of the Gene Ontology Consortium is to produce a dynamic, controlled vocabulary that can be applied to all eukaryotes even as knowledge of gene and protein roles in cells is accumulating and changing.
Journal ArticleDOI

The sequence of the human genome.

J. Craig Venter, +272 more
- 16 Feb 2001 - 
TL;DR: Comparative genomic analysis indicates vertebrate expansions of genes associated with neuronal function, with tissue-specific developmental regulation, and with the hemostasis and immune systems are indicated.
Journal ArticleDOI

Initial sequencing and comparative analysis of the mouse genome.

Robert H. Waterston, +222 more
- 05 Dec 2002 - 
TL;DR: The results of an international collaboration to produce a high-quality draft sequence of the mouse genome are reported and an initial comparative analysis of the Mouse and human genomes is presented, describing some of the insights that can be gleaned from the two sequences.
Journal ArticleDOI

The International HapMap Project

John W. Belmont, +145 more
- 18 Dec 2003 - 
TL;DR: The HapMap will allow the discovery of sequence variants that affect common disease, will facilitate development of diagnostic tools, and will enhance the ability to choose targets for therapeutic intervention.
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