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1.
Proc Natl Acad Sci U S A ; 109(30): 11920-7, 2012 Jul 24.
Artigo em Inglês | MEDLINE | ID: mdl-22797899

RESUMO

Rapid advances in DNA sequencing promise to enable new diagnostics and individualized therapies. Achieving personalized medicine, however, will require extensive research on highly reidentifiable, integrated datasets of genomic and health information. To assist with this, participants in the Personal Genome Project choose to forgo privacy via our institutional review board- approved "open consent" process. The contribution of public data and samples facilitates both scientific discovery and standardization of methods. We present our findings after enrollment of more than 1,800 participants, including whole-genome sequencing of 10 pilot participant genomes (the PGP-10). We introduce the Genome-Environment-Trait Evidence (GET-Evidence) system. This tool automatically processes genomes and prioritizes both published and novel variants for interpretation. In the process of reviewing the presumed healthy PGP-10 genomes, we find numerous literature references implying serious disease. Although it is sometimes impossible to rule out a late-onset effect, stringent evidence requirements can address the high rate of incidental findings. To that end we develop a peer production system for recording and organizing variant evaluations according to standard evidence guidelines, creating a public forum for reaching consensus on interpretation of clinically relevant variants. Genome analysis becomes a two-step process: using a prioritized list to record variant evaluations, then automatically sorting reviewed variants using these annotations. Genome data, health and trait information, participant samples, and variant interpretations are all shared in the public domain-we invite others to review our results using our participant samples and contribute to our interpretations. We offer our public resource and methods to further personalized medical research.


Assuntos
Bases de Dados Genéticas , Variação Genética , Genoma Humano/genética , Fenótipo , Medicina de Precisão/métodos , Software , Linhagem Celular , Coleta de Dados , Humanos , Medicina de Precisão/tendências , Análise de Sequência de DNA
2.
Lancet ; 375(9725): 1525-35, 2010 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-20435227

RESUMO

BACKGROUND: The cost of genomic information has fallen steeply, but the clinical translation of genetic risk estimates remains unclear. We aimed to undertake an integrated analysis of a complete human genome in a clinical context. METHODS: We assessed a patient with a family history of vascular disease and early sudden death. Clinical assessment included analysis of this patient's full genome sequence, risk prediction for coronary artery disease, screening for causes of sudden cardiac death, and genetic counselling. Genetic analysis included the development of novel methods for the integration of whole genome and clinical risk. Disease and risk analysis focused on prediction of genetic risk of variants associated with mendelian disease, recognised drug responses, and pathogenicity for novel variants. We queried disease-specific mutation databases and pharmacogenomics databases to identify genes and mutations with known associations with disease and drug response. We estimated post-test probabilities of disease by applying likelihood ratios derived from integration of multiple common variants to age-appropriate and sex-appropriate pre-test probabilities. We also accounted for gene-environment interactions and conditionally dependent risks. FINDINGS: Analysis of 2.6 million single nucleotide polymorphisms and 752 copy number variations showed increased genetic risk for myocardial infarction, type 2 diabetes, and some cancers. We discovered rare variants in three genes that are clinically associated with sudden cardiac death-TMEM43, DSP, and MYBPC3. A variant in LPA was consistent with a family history of coronary artery disease. The patient had a heterozygous null mutation in CYP2C19 suggesting probable clopidogrel resistance, several variants associated with a positive response to lipid-lowering therapy, and variants in CYP4F2 and VKORC1 that suggest he might have a low initial dosing requirement for warfarin. Many variants of uncertain importance were reported. INTERPRETATION: Although challenges remain, our results suggest that whole-genome sequencing can yield useful and clinically relevant information for individual patients. FUNDING: National Institute of General Medical Sciences; National Heart, Lung And Blood Institute; National Human Genome Research Institute; Howard Hughes Medical Institute; National Library of Medicine, Lucile Packard Foundation for Children's Health; Hewlett Packard Foundation; Breetwor Family Foundation.


Assuntos
Predisposição Genética para Doença/genética , Testes Genéticos , Genoma Humano , Análise de Sequência de DNA , Doenças Vasculares/genética , Adulto , Hidrocarboneto de Aril Hidroxilases/genética , Proteínas de Transporte/genética , Citocromo P-450 CYP2C19 , Sistema Enzimático do Citocromo P-450/genética , Família 4 do Citocromo P450 , Morte Súbita Cardíaca , Desmoplaquinas/genética , Meio Ambiente , Saúde da Família , Aconselhamento Genético , Humanos , Lipoproteína(a)/genética , Masculino , Proteínas de Membrana/genética , Oxigenases de Função Mista/genética , Mutação , Osteoartrite/genética , Linhagem , Farmacogenética , Polimorfismo de Nucleotídeo Único , Medição de Risco , Vitamina K Epóxido Redutases
3.
Science ; 327(5961): 78-81, 2010 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-19892942

RESUMO

Genome sequencing of large numbers of individuals promises to advance the understanding, treatment, and prevention of human diseases, among other applications. We describe a genome sequencing platform that achieves efficient imaging and low reagent consumption with combinatorial probe anchor ligation chemistry to independently assay each base from patterned nanoarrays of self-assembling DNA nanoballs. We sequenced three human genomes with this platform, generating an average of 45- to 87-fold coverage per genome and identifying 3.2 to 4.5 million sequence variants per genome. Validation of one genome data set demonstrates a sequence accuracy of about 1 false variant per 100 kilobases. The high accuracy, affordable cost of $4400 for sequencing consumables, and scalability of this platform enable complete human genome sequencing for the detection of rare variants in large-scale genetic studies.


Assuntos
DNA/química , Genoma Humano , Análise em Microsséries , Análise de Sequência de DNA/métodos , Sequência de Bases , Biologia Computacional , Custos e Análise de Custo , DNA/genética , Bases de Dados de Ácidos Nucleicos , Biblioteca Genômica , Genótipo , Haplótipos , Projeto Genoma Humano , Humanos , Masculino , Nanoestruturas , Nanotecnologia , Técnicas de Amplificação de Ácido Nucleico , Polimorfismo de Nucleotídeo Único , Análise de Sequência de DNA/economia , Análise de Sequência de DNA/instrumentação , Análise de Sequência de DNA/normas , Software
4.
Genome Res ; 19(9): 1606-15, 2009 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-19525355

RESUMO

Utilizing the full power of next-generation sequencing often requires the ability to perform large-scale multiplex enrichment of many specific genomic loci in multiple samples. Several technologies have been recently developed but await substantial improvements. We report the 10,000-fold improvement of a previously developed padlock-based approach, and apply the assay to identifying genetic variations in hypermutable CpG regions across human chromosome 21. From approximately 3 million reads derived from a single Illumina Genome Analyzer lane, approximately 94% (approximately 50,500) target sites can be observed with at least one read. The uniformity of coverage was also greatly improved; up to 93% and 57% of all targets fell within a 100- and 10-fold coverage range, respectively. Alleles at >400,000 target base positions were determined across six subjects and examined for single nucleotide polymorphisms (SNPs), and the concordance with independently obtained genotypes was 98.4%-100%. We detected >500 SNPs not currently in dbSNP, 362 of which were in targeted CpG locations. Transitions in CpG sites were at least 13.7 times more abundant than non-CpG transitions. Fractions of polymorphic CpG sites are lower in CpG-rich regions and show higher correlation with human-chimpanzee divergence within CpG versus non-CpG sites. This is consistent with the hypothesis that methylation rate heterogeneity along chromosomes contributes to mutation rate variation in humans. Our success suggests that targeted CpG resequencing is an efficient way to identify common and rare genetic variations. In addition, the significantly improved padlock capture technology can be readily applied to other projects that require multiplex sample preparation.


Assuntos
Cromossomos Humanos Par 21/genética , Ilhas de CpG/genética , Sondas de DNA/genética , Variação Genética , Genoma Humano/genética , Mutação , Análise de Sequência de DNA/métodos , Animais , Biologia Computacional/métodos , Genótipo , Humanos , Polimorfismo de Nucleotídeo Único , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
5.
Science ; 309(5741): 1728-32, 2005 Sep 09.
Artigo em Inglês | MEDLINE | ID: mdl-16081699

RESUMO

We describe a DNA sequencing technology in which a commonly available, inexpensive epifluorescence microscope is converted to rapid nonelectrophoretic DNA sequencing automation. We apply this technology to resequence an evolved strain of Escherichia coli at less than one error per million consensus bases. A cell-free, mate-paired library provided single DNA molecules that were amplified in parallel to 1-micrometer beads by emulsion polymerase chain reaction. Millions of beads were immobilized in a polyacrylamide gel and subjected to automated cycles of sequencing by ligation and four-color imaging. Cost per base was roughly one-ninth as much as that of conventional sequencing. Our protocols were implemented with off-the-shelf instrumentation and reagents.


Assuntos
DNA Bacteriano/genética , Escherichia coli/genética , Evolução Molecular , Genoma Bacteriano , Análise de Sequência de DNA/métodos , Resinas Acrílicas , Algoritmos , Automação , Custos e Análise de Custo , DNA Ligases/metabolismo , Primers do DNA , Corantes Fluorescentes , Géis , Biblioteca Gênica , Microscopia de Fluorescência , Microesferas , Mutação , Hibridização de Ácido Nucleico , Mutação Puntual , Reação em Cadeia da Polimerase , Análise de Sequência de DNA/economia , Análise de Sequência de DNA/instrumentação
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