Annotation of functional variation in personal genomes using RegulomeDB

被引:2066
作者
Boyle, Alan P. [1 ]
Hong, Eurie L. [1 ]
Hariharan, Manoj [1 ]
Cheng, Yong [1 ]
Schaub, Marc A. [2 ]
Kasowski, Maya [1 ]
Karczewski, Konrad J. [1 ]
Park, Julie [1 ]
Hitz, Benjamin C. [1 ]
Weng, Shuai [1 ]
Cherry, J. Michael [1 ]
Snyder, Michael [1 ]
机构
[1] Stanford Univ, Dept Genet, Sch Med, Stanford, CA 94305 USA
[2] Stanford Univ, Dept Comp Sci, Stanford, CA 94305 USA
关键词
TRANSCRIPTION-FACTOR-BINDING; PROTEIN-DNA INTERACTIONS; HUMAN GENE-EXPRESSION; REGULATORY VARIATION; CHROMATIN STATES; HAPLOTYPE MAP; POPULATION; DATABASE; SPECIFICITIES; ASSOCIATION;
D O I
10.1101/gr.137323.112
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
As the sequencing of healthy and disease genomes becomes more commonplace, detailed annotation provides interpretation for individual variation responsible for normal and disease phenotypes. Current approaches focus on direct changes in protein coding genes, particularly nonsynonymous mutations that directly affect the gene product. However, most individual variation occurs outside of genes and, indeed, most markers generated from genome-wide association studies (GWAS) identify variants outside of coding segments. Identification of potential regulatory changes that perturb these sites will lead to a better localization of truly functional variants and interpretation of their effects. We have developed a novel approach and database, RegulomeDB, which guides interpretation of regulatory variants in the human genome. RegulomeDB includes high-throughput, experimental data sets from ENCODE and other sources, as well as computational predictions and manual annotations to identify putative regulatory potential and identify functional variants. These data sources are combined into a powerful tool that scores variants to help separate functional variants from a large pool and provides a small set of putative sites with testable hypotheses as to their function. We demonstrate the applicability of this tool to the annotation of noncoding variants from 69 full sequenced genomes as well as that of a personal genome, where thousands of functionally associated variants were identified. Moreover, we demonstrate a GWAS where the database is able to quickly identify the known associated functional variant and provide a hypothesis as to its function. Overall, we expect this approach and resource to be valuable for the annotation of human genome sequences.
引用
收藏
页码:1790 / 1797
页数:8
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