Genome-wide mapping of in vivo protein-DNA interactions

被引:1917
|
作者
Johnson, David S.
Mortazavi, Ali
Myers, Richard M.
Wold, Barbara [1 ]
机构
[1] Stanford Univ, Sch Med, Dept Genet, Stanford, CA 94305 USA
[2] CALTECH, Div Biol, Pasadena, CA 91125 USA
[3] CALTECH, Beckman Inst, Pasadena, CA 91125 USA
关键词
D O I
10.1126/science.1141319
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In vivo protein-DNA interactions connect each transcription factor with its direct targets to form a gene network scaffold. To map these protein-DNA interactions comprehensively across entire mammalian genomes, we developed a large-scale chromatin immunoprecipitation assay ( ChIPSeq) based on direct ultrahigh-throughput DNA sequencing. This sequence census method was then used to map in vivo binding of the neuron-restrictive silencer factor ( NRSF; also known as REST, for repressor element-1 silencing transcription factor) to 1946 locations in the human genome. The data display sharp resolution of binding position [ +/- 50 base pairs ( bp)], which facilitated our finding motifs and allowed us to identify noncanonical NRSF-binding motifs. These ChIPSeq data also have high sensitivity and specificity [ ROC ( receiver operator characteristic) area >= 0.96] and statistical confidence ( P < 10(-4)), properties that were important for inferring new candidate interactions. These include key transcription factors in the gene network that regulates pancreatic islet cell development.
引用
收藏
页码:1497 / 1502
页数:6
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