rVista for comparative sequence-based discovery of functional transcription factor binding sites

被引:345
作者
Loots, GG [1 ]
Ovcharenko, I
Pachter, L
Dubchak, I
Rubin, EM
机构
[1] Univ Calif Berkeley, Lawrence Berkeley Lab, Genome Sci Dept, Berkeley, CA 94720 USA
[2] Univ Calif Berkeley, Dept Math, Berkeley, CA 94720 USA
[3] Univ Calif Berkeley, Lawrence Berkeley Lab, Natl Energy Res Supercomp Ctr, Berkeley, CA 94720 USA
关键词
D O I
10.1101/gr.225502
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
Identifying transcriptional regulatory elements represents a significant challenge in annotating the genomes of hi.-her vertebrates. We have developed a computational tool, rVISTA, for high-throughput discovery of cis-regulatory elements that combines clustering of predicted transcription factor binding sites (TFBSs) and the analysis of interspecies sequence conservation to maximize the identification of functional sites. To assess the ability Of rVISTA to discover true positive TFBSs while minimizing the prediction of false positives, we analyzed the distribution of several TFBSs across I Mb of the well-annotated cytokine gene cluster (Hs5q31; Mmll). Because a large number of AP-I, NFAT, and GATA-3 sites have been experimentally identified in this interval, we focused our analysis on the distribution of all binding sites specific for these transcription factors. The exploitation of the orthologous human-mouse dataset resulted in the elimination of >95% of the similar to58,000 binding sites predicted on analysis of the human sequence alone, whereas it identified 88% of the experimentally verified binding sites in this region.
引用
收藏
页码:832 / 839
页数:8
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