TransfactomeDB:: a resource for exploring the nucleotide sequence specificity and condition-specific regulatory activity of trans-acting factors

被引:17
作者
Foat, Barrett C. [1 ,4 ]
Tepper, Ronald G. [1 ,2 ]
Bussemaker, Harmen J. [1 ,3 ]
机构
[1] Columbia Univ, Dept Biol Sci, New York, NY 10027 USA
[2] Columbia Univ, Integrated Program Cellular Mol & Biophys Studies, New York, NY 10032 USA
[3] Columbia Univ, Ctr Computat Biol & Bioinformat, New York, NY 10027 USA
[4] Washington Univ, Sch Med, Dept Genet, St Louis, MO 63108 USA
关键词
D O I
10.1093/nar/gkm828
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 [生物化学与分子生物学]; 081704 [应用化学];
摘要
Accurate and comprehensive information about the nucleotide sequence specificity of trans-acting factors (TFs) is essential for computational and experimental analyses of gene regulatory networks. We present the Yeast Transfactome Database, a repository of sequence specificity models and condition-specific regulatory activities for a large number of DNA- and RNA-binding proteins in Saccharomyces cerevisiae. The sequence specificities in TransfactomeDB, represented as position-specific affinity matrices (PSAMs), are directly estimated from genomewide measurements of TF-binding using our previously published MatrixREDUCE algorithm, which is based on a biophysical model. For each mRNA expression profile in the NCBI Gene Expression Omnibus, we used sequence-based regression analysis to estimate the post-translational regulatory activity of each TF for which a PSAM is available. The trans-factor activity profiles across multiple experiments available in TransfactomeDB allow the user to explore potential regulatory roles of hundreds of TFs in any of thousands of microarray experiments. Our resource is freely available at http://bussemakerlab.org/TransfactomeDB/.
引用
收藏
页码:D125 / D131
页数:7
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