TFBSshape: a motif database for DNA shape features of transcription factor binding sites

被引:95
作者
Yang, Lin [1 ]
Zhou, Tianyin [1 ]
Dror, Iris [1 ,2 ]
Mathelier, Anthony [3 ]
Wasserman, Wyeth W. [3 ]
Gordan, Raluca [4 ]
Rohs, Remo [1 ]
机构
[1] Univ So Calif, Mol & Computat Biol Program, Los Angeles, CA 90089 USA
[2] Technion Israel Inst Technol, Dept Biol, IL-32000 Haifa, Israel
[3] Univ British Columbia, Ctr Mol Med & Therapeut, Vancouver, BC V5Z 1M9, Canada
[4] Duke Univ, Inst Genome Sci & Policy, Durham, NC 27708 USA
基金
美国国家卫生研究院;
关键词
PROTEIN-BINDING; GENOMIC SCALE; SPECIFICITY; RECOGNITION; PREDICTION; DISCOVERY; MODELS; TOOLS;
D O I
10.1093/nar/gkt1087
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
Transcription factor binding sites (TFBSs) are most commonly characterized by the nucleotide preferences at each position of the DNA target. Whereas these sequence motifs are quite accurate descriptions of DNA binding specificities of transcription factors (TFs), proteins recognize DNA as a three-dimensional object. DNA structural features refine the description of TF binding specificities and provide mechanistic insights into protein-DNA recognition. Existing motif databases contain extensive nucleotide sequences identified in binding experiments based on their selection by a TF. To utilize DNA shape information when analysing the DNA binding specificities of TFs, we developed a new tool, the TFBSshape database (available at http://rohslab.cmb.usc.edu/TFBSshape/), for calculating DNA structural features from nucleotide sequences provided by motif databases. The TFBSshape database can be used to generate heat maps and quantitative data for DNA structural features (i.e., minor groove width, roll, propeller twist and helix twist) for 739 TF datasets from 23 different species derived from the motif databases JASPAR and UniPROBE. As demonstrated for the basic helix-loop-helix and homeodomain TF families, our TFBSshape database can be used to compare, qualitatively and quantitatively, the DNA binding specificities of closely related TFs and, thus, uncover differential DNA binding specificities that are not apparent from nucleotide sequence alone.
引用
收藏
页码:D148 / D155
页数:8
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