Flanking sequence context-dependent transcription factor binding in early Drosophila development

被引:11
作者
Stringham, Jessica L. [1 ]
Brown, Adam S. [2 ]
Drewell, Robert A. [2 ,3 ,4 ]
Dresch, Jacqueline M. [5 ,6 ]
机构
[1] Harvey Mudd Coll, Dept Comp Sci, Claremont, CA 91711 USA
[2] Harvey Mudd Coll, Dept Biol, Claremont, CA 91711 USA
[3] Mt Holyoke Coll, Dept Biol Sci, S Hadley, MA 01705 USA
[4] Amherst Coll, Dept Biol, Amherst, MA 01002 USA
[5] Harvey Mudd Coll, Dept Math, Claremont, CA 91711 USA
[6] Amherst Coll, Dept Math, Amherst, MA 01002 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
Transcription factor; Binding site; Position weight matrix; Enhancer; Cis-regulatory module; Drosophila; OPEN-ACCESS DATABASE; REGULATORY ELEMENTS; GENE-REGULATION; DNA; IDENTIFICATION; SPECIFICITIES; RECOGNITION; PROTEINS; PATTERNS; JASPAR;
D O I
10.1186/1471-2105-14-298
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: Gene expression in the Drosophila embryo is controlled by functional interactions between a large network of protein transcription factors (TFs) and specific sequences in DNA cis-regulatory modules (CRMs). The binding site sequences for any TF can be experimentally determined and represented in a position weight matrix (PWM). PWMs can then be used to predict the location of TF binding sites in other regions of the genome, although there are limitations to this approach as currently implemented. Results: In this proof-of-principle study, we analyze 127 CRMs and focus on four TFs that control transcription of target genes along the anterio-posterior axis of the embryo early in development. For all four of these TFs, there is some degree of conserved flanking sequence that extends beyond the predicted binding regions. A potential role for these conserved flanking sequences may be to enhance the specificity of TF binding, as the abundance of these sequences is greatly diminished when we examine only predicted high-affinity binding sites. Conclusions: Expanding PWMs to include sequence context-dependence will increase the information content in PWMs and facilitate a more efficient functional identification and dissection of CRMs.
引用
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页数:13
相关论文
共 41 条
[1]   COMPUTATIONAL STRATEGIES FOR THE GENOME-WIDE IDENTIFICATION OF CIS-REGULATORY ELEMENTS AND TRANSCRIPTIONAL TARGETS [J].
Aerts, Stein .
TRANSCRIPTIONAL SWITCHES DURING DEVELOPMENT, 2012, 98 :121-145
[2]   Diversity and Complexity in DNA Recognition by Transcription Factors [J].
Badis, Gwenael ;
Berger, Michael F. ;
Philippakis, Anthony A. ;
Talukder, Shaheynoor ;
Gehrke, Andrew R. ;
Jaeger, Savina A. ;
Chan, Esther T. ;
Metzler, Genita ;
Vedenko, Anastasia ;
Chen, Xiaoyu ;
Kuznetsov, Hanna ;
Wang, Chi-Fong ;
Coburn, David ;
Newburger, Daniel E. ;
Morris, Quaid ;
Hughes, Timothy R. ;
Bulyk, Martha L. .
SCIENCE, 2009, 324 (5935) :1720-1723
[3]   MEME SUITE: tools for motif discovery and searching [J].
Bailey, Timothy L. ;
Boden, Mikael ;
Buske, Fabian A. ;
Frith, Martin ;
Grant, Charles E. ;
Clementi, Luca ;
Ren, Jingyuan ;
Li, Wilfred W. ;
Noble, William S. .
NUCLEIC ACIDS RESEARCH, 2009, 37 :W202-W208
[4]   SELECTION OF DNA-BINDING SITES BY REGULATORY PROTEINS - STATISTICAL-MECHANICAL THEORY AND APPLICATION TO OPERATORS AND PROMOTERS [J].
BERG, OG ;
VONHIPPEL, PH .
JOURNAL OF MOLECULAR BIOLOGY, 1987, 193 (04) :723-743
[5]   Dissecting the regulatory switches of development: lessons from enhancer evolution in Drosophila [J].
Borok, Matthew J. ;
Tran, Diana A. ;
Ho, Margaret C. W. ;
Drewell, Robert A. .
DEVELOPMENT, 2010, 137 (01) :5-13
[6]   High-resolution genome-wide in vivo footprinting of diverse transcription factors in human cells [J].
Boyle, Alan P. ;
Song, Lingyun ;
Lee, Bum-Kyu ;
London, Darin ;
Keefe, Damian ;
Birney, Ewan ;
Iyer, Vishwanath R. ;
Crawford, Gregory E. ;
Furey, Terrence S. .
GENOME RESEARCH, 2011, 21 (03) :456-464
[7]   A biophysical approach to transcription factor binding site discovery [J].
Djordjevic, M ;
Sengupta, AM ;
Shraiman, BI .
GENOME RESEARCH, 2003, 13 (11) :2381-2390
[8]  
Filippova GN, 1996, MOL CELL BIOL, V16, P2802
[9]  
Gallo SM, 2011, NUCLEIC ACIDS RES, V21, P456
[10]   Computational technique for improvement of the position-weight matrices for the DNA/protein binding sites [J].
Gershenzon, NI ;
Stormo, GD ;
Ioshikhes, IP .
NUCLEIC ACIDS RESEARCH, 2005, 33 (07) :2290-2301