Systematic functional characterization of cis-regulatory motifs in human core promoters

被引:48
作者
Sinha, Saurabh [2 ]
Adler, Adam S. [1 ]
Field, Yair [3 ]
Chang, Howard Y. [1 ]
Segal, Eran [3 ]
机构
[1] Stanford Univ, Program Epithelial Biol, Stanford, CA 94305 USA
[2] Univ Illinois, Dept Comp Sci, Urbana, IL 61801 USA
[3] Weizmann Inst Sci, Dept Comp Sci & Appl Math, IL-76100 Rehovot, Israel
关键词
D O I
10.1101/gr.6828808
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
A large number of cis-regulatory motifs involved in transcriptional control have been identified, but the regulatory context and biological processes in which many of them function are unknown. Here, we computationally identify the sets of human core promoters targeted by motifs, and systematically characterize their function by using a robust gene-set-based approach and diverse sources of biological data. We find that the target sets of most motifs contain both genes with similar function and genes that are coregulated in vivo, thereby suggesting both the biological process regulated by the motifs and the conditions in which this regulation may occur. Our analysis also identifies many motifs whose target sets are predicted to be regulated by a common microRNA, suggesting a connection between transcriptional and post-transcriptional control processes. Finally, we predict novel roles for uncharacterized motifs in the regulation of specific biological processes and certain types of human cancer, and experimentally validate four such predictions, suggesting regulatory roles for four uncharacterized motifs in cell cycle progression. Our analysis thus provides a concrete framework for uncovering the biological function of cis-regulatory motifs genome wide.
引用
收藏
页码:477 / 488
页数:12
相关论文
共 42 条
[1]   Genetic regulators of large-scale transcriptional signatures in cancer [J].
Adler, AS ;
Lin, MH ;
Horlings, H ;
Nuyten, DSA ;
van de Vijver, MJ ;
Chang, HY .
NATURE GENETICS, 2006, 38 (04) :421-430
[2]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]   Promoter-specific regulation of MyoD binding and signal transduction cooperate to pattern gene expression [J].
Bergstrom, DA ;
Penn, BH ;
Strand, A ;
Perry, RLS ;
Rudnicki, MA ;
Tapscott, SJ .
MOLECULAR CELL, 2002, 9 (03) :587-600
[5]   Exploiting transcription factor binding site clustering to identify cis-regulatory modules involved in pattern formation in the Drosophila genome [J].
Berman, BP ;
Nibu, Y ;
Pfeiffer, BD ;
Tomancak, P ;
Celniker, SE ;
Levine, M ;
Rubin, GM ;
Eisen, MB .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (02) :757-762
[6]   Genome-wide computational prediction of transcriptional regulatory modules reveals new insights into human gene expression [J].
Blanchette, M ;
Bataille, AR ;
Chen, XY ;
Poitras, C ;
Laganière, J ;
Lefèbvre, C ;
Deblois, G ;
Giguère, V ;
Ferretti, V ;
Bergeron, D ;
Coulombe, B ;
Robert, FO .
GENOME RESEARCH, 2006, 16 (05) :656-668
[7]   A systematic model to predict transcriptional regulatory mechanisms based on over representation of transcription factor binding profiles [J].
Chang, LW ;
Nagarajan, R ;
Magee, JA ;
Milbrandt, J ;
Stormo, GD .
GENOME RESEARCH, 2006, 16 (03) :405-413
[8]   Finding functional features in Saccharomyces genomes by phylogenetic footprinting [J].
Cliften, P ;
Sudarsanam, P ;
Desikan, A ;
Fulton, L ;
Fulton, B ;
Majors, J ;
Waterston, R ;
Cohen, BA ;
Johnston, M .
SCIENCE, 2003, 301 (5629) :71-76
[9]   Transcriptional regulation: Cancer, neurons and the REST [J].
Coulson, JM .
CURRENT BIOLOGY, 2005, 15 (17) :R665-R668
[10]  
Cutroneo KR, 2006, CRIT REV EUKAR GENE, V16, P23