Recent advances in computational promoter analysis in understanding the transcriptional regulatory network

被引:78
作者
Qiu, P
机构
[1] Schering Plough Corp, Res Inst, Bioinformat Grp, Kenilworth, NJ 07033 USA
[2] Schering Plough Corp, Res Inst, Discovery Technol Dept, Kenilworth, NJ 07033 USA
关键词
transcriptional regulatory network; transcription factor; comparative genomics; phylogenetic footprinting; computational; transcription factor binding site; promoter;
D O I
10.1016/j.bbrc.2003.08.052
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
The computational approach to the study of transcriptional regulation networks has become more attractive and feasible with the rapid accumulation of complete genome sequences and the advance of high-throughput expression profiling technology. In this review, current computational approaches for understanding the transcriptional regulatory network, including promoter prediction, transcription factor binding site identification, combinatorial regulatory elements prediction, and transcription factor target gene identification, are discussed. The role of comparative genomics in transcription regulatory region analysis is also reviewed. (C) 2003 Elsevier Inc. All rights reserved.
引用
收藏
页码:495 / 501
页数:7
相关论文
共 57 条
[1]  
ALTSCHUL SF, 1990, J MOL BIOL, V215, P403, DOI 10.1006/jmbi.1990.9999
[2]  
[Anonymous], ISMB
[3]   cis element/transcription factor analysis (cis/TF):: A method for discovering transcription factor/cis element relationships [J].
Birnbaum, K ;
Benfey, PN ;
Shasha, DE .
GENOME RESEARCH, 2001, 11 (09) :1567-1573
[4]   Discovery of regulatory elements by a computational method for phylogenetic footprinting [J].
Blanchette, M ;
Tompa, M .
GENOME RESEARCH, 2002, 12 (05) :739-748
[5]   Finding motifs using random projections [J].
Buhler, J ;
Tompa, M .
JOURNAL OF COMPUTATIONAL BIOLOGY, 2002, 9 (02) :225-242
[6]   Building a dictionary for genomes: Identification of presumptive regulatory sites by statistical analysis [J].
Bussemaker, HJ ;
Li, H ;
Siggia, ED .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (18) :10096-10100
[7]   Regulatory element detection using correlation with expression [J].
Bussemaker, HJ ;
Li, H ;
Siggia, ED .
NATURE GENETICS, 2001, 27 (02) :167-171
[8]  
COCKERILL PN, 1995, MOL CELL BIOL, V15, P2071
[9]   Computational identification of promoters and first exons in the human genome [J].
Davuluri, RV ;
Grosse, I ;
Zhang, MQ .
NATURE GENETICS, 2001, 29 (04) :412-417
[10]   Genome-wide in silico identification of transcriptional regulators controlling the cell cycle in human cells [J].
Elkon, R ;
Linhart, C ;
Sharan, R ;
Shamir, R ;
Shiloh, Y .
GENOME RESEARCH, 2003, 13 (05) :773-780