In silico promoters: modelling of cis-regulatory context facilitates target prediction

被引:5
作者
Venter, Mauritz [1 ]
Warnich, Louise [1 ]
机构
[1] Univ Stellenbosch, Dept Genet, ZA-7602 Matieland, South Africa
基金
英国医学研究理事会;
关键词
In silico; promoter model; conserved cis-module; target prediction; GENE-EXPRESSION; FUNCTIONAL GENOMICS; BINDING SITES; TRANSCRIPTION; SEQUENCE; IDENTIFICATION; ELEMENTS; DISCOVERY; BIOINFORMATICS; REPRESENTATION;
D O I
10.1111/j.1582-4934.2008.00371.x
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Elucidation of gene regulatory complexity holds much promise towards aiding therapeutic interventions in medical research. It has become progressively more evident that the characterization of highly conserved regulatory modules within promoters may assist in the elucidation of distinct cis-motif and trans-element regulatory interactions, shared in response to stimulus-evoked pathological changes. With special emphasis on the promoter, accurate analyses of cis-motif architecture combined with integrative in silico modelling might serve as a more refined approach for prediction and study of regulatory targets and major regulators governing transcriptional control. In this review, we have highlighted key examples and recent advances implementing in silico promoter models that could serve as essential contributions for future research in molecular medicine.
引用
收藏
页码:270 / 278
页数:9
相关论文
共 58 条
[1]   Quantifying the relationship between co-expression, co-regulation and gene function [J].
Allocco, DJ ;
Kohane, IS ;
Butte, AJ .
BMC BIOINFORMATICS, 2004, 5 (1)
[2]  
BAILEY TL, 1995, MACH LEARN, V21, P51, DOI 10.1007/BF00993379
[3]   Predicting gene expression from sequence [J].
Beer, MA ;
Tavazoie, S .
CELL, 2004, 117 (02) :185-198
[4]   Constructing transcriptional regulatory networks [J].
Blais, A ;
Dynlacht, BD .
GENES & DEVELOPMENT, 2005, 19 (13) :1499-1511
[5]   Predictive modeling of genome-wide mRNA expression: From modules to molecules [J].
Bussemaker, Harmen J. ;
Foat, Barrett C. ;
Ward, Lucas D. .
ANNUAL REVIEW OF BIOPHYSICS AND BIOMOLECULAR STRUCTURE, 2007, 36 :329-347
[6]   The RNA polymerase II core promoter: a key component in the regulation of gene expression [J].
Butler, JEF ;
Kadonaga, JT .
GENES & DEVELOPMENT, 2002, 16 (20) :2583-2592
[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]   Comparative promoter analysis allows de novo identification of specialized cell junction-associated proteins [J].
Cohen, CD ;
Klingenhoff, A ;
Boucherot, A ;
Nitsche, A ;
Henger, A ;
Brunner, B ;
Schmid, H ;
Merkle, M ;
Saleem, MA ;
Koller, KP ;
Werner, T ;
Gröne, HJ ;
Nelson, PJ ;
Kretzler, M .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (15) :5682-5687
[9]   The application of genomic and proteomic technologies in predictive, preventive and personalized medicine [J].
Collins, C. D. ;
Purohit, S. ;
Podolsky, R. H. ;
Zhao, H. S. ;
Schatz, D. ;
Eckenrode, S. E. ;
Yang, P. ;
Hopkins, D. ;
Muir, A. ;
Hoffman, M. ;
McIndoe, R. A. ;
Rewers, M. ;
She, J. X. .
VASCULAR PHARMACOLOGY, 2006, 45 (05) :258-267
[10]   Linking disease-associated genes to regulatory networks via promoter organization [J].
Döhr, S ;
Klingenhoff, A ;
Maier, H ;
de Angelis, MH ;
Werner, T ;
Schneider, R .
NUCLEIC ACIDS RESEARCH, 2005, 33 (03) :864-872