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PMID: 12712249 Published · ppublish English Journal Article Review

In silico identification of metazoan transcriptional regulatory regions.

Die Naturwissenschaften ·Vol. 90 ·No. 4 ·2003-04-00 ·Pages 156-66

Wasserman WW, Krivan W

Abstract

Transcriptional regulation remains one of the most intriguing and challenging subjects in biomedical research. The catalysis of transcription is a clear example of multiple proteins interacting to orchestrate a biological process, offering a starting point for the study of biological systems. Transcriptional regulation is viewed as one of the principal mechanisms governing the spatial and temporal distribution of gene expression, thus the field of transcriptional regulation provides a natural stage for quantitative studies of multiple gene systems. Building on the body of focused experimental studies and new genomics-driven data, computational biologists are making significant strides in accelerating our understanding of the transcriptional regulatory process in metazoan cells. Recent advances in the computational analysis of the interplay between factors have been fueled by well-defined computational methods for the modeling of the binding of individual transcription factors. We present here an overview of advances in the analysis of regulatory systems and the fundamental methods that underlie the recent developments.

MeSH Terms
Animals Base Sequence Binding Sites Chromatin/genetics Gene Expression Regulation Humans Terminology as Topic Transcription Factors/metabolism Transcription, Genetic
Chemicals
Chromatin Transcription Factors
Authors & Affiliations
2 authors, click to expand affiliations / ORCID
Wasserman Wyeth W
Centre for Molecular Medicine and Therapeutics, University of British Columbia, 950 West 28th Avenue, Vancouver, BC, V5Z 4H4, Canada. [email protected]
Krivan William
References (102)
102 references, click to expand
  1. ANN-Spec: a method for discovering transcription factor binding sites with improved specificity.
    Pac Symp Biocomput. 2000;:467-78 PMID: 10902194
  2. Extracting regulatory sites from the upstream region of yeast genes by computational analysis of oligonucleotide frequencies.
    J Mol Biol. 1998 Sep 4;281(5):827-42 PMID: 9719638
  3. The biology of eukaryotic promoter prediction--a review.
    Comput Chem. 1999 Jun 15;23(3-4):191-207 PMID: 10404615
  4. Genome-wide location and function of DNA binding proteins.
    Science. 2000 Dec 22;290(5500):2306-9 PMID: 11125145
  5. DNA binding sites: representation and discovery.
    Bioinformatics. 2000 Jan;16(1):16-23 PMID: 10812473
  6. Consensus promoter identification in the human genome utilizing expressed gene markers and gene modeling.
    Genome Res. 2002 Mar;12(3):462-9 PMID: 11875035
  7. Phylogenetic footprinting of transcription factor binding sites in proteobacterial genomes.
    Nucleic Acids Res. 2001 Feb 1;29(3):774-82 PMID: 11160901
  8. Mechanism of protein access to specific DNA sequences in chromatin: a dynamic equilibrium model for gene regulation.
    J Mol Biol. 1995 Nov 24;254(2):130-49 PMID: 7490738
  9. The glucocorticoid receptor: rapid exchange with regulatory sites in living cells.
    Science. 2000 Feb 18;287(5456):1262-5 PMID: 10678832
  10. In silico prediction of scaffold/matrix attachment regions in large genomic sequences.
    Genome Res. 2002 Feb;12(2):349-54 PMID: 11827955
  11. Computer-assisted identification of cell cycle-related genes: new targets for E2F transcription factors.
    J Mol Biol. 2001 May 25;309(1):99-120 PMID: 11491305
  12. Transcription initiation from TATA-less promoters within eukaryotic protein-coding genes.
    Biochim Biophys Acta. 1997 Mar 20;1351(1-2):73-88 PMID: 9116046
  13. Eukaryotic promoter recognition.
    Genome Res. 1997 Sep;7(9):861-78 PMID: 9314492
  14. Glucocorticoid receptor transcriptional activity determined by spacing of receptor and nonreceptor DNA sites.
    J Biol Chem. 1998 Nov 13;273(46):30081-5 PMID: 9804760
  15. Conservation of DNA regulatory motifs and discovery of new motifs in microbial genomes.
    Genome Res. 2000 Jun;10(6):744-57 PMID: 10854408
  16. Identifying target sites for cooperatively binding factors.
    Bioinformatics. 2001 Jul;17(7):608-21 PMID: 11448879
  17. Human-mouse genome comparisons to locate regulatory sites.
    Nat Genet. 2000 Oct;26(2):225-8 PMID: 11017083
  18. Coordinate positioning of MEF2 and myogenin binding sites.
    Gene. 1996 Jun 12;172(1):GC19-32 PMID: 8654964
  19. Estrogen receptor (ER)-alpha, but not ER-beta, mediates regulation of the insulin-like growth factor I gene by antiestrogens.
    J Biol Chem. 2001 Sep 21;276(38):35444-9 PMID: 11457856
  20. Quantitative prediction of NF-kappa B DNA-protein interactions.
    Proc Natl Acad Sci U S A. 2002 Jun 11;99(12):8167-72 PMID: 12048232
  21. Identification of transcription factor binding sites in the human genome sequence.
    Mamm Genome. 2002 Sep;13(9):510-4 PMID: 12370781
  22. Regulation of adjacent yeast genes.
    Trends Genet. 2000 Mar;16(3):109-11 PMID: 10689350
  23. Nucleosome positioning by the winged helix transcription factor HNF3.
    Genes Dev. 1998 Jan 1;12(1):5-10 PMID: 9420326
  24. The evolution of DNA regulatory regions for proteo-gamma bacteria by interspecies comparisons.
    Genome Res. 2002 Feb;12(2):298-308 PMID: 11827949
  25. Models for prediction and recognition of eukaryotic promoters.
    Mamm Genome. 1999 Feb;10(2):168-75 PMID: 9922398
  26. Promoter prediction in the human genome.
    Bioinformatics. 2001;17 Suppl 1:S90-6 PMID: 11472997
  27. Identification of positive and negative regulatory elements of the human cytochrome P4501A2 (CYP1A2) gene.
    Arch Biochem Biophys. 1997 Feb 15;338(2):220-6 PMID: 9028875
  28. Eukaryotic transcription: an interlaced network of transcription factors and chromatin-modifying machines.
    Cell. 1998 Feb 6;92(3):307-13 PMID: 9476891
  29. Clustering of housekeeping genes provides a unified model of gene order in the human genome.
    Nat Genet. 2002 Jun;31(2):180-3 PMID: 11992122
  30. rVista for comparative sequence-based discovery of functional transcription factor binding sites.
    Genome Res. 2002 May;12(5):832-9 PMID: 11997350
  31. High-throughput SELEX SAGE method for quantitative modeling of transcription-factor binding sites.
    Nat Biotechnol. 2002 Aug;20(8):831-5 PMID: 12101405
  32. Identification and analysis of eukaryotic promoters: recent computational approaches.
    Trends Genet. 2001 Feb;17(2):56-60 PMID: 11173099
  33. Transcriptional augmentation: modulation of gene expression by scaffold/matrix-attached regions (S/MAR elements).
    Crit Rev Eukaryot Gene Expr. 2000;10(1):73-90 PMID: 10813396
  34. Enrichment of regulatory signals in conserved non-coding genomic sequence.
    Bioinformatics. 2001 Oct;17(10):871-7 PMID: 11673231
  35. Orchestrated response: a symphony of transcription factors for gene control.
    Genes Dev. 2000 Oct 15;14(20):2551-69 PMID: 11040209
  36. Computational detection and location of transcription start sites in mammalian genomic DNA.
    Genome Res. 2002 Mar;12(3):458-61 PMID: 11875034
  37. Specificity, free energy and information content in protein-DNA interactions.
    Trends Biochem Sci. 1998 Mar;23(3):109-13 PMID: 9581503
  38. An expectation maximization (EM) algorithm for the identification and characterization of common sites in unaligned biopolymer sequences.
    Proteins. 1990;7(1):41-51 PMID: 2184437
  39. From bioinformatics to computational biology.
    Genome Res. 2000 Sep;10(9):1277-9 PMID: 10984445
  40. Detecting subtle sequence signals: a Gibbs sampling strategy for multiple alignment.
    Science. 1993 Oct 8;262(5131):208-14 PMID: 8211139
  41. Building a dictionary for genomes: identification of presumptive regulatory sites by statistical analysis.
    Proc Natl Acad Sci U S A. 2000 Aug 29;97(18):10096-100 PMID: 10944202
  42. Chromosome territories, interchromatin domain compartment, and nuclear matrix: an integrated view of the functional nuclear architecture.
    Crit Rev Eukaryot Gene Expr. 2000;10(2):179-212 PMID: 11186332
  43. Statistical significance of clusters of motifs represented by position specific scoring matrices in nucleotide sequences.
    Nucleic Acids Res. 2002 Jul 15;30(14):3214-24 PMID: 12136103
  44. A statistical model for locating regulatory regions in genomic DNA.
    J Mol Biol. 1997 Apr 25;268(1):8-14 PMID: 9149136
  45. The spatial organization of human chromosomes within the nuclei of normal and emerin-mutant cells.
    Hum Mol Genet. 2001 Feb 1;10(3):211-9 PMID: 11159939
  46. Sequence and position-dependence of the equilibrium accessibility of nucleosomal DNA target sites.
    J Mol Biol. 2000 Mar 3;296(4):979-87 PMID: 10686097
  47. Exploiting transcription factor binding site clustering to identify cis-regulatory modules involved in pattern formation in the Drosophila genome.
    Proc Natl Acad Sci U S A. 2002 Jan 22;99(2):757-62 PMID: 11805330
  48. Computational identification of promoters and first exons in the human genome.
    Nat Genet. 2001 Dec;29(4):412-7 PMID: 11726928
  49. Genome-wide analysis of clustered Dorsal binding sites identifies putative target genes in the Drosophila embryo.
    Proc Natl Acad Sci U S A. 2002 Jan 22;99(2):763-8 PMID: 11752406
  50. Twenty-five years of the nucleosome, fundamental particle of the eukaryote chromosome.
    Cell. 1999 Aug 6;98(3):285-94 PMID: 10458604
  51. Involvement of Sp1 in the transcriptional regulation of the rat insulin-like growth factor-1 gene.
    Mol Cell Endocrinol. 2000 Jun;164(1-2):205-18 PMID: 11026572
  52. Deciphering genetic regulatory codes: a challenge for functional genomics.
    Proc Natl Acad Sci U S A. 2002 Jan 22;99(2):546-8 PMID: 11805309
  53. Organization of human cardiovascular-expressed genes on chromosomes 21 and 22.
    J Mol Cell Cardiol. 2001 Mar;33(3):587-91 PMID: 11181026
  54. Computation-based discovery of related transcriptional regulatory modules and motifs using an experimentally validated combinatorial model.
    Genome Res. 2002 Jul;12(7):1019-28 PMID: 12097338
  55. Genes regulated cooperatively by one or more transcription factors and their identification in whole eukaryotic genomes.
    Bioinformatics. 1999 Oct;15(10):776-84 PMID: 10705431
  56. A computational analysis of whole-genome expression data reveals chromosomal domains of gene expression.
    Nat Genet. 2000 Oct;26(2):183-6 PMID: 11017073
  57. Multiprotein-DNA complexes in transcriptional regulation.
    Annu Rev Biophys Biomol Struct. 1999;28:29-56 PMID: 10410794
  58. Analysis of the distribution of binding sites for a tissue-specific transcription factor in the vertebrate genome.
    J Mol Biol. 1997 Feb 21;266(2):231-45 PMID: 9047360
  59. Experimentally determined weight matrix definitions of the initiator and TBP binding site elements of promoters.
    Nucleic Acids Res. 1996 Apr 15;24(8):1531-9 PMID: 8628688
  60. 25 years after the nucleosome model: chromatin modifications.
    Trends Biochem Sci. 2000 Dec;25(12):619-23 PMID: 11116189
  61. First pass annotation of promoters on human chromosome 22.
    Genome Res. 2001 Mar;11(3):333-40 PMID: 11230158
  62. Functional architecture in the cell nucleus.
    Biochem J. 2001 Jun 1;356(Pt 2):297-310 PMID: 11368755
  63. The hardwiring of development: organization and function of genomic regulatory systems.
    Development. 1997 May;124(10):1851-64 PMID: 9169833
  64. Mining genome databases to identify and understand new gene regulatory systems.
    Curr Opin Microbiol. 2002 Apr;5(2):149-53 PMID: 11934610
  65. Nucleotides of transcription factor binding sites exert interdependent effects on the binding affinities of transcription factors.
    Nucleic Acids Res. 2002 Mar 1;30(5):1255-61 PMID: 11861919
  66. Large clusters of co-expressed genes in the Drosophila genome.
    Nature. 2002 Dec 12;420(6916):666-9 PMID: 12478293
  67. Chromatin domains and nuclear compartments: establishing sites of gene expression in eukaryotic nuclei.
    Mol Biol Rep. 1997 Aug;24(3):209-20 PMID: 9291094
  68. An exact algorithm to identify motifs in orthologous sequences from multiple species.
    Proc Int Conf Intell Syst Mol Biol. 2000;8:37-45 PMID: 10977064
  69. CpG islands in vertebrate genomes.
    J Mol Biol. 1987 Jul 20;196(2):261-82 PMID: 3656447
  70. Chromosome territories, nuclear architecture and gene regulation in mammalian cells.
    Nat Rev Genet. 2001 Apr;2(4):292-301 PMID: 11283701
  71. A model for the cooperative binding of eukaryotic regulatory proteins to nucleosomal target sites.
    J Mol Biol. 1996 May 24;258(5):800-12 PMID: 8637011
  72. Predicting gene regulatory elements in silico on a genomic scale.
    Genome Res. 1998 Nov;8(11):1202-15 PMID: 9847082
  73. Discovery of regulatory elements by a computational method for phylogenetic footprinting.
    Genome Res. 2002 May;12(5):739-48 PMID: 11997340
  74. Characterization of the aldolase B intronic enhancer.
    J Biol Chem. 1998 Sep 25;273(39):25237-43 PMID: 9737987
  75. Review: chromatin structural features and targets that regulate transcription.
    J Struct Biol. 2000 Apr;129(2-3):102-22 PMID: 10806063
  76. Cytochromes P450 11: expression of the CYP19 (aromatase) gene: an unusual case of alternative promoter usage.
    FASEB J. 1997 Jan;11(1):29-36 PMID: 9034163
  77. Quantitative discrimination of MEF2 sites.
    Mol Cell Biol. 1996 Jan;16(1):437-41 PMID: 8524326
  78. Discovery and modeling of transcriptional regulatory regions.
    Curr Opin Biotechnol. 2000 Feb;11(1):19-24 PMID: 10679343
  79. Genomic binding sites of the yeast cell-cycle transcription factors SBF and MBF.
    Nature. 2001 Jan 25;409(6819):533-8 PMID: 11206552
  80. Exploring genetic regulatory networks in metazoan development: methods and models.
    Physiol Genomics. 2002 Sep 03;10(3):131-43 PMID: 12209016
  81. Factors influencing the identification of transcription factor binding sites by cross-species comparison.
    Genome Res. 2002 Oct;12(10):1523-32 PMID: 12368244
  82. INCLUSive: integrated clustering, upstream sequence retrieval and motif sampling.
    Bioinformatics. 2002 Feb;18(2):331-2 PMID: 11847086
  83. Computational detection of genomic cis-regulatory modules applied to body patterning in the early Drosophila embryo.
    BMC Bioinformatics. 2002 Oct 24;3:30 PMID: 12398796
  84. Additivity in protein-DNA interactions: how good an approximation is it?
    Nucleic Acids Res. 2002 Oct 15;30(20):4442-51 PMID: 12384591
  85. A comparative genomics approach to prediction of new members of regulons.
    Genome Res. 2001 Apr;11(4):566-84 PMID: 11282972
  86. Identification of regulatory regions which confer muscle-specific gene expression.
    J Mol Biol. 1998 Apr 24;278(1):167-81 PMID: 9571041
  87. Sequence logos: a new way to display consensus sequences.
    Nucleic Acids Res. 1990 Oct 25;18(20):6097-100 PMID: 2172928
  88. Spatial arrangement of genes, centromeres and chromosomes in human blood cell nuclei and its changes during the cell cycle, differentiation and after irradiation.
    Chromosome Res. 2000;8(6):487-99 PMID: 11032319
  89. A predictive model for regulatory sequences directing liver-specific transcription.
    Genome Res. 2001 Sep;11(9):1559-66 PMID: 11544200
  90. A Gibbs sampling method to detect overrepresented motifs in the upstream regions of coexpressed genes.
    J Comput Biol. 2002;9(2):447-64 PMID: 12015892
  91. Predicting transcription factor synergism.
    Nucleic Acids Res. 2002 Oct 1;30(19):4278-84 PMID: 12364607
  92. Finding DNA regulatory motifs within unaligned noncoding sequences clustered by whole-genome mRNA quantitation.
    Nat Biotechnol. 1998 Oct;16(10 ):939-45 PMID: 9788350
  93. Weight matrix descriptions of four eukaryotic RNA polymerase II promoter elements derived from 502 unrelated promoter sequences.
    J Mol Biol. 1990 Apr 20;212(4):563-78 PMID: 2329577
  94. Chromosomal clustering of muscle-expressed genes in Caenorhabditis elegans.
    Nature. 2002 Aug 29;418(6901):975-9 PMID: 12214599
  95. Identification of a coordinate regulator of interleukins 4, 13, and 5 by cross-species sequence comparisons.
    Science. 2000 Apr 7;288(5463):136-40 PMID: 10753117
  96. The human transcriptome map: clustering of highly expressed genes in chromosomal domains.
    Science. 2001 Feb 16;291(5507):1289-92 PMID: 11181992
  97. Joint modeling of DNA sequence and physical properties to improve eukaryotic promoter recognition.
    Bioinformatics. 2001;17 Suppl 1:S199-206 PMID: 11473010
  98. Nucleosome formation potential of eukaryotic DNA: calculation and promoters analysis.
    Bioinformatics. 2001 Nov;17(11):998-1010 PMID: 11724728
  99. Evolution of transcriptional regulation.
    Curr Opin Genet Dev. 2000 Oct;10(5):575-9 PMID: 10980438
  100. Detection of cis-element clusters in higher eukaryotic DNA.
    Bioinformatics. 2001 Oct;17(10):878-89 PMID: 11673232
  101. Functional promoter modules can be detected by formal models independent of overall nucleotide sequence similarity.
    Bioinformatics. 1999 Mar;15(3):180-6 PMID: 10222404
  102. A novel method to develop highly specific models for regulatory units detects a new LTR in GenBank which contains a functional promoter.
    J Mol Biol. 1997 Aug 1;270(5):674-87 PMID: 9245596
Article Info
Journal
Die Naturwissenschaften
Abbr.
Naturwissenschaften
ISSN
0028-1042
Published
2003-04-00
Epub
2003-00-27
Pages
156-66
Language
English
Region
Germany
NLM ID
0400767
Subset
IM
Analysis Services
Analysis Services

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