Genomic approaches towards finding cis-regulatory modules in animals

被引:152
|
作者
Hardison, Ross C. [1 ]
Taylor, James [2 ,3 ]
机构
[1] Penn State Univ, Wartik Lab 304, Ctr Comparat Genom & Bioinformat, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
[2] Emory Univ, Dept Biol, O Wayne Rollins Res Ctr, Atlanta, GA 30322 USA
[3] Emory Univ, Dept Math & Comp Sci, O Wayne Rollins Res Ctr, Atlanta, GA 30322 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; CONSERVED NONCODING SEQUENCES; LOCUS-CONTROL REGION; WIDE ANALYSIS; IN-VIVO; STATISTICAL SIGNIFICANCE; FUNCTIONAL ELEMENTS; EVOLUTIONARY CONSTRAINT; ENHANCER BLOCKING; GENE-EXPRESSION;
D O I
10.1038/nrg3242
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Differential gene expression is the fundamental mechanism underlying animal development and cell differentiation. However, it is a challenge to identify comprehensively and accurately the DNA sequences that are required to regulate gene expression: namely, cis-regulatory modules (CRMs). Three major features, either singly or in combination, are used to predict CRMs: clusters of transcription factor binding site motifs, non-coding DNA that is under evolutionary constraint and biochemical marks associated with CRMs, such as histone modifications and protein occupancy. The validation rates for predictions indicate that identifying diagnostic biochemical marks is the most reliable method, and understanding is enhanced by the analysis of motifs and conservation patterns within those predicted CRMs.
引用
收藏
页码:469 / 483
页数:15
相关论文
共 50 条
  • [31] ModuleDigger: an itemset mining framework for the detection of cis-regulatory modules
    Hong Sun
    Tijl De Bie
    Valerie Storms
    Qiang Fu
    Thomas Dhollander
    Karen Lemmens
    Annemieke Verstuyf
    Bart De Moor
    Kathleen Marchal
    [J]. BMC Bioinformatics, 10
  • [32] The endoderm specification, a view from the foxa cis-regulatory modules
    de-Leon, Smadar Ben-Tabou
    Davidson, Eric H.
    [J]. DEVELOPMENTAL BIOLOGY, 2009, 331 (02) : 435 - 435
  • [33] Organizing combinatorial transcription factor recruitment at cis-regulatory modules
    Dubois-Chevalier, Julie
    Mazrooei, Parisa
    Lupien, Mathieu
    Staels, Bart
    Lefebvre, Philippe
    Eeckhoute, Jerome
    [J]. TRANSCRIPTION-AUSTIN, 2018, 9 (04): : 233 - 239
  • [34] Studying the functional conservation of cis-regulatory modules and their transcriptional output
    Denis C Bauer
    Timothy L Bailey
    [J]. BMC Bioinformatics, 9
  • [35] Studying the functional conservation of cis-regulatory modules and their transcriptional output
    Bauer, Denis C.
    Bailey, Timothy L.
    [J]. BMC BIOINFORMATICS, 2008, 9 (1)
  • [36] Sequence turnover and tandem repeats in cis-regulatory modules in Drosophila
    Sinha, S
    Siggia, ED
    [J]. MOLECULAR BIOLOGY AND EVOLUTION, 2005, 22 (04) : 874 - 885
  • [37] Experimental validation of predicted mammalian erythroid cis-regulatory modules
    Wang, Hao
    Zhang, Ying
    Cheng, Yong
    Zhou, Yuepin
    King, David C.
    Taylor, James
    Chiaromonte, Francesca
    Kasturi, Jyotsna
    Petrykowska, Hanna
    Gibb, Brian
    Dorman, Christine
    Miller, Webb
    Dore, Louis C.
    Welch, John
    Weiss, Mitchell J.
    Hardison, Ross C.
    [J]. GENOME RESEARCH, 2006, 16 (12) : 1480 - 1492
  • [38] Accurate prediction of cis-regulatory modules reveals a prevalent regulatory genome of humans
    Ni, Pengyu
    Su, Zhengchang
    [J]. NAR GENOMICS AND BIOINFORMATICS, 2021, 3 (02)
  • [39] New computational approaches for analysis of cis-regulatory networks
    Brown, CT
    Rust, AG
    Clarke, PJC
    Pan, Z
    Schilstra, MJ
    De Buysscher, T
    Griffin, G
    Wold, BJ
    Cameron, RA
    Davidson, EH
    Bolouri, H
    [J]. DEVELOPMENTAL BIOLOGY, 2002, 246 (01) : 86 - 102
  • [40] Towards a map of cis-regulatory sequences in the human genome
    Niu, Meng
    Tabari, Ehsan
    Ni, Pengyu
    Su, Zhengchang
    [J]. NUCLEIC ACIDS RESEARCH, 2018, 46 (11) : 5395 - 5409