Literature DB >> 18311145

Systematic identification of mammalian regulatory motifs' target genes and functions.

Jason B Warner1, Anthony A Philippakis, Savina A Jaeger, Fangxue Sherry He, Jolinta Lin, Martha L Bulyk.   

Abstract

We developed an algorithm, Lever, that systematically maps metazoan DNA regulatory motifs or motif combinations to sets of genes. Lever assesses whether the motifs are enriched in cis-regulatory modules (CRMs), predicted by our PhylCRM algorithm, in the noncoding sequences surrounding the genes. Lever analysis allows unbiased inference of functional annotations to regulatory motifs and candidate CRMs. We used human myogenic differentiation as a model system to statistically assess greater than 25,000 pairings of gene sets and motifs or motif combinations. We assigned functional annotations to candidate regulatory motifs predicted previously and identified gene sets that are likely to be co-regulated via shared regulatory motifs. Lever allows moving beyond the identification of putative regulatory motifs in mammalian genomes, toward understanding their biological roles. This approach is general and can be applied readily to any cell type, gene expression pattern or organism of interest.

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Year:  2008        PMID: 18311145      PMCID: PMC2708972          DOI: 10.1038/nmeth.1188

Source DB:  PubMed          Journal:  Nat Methods        ISSN: 1548-7091            Impact factor:   28.547


  29 in total

1.  Evidence for stabilizing selection in a eukaryotic enhancer element.

Authors:  M Z Ludwig; C Bergman; N H Patel; M Kreitman
Journal:  Nature       Date:  2000-02-03       Impact factor: 49.962

2.  Opposing functions of ATF2 and Fos-like transcription factors in c-Jun-mediated myogenin expression and terminal differentiation of avian myoblasts.

Authors:  L Daury; M Busson; N Tourkine; F Casas; I Cassar-Malek; C Wrutniak-Cabello; M Castellazzi; G Cabello
Journal:  Oncogene       Date:  2001-11-29       Impact factor: 9.867

3.  Exploring the DNA-binding specificities of zinc fingers with DNA microarrays.

Authors:  M L Bulyk; X Huang; Y Choo; G M Church
Journal:  Proc Natl Acad Sci U S A       Date:  2001-06-12       Impact factor: 11.205

Review 4.  Role of MADS box proteins and their cofactors in combinatorial control of gene expression and cell development.

Authors:  Francine Messenguy; Evelyne Dubois
Journal:  Gene       Date:  2003-10-16       Impact factor: 3.688

5.  Characterizing gene sets with FuncAssociate.

Authors:  Gabriel F Berriz; Oliver D King; Barbara Bryant; Chris Sander; Frederick P Roth
Journal:  Bioinformatics       Date:  2003-12-12       Impact factor: 6.937

6.  Requirement for down-regulation of the CCAAT-binding activity of the NF-Y transcription factor during skeletal muscle differentiation.

Authors:  Aymone Gurtner; Isabella Manni; Paola Fuschi; Roberto Mantovani; Fiorella Guadagni; Ada Sacchi; Giulia Piaggio
Journal:  Mol Biol Cell       Date:  2003-04-04       Impact factor: 4.138

7.  Myocardin and ternary complex factors compete for SRF to control smooth muscle gene expression.

Authors:  Zhigao Wang; Da-Zhi Wang; Dirk Hockemeyer; John McAnally; Alfred Nordheim; Eric N Olson
Journal:  Nature       Date:  2004-03-11       Impact factor: 49.962

8.  PGC-1alpha-responsive genes involved in oxidative phosphorylation are coordinately downregulated in human diabetes.

Authors:  Vamsi K Mootha; Cecilia M Lindgren; Karl-Fredrik Eriksson; Aravind Subramanian; Smita Sihag; Joseph Lehar; Pere Puigserver; Emma Carlsson; Martin Ridderstråle; Esa Laurila; Nicholas Houstis; Mark J Daly; Nick Patterson; Jill P Mesirov; Todd R Golub; Pablo Tamayo; Bruce Spiegelman; Eric S Lander; Joel N Hirschhorn; David Altshuler; Leif C Groop
Journal:  Nat Genet       Date:  2003-07       Impact factor: 38.330

Review 9.  Computational prediction of transcription-factor binding site locations.

Authors:  Martha L Bulyk
Journal:  Genome Biol       Date:  2003-12-23       Impact factor: 13.583

10.  MONKEY: identifying conserved transcription-factor binding sites in multiple alignments using a binding site-specific evolutionary model.

Authors:  Alan M Moses; Derek Y Chiang; Daniel A Pollard; Venky N Iyer; Michael B Eisen
Journal:  Genome Biol       Date:  2004-11-30       Impact factor: 13.583

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  57 in total

1.  LOESS correction for length variation in gene set-based genomic sequence analysis.

Authors:  Anton Aboukhalil; Martha L Bulyk
Journal:  Bioinformatics       Date:  2012-04-05       Impact factor: 6.937

2.  New meta-analysis tools reveal common transcriptional regulatory basis for multiple determinants of behavior.

Authors:  Seth A Ament; Charles A Blatti; Cedric Alaux; Marsha M Wheeler; Amy L Toth; Yves Le Conte; Greg J Hunt; Ernesto Guzmán-Novoa; Gloria Degrandi-Hoffman; Jose Luis Uribe-Rubio; Gro V Amdam; Robert E Page; Sandra L Rodriguez-Zas; Gene E Robinson; Saurabh Sinha
Journal:  Proc Natl Acad Sci U S A       Date:  2012-06-12       Impact factor: 11.205

Review 3.  Validating, augmenting and refining genome-wide association signals.

Authors:  John P A Ioannidis; Gilles Thomas; Mark J Daly
Journal:  Nat Rev Genet       Date:  2009-05       Impact factor: 53.242

Review 4.  Discovery and verification of functional single nucleotide polymorphisms in regulatory genomic regions: current and developing technologies.

Authors:  Brian N Chorley; Xuting Wang; Michelle R Campbell; Gary S Pittman; Maher A Noureddine; Douglas A Bell
Journal:  Mutat Res       Date:  2008-05-04       Impact factor: 2.433

5.  ChIPs and regulatory bits.

Authors:  Xin He; Saurabh Sinha
Journal:  Nat Biotechnol       Date:  2010-02       Impact factor: 54.908

6.  Rainbow Enhancers Regulate Restrictive Transcription in Teleost Green, Red, and Blue Cones.

Authors:  Wei Fang; Chuanyu Guo; Xiangyun Wei
Journal:  J Neurosci       Date:  2017-02-13       Impact factor: 6.167

7.  Functional characterization of transcription factor motifs using cross-species comparison across large evolutionary distances.

Authors:  Jaebum Kim; Ryan Cunningham; Brian James; Stefan Wyder; Joshua D Gibson; Oliver Niehuis; Evgeny M Zdobnov; Hugh M Robertson; Gene E Robinson; John H Werren; Saurabh Sinha
Journal:  PLoS Comput Biol       Date:  2010-01-29       Impact factor: 4.475

8.  Motif Enrichment Analysis: a unified framework and an evaluation on ChIP data.

Authors:  Robert C McLeay; Timothy L Bailey
Journal:  BMC Bioinformatics       Date:  2010-04-01       Impact factor: 3.169

9.  Robust target gene discovery through transcriptome perturbations and genome-wide enhancer predictions in Drosophila uncovers a regulatory basis for sensory specification.

Authors:  Stein Aerts; Xiao-Jiang Quan; Annelies Claeys; Marina Naval Sanchez; Phillip Tate; Jiekun Yan; Bassem A Hassan
Journal:  PLoS Biol       Date:  2010-07-27       Impact factor: 8.029

Review 10.  Integrating sequence, evolution and functional genomics in regulatory genomics.

Authors:  Martin Vingron; Alvis Brazma; Richard Coulson; Jacques van Helden; Thomas Manke; Kimmo Palin; Olivier Sand; Esko Ukkonen
Journal:  Genome Biol       Date:  2009-01-30       Impact factor: 13.583

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