Abstract
Identifying the genome-wide binding sites of transcription factors is important in deciphering transcriptional regulatory networks. ChIP-chip (Chromatin immunoprecipitation combined with microarrays) has been widely used to map transcription factor binding sites in the human genome. However, whole genome ChIP-chip analysis is still technically challenging in vertebrates. We recently developed STAGE as an unbiased method for identifying transcription factor binding sites in the genome. STAGE is conceptually based on SAGE, except that the input is ChIP-enriched DNA. In this study, we implemented an improved sequencing strategy and analysis methods and applied STAGE to map the genomic binding profile of the transcription factor STAT1 after interferon treatment. STAT1 is mainly responsible for mediating the cellular responses to interferons, such as cell proliferation, apoptosis, immune surveillance, and immune responses. We present novel algorithms for STAGE tag analysis to identify enriched loci with high specificity, as verified by quantitative ChIP. STAGE identified several previously unknown STAT1 target genes, many of which are involved in mediating the response to interferon-gamma signaling. STAGE is thus a viable method for identifying the chromosomal targets of transcription factors and generating meaningful biological hypotheses that further our understanding of transcriptional regulatory networks.
MeSH Terms
Algorithms
Chromatin Immunoprecipitation
Chromosome Mapping
Genome, Human
HeLa Cells
Humans
Interferon-gamma/pharmacology
Response Elements
STAT1 Transcription Factor/genetics,metabolism
Sequence Analysis, DNA
Sequence Tagged Sites
Signal Transduction/genetics
Transcription, Genetic/drug effects,genetics
Chemicals
STAT1 Transcription Factor
STAT1 protein, human
Interferon-gamma
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Bhinge Akshay A
Institute for Cellular and Molecular Biology, Center for Systems and Synthetic Biology, Section of Molecular Genetics and Microbiology, University of Texas at Austin, Austin, Texas 78712, USA.
Kim Jonghwan
Euskirchen Ghia M
Snyder Michael
Iyer Vishwanath R
References (28)
28 references, click to expand
-
START: an automated tool for serial analysis of chromatin occupancy data.
Bioinformatics. 2006 Apr 15;22(8):999-1001
PMID: 16500934
-
Apolipoprotein l6, a novel proapoptotic Bcl-2 homology 3-only protein, induces mitochondria-mediated apoptosis in cancer cells.
Mol Cancer Res. 2005 Jan;3(1):21-31
PMID: 15671246
-
Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project.
Nature. 2007 Jun 14;447(7146):799-816
PMID: 17571346
-
Active chromatin domains are defined by acetylation islands revealed by genome-wide mapping.
Genes Dev. 2005 Mar 1;19(5):542-52
PMID: 15706033
-
Identification of the mismatch repair genes PMS2 and MLH1 as p53 target genes by using serial analysis of binding elements.
Proc Natl Acad Sci U S A. 2005 Mar 29;102(13):4813-8
PMID: 15781865
-
Mechanisms of type-I- and type-II-interferon-mediated signalling.
Nat Rev Immunol. 2005 May;5(5):375-86
PMID: 15864272
-
Mapping DNA-protein interactions in large genomes by sequence tag analysis of genomic enrichment.
Nat Methods. 2005 Jan;2(1):47-53
PMID: 15782160
-
Transcriptional regulation and transformation by Myc proteins.
Nat Rev Mol Cell Biol. 2005 Aug;6(8):635-45
PMID: 16064138
-
A high-resolution map of active promoters in the human genome.
Nature. 2005 Aug 11;436(7052):876-80
PMID: 15988478
-
Genome sequencing in microfabricated high-density picolitre reactors.
Nature. 2005 Sep 15;437(7057):376-80
PMID: 16056220
-
Opposing actions of STAT-1 and STAT-3.
Growth Factors. 2005 Sep;23(3):177-82
PMID: 16243709
-
Global changes in STAT target selection and transcription regulation upon interferon treatments.
Genes Dev. 2005 Dec 15;19(24):2953-68
PMID: 16319195
-
A global map of p53 transcription-factor binding sites in the human genome.
Cell. 2006 Jan 13;124(1):207-19
PMID: 16413492
-
The Oct4 and Nanog transcription network regulates pluripotency in mouse embryonic stem cells.
Nat Genet. 2006 Apr;38(4):431-40
PMID: 16518401
-
Complex roles of Stat1 in regulating gene expression.
Oncogene. 2000 May 15;19(21):2619-27
PMID: 10851061
-
Opposing actions of STAT-1 and STAT-3 on the Bcl-2 and Bcl-x promoters.
Cell Death Differ. 2000 Mar;7(3):329-30
PMID: 10866494
-
Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method.
Methods. 2001 Dec;25(4):402-8
PMID: 11846609
-
ZIP kinase triggers apoptosis from nuclear PML oncogenic domains.
Mol Cell Biol. 2003 Sep;23(17):6174-86
PMID: 12917339
-
Distribution of NF-kappaB-binding sites across human chromosome 22.
Proc Natl Acad Sci U S A. 2003 Oct 14;100(21):12247-52
PMID: 14527995
-
STAT-1 alpha and IFN-gamma as modulators of TNF-alpha signaling in macrophages: regulation and functional implications of the TNF receptor 1:STAT-1 alpha complex.
J Immunol. 2003 Nov 15;171(10):5313-9
PMID: 14607933
-
AP-1: a double-edged sword in tumorigenesis.
Nat Rev Cancer. 2003 Nov;3(11):859-68
PMID: 14668816
-
Unbiased mapping of transcription factor binding sites along human chromosomes 21 and 22 points to widespread regulation of noncoding RNAs.
Cell. 2004 Feb 20;116(4):499-509
PMID: 14980218
-
Phage-peptide display identifies the interferon-responsive, death-activated protein kinase family as a novel modifier of MDM2 and p21WAF1.
J Mol Biol. 2004 Mar 12;337(1):115-28
PMID: 15001356
-
High-resolution genome-wide mapping of histone modifications.
Nat Biotechnol. 2004 Aug;22(8):1013-6
PMID: 15235610
-
NCBI Reference Sequence (RefSeq): a curated non-redundant sequence database of genomes, transcripts and proteins.
Nucleic Acids Res. 2005 Jan 1;33(Database issue):D501-4
PMID: 15608248
-
Defining the CREB regulon: a genome-wide analysis of transcription factor regulatory regions.
Cell. 2004 Dec 29;119(7):1041-54
PMID: 15620361
-
Stat1-independent induction of SOCS-3 by interferon-gamma is mediated by sustained activation of Stat3 in mouse embryonic fibroblasts.
Biochem Biophys Res Commun. 2005 Feb 18;327(3):727-33
PMID: 15649407
-
Control of developmental regulators by Polycomb in human embryonic stem cells.
Cell. 2006 Apr 21;125(2):301-13
PMID: 16630818