Advertisement

Abstract

In vivo protein-DNA interactions connect each transcription factor with its direct targets to form a gene network scaffold. To map these protein-DNA interactions comprehensively across entire mammalian genomes, we developed a large-scale chromatin immunoprecipitation assay (ChIPSeq) based on direct ultrahigh-throughput DNA sequencing. This sequence census method was then used to map in vivo binding of the neuron-restrictive silencer factor (NRSF; also known as REST, for repressor element–1 silencing transcription factor) to 1946 locations in the human genome. The data display sharp resolution of binding position [±50 base pairs (bp)], which facilitated our finding motifs and allowed us to identify noncanonical NRSF-binding motifs. These ChIPSeq data also have high sensitivity and specificity [ROC (receiver operator characteristic) area ≥ 0.96] and statistical confidence (P <10–4), properties that were important for inferring new candidate interactions. These include key transcription factors in the gene network that regulates pancreatic islet cell development.

Get full access to this article

View all available purchase options and get full access to this article.

Supplementary Material

File (johnson-som.revision1.pdf)
File (johnson.som-5-30.pdf)

References and Notes

1
T. H. Kim, B. Ren, Annu. Rev. Genom. Hum. Genet.7, 81 (2006).
2
ENCODE Project Consortium, Science306, 636 (2004).
3
S. Impey et al., Cell119, 1041 (2004).
4
C. L. Wei et al., Cell124, 207 (2006).
5
Materials and methods are available as supporting material on Science Online.
6
N. Ballas, G. Mandel, Curr. Opin. Neurobiol.15, 500 (2005).
7
A. Mortazavi, E. C. Thompson, S. T. Garcia, R. M. Myers, B. Wold, Genome Res.16, 1208 (2006).
8
C. J. Schoenherr, A. J. Paquette, D. J. Anderson, Proc. Natl. Acad. Sci. U.S.A.93, 9881 (1996).
9
A. W. Bruce et al., Proc. Natl. Acad. Sci. U.S.A.101, 10458 (2004).
10
C. Zhang et al., Nucleic Acids Res.34, 2238 (2006).
11
J. Wu, X. Xie, Genome Biol.7, R85 (2006).
12
Z. F. Chen, A. J. Paquette, D. J. Anderson, Nat. Genet.20, 136 (1998).
13
Solexa sequencing technology, www.illumina.com/pages.ilmn?ID=203.
14
ChIPSeq peak finder, available at http://woldlab.caltech.edu.
15
V. V. Lunyak et al., Science298, 1747 (2002).
16
S. Cawley et al., Cell116, 499 (2004).
17
N. C. Jones, P. A. Pevzner, Bioinformatics22, e236 (2006).
18
T. L. Bailey, C. Elkan, Mach. Learn.21, 51 (1995).
19
E. Peisach, C. O. Pabo, J. Mol. Biol.330, 1 (2003).
20
N. Ballas, C. Grunseich, D. D. Lu, J. C. Speh, G. Mandel, Cell121, 645 (2005).
21
M. Yeo et al., Science307, 596 (2005).
22
S. Huntley et al., Genome Res.16, 669 (2006).
23
E. H. Davidson, The Regulatory Genome: Gene Regulatory Networks in Development and Evolution (Academic Press/Elsevier, San Diego, CA, 2006).
24
J. Gaudet, S. E. Mango, Science295, 821 (2002).
25
F. Atouf, P. Czernichow, R. Scharfmann, J. Biol. Chem.272, 1929 (1997).
26
Web-based sequence logo generating application; Weblogo.berkeley.edu.
27
We thank G. Schroth and his group at Solexa/Illumina, Inc., for access to the sequencing platform, without which this work would not have been possible. We thank B. Anton, L. Nguyen, C. Medina, and L. Tsavaler for outstanding experimental work and K. F. McCue for invaluable counsel on statistical analyses. We are grateful to D. Anderson of Caltech for the gift of monoclonal antibody against NRSF. This work was supported by NIH grant U01 HG003162 to R.M.M. with a supplement to B.W. and by a grant from the Caltech Beckman Institute. A.M. was supported by NIH/National Research Service Award 5T32GM07616; B.W. by a Bren Chair endowment at Caltech, and R.M.M. by the Stanford W. Ascherman Chair endowment at Stanford University.

(0)eLetters

eLetters is a forum for ongoing peer review. eLetters are not edited, proofread, or indexed, but they are screened. eLetters should provide substantive and scholarly commentary on the article. Embedded figures cannot be submitted, and we discourage the use of figures within eLetters in general. If a figure is essential, please include a link to the figure within the text of the eLetter. Please read our Terms of Service before submitting an eLetter.

Log In to Submit a Response

No eLetters have been published for this article yet.

Information & Authors

Information

Published In

Science
Volume 316 | Issue 5830
8 June 2007

Article versions

You are viewing the most recent version of this article.

Submission history

Received: 14 February 2007
Accepted: 26 April 2007
Published in print: 8 June 2007

Permissions

Request permissions for this article.

Notes

Supporting Online Material
www.sciencemag.org/cgi/content/full/1141319/DC1
Materials and Methods
Figs. S1 to S6
Tables S1 to S7
References

Authors

Affiliations

David S. Johnson*
Department of Genetics, Stanford University School of Medicine, Stanford, CA, 94305–5120, USA.
Ali Mortazavi*
Biology Division, California Institute of Technology, Pasadena, CA 91125, USA.
Richard M. Myers [email protected]
Department of Genetics, Stanford University School of Medicine, Stanford, CA, 94305–5120, USA.
Barbara Wold [email protected]
Biology Division, California Institute of Technology, Pasadena, CA 91125, USA.
California Institute of Technology Beckman Institute, Pasadena, CA 91125, USA.

Notes

To whom correspondence should be addressed. E-mail: [email protected] (B.W.); [email protected] (R.M.M.)

Metrics & Citations

Metrics

Article Usage

Altmetrics

Citations

Cite as

Export citation

Select the format you want to export the citation of this publication.

Cited by

  1. Comprehensive study of rice YABBY gene family: evolution, expression and interacting proteins analysis, PeerJ, 11, (e14783), (2023).https://doi.org/10.7717/peerj.14783
    Crossref
  2. Transcriptional and Epigenetic Regulation of Context-Dependent Plasticity in T-Helper Lineages, Immune Network, 23, 1, (2023).https://doi.org/10.4110/in.2023.23.e5
    Crossref
  3. Factors and Methods for the Detection of Gene Expression Regulation, Biomolecules, 13, 2, (304), (2023).https://doi.org/10.3390/biom13020304
    Crossref
  4. Deletion of histone demethylase Lsd1 (Kdm1a) during retinal development leads to defects in retinal function and structure, Frontiers in Cellular Neuroscience, 17, (2023).https://doi.org/10.3389/fncel.2023.1104592
    Crossref
  5. Multi-modular structure of the gene regulatory network for specification and commitment of murine T cells, Frontiers in Immunology, 14, (2023).https://doi.org/10.3389/fimmu.2023.1108368
    Crossref
  6. Practical application of massively parallel reporter assay in biotechnology and medicine, Journal of Clinical Practice, 13, 4, (74-87), (2023).https://doi.org/10.17816/clinpract115063
    Crossref
  7. Leveraging massively parallel reporter assays for evolutionary questions, Genome Biology, 24, 1, (2023).https://doi.org/10.1186/s13059-023-02856-6
    Crossref
  8. peaksat: an R package for ChIP-seq peak saturation analysis, BMC Genomics, 24, 1, (2023).https://doi.org/10.1186/s12864-023-09109-7
    Crossref
  9. Recognition of CpG Island Chromatin by KDM2A Requires Direct and Specific Interaction with Linker DNA, Molecular and Cellular Biology, 32, 2, (479-489), (2023).https://doi.org/10.1128/MCB.06332-11
    Crossref
  10. Heterochromatin Is Required for Normal Distribution of Neurospora crassa CenH3, Molecular and Cellular Biology, 31, 12, (2528-2542), (2023).https://doi.org/10.1128/MCB.01285-10
    Crossref
  11. See more
Loading...

View Options

Check Access

Log in to view the full text

AAAS ID LOGIN

AAAS login provides access to Science for AAAS Members, and access to other journals in the Science family to users who have purchased individual subscriptions.

Log in via OpenAthens.
Log in via Shibboleth.

More options

Register for free to read this article

As a service to the community, this article is available for free. Login or register for free to read this article.

Purchase this issue in print

Buy a single issue of Science for just $15 USD.

View options

PDF format

Download this article as a PDF file

Download PDF

Full Text

FULL TEXT

Media

Figures

Multimedia

Tables

Share

Share

Share article link

Share on social media