Evidence map›Paper›PMID 24441470›Full record

ArticleNature biotechnology2014

Discovery of directional and nondirectional pioneer transcription factors by modeling DNase profile magnitude and shape.

Richard I Sherwood, Tatsunori Hashimoto, Charles W O'Donnell, Sophia Lewis, Amira A Barkal, John Peter van Hoff, Vivek Karun, Tommi Jaakkola, David K Gifford

Abstract read
In one paragraph

Article in Nature biotechnology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 272 papers.

0numbers the graph read from it
0cells of the map it votes in
272citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

272 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. The role(s) of NF-Y in development and differentiation.Cell death and differentiation · 2025
    Review
  11. Article
  12. Review
  13. Article
  14. Article
  15. Article
  16. Article
  17. Review
  18. Article
  19. Article
  20. Article

212 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Richard I Sherwood *Division of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115.
Tatsunori Hashimoto *Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02142.
Charles W O'Donnell *Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02142.
Sophia LewisDivision of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115.
Amira A BarkalDivision of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115.
John Peter van HoffDivision of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115.
Vivek KarunDivision of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115.
Tommi JaakkolaComputer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02142.
David K GiffordComputer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02142.

Funding

Transcriptional Regulation of Stem Cell Differentiation into Motor NeuronsP01NS055923 · NINDS · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI GIFFORD, DAVID K · 2006 to 2010
$6.6M
SysCODE: Systems-based Consortium for Organ Design and Engineering Leadership MoUL1DE019581 · NIDCR · BRIGHAM AND WOMEN'S HOSPITAL · PI MAAS, RICHARD L · 2008 to 2011
$4.0M
SysCODE: Tooth Germ Design and Engineering (2 of 10)RL1DE019021 · NIDCR · BRIGHAM AND WOMEN'S HOSPITAL · PI MAAS, RICHARD L · 2007 to 2011
$2.8M
Integrated Genome Discovery at Single Base Pair ResolutionU01HG007037 · NHGRI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI GIFFORD, DAVID K · 2012 to 2015
$2.2M
SysCODE Interdisciplinary Postdoctoral Training Grant (8 of 10) TL1TL1EB008540 · NIBIB · BRIGHAM AND WOMEN'S HOSPITAL · PI BONVENTRE, JOSEPH VINCENT · 2007 to 2011
$927k
Predictive transcription factor modeling to program endodermal cell fatesK01DK101684 · NIDDK · BRIGHAM AND WOMEN'S HOSPITAL · PI SHERWOOD, RICHARD I · 2014 to 2018
$670k
NHGRI NIH HHS 1U01HG007037NHGRI NIH HHS U01 HG007037NIBIB NIH HHS 5TL1EB008540NIBIB NIH HHS TL1 EB008540NIDCR NIH HHS 5UL1DE019581NIDCR NIH HHS RL1 DE019021NIDCR NIH HHS RL1DE019021NIDCR NIH HHS UL1 DE019581NIDDK NIH HHS K01 DK101684NINDS NIH HHS 5P01NS055923NINDS NIH HHS P01 NS055923
6 · The paper itself

Abstract

We describe protein interaction quantitation (PIQ), a computational method for modeling the magnitude and shape of genome-wide DNase I hypersensitivity profiles to identify transcription factor (TF) binding sites. Through the use of machine-learning techniques, PIQ identified binding sites for >700 TFs from one DNase I hypersensitivity analysis followed by sequencing (DNase-seq) experiment with accuracy comparable to that of chromatin immunoprecipitation followed by sequencing (ChIP-seq). We applied PIQ to analyze DNase-seq data from mouse embryonic stem cells differentiating into prepancreatic and intestinal endoderm. We identified 120 and experimentally validated eight 'pioneer' TF families that dynamically open chromatin. Four pioneer TF families only opened chromatin in one direction from their motifs. Furthermore, we identified 'settler' TFs whose genomic binding is principally governed by proximity to open chromatin. Our results support a model of hierarchical TF binding in which directional and nondirectional pioneer activity shapes the chromatin landscape for population by settler TFs.

Indexed as

Models, GeneticBinding SitesChromatinComputational BiologyDeoxyribonucleasesProtein BindingTranscription FactorsChromatinDeoxyribonucleasesTranscription Factors

Identifiers

PMID24441470
PMCPMC3951735

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.