Evidence map›Paper›PMID 23010996›Full record

ArticleMolecular systems biology2012

Noise drives sharpening of gene expression boundaries in the zebrafish hindbrain.

Lei Zhang, Kelly Radtke, Likun Zheng, Anna Q Cai, Thomas F Schilling, Qing Nie

Open access · goldAbstract read
In one paragraph

Article in Molecular systems biology, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed
3.4field-weighted citation impact, top 7% of its field
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

45 citing papers in PubMed, 93 citations in OpenAlex.

  1. Regulation of Transcriptional Bursting and Spatial Patterning in EarlybioRxiv : the preprint server for biology · 2025
    Article
  2. Morphogens in the evolution of size, shape and patterning.Development (Cambridge, England) · 2024
    Review
  3. Article
  4. Article
  5. Review
  6. Article
  7. Segmentation and patterning of the vertebrate hindbrain.Development (Cambridge, England) · 2021
    Review
  8. Article
  9. Article
  10. Article
  11. Review
  12. Article
  13. Review
  14. STOCHASTIC DYNAMICS OF CELL LINEAGE IN TISSUE HOMEOSTASIS.Discrete and continuous dynamical systems. Series B · 2019
    Article
  15. Review
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 2 institutions in 3 countries.

Lei ZhangDepartment of Mathematics, University of California, Irvine, CA 92697-3875, USA.
Kelly Radtke
Likun Zheng
Anna Q Cai
Thomas F Schilling
Qing Nie
University of California, Irvine · USUNSW Sydney · AU

Funding

Univ.of Calif., Irvine Cancer Center Support GrantP30CA062203 · NCI · UNIVERSITY OF CALIFORNIA-IRVINE · PI Christine Hui · 1994 to 2026
$57.9M
Uncover Strategies Used By Biological SystemsP50GM076516 · NIGMS · UNIVERSITY OF CALIFORNIA-IRVINE · PI LANDER, ARTHUR D · 2007 to 2016
$25.1M
Principles of Robust Developmental PatterningR01GM067247 · NIGMS · UNIVERSITY OF CALIFORNIA-IRVINE · PI LANDER, ARTHUR D, NIE, QING · 2002 to 2014
$4.7M
Retinoid Signaling in Neural Patterning in ZebrafishR01NS041353 · NINDS · UNIVERSITY OF CALIFORNIA-IRVINE · PI SCHILLING, THOMAS F · 2001 to 2009
$2.4M
NCI NIH HHS P30 CA062203NIGMS NIH HHS P50 GM076516NIGMS NIH HHS P50 GM-76516NIGMS NIH HHS R01 GM067247NIGMS NIH HHS R01 GM-67247NINDS NIH HHS R01 NS041353NINDS NIH HHS R01 NS-41353
6 · The paper itself

Abstract

Morphogens provide positional information for spatial patterns of gene expression during development. However, stochastic effects such as local fluctuations in morphogen concentration and noise in signal transduction make it difficult for cells to respond to their positions accurately enough to generate sharp boundaries between gene expression domains. During development of rhombomeres in the zebrafish hindbrain, the morphogen retinoic acid (RA) induces expression of hoxb1a in rhombomere 4 (r4) and krox20 in r3 and r5. Fluorescent in situ hybridization reveals rough edges around these gene expression domains, in which cells co-express hoxb1a and krox20 on either side of the boundary, and these sharpen within a few hours. Computational analysis of spatial stochastic models shows, surprisingly, that noise in hoxb1a/krox20 expression actually promotes sharpening of boundaries between adjacent segments. In particular, fluctuations in RA initially induce a rough boundary that requires noise in hoxb1a/krox20 expression to sharpen. This finding suggests a novel noise attenuation mechanism that relies on intracellular noise to induce switching and coordinate cellular decisions during developmental patterning.

Indexed as

Gene Expression Regulation, DevelopmentalSignal TransductionAnimalsEmbryo, NonmammalianModels, BiologicalRhombencephalonTretinoinZebrafishZebrafish ProteinsTretinoinZebrafish Proteins

Identifiers

PMID23010996
PMCPMC3472692
OpenAlexW2168413061

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-SA
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.