Evidence map›Paper›PMID 41984520›Full record

ArticleeLife2026

Heterogeneity of Sonic Hedgehog response dynamics and fate specification in single neural progenitors.

Fengzhu Xiong, Andrea R Tentner, Sandy Nandagopal, Tom W Hiscock, Peng Huang, Sean G Tsung-Megason

Abstract read
In one paragraph

Article in eLife, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. Article
  6. Article
  7. Communication codes in developmental signaling pathways.Development (Cambridge, England) · 2019
    Review
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.

Fengzhu Xiong *Department of Systems Biology, Harvard Medical School, Boston, United States.ORCID https://orcid.org/0000-0002-6153-0254
Andrea R Tentner *Department of Systems Biology, Harvard Medical School, Boston, United States.ORCID https://orcid.org/0000-0002-0093-3367
Sandy NandagopalDepartment of Systems Biology, Harvard Medical School, Boston, United States.
Tom W HiscockDepartment of Systems Biology, Harvard Medical School, Boston, United States.
Peng HuangDepartment of Biochemistry and Molecular Biology, University of Calgary, Calgary, Canada.ORCID https://orcid.org/0000-0001-7954-8869
Sean G Tsung-MegasonDepartment of Systems Biology, Harvard Medical School, Boston, United States.ORCID https://orcid.org/0000-0002-9330-2934

Funding

Engineering and Physical Sciences Research Council EP/X023761/1NIH HHS GM107733
6 · The paper itself

Abstract

During neural tube patterning, a gradient of Sonic hedgehog (Shh) signaling specifies ventral progenitor fates. The cellular response to Shh is processed through a genetic regulatory network (GRN) to specify distinct fate decisions. This process integrates Shh response level, duration, and other inputs and is affected by noise in signaling and cell position. How reliably the Shh response profile predicts the fate choice of a single cell remains unclear. Here, we use live imaging to track neural progenitors in developing zebrafish and quantify both Shh and fate reporters in single cells over time. We found that there is significant heterogeneity between Shh response and fate choice in single cells. We quantitatively modeled reporter intensities to obtain single-cell response levels over time and systematically evaluated their correlation with cell fate specification. Motor neuron progenitors (pMNs) exhibit a high degree of variability in their Shh responses, which is particularly prominent in the posterior neural tube where the Shh response dynamics are similar to those of the more ventrally fated lateral floor plate cells (LFPs). Our results highlight the precision limit of morphogen-interpretation GRNs in small and dynamic target cell fields.

Indexed as

Hedgehog ProteinsNeural Stem CellsZebrafishZebrafish ProteinsAnimalsCell DifferentiationGene Expression Regulation, DevelopmentalMotor NeuronsNeural TubeSignal TransductionHedgehog ProteinsShha protein, zebrafishZebrafish Proteinscell fatedevelopmental biologyheterogeneitymorphogenneural tubesingle-cell trackingzebrafish

Identifiers

PMID41984520
PMCPMC13082785

What OpenQuestion holds

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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.