Evidence map›Paper›PMID 31613879›Full record

ArticlePLoS biology2019

Dissecting the dynamics of signaling events in the BMP, WNT, and NODAL cascade during self-organized fate patterning in human gastruloids.

Sapna Chhabra, Lizhong Liu, Ryan Goh, Xiangyu Kong, Aryeh Warmflash

Open access · goldAbstract read
In one paragraph

Article in PLoS biology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 115 papers.

0numbers the graph read from it
0cells of the map it votes in
115citing papers in PubMed
8.6field-weighted citation impact, top 1% 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

115 citing papers in PubMed, 200 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
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  8. Article
  9. From genes to germ layers: virtual twins of gastruloids.NPJ systems biology and applications · 2026
    Review
  10. Review
  11. Synthetic embryos: current progress, application and challenges.Reproductive biology and endocrinology : RB&E · 2026
    Review
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Modeling Post-Implantation Mammalian Embryogenesis Using AdvancedInternational journal of molecular sciences · 2026
    Review
  18. Review
  19. Article
  20. Optogenetic Rescue Reveals Spatiotemporal Rules of Germ-Layer Patterning.bioRxiv : the preprint server for biology · 2025
    Article

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

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

5 authors at 2 institutions in 1 country.

Sapna ChhabraSystems, Synthetic and Physical Biology, Rice University, Houston, Texas, United States of America.
Lizhong LiuDepartment of Biosciences, Rice University, Houston, Texas, United States of America.
Ryan GohDepartment of Mathematics, Boston University, Boston, Massachusetts, United States of America.ORCID 0000-0003-3632-9978
Xiangyu KongDepartment of Biosciences, Rice University, Houston, Texas, United States of America.
Aryeh WarmflashDepartment of Biosciences, Rice University, Houston, Texas, United States of America.ORCID 0000-0002-5679-2268
Rice University · USBoston University · US

Funding

Wnt pathway dynamics and their role in generating self-organized ectodermal patternsR01GM126122 · NIGMS · RICE UNIVERSITY · PI WARMFLASH, ARYEH · 2018 to 2022
$1.8M
NIGMS NIH HHS R01 GM126122
6 · The paper itself

Abstract

During gastrulation, the pluripotent epiblast self-organizes into the 3 germ layers-endoderm, mesoderm and ectoderm, which eventually form the entire embryo. Decades of research in the mouse embryo have revealed that a signaling cascade involving the Bone Morphogenic Protein (BMP), WNT, and NODAL pathways is necessary for gastrulation. In vivo, WNT and NODAL ligands are expressed near the site of gastrulation in the posterior of the embryo, and knockout of these ligands leads to a failure to gastrulate. These data have led to the prevailing view that a signaling gradient in WNT and NODAL underlies patterning during gastrulation; however, the activities of these pathways in space and time have never been directly observed. In this study, we quantify BMP, WNT, and NODAL signaling dynamics in an in vitro model of human gastrulation. Our data suggest that BMP signaling initiates waves of WNT and NODAL signaling activity that move toward the colony center at a constant rate. Using a simple mathematical model, we show that this wave-like behavior is inconsistent with a reaction-diffusion-based Turing system, indicating that there is no stable signaling gradient of WNT/NODAL. Instead, the final signaling state is homogeneous, and spatial differences arise only from boundary effects. We further show that the durations of WNT and NODAL signaling control mesoderm differentiation, while the duration of BMP signaling controls differentiation of CDX2-positive extra-embryonic cells. The identity of these extra-embryonic cells has been controversial, and we use RNA sequencing (RNA-seq) to obtain their transcriptomes and show that they closely resemble human trophoblast cells in vivo. The domain of BMP signaling is identical to the domain of differentiation of these trophoblast-like cells; however, neither WNT nor NODAL forms a spatial pattern that maps directly to the mesodermal region, suggesting that mesoderm differentiation is controlled dynamically by the combinatorial effect of multiple signals. We synthesize our data into a mathematical model that accurately recapitulates signaling dynamics and predicts cell fate patterning upon chemical and physical perturbations. Taken together, our study shows that the dynamics of signaling events in the BMP, WNT, and NODAL cascade in the absence of a stable signaling gradient control fate patterning of human gastruloids.

Indexed as

Signal TransductionBenzothiazolesBody PatterningBone Morphogenetic Protein 4Cell DifferentiationCell LineGastrulaGastrulationGene Expression RegulationHuman Embryonic Stem CellsHumansMesodermModels, BiologicalModels, StatisticalNodal ProteinOrganoidsBenzothiazolesBMP4 protein, humanBone Morphogenetic Protein 4IWP-2 compoundNodal ProteinNODAL protein, humanWnt Proteins

Identifiers

PMID31613879
PMCPMC6814242
OpenAlexW2981248386

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.