ArticlePLoS biology2019
Dissecting the dynamics of signaling events in the BMP, WNT, and NODAL cascade during self-organized fate patterning in human gastruloids.
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.
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Who cites it
115 citing papers in PubMed, 200 citations in OpenAlex.
- Optogenetic BMP4 models symmetry breaking and primitive streak formation in hPSCs.bioRxiv : the preprint server for biology · 2026Article
- Biochemical principles of SMAD signaling across the animal kingdom.The Biochemical journal · 2026Review
- MAPK/ERK signaling regulates H3K9me3 heterochromatin reorganization to confer mesendoderm developmental competence.Nucleic acids research · 2026Article
- Tissue rigidity phase transition shapes morphogen gradients.Nature cell biology · 2026Article
- Interpretable decoding of cell fate from a snapshot of combinatorial signaling.bioRxiv : the preprint server for biology · 2026Article
- The dynamic expression pattern of signaling pathways involved in early embryo development.Cell communication and signaling : CCS · 2026Article
- A transgene-free, human peri-gastrulation embryo model presents trilaminar embryonic disc-, amnion- and yolk sac-like structures.Nature cell biology · 2026Article
- Self-organized anteroposterior regionalization of early midbrain and hindbrain/spinal cords using micropatterned human pluripotent stem cells.SLAS technology · 2026Article
- From genes to germ layers: virtual twins of gastruloids.NPJ systems biology and applications · 2026Review
- Review
- Synthetic embryos: current progress, application and challenges.Reproductive biology and endocrinology : RB&E · 2026Review
- Dependence of cell fate potential and cadherin switching on the coordinate within the primitive streak during differentiation of human pluripotent stem cells.Development (Cambridge, England) · 2026Article
- Optogenetic WNT signaling drives germ layer self-organization in a human gastruloid model.bioRxiv : the preprint server for biology · 2026Article
- FATE-MAP predicts teratogenicity and human gastrulation failure modes by integrating deep learning and mechanistic modeling.Nature communications · 2026Article
- Endogenous FGFs drive ERK-dependent cell fate patterning in 2D human gastruloids.Development (Cambridge, England) · 2026Article
- Article
- Modeling Post-Implantation Mammalian Embryogenesis Using AdvancedInternational journal of molecular sciences · 2026Review
- Human stem cell-based embryo models: from self-organization to recapitulating development.Frontiers in cell and developmental biology · 2026Review
- Visible-light-triggered BMP-2 release from enzymatically crosslinked marine collagen-alginate hydrogel blends enhances osteogenesis in dental pulp stem cells.Frontiers in physiology · 2026Article
- Optogenetic Rescue Reveals Spatiotemporal Rules of Germ-Layer Patterning.bioRxiv : the preprint server for biology · 2025Article
55 more citing papers are in PubMed but not listed here.
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
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.
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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.