ArticlePLoS computational biology2014
An expanded Notch-Delta model exhibiting long-range patterning and incorporating MicroRNA regulation.
Article in PLoS computational biology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 19 citations in OpenAlex.
- Expression Profiling of Adipogenic and Anti-Adipogenic MicroRNA Sequences following Methylmercury Exposure inToxics · 2023Article
- Adjusting the range of cell-cell communication enables fine-tuning of cell fate patterns from checkerboard to engulfing.Journal of mathematical biology · 2023Article
- Delineating cooperative effects of Notch and biomechanical signals on patterned liver differentiation.Communications biology · 2022Article
- Stochastic fluctuations promote ordered pattern formation of cells in the Notch-Delta signaling pathway.PLoS computational biology · 2022Article
- Enhanced Delta-Notch Lateral Inhibition Model Incorporating Intracellular Notch Heterogeneity and Tension-Dependent Rate of Delta-Notch Binding that Reproduces Sprouting Angiogenesis Patterns.Scientific reports · 2018Article
- Role of domain in pattern formation.Development, growth & differentiation · 2017Review
- Jagged-Delta asymmetry in Notch signaling can give rise to a Sender/Receiver hybrid phenotype.Proceedings of the National Academy of Sciences of the United States of America · 2015Article
- Development of hair cells in inner ear is associated with expression and promoter methylation of Notch-1 in postnatal mice.International journal of clinical and experimental medicine · 2015Article
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Notch-Delta signaling is a fundamental cell-cell communication mechanism that governs the differentiation of many cell types. Most existing mathematical models of Notch-Delta signaling are based on a feedback loop between Notch and Delta leading to lateral inhibition of neighboring cells. These models result in a checkerboard spatial pattern whereby adjacent cells express opposing levels of Notch and Delta, leading to alternate cell fates. However, a growing body of biological evidence suggests that Notch-Delta signaling produces other patterns that are not checkerboard, and therefore a new model is needed. Here, we present an expanded Notch-Delta model that builds upon previous models, adding a local Notch activity gradient, which affects long-range patterning, and the activity of a regulatory microRNA. This model is motivated by our experiments in the ascidian Ciona intestinalis showing that the peripheral sensory neurons, whose specification is in part regulated by the coordinate activity of Notch-Delta signaling and the microRNA miR-124, exhibit a sparse spatial pattern whereby consecutive neurons may be spaced over a dozen cells apart. We perform rigorous stability and bifurcation analyses, and demonstrate that our model is able to accurately explain and reproduce the neuronal pattern in Ciona. Using Monte Carlo simulations of our model along with miR-124 transgene over-expression assays, we demonstrate that the activity of miR-124 can be incorporated into the Notch decay rate parameter of our model. Finally, we motivate the general applicability of our model to Notch-Delta signaling in other animals by providing evidence that microRNAs regulate Notch-Delta signaling in analogous cell types in other organisms, and by discussing evidence in other organisms of sparse spatial patterns in tissues where Notch-Delta signaling is active.
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