Periodic spatial patterning with a single morphogen
Abstract
Multicellular development employs periodic spatial patterning to generate repetitive structures such as digits, vertebrae, and teeth. Turing patterning has long provided a key paradigm for understanding such systems. The simplest Turing systems are believed to require at least two signals, or morphogens, that diffuse and react to spontaneously generate periodic patterns. Here, using mathematical modeling, we show that a minimal circuit comprising an intracellular positive feedback loop and a single diffusible morphogen is sufficient to generate stable, long-range spatially periodic cellular patterns. The model considers cells as discrete entities as a key feature, and incorporates transient boundary conditions. Linear stability analysis reveals that this single-morphogen Turing circuit can support a broad range of spatial wavelengths, including fine-grain patterns similar to those generated by classic lateral inhibition systems. Further, signals emanating from a boundary can initiate and stabilize propagating modes with a well-defined spatial wavelength. Once formed, patterns are self-sustaining and robust to noise. Finally, while noise can disrupt patterning in pre-patterned regions, its disruptive effect can be overcome by a bistable intracellular circuit loop, or by considering patterning in the context of growing tissue. Together, these results show that a single morphogen can be sufficient for robust spatial pattern formation, and should provide a foundation for engineering pattern formation in the emerging field of synthetic developmental biology.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 23
- FWCI
- 1.47
- Field percentile
- top 18%
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Universal dynamics of biological pattern formation in spatio-temporal morphogen variations
M. P. Dalwadi, P. Pearce·bioRxiv·Mar 18, 2022
- Synthetic Turing patterns in engineered microbial consortia
Salva Duran‐Nebreda, Jordi Pla, … Ricard V. Solé·bioRxiv·Jun 15, 2020
- Synthetic reaction-diffusion patterning in mammalian cells
Sheng Wang, Rongrong Du, … Michael B Elowitz·bioRxiv·Nov 3, 2026
- Emergent Patterns from Probabilistic Generalisations of Lateral Activation and Inhibition
Lisa Willis, Alexandre Kabla·bioRxiv·Dec 15, 2015
- Programmable pattern formation in cellular systems with local signaling
Tiago Ramalho, Stephan Kremser, … Ulrich Gerland·Communications PhysicsPeer-reviewed·Jun 17, 2021
- Coupling Mechanical Regulation with Biochemical Reaction-Diffusion Circuits Yields Robust Self-Organized Pattern Formation.
Satoshi Toda, Guoye Guan, … Wendell A. Lim·bioRxiv·May 25, 2026