bioRxivSynthetic BiologyPreprint
Bacterial Controller Aided Wound Healing: A Case Study in Dynamical Population Controller Design
Leopold N. GreeniD, Chelsea Y. HuiD, Xinying ReniD, Richard M. MurrayiD
Abstract
Wound healing is a complicated biological process consisting of many types of cellular dynamics and functions regulated by chemical and molecular signals. Recent advances in synthetic biology have made it possible to predictably design and build closed-loop controllers that can function appropriately alongside biological species. In this paper we develop a simple dynamical population model mimicking the sequential relay-like dynamics of cellular populations involved in the wound healing process. Our model consists of four nodes and five signals whose parameters we can tune to simulate various chronic healing conditions. We also develop a set of regulator functions based on type-1 incoherent feed forward loops (IFFL) that can sense the change from acute healing to incomplete chronic wounds, improving the system in a timely manner. Both the wound healing and type-1 IFFL controller architectures are compatible with available synthetic biology experimental tools for potential applications.Competing Interest StatementThe authors have declared no competing interest.View Full Text
- Citations
- 2
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
- Model-guided Design of Biological Controller for Septic Wound Healing Regulation
Leopold N. Green, Pegah Naghshnejad, … Xun Tang·bioRxiv·Jan 16, 2023
- DeepMapper: Attention-Based AutoEncoder for System Identification in Wound Healing and Stage Prediction
Fan Lu, Ksenia Zlobina, … Marcella M. Gomez·Advanced Intelligent DiscoveryPeer-reviewed·Apr 14, 2026
- Accelerating Wound Healing Through Deep Reinforcement Learning: A Data-Driven Approach to Optimal Treatment
Fan Lu, Ksenia Zlobina, … Marcella Gomez·BioengineeringPeer-reviewed·Jul 11, 2025
- Population regulation in microbial consortia using dual feedback control
Xinying Ren, Ania-Ariadna Baetica, … Richard M. Murray·IEEE Conference on Decision and Control (CDC)Peer-reviewed·Dec 1, 2017
- Exploiting Intrinsic Noise for Heterogeneous Cell Control Under Time Delays and Model Uncertainties
Michael P. May, Brian E. Munsky·bioRxiv·Oct 7, 2023
- Exploiting the Nonlinear Structure of the Antithetic Integral Controller to Enhance Dynamic Performance
Maurice Filo, Sant Kumar, … Mustafa Khammash·IEEE Conference on Decision and Control (CDC)Peer-reviewed·Dec 6, 2022