Multicellular PID control for robust regulation of biological processes.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 39876792.
- Also identified by DOI 10.1098/rsif.2024.0583 and PMC identifier 11775662.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
This article presents the first implementation of a proportional-integral-derivative (PID) biomolecular controller within a consortium of different cell populations, aimed at robust regulation of biological processes. By leveraging the modularity and cooperative dynamics of multiple engineered cell populations, we develop a comprehensive <i>in silico</i> analysis of the performance and robustness of P, PD, PI and PID control architectures. Our theoretical findings, validated through <i>in silico</i> experiments using the BSim agent-based simulation platform for bacterial populations, demonstrate the robustness and effectiveness of our multicellular PID control strategy. This innovative approach addresses critical limitations in current control methods, offering significant potential for applications in metabolic engineering, therapeutic contexts and industrial biotechnology. Future work will focus on experimental validation <i>in vivo</i> and further refinement of the control models.
Medical subject headings
- Models, Biological
- Escherichia coli