bioRxivSynthetic BiologyPreprint
Multicellular Proportional-Integral-Derivative Control for Robust Regulation of Biological Processes
Vittoria MartinelliiD, Davide FioreiD, Davide SalzanoiD, Mario di BernardoiD
Abstract
This paper 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 in silico analysis of the performance and robustness of P, PD, PI, and PID control architectures. Our theoretical findings, validated through in silico experiments using the BSim agent-based simulation platform, 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 in vivo and further refinement of the control models.
- Citations
- 1
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
- Root Contours Guided Design of a Multicellular PID Controller
Vittoria Martinelli, Davide Fiore, … Mario di Bernardo·Mediterranean Conference on Control and Automation (MED)Peer-reviewed·Jun 10, 2025
- Design and analysis of a Proportional-Integral-Derivative controller with biological molecules
Michael W. Chevalier, Mariana Gómez-Schiavon, … Hana El‐Samad·Cell SystemsPeer-reviewed·Sep 25, 2019
- A Hierarchy of Biomolecular Proportional-Integral-Derivative Feedback Controllers for Robust Perfect Adaptation and Dynamic Performance
Maurice Filo, Sant Kumar, Mustafa Khammash·Nature CommunicationsPeer-reviewed·Apr 19, 2022
- On the Design of a PID Bio-controller with Set Point Weighting and Filtered Derivative Action
Emmanouil Alexis, Luca Cardelli, Antonis Papachristodoulou·IEEE Control Systems LettersPeer-reviewed·Jan 1, 2022
- Multicellular PD Control in Microbial Consortia
Vittoria Martinelli, Davide Salzano, … Mario di Bernardo·IEEE Control Systems LettersPeer-reviewed·Jan 1, 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