Analysing Control-theoretic Properties of Nonlinear Synthetic Biology Circuits

Synthetic biology is a recent area of biological engineering, whose aim is to provide cells with novel functionalities. A number of important results regarding the development of control circuits in synthetic biology have been achieved during the last decade. A differential geometry approach can be used for the analysis of said systems, which are often nonlinear. Here we demonstrate the application of such tools to analyse the structural identifiability, observability, accessibility, and controllability of several biomolecular systems. We focus on a set of synthetic circuits of current interest, which can perform several tasks, both in open loop and closed loop settings. We analyse their properties with our own methods and tools; further, we describe a new open-source implementation of the techniques.

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Publication Details

Journal
IFAC-PapersOnLine
Published
2025-01-01
DOI
https://doi.org/10.1016/j.ifacol.2025.07.113
Citations
1
Primary Topic
Gene Regulatory Network Analysis
Type
article
Field-Weighted Citation Impact
0.81
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article

Analysing Control-theoretic Properties of Nonlinear Synthetic Biology Circuits

Abelardo Pardo, Alejandro F. Villaverde, Dan Ionescu, Antonis Papachristodoulou et al.
1 citations
IFAC-PapersOnLine
Gene Regulatory Network Analysis
0.81
article

Analysing Control-theoretic Properties of Nonlinear Synthetic Biology Circuits

Abelardo Pardo, Alejandro F. Villaverde, Dan Ionescu, Antonis Papachristodoulou, Sandra Díaz Seoane
article en
1 citations

Abstract

Synthetic biology is a recent area of biological engineering, whose aim is to provide cells with novel functionalities. A number of important results regarding the development of control circuits in synthetic biology have been achieved during the last decade. A differential geometry approach can be used for the analysis of said systems, which are often nonlinear. Here we demonstrate the application of such tools to analyse the structural identifiability, observability, accessibility, and controllability of several biomolecular systems. We focus on a set of synthetic circuits of current interest, which can perform several tasks, both in open loop and closed loop settings. We analyse their properties with our own methods and tools; further, we describe a new open-source implementation of the techniques.

IFAC-PapersOnLineVol. 59(6)
Centro de Supercomputación de Galicia (ES), University of Oxford (GB), Universidade de Vigo (ES)
Openalex Percentile: Top 25%
Gene Regulatory Network Analysis
0.81
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Analysing Control-theoretic Properties of Nonlinear Synthetic Biology Circuits — Abelardo Pardo, Alejandro F. Villaverde, et al. · IFAC-PapersOnLine (2025) | TGRS Research Map | TGRS