Bacteria have the ability to coordinate their behavior in a cell density-dependent manner by using diffusible signal molecules. The mechanism, known as quorum sensing, is a cellto-cell communication process exploited either by pathogens to regulate the expression of virulence and antimicrobial resistancerelated genes and by synthetic biologists to engineer bacterial density-dependent functions. Using a systems biology approach, we developed a novel quorum sensing mathematical model and performed a comprehensive study of the equilibrium properties of this communication process. This analysis highlighted crucial structural properties as a result of bistability in the genetic circuit and underlined that bacteria exploit feedback control strategies to produce a unified and robust response. Due to increased antibiotic-resistant infections, researchers investigated enzymatic methods to interfere with quorum sensing. In this paper, we simulated two quorum quenching strategies. Using a modeling approach, we discovered core parameter values which guarantee the effectiveness of these strategies and could be exploited in rational design of synthetic biology based engineered bacteria.
Uncovering quorum sensing and quenching structural properties: a systems biology approach / Cimolato, Chiara; Selvaggio, Gianluca; Bellato, Massimo; Marchetti, Luca; Schenato, Luca. - (2023). (Intervento presentato al convegno 8th National Congress of Bioengineering, GNB 2023 tenutosi a Padova, Italia nel 21st-23th June 2023).
Uncovering quorum sensing and quenching structural properties: a systems biology approach
Marchetti, Luca;
2023-01-01
Abstract
Bacteria have the ability to coordinate their behavior in a cell density-dependent manner by using diffusible signal molecules. The mechanism, known as quorum sensing, is a cellto-cell communication process exploited either by pathogens to regulate the expression of virulence and antimicrobial resistancerelated genes and by synthetic biologists to engineer bacterial density-dependent functions. Using a systems biology approach, we developed a novel quorum sensing mathematical model and performed a comprehensive study of the equilibrium properties of this communication process. This analysis highlighted crucial structural properties as a result of bistability in the genetic circuit and underlined that bacteria exploit feedback control strategies to produce a unified and robust response. Due to increased antibiotic-resistant infections, researchers investigated enzymatic methods to interfere with quorum sensing. In this paper, we simulated two quorum quenching strategies. Using a modeling approach, we discovered core parameter values which guarantee the effectiveness of these strategies and could be exploited in rational design of synthetic biology based engineered bacteria.File | Dimensione | Formato | |
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