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Updated: Feb 23, 2026

Using Microtiter Dish Radiolabeling for Multiple In Vivo Measurements Of Escherichia coli pppGpp Followed by Thin Layer Chromatography
Published on: June 4, 2019
Synchronized switching of multiple toxin-antitoxin modules by (p)ppGpp fluctuation.
Chengzhe Tian1, Szabolcs Semsey2, Namiko Mitarai1
1Niels Bohr Institute, University of Copenhagen, Blegdamsvej 17, 2100 Copenhagen Ø, Denmark.
Toxin-antitoxin (TA) systems regulate bacterial persistence. Mathematical modeling reveals that coordinated noise, not individual system noise, explains the functional redundancy of multiple TA systems in persistence.
Area of Science:
- Microbiology
- Bacterial genetics
- Systems biology
Background:
- Toxin-antitoxin (TA) loci are prevalent in bacteria, including pathogens.
- TA systems are implicated in bacterial persister cell formation.
- The persistence phenotype exhibits functional redundancy among multiple TA systems.
Purpose of the Study:
- To investigate the interaction of multiple TA systems in bacterial growth-persistence switching.
- To model two scenarios of TA system noise: individual vs. coordinated.
- To understand the basis of functional redundancy in bacterial persistence.
Main Methods:
- Development of a mathematical model for TA system interactions.
- Simulation of two noise scenarios: independent TA system noise and coordinated noise via stress signals.
- Analysis of TA system dynamics and persistence switching.
Main Results:
- Individual TA system noise leads to strong dependence on the number of TA systems for exiting persistence.
- Coordinated noise, driven by stress signals like (p)ppGpp, reproduces the observed weak dependence and functional redundancy.
- The duration of high (p)ppGpp levels is a critical factor for persistence.
Conclusions:
- Coordinated noise, rather than individual system noise, explains the functional redundancy of multiple TA systems.
- The (p)ppGpp-mediated synchronized transition of TA systems is key to bacterial persistence.
- Understanding TA system dynamics is crucial for targeting pathogenic bacteria.
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