Effect of stochasticity on the dynamics of a lac operon model with multiple delays

Abstract We have investigated the stability of a mathematical model of the lac operon with multiple time delays, enhanced with stochastic perturbations. Sufficient conditions for exponential mean square stability have been used to determine analytical threshold values. Numerical exploration of the bistability with respect to lactose concentration and noise has been performed. The effect of noise, represented by a stochastic perturbation, was investigated with respect to lactose production in the lac operon system. We have demonstrated that noise can induce changes in the bistable region, including transitions/switching between states owing to the lactose concentration. This article is part of the theme issue ‘Data driven modelling for living systems’.

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Publication Details

Journal
Interface Focus
Published
2026-08-28
DOI
https://doi.org/10.1098/rsfs.2025.0072
Primary Topic
Gene Regulatory Network Analysis
Type
article
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0.00
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article

Effect of stochasticity on the dynamics of a lac operon model with multiple delays

Asma Ben Halim, Tania Pencheva, Sergiy Shelyag, Maia Angelova et al.
Interface Focus
Gene Regulatory Network Analysis
article

Effect of stochasticity on the dynamics of a lac operon model with multiple delays

Asma Ben Halim, Tania Pencheva, Sergiy Shelyag, Maia Angelova, Krishna Busawon
article en

Abstract

Abstract We have investigated the stability of a mathematical model of the lac operon with multiple time delays, enhanced with stochastic perturbations. Sufficient conditions for exponential mean square stability have been used to determine analytical threshold values. Numerical exploration of the bistability with respect to lactose concentration and noise has been performed. The effect of noise, represented by a stochastic perturbation, was investigated with respect to lactose production in the lac operon system. We have demonstrated that noise can induce changes in the bistable region, including transitions/switching between states owing to the lactose concentration. This article is part of the theme issue ‘Data driven modelling for living systems’.

Interface FocusVol. 16(3)
Aston University (GB), Flinders University (AU), Bulgarian Academy of Sciences (BG), Northumbria University (GB), Institute of Biophysics and Biomedical Engineering (BG), Center for Solar Energy Research and Studies (LY), Institute of Biophysics (BG), Libyan Academy (LY)
Openalex Percentile: Top 17%
Gene Regulatory Network Analysis
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Effect of stochasticity on the dynamics of a lac operon model with multiple delays — Asma Ben Halim, Tania Pencheva, et al. · Interface Focus (2026) | TGRS Research Map | TGRS