Homoclinic Chaos Unveiling Quorum Sensing Dynamics

Mariana Harris, Pablo Aguirre, Víctor F. Breña-Medina
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Abstract

Quorum sensing orchestrates bacterial communication, which is vital for bacteria's population behaviour. We propose a mathematical model that unveils chaotic dynamics within quorum sensing networks, challenging predictability. The model considers the interaction between autoinducers (molecular signalling) and two subtypes of bacteria. We analyze the different dynamical scenarios to find parameter regimes for long-term steady-state behaviour, periodic oscillations, and even chaos. In the latter case, we find that the complicated dynamics can be explained by the presence of homoclinic Shilnikov bifurcations.
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同线性混沌揭示法定人数感应动力学
法定人数感应协调了细菌的交流,对细菌的种群行为至关重要。我们提出了一个数学模型,揭示了法定人数感应网络中的混乱动力学,对可预测性提出了挑战。该模型考虑了自动诱导剂(分子信号)与两种亚型细菌之间的相互作用。我们分析了不同的动力学情景,以找到长期稳态行为、周期性振荡甚至混沌的参数机制。在后一种情况下,我们发现复杂的动力学可以用同向 Shilnikov 分岔来解释。
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