Department of Biosystems Science and Engineering, ETH Zürich, 4058 Basel, Switzerland.
Sci Adv. 2024 Aug 23;10(34):eadl5439. doi: 10.1126/sciadv.adl5439. Epub 2024 Aug 21.
Robust perfect adaptation, a system property whereby a variable adapts to persistent perturbations at steady state, has been recently realized in living cells using genetic integral controllers. In certain scenarios, such controllers may lead to "integral windup," an adverse condition caused by saturating control elements, which manifests as error accumulation, poor dynamic performance, or instabilities. To mitigate this effect, we here introduce several biomolecular anti-windup topologies and link them to control-theoretic anti-windup strategies. This is achieved using a novel model reduction theory that we develop for reaction networks with fast sequestration reactions. We then show how the anti-windup topologies can be realized as reaction networks and propose intein-based genetic designs for their implementation. We validate our designs through simulations on various biological systems, including models of patients with type I diabetes and advanced biomolecular proportional-integral-derivative (PID) controllers, demonstrating their efficacy in mitigating windup effects and ensuring safety.
稳健的完全适应,一种系统属性,即变量在稳态下适应持续的扰动,最近在使用遗传积分控制器的活细胞中得到了实现。在某些情况下,这种控制器可能会导致“积分失控”,这是由控制元件饱和引起的不利情况,表现为误差积累、动态性能差或不稳定性。为了减轻这种影响,我们在这里引入了几种生物分子反积分器拓扑结构,并将它们与控制理论的反积分器策略联系起来。这是通过我们为具有快速隔离反应的反应网络开发的一种新的模型简化理论来实现的。然后,我们展示了如何将反积分器拓扑结构实现为反应网络,并提出基于内含子的遗传设计来实现它们。我们通过对各种生物系统(包括 I 型糖尿病患者模型和先进的生物分子比例积分微分(PID)控制器)的模拟来验证我们的设计,证明了它们在减轻积分失控效应和确保安全方面的有效性。