van den Berg Hugo A, Kiselev Yuri N, Orlov Michael V
Mathematics Institute, University of Warwick, Coventry, United Kingdom.
J Math Biol. 2002 Mar;44(3):276-96. doi: 10.1007/s002850100123.
A bacterial cell must distribute its molecular building blocks among various types of nutrient uptake systems. If the microbe is to maximize its average growth rate, this allocation of building blocks must be adjusted to the environmental availabilities of the various nutrients. The adjustments can be found from growth balancing considerations. We give a full proof of optimality and uniqueness of the optimal allocation regime for a simple model of microbial growth and internal stores kinetics. This proof suggests likely candidates for optimal control regimes in the case of a more realistic model. These candidate regimes differ with respect to the information that the cell's control system must have access to. We pay particular attention to one of the three candidates, a feedback regime based on a cellular control system that monitors only internal reserve densities. We show that allocation converges rapidly to balanced growth under this control regime.
细菌细胞必须在各种营养物质摄取系统之间分配其分子构建模块。如果微生物要使其平均生长速率最大化,那么这种构建模块的分配必须根据各种营养物质在环境中的可利用性进行调整。这些调整可以从生长平衡的考虑中找到。对于微生物生长和内部储存动力学的一个简单模型,我们给出了最优分配机制的最优性和唯一性的完整证明。该证明为更现实模型情况下的最优控制机制提供了可能的候选方案。这些候选机制在细胞控制系统必须获取的信息方面存在差异。我们特别关注这三个候选方案之一,即基于仅监测内部储备密度的细胞控制系统的反馈机制。我们表明,在这种控制机制下,分配会迅速收敛到平衡生长状态。