Perelson A S, Mirmirani M, Oster G F
J Math Biol. 1976 Nov 25;3(3-4):325-67. doi: 10.1007/BF00275065.
The optimal strategy available to the immune system for responding to a non-replicating thymus-independent antigen is examined. By applying Pontryagin's maximum principle to a set of mathematical models of lymphocyte populations and their antibody production, it is found that the optimal strategy of bang-bang control appears robust. In a variety of structurely related biological models, similar behaviour is observed. The models that we consider assume that antigen triggers a population of B-lymphocytes. These triggered lymphocytes can either proliferate and secrete modest amounts of antibody or differentiate into nondividing plasma cells which secrete large amounts of antibody. For biologically reasonable parameter values it is found that for low doses of antigen, immediate differentiation into plasma cells is optimal, while for high antigen doses a proliferative state followed by differentiation is the best strategy.
研究了免疫系统针对非复制性胸腺非依赖性抗原做出反应时可用的最优策略。通过将庞特里亚金极大值原理应用于一组淋巴细胞群体及其抗体产生的数学模型,发现砰砰控制的最优策略显得稳健。在各种结构相关的生物学模型中,观察到了类似的行为。我们考虑的模型假设抗原触发一群B淋巴细胞。这些被触发的淋巴细胞要么增殖并分泌适量抗体,要么分化为不分裂的浆细胞,后者分泌大量抗体。对于生物学上合理的参数值,发现对于低剂量抗原,立即分化为浆细胞是最优的,而对于高抗原剂量,先进入增殖状态然后再分化是最佳策略。