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Optimal control in immunodominance

机译:免疫优势的最佳控制

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摘要

During the adaptive immune response, the vertebrate immune system preferentially targets a select handful of amino acid sequences, or epitopes, from hundreds that are presented by the invading pathogen. This extremely focused targeting behavior is known as immunodominance and appears to be critically important in the functioning of the adaptive immune response. Presently, however, immunodominance is a poorly understood natural phenomenon. This paper investigates a class of mathematical models for immunodominance. These models take the form of multivariable optimal control problems with control constraints and free terminal time. Theoretical analysis is conducted to establish singular controls for several cases. For biologically reasonable parameter values, the results indicate that immunodominance is the optimal choice of the immune system.
机译:在适应性免疫应答过程中,脊椎动物的免疫系统优先针对入侵病原体呈递的数百种氨基酸序列或表位。这种高度集中的靶向行为被称为免疫优势,在适应性免疫反应的功能中似乎至关重要。但是,目前,免疫支配是一种鲜为人知的自然现象。本文研究了一类免疫支配的数学模型。这些模型采取具有控制约束和自由终端时间的多变量最优控制问题的形式。进行理论分析以建立针对几种情况的单一控制。对于生物学上合理的参数值,结果表明免疫优势是免疫系统的最佳选择。

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