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流感免疫记忆反应多阶段动态过程的模拟研究:计算机模拟实验

Simulation studies for a multistage dynamic process of immune memory response to influenza: experiment in silico.

作者信息

Naumova Elena N, Gorski Jack, Naumov Yuri N

机构信息

Tufts University School of Medicine, 136 Harrison Avenue, Boston, MA 02111, USA (

出版信息

Ann Zool Fennici. 2008 Jan 1;45(5):369-384. doi: 10.5735/086.045.0502.

Abstract

This communication provides an illustration for the use of computer simulations in human immunology. When traditional experiments are impossible, unethical, or unfeasible, in silico modeling procedures may help to fill the gaps in our knowledge of an immune system response to a pathogen. In our study, we define terms and properties of modeled entities: "a clonotype", its distribution, and rank-frequency summaries, and describe properties associated with each of these three clonotype-related entities. We simulate a multistage dynamic process of an immune memory response to influenza. We believe that illustrated properties of fractality and self-similarity might arise due to the following process. The memory T cells operate in a complex environment of shifting pathogen concentrations, increasing and then decreasing inflammatory signals, and multiple interactions with other immune cells and their infected targets. Therefore, a fractal structure to such a population would represent an optimization in terms of percolation into immune/inflammatory space.

摘要

本通讯提供了计算机模拟在人类免疫学中应用的一个实例。当传统实验无法进行、不道德或不可行时,计算机建模程序可能有助于填补我们在免疫系统对病原体反应知识方面的空白。在我们的研究中,我们定义了建模实体的术语和属性:“一个克隆型”、其分布以及秩频汇总,并描述了与这三个与克隆型相关的实体中的每一个相关的属性。我们模拟了流感免疫记忆反应的多阶段动态过程。我们认为,分形性和自相似性的图示属性可能源于以下过程。记忆T细胞在病原体浓度不断变化、炎症信号先增加后减少以及与其他免疫细胞及其感染靶点发生多种相互作用的复杂环境中运作。因此,这样一个群体的分形结构将代表在渗透到免疫/炎症空间方面的一种优化。

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