A simple non-linear model of immune response

被引:23
作者
Gutnikov, S
Melnikov, Y
机构
[1] Univ Oxford, Dept Biochem, Oxford OX1 3QU, England
[2] Int Solvay Inst Phys & Chem, B-1050 Brussels, Belgium
关键词
This work was supported by the Commission of European Communities under the Contract IST-2000-26016 IMCOMP and by the Luxembourg Ministry of Culture; High Education and Research under Grant BFR01/070;
D O I
10.1016/S0960-0779(02)00232-1
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
dIt is still unknown why the adaptive immune response in the natural immune system based on clonal proliferation of lymphocytes requires interaction of at least two different cell types with the same antigen. We present a simple mathematical model illustrating that the system with separate types of cells for antigen recognition and patogen destruction provides more robust adaptive immunity than the system where just one cell type is responsible for both recognition and destruction. The model is over-simplified as we did not have an intention of describing the natural immune system. However, our model provides a tool for testing the proposed approach through qualitative analysis of the immune system dynamics in order to construct more sophisticated models of the immune systems that exist in the living nature. It also opens a possibility to explore specific features of highly non-linear dynamics in nature-inspired computational paradigms like artificial immune systems [11 and immunocomputing [2]. We expect this paper to be of interest not only for mathematicians but also for biologists; therefore we made effort to explain mathematics in sufficient detail for readers without professional mathematical background. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:125 / 132
页数:8
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