The Mathematical Modeling of the Host-Virus Interaction in Dengue Virus Infection: A Quantitative Study

被引:5
|
作者
Xu, Zhaobin [1 ]
Zhang, Hongmei [1 ]
Yang, Dongying [2 ]
Wei, Dongqing [3 ]
Demongeot, Jacques [4 ]
Zeng, Qiangcheng [1 ]
机构
[1] Dezhou Univ, Sch Life Sci, Dezhou 253023, Peoples R China
[2] Dezhou Univ, Sch Med, Dezhou 253023, Peoples R China
[3] Shanghai Jiao Tong Univ, Sch Life Sci & Biotechnol, Shanghai 200030, Peoples R China
[4] Univ Grenoble Alpes UGA, Fac Med, Lab AGEIS EA 7407, Team Tools Egnosis Med, F-38700 La Tronche, France
来源
VIRUSES-BASEL | 2024年 / 16卷 / 02期
关键词
Dengue fever; antibody dynamics; antibody-dependent enhancement; viral load; mathematical modeling; ANTIBODY; DYNAMICS; KINETICS; CELLS;
D O I
10.3390/v16020216
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Infectious diseases, such as Dengue fever, pose a significant public health threat. Developing a reliable mathematical model plays a crucial role in quantitatively elucidating the kinetic characteristics of antibody-virus interactions. By integrating previous models and incorporating the antibody dynamic theory, we have constructed a novel and robust model that can accurately simulate the dynamics of antibodies and viruses based on a comprehensive understanding of immunology principles. It explicitly formulates the viral clearance effect of antibodies, along with the positive feedback stimulation of virus-antibody complexes on antibody regeneration. In addition to providing quantitative insights into the dynamics of antibodies and viruses, the model exhibits a high degree of accuracy in capturing the kinetics of viruses and antibodies in Dengue fever patients. This model offers a valuable solution to modeling the differences between primary and secondary Dengue infections concerning IgM/IgG antibodies. Furthermore, it demonstrates that a faster removal rate of antibody-virus complexes might lead to a higher peak viral loading and worse clinical symptom. Moreover, it provides a reasonable explanation for the antibody-dependent enhancement of heterogeneous Dengue infections. Ultimately, this model serves as a foundation for constructing an optimal mathematical model to combat various infectious diseases in the future.
引用
收藏
页数:17
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