A mathematical model simulating the adaptive immune response in various vaccines and vaccination strategies

被引:4
作者
Xu, Zhaobin [1 ]
Song, Jian [1 ]
Zhang, Hongmei [1 ]
Wei, Zhenlin [1 ]
Wei, Dongqing [2 ,3 ,4 ]
Yang, Guangyu [5 ]
Demongeot, Jacques [6 ]
Zeng, Qiangcheng [1 ]
机构
[1] Dezhou Univ, Dept Life Sci, Dezhou 253023, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Life Sci & Biotechnol, Shanghai Islamabad Belgrade Joint Innovat Ctr Ant, State Key Lab Microbial Metab,Joint Int Res Lab M, Shanghai 200030, Peoples R China
[3] Zhongjing Res & Industrializat Inst Chinese Med, Zhongguancun Sci Pk, Nanyang 473006, Henan, Peoples R China
[4] Peng Cheng Natl Lab, Vanke Cloud City Phase 1 Bldg 8,Xili St, Shenzhen 518055, Guangdong, Peoples R China
[5] Dezhou Univ, Dept Arts, Dezhou 253023, Peoples R China
[6] Univ Grenoble Alpes UGA, Fac Med, Lab AGEIS EA 7407, Team Tools Egnosis Med, F-38700 La Tronche, France
关键词
Inactivated vaccine; mRNA vaccine; Attenuated vaccine; Mathematical model; Vaccination strategy; Virus-host interaction; Vaccine design; BROADLY NEUTRALIZING ANTIBODIES; CELL; DYNAMICS; TRIAL;
D O I
10.1038/s41598-024-74221-x
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Vaccination has been widely recognized as an effective measure for preventing infectious diseases. To facilitate quantitative research into the activation of adaptive immune responses in the human body by vaccines, it is important to develop an appropriate mathematical model, which can provide valuable guidance for vaccine development. In this study, we constructed a novel mathematical model to simulate the dynamics of antibody levels following vaccination, based on principles from immunology. Our model offers a concise and accurate representation of the kinetics of antibody response. We conducted a comparative analysis of antibody dynamics within the body after administering several common vaccines, including traditional inactivated vaccines, mRNA vaccines, and future attenuated vaccines based on defective interfering viral particles (DVG). Our findings suggest that booster shots play a crucial role in enhancing Immunoglobulin G (IgG) antibody levels, and we provide a detailed discussion on the advantages and disadvantages of different vaccine types. From a mathematical standpoint, our model proposes four essential approaches to guide vaccine design: enhancing antigenic T-cell immunogenicity, directing the production of high-affinity antibodies, reducing the rate of IgG decay, and lowering the peak level of vaccine antigen-antibody complexes. Our study contributes to the understanding of vaccine design and its application by explaining various phenomena and providing guidance in comprehending the interactions between antibodies and antigens during the immune process.
引用
收藏
页数:20
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