二价单克隆抗体-抗原结合的渐近分析。

IF 2.2 4区 数学 Q2 BIOLOGY
Luke A Heirene, Helen M Byrne, James W T Yates, Eamonn A Gaffney
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引用次数: 0

摘要

配体与受体的相互作用是许多生物过程的基础。例如,在基于抗体的免疫疗法中,抗体与其靶抗原结合的动态直接影响单克隆抗体(mAb)疗法的效力和疗效。在本文中,我们提出了单克隆抗体癌症治疗背景下二价抗体-抗原结合的常微分方程(ODE)模型的渐近分析,突出了与抗体二价相关的复杂性。为了理解是什么驱动了二价抗体-抗原结合的复杂时间动力学,我们在不同的时间尺度上构建了模型方程的近似解,这些近似解与完整模型的数值模拟非常吻合。我们关注两种情况:一种情况下,非结合抗原丰富,另一种情况下,它们很少。我们展示了模型方程中的主导平衡如何在两种情况下发生变化。对单克隆抗体治疗的效力和疗效特别重要的是抗原占用率和结合抗体数等数量。我们使用渐近分析的结果来估计这些量的长期值,这些值可以与实验数据相结合,以方便参数估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

An Asymptotic Analysis of Bivalent Monoclonal Antibody-Antigen Binding.

An Asymptotic Analysis of Bivalent Monoclonal Antibody-Antigen Binding.

An Asymptotic Analysis of Bivalent Monoclonal Antibody-Antigen Binding.

An Asymptotic Analysis of Bivalent Monoclonal Antibody-Antigen Binding.

Ligand-receptor interactions are fundamental to many biological processes. For example in antibody-based immunotherapies, the dynamics of an antibody binding with its target antigen directly influence the potency and efficacy of monoclonal antibody (mAb) therapies. In this paper, we present an asymptotic analysis of an ordinary differential equation (ODE) model of bivalent antibody-antigen binding in the context of mAb cancer therapies, highlighting the complexity associated with bivalency of the antibody. To understand what drives the complex temporal dynamics of bivalent antibody-antigen binding, we construct approximate solutions to the model equations at different timescales that are in good agreement with numerical simulations of the full model. We focus on two scenarios: one for which unbound antigens are abundant, and one for which they are scarce. We show how the dominant balance within the model equations changes between the two scenarios. Of particular importance to the potency and efficacy of mAb treatments are quantities such as antigen occupancy and bound antibody number. We use the results of our asymptotic analysis to estimate the long-time values of these quantities that could be combined with experimental data to facilitate parameter estimation.

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来源期刊
CiteScore
3.90
自引率
8.60%
发文量
123
审稿时长
7.5 months
期刊介绍: The Bulletin of Mathematical Biology, the official journal of the Society for Mathematical Biology, disseminates original research findings and other information relevant to the interface of biology and the mathematical sciences. Contributions should have relevance to both fields. In order to accommodate the broad scope of new developments, the journal accepts a variety of contributions, including: Original research articles focused on new biological insights gained with the help of tools from the mathematical sciences or new mathematical tools and methods with demonstrated applicability to biological investigations Research in mathematical biology education Reviews Commentaries Perspectives, and contributions that discuss issues important to the profession All contributions are peer-reviewed.
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