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生发中心动力学三种模型的敏感性分析比较

A Sensitivity Analysis Comparison of Three Models for the Dynamics of Germinal Centers.

机构信息

Area of Immunology, Faculty of Biology, CINBIO (Biomedical Research Center), University of Vigo, Vigo, Spain.

Instituto Biomédico de Vigo, Vigo, Spain.

出版信息

Front Immunol. 2019 Aug 28;10:2038. doi: 10.3389/fimmu.2019.02038. eCollection 2019.

Abstract

Germinal centers (GCs) are transient anatomical microenvironments where antibody affinity maturation and memory B cells generation takes place. In the past, models of Germinal Center (GC) dynamics have focused on understanding antibody affinity maturation rather than on the main mechanism(s) driving their rise-and-fall dynamics. Here, based on a population dynamics model core, we compare three mechanisms potentially responsible for this GC biphasic behavior dependent on follicular dendritic cell (FDC) maturation, follicular T helper (Tfh) cell maturation, and antigen depletion. Analyzing the kinetics of B and T cells, as well as its parameter sensitivities, we found that only the FDC-maturation-based model could describe realistic GC dynamics, whereas the simple Tfh-maturation and antigen-depletion mechanisms, as implemented here, could not. We also found that in all models the processes directly related to Tfh cell kinetics have the highest impact on GC dynamics. This suggests the existence of some still unknown mechanism(s) tuning GC dynamics by affecting Tfh cell response to proliferation-inducing stimuli.

摘要

生发中心(GCs)是抗体亲和力成熟和记忆 B 细胞生成发生的短暂解剖微环境。过去,生发中心(GC)动力学模型主要集中在理解抗体亲和力成熟上,而不是在推动其兴衰动力学的主要机制上。在这里,基于一个群体动力学模型核心,我们比较了三种潜在机制,这些机制可能与滤泡树突状细胞(FDC)成熟、滤泡辅助 T 细胞(Tfh)细胞成熟和抗原耗竭有关,导致 GC 双相行为。分析 B 和 T 细胞的动力学及其参数敏感性,我们发现只有基于 FDC 成熟的模型才能描述现实的 GC 动力学,而这里实施的简单 Tfh 成熟和抗原耗竭机制则不能。我们还发现,在所有模型中,与 Tfh 细胞动力学直接相关的过程对 GC 动力学的影响最大。这表明存在一些尚未被发现的机制,通过影响 Tfh 细胞对增殖诱导刺激的反应来调节 GC 动力学。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cedb/6729701/fdc114c07df4/fimmu-10-02038-g0001.jpg

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