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使用数学建模对浆细胞动力学进行量化。

Quantification of plasma cell dynamics using mathematical modelling.

作者信息

Mohr Marcel, Hose Dirk, Seckinger Anja, Marciniak-Czochra Anna

机构信息

Heidelberg University, Institute of Applied Mathematics, BIOQUANT and IWR, Heidelberg, Germany.

Heidelberg University Hospital, Medical Clinic V, Heidelberg, Germany.

出版信息

R Soc Open Sci. 2018 Jan 24;5(1):170759. doi: 10.1098/rsos.170759. eCollection 2018 Jan.

DOI:10.1098/rsos.170759
PMID:29410799
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5792876/
Abstract

Plasma cells (PCs) are the main antibody-producing cells in humans. They are long-lived so that specific antibodies against either pathogens or vaccines are produced for decades. PC longevity is attributed to specific areas within the bone marrow micro-environment, the so-called 'niche', providing the cells with required growth and survival factors. With antigen encounters, e.g. infection or vaccination, new PCs are generated and home to the bone marrow where they compete with resident PCs for the niche. We propose a parametrized mathematical model describing healthy PC dynamics in the bone marrow. The model accounts for competition for the niche between newly produced PCs owing to vaccination and resident PCs. Mathematical analysis and numerical simulations of the model allow explanation of the recovery of PC homoeostasis after a vaccine-induced perturbation, and the fraction of vaccine-specific PCs inside the niche. The model enables quantification of the niche-related dynamics of PCs, i.e. the duration of PC transition into the niche and the impact of different rates for PC transitions into and out of the niche on the observed cell dynamics. Ultimately, it provides a potential basis for further investigations in health and disease.

摘要

浆细胞(PCs)是人类主要的抗体产生细胞。它们寿命很长,因此针对病原体或疫苗的特异性抗体能够产生数十年。PC的长寿归因于骨髓微环境中的特定区域,即所谓的“生态位”,该区域为细胞提供所需的生长和存活因子。遇到抗原时,例如感染或接种疫苗,新的PC会产生并归巢至骨髓,在那里它们与驻留的PC竞争生态位。我们提出了一个参数化数学模型,用于描述骨髓中健康PC的动态变化。该模型考虑了由于接种疫苗产生的新PC与驻留PC之间对生态位的竞争。对该模型进行数学分析和数值模拟,可以解释疫苗诱导的扰动后PC稳态的恢复情况,以及生态位内疫苗特异性PC的比例。该模型能够量化PC与生态位相关的动态变化,即PC过渡到生态位的持续时间,以及不同的PC进入和离开生态位的速率对观察到的细胞动态变化的影响。最终,它为健康和疾病的进一步研究提供了潜在基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/4e889cc4cb76/rsos170759-g6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/8d6cc9a83c97/rsos170759-g1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/aba88cc3ad82/rsos170759-g2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/bb390adfff33/rsos170759-g3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/092891d91f9a/rsos170759-g4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/c1e04fa70489/rsos170759-g5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/4e889cc4cb76/rsos170759-g6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/8d6cc9a83c97/rsos170759-g1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/aba88cc3ad82/rsos170759-g2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/bb390adfff33/rsos170759-g3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/092891d91f9a/rsos170759-g4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/c1e04fa70489/rsos170759-g5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/db65/5792876/4e889cc4cb76/rsos170759-g6.jpg

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本文引用的文献

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The generation of antibody-secreting plasma cells.浆细胞分泌抗体的产生。
Nat Rev Immunol. 2015 Mar;15(3):160-71. doi: 10.1038/nri3795. Epub 2015 Feb 20.
2
Mathematical modeling provides kinetic details of the human immune response to vaccination.数学建模提供了人类对疫苗接种免疫反应的动力学细节。
Front Cell Infect Microbiol. 2015 Jan 9;4:177. doi: 10.3389/fcimb.2014.00177. eCollection 2014.
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Plasma cell homeostasis: the effects of chronic antigen stimulation and inflammation.浆细胞稳态:慢性抗原刺激和炎症的影响。
J Immunol. 2013 Sep 15;191(6):3128-38. doi: 10.4049/jimmunol.1301163. Epub 2013 Aug 9.
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The establishment of the plasma cell survival niche in the bone marrow.浆细胞生存龛在骨髓中的建立。
Immunol Rev. 2013 Jan;251(1):177-88. doi: 10.1111/imr.12011.
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Origin and Function of Circulating Plasmablasts during Acute Viral Infections.急性病毒感染期间循环浆细胞的起源和功能。
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Living on three time scales: the dynamics of plasma cell and antibody populations illustrated for hepatitis a virus.生活在三个时间尺度上:甲型肝炎病毒的浆细胞和抗体群体动态。
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Eosinophils are required for the maintenance of plasma cells in the bone marrow.嗜酸性粒细胞对于骨髓中浆细胞的维持是必需的。
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