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底物限制型微生物生长中比消耗速率的介观随机模型。

A mesoscopic stochastic model for the specific consumption rate in substrate-limited microbial growth.

作者信息

Arranz F J, Peinado J M

机构信息

Grupo de Sistemas Complejos, Universidad Politécnica de Madrid (UPM), av. Puerta de Hierro, 2 - 4, 28040 Madrid, Spain.

CEI Campus Moncloa, UCM-UPM, Madrid, Spain.

出版信息

PLoS One. 2017 Feb 10;12(2):e0171717. doi: 10.1371/journal.pone.0171717. eCollection 2017.

Abstract

The specific consumption rate of substrate, as well as the associated specific growth rate, is an essential parameter in the mathematical description of substrate-limited microbial growth. In this paper we develop a completely new kinetic model of substrate transport, based on recent knowledge on the structural biology of transport proteins, which correctly describes very accurate experimental results at near-zero substrate concentration values found in the literature, where the widespread Michaelis-Menten model fails. Additionally, our model converges asymptotically to Michaelis-Menten predictions as substrate concentration increases. Instead of the single active site enzymatic reaction of Michaelis-Menten type, the proposed model assumes a multi-site kinetics, simplified as an apparent all-or-none mechanism for the transport, which is controlled by means of the local substrate concentration in the close vicinity of the transport protein. Besides, the model also assumes that this local concentration is not equal to the mean substrate concentration experimentally determined in the culture medium. Instead, we propose that it fluctuates with a mostly exponential distribution of Weibull type.

摘要

底物的比消耗速率以及相关的比生长速率,是底物限制型微生物生长数学描述中的一个重要参数。在本文中,我们基于对转运蛋白结构生物学的最新认识,开发了一种全新的底物转运动力学模型,该模型能够正确描述文献中在接近零底物浓度值时非常精确的实验结果,而广泛应用的米氏模型在此处失效。此外,随着底物浓度增加,我们的模型渐近收敛于米氏模型的预测结果。所提出的模型并非米氏类型的单活性位点酶促反应,而是假设一种多位点动力学,简化为一种表观的全或无转运机制,该机制由转运蛋白附近的局部底物浓度控制。此外,该模型还假设这种局部浓度不等于在培养基中实验测定的平均底物浓度。相反,我们提出它以韦布尔类型的大致指数分布波动。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/27c8/5302816/77a198a99084/pone.0171717.g001.jpg

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