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大肠杆菌中双相生长的类量子模型:预培养效应的操作描述。

Quantum-like model of diauxie in Escherichia coli: operational description of precultivation effect.

机构信息

Department of Information Sciences, Tokyo University of Science, Yamasaki 2641, Noda-shi, Chiba 278-8510, Japan.

出版信息

J Theor Biol. 2012 Dec 7;314:130-7. doi: 10.1016/j.jtbi.2012.08.022. Epub 2012 Sep 12.

Abstract

In this paper we apply the quantum-like (QL) approach to microbiology to present an operational description of the complex process of diauxie in Escherichia coli. We take as guaranteed that dynamics in cells is adaptive, i.e., it depends crucially on the microbiological context. This very general assumption is sufficient to appeal to quantum and more general QL probabilistic models. The next step is to find the operational representation - by operators in complex Hilbert space (as in quantum physics). To determine QL operators, we used the statistical data from Inada et al. (1996). To improve the QL-representation, we needed better experimental data. Corresponding experiments were recently done by two of the authors and in this paper we use these new data. In these data we found that bio-chemical context of precultivation of populations of E. coli plays a crucial role in E. coli preferences with respect to sugars. Hence, the form of the QL operator representing lactose operon activation also depends crucially on precultivation. One of our results is decomposition of the lactose operon activation operator to extract the factor determined by precultivation. The QL operational approach developed in this paper can be used not only for description of the process of diauxie in E. coli, but also other processes of gene expression. However, new experimental statistical data are demanded.

摘要

在本文中,我们将量子类似(QL)方法应用于微生物学,以对大肠杆菌中双相代谢的复杂过程进行操作描述。我们假设细胞中的动力学是适应性的,即它取决于微生物学的背景。这一非常普遍的假设足以吸引量子和更一般的 QL 概率模型。下一步是通过复杂希尔伯特空间中的算子(如量子物理学中的算子)找到操作表示。为了确定 QL 算子,我们使用了 Inada 等人(1996 年)的统计数据。为了改进 QL 表示,我们需要更好的实验数据。最近两位作者进行了相应的实验,本文使用了这些新数据。在这些数据中,我们发现大肠杆菌种群的预培养的生物化学背景对大肠杆菌对糖的偏好起着至关重要的作用。因此,代表乳糖操纵子激活的 QL 算子的形式也取决于预培养。我们的结果之一是将乳糖操纵子激活算子分解为提取由预培养决定的因子。本文中开发的 QL 操作方法不仅可用于描述大肠杆菌中双相代谢的过程,还可用于描述其他基因表达过程。但是,需要新的实验统计数据。

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