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植物发育中油菜素类固醇介导信号转导的建模方法

Methods for Modeling Brassinosteroid-Mediated Signaling in Plant Development.

作者信息

Frigola David, Caño-Delgado Ana I, Ibañes Marta

机构信息

Departament de Física de la Matèria Condensada, Facultat de Física, Universitat de Barcelona, 08028, Barcelona, Spain.

Department of Molecular Genetics, Center for Research in Agricultural Genomics (CRAG), Consejo Superior de Investigaciones Científicas-Institut Recerca i Tecnologia Agroalimentaries-Universitat Autonóma de Barcelona-Universitat de Barcelona (CSIC-IRTA-UABUB), 08193, Barcelona, Spain.

出版信息

Methods Mol Biol. 2017;1564:103-120. doi: 10.1007/978-1-4939-6813-8_9.

Abstract

Mathematical modeling of biological processes is a useful tool to draw conclusions that are contained in the data, but not directly reachable, as well as to make predictions and select the most efficient follow-up experiments. Here we outline a method to model systems of a few proteins that interact transcriptionally and/or posttranscriptionally, by representing the system as Ordinary Differential Equations and to study the model dynamics and stationary states. We exemplify this method by focusing on the regulation by the brassinosteroid (BR) signaling component BRASSINOSTEROID INSENSITIVE1 ETHYL METHYL SULFONATE SUPPRESSOR1 (BES1) of BRAVO, a quiescence-regulating transcription factor expressed in the quiescent cells of Arabidopsis thaliana roots. The method to extract the stationary states and the dynamics is provided as a Mathematica code and requires basic knowledge of the Mathematica software to be executed.

摘要

生物过程的数学建模是一种有用的工具,可用于得出数据中包含但无法直接获得的结论,以及进行预测并选择最有效的后续实验。在此,我们概述一种对少数转录和/或转录后相互作用的蛋白质系统进行建模的方法,即将该系统表示为常微分方程,并研究模型动力学和稳态。我们以拟南芥根静止细胞中表达的静止调节转录因子BRAVO的油菜素类固醇(BR)信号成分油菜素类固醇不敏感1甲基磺酸乙酯抑制子1(BES1)的调节为例,阐述该方法。提取稳态和动力学的方法以Mathematica代码形式给出,执行该代码需要具备Mathematica软件的基本知识。

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