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酵母铁稳态调节:计算建模方法简介。

Iron Homeostatic Regulation in Saccharomyces cerevisiae: Introduction to a Computational Modeling Method.

机构信息

Departments of Chemistry and of Biochemistry and Biophysics, Texas A&M University, College Station, TX, USA.

出版信息

Methods Mol Biol. 2024;2839:3-29. doi: 10.1007/978-1-0716-4043-2_1.

Abstract

Over the past 30 years, much has been learned regarding iron homeostatic regulation in budding yeast, S. cerevisiae, including the identity of many of the proteins and molecular-level regulatory mechanisms involved. Most advances have involved inferring such mechanisms based on the analysis of iron-dysregulation phenotypes arising in various genetic mutant strains. Still lacking is a cellular- or system-level understanding of iron homeostasis. These experimental advances are summarized in this review, and a method for developing cellular-level regulatory mechanisms in yeast is presented. The method employs the results of Mössbauer spectroscopy of whole cells and organelles, iron quantification of the same, and ordinary differential equation-based mathematical models. Current models are simplistic when compared to the complexity of iron homeostasis in real cells, yet they hold promise as a useful, perhaps even required, complement to the popular genetics-based approach. The fundamental problem in comprehending cellular regulatory mechanisms is that, given the complexities involved, different molecular-level mechanisms can often give rise to virtually indistinguishable cellular phenotypes. Mathematical models cannot eliminate this problem, but they can minimize it.

摘要

在过去的 30 年中,人们对出芽酵母(Saccharomyces cerevisiae)中的铁稳态调节有了很多了解,包括许多涉及的蛋白质和分子水平调控机制的身份。大多数进展都涉及基于在各种遗传突变株中出现的铁失调表型分析来推断这些机制。仍然缺乏对铁稳态的细胞或系统水平的理解。本综述总结了这些实验进展,并提出了一种在酵母中开发细胞水平调控机制的方法。该方法利用了整个细胞和细胞器穆斯堡尔光谱的结果、相同的铁定量和基于常微分方程的数学模型。与真实细胞中铁稳态的复杂性相比,当前的模型较为简单,但它们有望成为流行的基于遗传学方法的有用补充,甚至是必需的补充。理解细胞调控机制的根本问题是,由于所涉及的复杂性,不同的分子水平机制通常会导致几乎无法区分的细胞表型。数学模型无法消除这个问题,但可以最小化它。

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