Department of Biotechnology and Biosciences, University of Milano-Bicocca, P.zza della Scienza 2, 20126 Milano, Italy.
J Biotechnol. 2009 Nov;144(3):224-33. doi: 10.1016/j.jbiotec.2009.07.009. Epub 2009 Jul 17.
Molecular systems biology aims to describe the functions of complex biological processes through recursive integration of molecular analysis, modeling, simulation and theory. It focuses on networks that originate from interconnection of genes, proteins and metabolites whose dynamic interactions generate, as an emergent property of the system, the corresponding function. Although evolutionary optimized, intracellular biochemical parameters, such as the expression level of gene products or the affinity between two or more proteins, must have a permissible range that gives robustness against perturbations to the system. Using the yeast G(1)-to-S transition network as an example we show that sophisticated relations exist among network structure, emergent property and robustness. Different emergent properties are generated from the same network by changing the strength of its interactions, not only by altering expression level, but also through mono and multi-site phosphorylation/dephosphorylation. Besides, multi-site protein phosphorylation modules, widespread in cell cycle, may ensure robust and coherent timing of cell cycle transitions as it happens for the onset of DNA replication. In conclusion, the modulation of biological function/emergent property by modifying interaction strength provides an efficient, highly tunable device to regulate biological processes. Furthermore, the principles outlined herein may provide new insight to network analysis in drug discovery.
分子系统生物学旨在通过分子分析、建模、模拟和理论的递归整合来描述复杂生物过程的功能。它专注于由基因、蛋白质和代谢物相互连接而产生的网络,其动态相互作用作为系统的涌现属性,产生相应的功能。尽管是进化优化的,但细胞内生化参数,如基因产物的表达水平或两个或更多蛋白质之间的亲和力,必须有一个允许的范围,以赋予系统对扰动的鲁棒性。我们以酵母 G1 到 S 过渡网络为例,表明网络结构、涌现属性和鲁棒性之间存在复杂的关系。通过改变其相互作用的强度,而不仅仅是通过改变表达水平,还可以通过单和多位点磷酸化/去磷酸化,从相同的网络中产生不同的涌现属性。此外,细胞周期中广泛存在的多位点蛋白质磷酸化模块,可以确保细胞周期转换的稳健和连贯的定时,就像 DNA 复制的开始一样。总之,通过改变相互作用强度来调节生物功能/涌现属性提供了一种高效、高度可调的调节生物过程的装置。此外,本文概述的原则可能为药物发现中的网络分析提供新的见解。