Center for Dynamics of Complex Systems, University of Potsdam, D-14469, Germany.
J Theor Biol. 2010 Mar 21;263(2):189-202. doi: 10.1016/j.jtbi.2009.11.007. Epub 2009 Nov 22.
The coordinated development of multicellular organisms is driven by intercellular communication. Differentiation into diverse cell types is usually associated with the existence of distinct attractors of gene regulatory networks, but how these attractors emerge from cell-cell coupling is still an open question. In order to understand and characterize the mechanisms through which coexisting attractors arise in multicellular systems, here we systematically investigate the dynamical behavior of a population of synthetic genetic oscillators coupled by chemical means. Using bifurcation analysis and numerical simulations, we identify various attractors and attempt to deduce from these findings a way to predict the organized collective behavior of growing populations. Our results show that dynamical clustering is a generic property of multicellular systems. We argue that such clustering might provide a basis for functional differentiation and variability in biological systems.
多细胞生物的协调发展是由细胞间通讯驱动的。细胞类型的分化通常与基因调控网络的不同吸引子的存在相关联,但这些吸引子如何从细胞-细胞耦合中出现仍然是一个悬而未决的问题。为了理解和描述共存吸引子在多细胞系统中出现的机制,我们在这里系统地研究了通过化学手段耦合的合成遗传振荡器群体的动力学行为。通过分岔分析和数值模拟,我们确定了各种吸引子,并试图从这些发现中推断出一种预测不断增长的群体有组织的集体行为的方法。我们的结果表明,动态聚类是多细胞系统的一种普遍特性。我们认为,这种聚类可能为生物系统的功能分化和可变性提供基础。