Werner Maria, Semsey Szabolcs, Sneppen Kim, Krishna Sandeep
Department of Computational Biology, Royal Institute of Technology, Albanova University Center, Stockholm, Sweden.
PLoS One. 2009;4(3):e4923. doi: 10.1371/journal.pone.0004923. Epub 2009 Mar 17.
Proper cellular function requires uptake of small molecules from the environment. In response to changes in extracellular conditions cells alter the import and utilization of small molecules. For a wide variety of small molecules the cellular response is regulated by a network motif that combines two feedback loops, one which regulates the transport and the other which regulates the subsequent metabolism.
We analyze the dynamic behavior of two widespread but logically distinct two-loop motifs. These motifs differ in the logic of the feedback loop regulating the uptake of the small molecule. Our aim is to examine the qualitative features of the dynamics of these two classes of feedback motifs. We find that the negative feedback to transport is accompanied by overshoot in the intracellular amount of small molecules, whereas a positive feedback to transport removes overshoot by boosting the final steady state level. On the other hand, the negative feedback allows for a rapid initial response, whereas the positive feedback is slower. We also illustrate how the dynamical deficiencies of one feedback motif can be mitigated by an additional loop, while maintaining the original steady-state properties.
Our analysis emphasizes the core of the regulation found in many motifs at the interface between the metabolic network and the environment of the cell. By simplifying the regulation into uptake and the first metabolic step, we provide a basis for elaborate studies of more realistic network structures. Particularly, this theoretical analysis predicts that FeS cluster formation plays an important role in the dynamics of iron homeostasis.
正常的细胞功能需要从环境中摄取小分子。细胞会根据细胞外条件的变化改变小分子的摄取和利用。对于多种小分子而言,细胞反应由一个结合了两个反馈回路的网络基序调节,其中一个回路调节运输,另一个回路调节后续的代谢。
我们分析了两种广泛存在但逻辑上不同的双回路基序的动态行为。这些基序在调节小分子摄取的反馈回路逻辑上有所不同。我们的目的是研究这两类反馈基序动力学的定性特征。我们发现,对运输的负反馈伴随着小分子细胞内含量的超调,而对运输的正反馈通过提高最终稳态水平消除超调。另一方面,负反馈允许快速的初始反应,而正反馈则较慢。我们还说明了一个反馈基序的动力学缺陷如何通过一个额外的回路得到缓解,同时保持原来的稳态特性。
我们的分析强调了在代谢网络与细胞环境之间的界面上许多基序中发现的调节核心。通过将调节简化为摄取和第一步代谢,我们为更详细地研究更现实的网络结构提供了基础。特别是,这一理论分析预测,FeS簇的形成在铁稳态动力学中起着重要作用。