Bolouri Hamid, Davidson Eric H
Institute for Systems Biology, 1441 North 34th Street, Seattle, WA 98103-8904, USA.
Proc Natl Acad Sci U S A. 2003 Aug 5;100(16):9371-6. doi: 10.1073/pnas.1533293100. Epub 2003 Jul 25.
A model was built to examine the kinetics of regulatory cascades such as occur in developmental gene networks. The model relates occupancy of cis-regulatory target sites to transcriptional initiation rate, and thence to RNA and protein output. The model was used to simulate regulatory cascades in which genes encoding transcription factors are successively activated. Using realistic parameter ranges based on extensive earlier measurements in sea urchin embryos, we find that transitions of regulatory states occur sharply in these simulations, with respect to time or changing transcription factor concentrations. As is often observed in developing systems, the simulated regulatory cascades display a succession of gene activations separated by delays of some hours. The most important causes of this behavior are cooperativity in the assembly of cis-regulatory complexes and the high specificity of transcription factors for their target sites. Successive transitions in state occur long in advance of the approach to steady-state levels of the molecules that drive the process. The kinetics of such developmental systems thus depend mainly on the initial output rates of genes activated in response to the advent of new transcription factors.
构建了一个模型来研究调控级联反应的动力学,比如在发育基因网络中发生的调控级联反应。该模型将顺式调控靶位点的占据情况与转录起始速率联系起来,进而与RNA和蛋白质产量联系起来。该模型用于模拟调控级联反应,其中编码转录因子的基因被相继激活。基于此前对海胆胚胎进行的大量测量所得到的实际参数范围,我们发现在这些模拟中,调控状态的转变在时间或转录因子浓度变化方面会急剧发生。正如在发育系统中经常观察到的那样,模拟的调控级联反应显示出一系列被数小时延迟隔开的基因激活。这种行为的最重要原因是顺式调控复合物组装中的协同作用以及转录因子对其靶位点的高特异性。状态的相继转变在驱动该过程的分子达到稳态水平之前很久就发生了。因此,此类发育系统的动力学主要取决于响应新转录因子出现而被激活的基因的初始输出速率。