Green Center for Systems Biology and Department of Pharmacology, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.
Proc Natl Acad Sci U S A. 2010 Jul 27;107(30):13300-5. doi: 10.1073/pnas.1003975107. Epub 2010 Jun 28.
Genetic circuits that regulate distinct cellular processes can differ in their wiring pattern of interactions (architecture) and susceptibility to stochastic fluctuations (noise). Whether the link between circuit architecture and noise is of biological importance remains, however, poorly understood. To investigate this problem, we performed a computational study of gene expression noise for all possible circuit architectures of feed-forward loop (FFL) motifs. Results revealed that FFL architectures fall into two categories depending on whether their ON (stimulated) or OFF (unstimulated) steady states exhibit noise. To explore the biological importance of this difference in noise behavior, we analyzed 858 documented FFLs in Escherichia coli that were divided into 39 functional categories. The majority of FFLs were found to regulate two subsets of functional categories. Interestingly, these two functional categories associated with FFLs of opposite noise behaviors. This opposite noise preference revealed two noise-based strategies to cope with environmental constraints where cellular responses are either initiated or terminated stochastically to allow probabilistic sampling of alternative states. FFLs may thus be selected for their architecture-dependent noise behavior, revealing a biological role for noise that is encoded in gene circuit architectures.
调控不同细胞过程的遗传电路在相互作用的连接模式(架构)和对随机波动的敏感性(噪声)方面可能存在差异。然而,电路架构和噪声之间的联系是否具有生物学重要性,仍知之甚少。为了研究这个问题,我们对前馈环(FFL)基序的所有可能电路架构进行了基因表达噪声的计算研究。结果表明,FFL 架构分为两类,取决于其 ON(受刺激)或 OFF(未受刺激)稳态是否表现出噪声。为了探索这种噪声行为差异的生物学重要性,我们分析了大肠杆菌中 858 个有文献记载的 FFL,它们分为 39 个功能类别。大多数 FFL 被发现调节两个功能类别子集。有趣的是,这两个功能类别与具有相反噪声行为的 FFL 相关。这种相反的噪声偏好揭示了两种基于噪声的策略,以应对环境约束,其中细胞反应要么随机启动,要么终止,从而允许对替代状态进行概率采样。因此,FFL 可能因其架构依赖的噪声行为而被选择,从而揭示了噪声在基因电路架构中编码的生物学作用。