Sun Yet-Sen University, School of Mathematical and Computational Sciences, Guangzhou, People's Republic of China.
IET Syst Biol. 2009 Nov;3(6):440-52. doi: 10.1049/iet-syb.2009.0004.
A cis-regulatory module often processes multiple regulatory inputs provided by transcription factors that bind to DNA and regulate the expression of the gene in a combinatorial logic manner. Here the authors analyse dynamic cross correlations between the regulator concentrations and the output of the gene using stochastic modelling, and show their characteristics for different logic operations. The authors find that the dynamic cross-correlation curve with respect to the correlation time near the peak close to the point of the zero correlation time is upwards convex in the case of AND logic whereas downwards convex in the case of OR logic, where intrinsic and extrinsic noise plays a distinct role. This result implies that the cross-correlation function is a useful and robust index for distinguishing super- and sub-additive gene regulatory scenarios (molecular analogues of AND and OR logic operations) that faithfully represent gene expression.
顺式调控模块通常处理转录因子提供的多个调控输入,转录因子结合 DNA 并以组合逻辑的方式调节基因的表达。本文作者使用随机建模分析了调控器浓度与基因输出之间的动态交叉相关,展示了它们在不同逻辑操作下的特征。作者发现,在 AND 逻辑的情况下,与零相关时间附近的相关时间的动态交叉相关曲线在峰值附近接近向上凸,而在 OR 逻辑的情况下向下凸,其中内在和外在噪声起着明显的作用。这一结果意味着交叉相关函数是区分超加性和亚加性基因调控场景(AND 和 OR 逻辑操作的分子类似物)的有用且稳健的指标,这些场景忠实表示基因表达。