Fractal topology of gene promoter networks at phase transitions.

Preston R Aldrich, Robert K Horsley, Yousuf A Ahmed, Joseph J Williamson, Stefan M Turcic
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引用次数: 12

Abstract

Much is known regarding the structure and logic of genetic regulatory networks. Less understood is the contextual organization of promoter signals used during transcription initiation, the most pivotal stage during gene expression. Here we show that promoter networks organize spontaneously at a dimension between the 1-dimension of the DNA and 3-dimension of the cell. Network methods were used to visualize the global structure of E. coli sigma (sigma) recognition footprints using published promoter sequences (RegulonDB). Footprints were rendered as networks with weighted edges representing bp-sharing between promoters (nodes). Serial thresholding revealed phase transitions at positions predicted by percolation theory, and nuclei denoting short steps through promoter space with geometrically constrained linkages. The network nuclei are fractals, a power-law organization not yet described for promoters. Genome-wide promoter abundance also scaled as a power-law. We propose a general model for the development of a fractal nucleus in a transcriptional grammar.

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基因启动子网络相变的分形拓扑结构。
关于基因调控网络的结构和逻辑,我们知道的很多。转录起始是基因表达过程中最关键的阶段,人们对启动子信号的上下文组织知之甚少。在这里,我们表明启动子网络在DNA的一维和细胞的三维之间自发组织。利用已发表的启动子序列(RegulonDB),利用网络方法可视化大肠杆菌sigma (sigma)识别足迹的全局结构。足迹被渲染为带有加权边的网络,表示启动子(节点)之间的bp共享。序列阈值分析揭示了在渗流理论预测的位置上的相变,以及原子核在几何约束连接下通过启动子空间的短步。网络核是分形的,这是一种幂律组织,还没有被描述为启动子。全基因组启动子丰度也按幂律缩放。我们提出了一个通用模型的发展分形核在转录语法。
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