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Network modules help the identification of key transport routes, signaling pathways in cellular and other networks

机译:网络模块有助于识别关键的运输路线,   细胞和其他网络中的信号通路

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摘要

Complex systems are successfully reduced to interacting elements via thenetwork concept. Transport plays a key role in the survival of networks. Forexample the specialized signaling cascades of cellular networks filter noiseand efficiently adapt the network structure to new stimuli. However, ourgeneral understanding of transport mechanisms and signaling pathways in complexsystems is yet limited. Here we summarize the key network structures involvedin transport, list the solutions available to overloaded systems for relaxingtheir load and outline a possible method for the computational determination ofsignaling pathways. We highlight that in addition to hubs, bridges and thenetwork skeleton, the overlapping modular structure is also essential innetwork transport. Moreover, by locating network elements in the space ofoverlapping network modules and evaluating their distance in this "modulespace", it may be possible to approximate signaling pathways computationally,which, in turn could serve the identification of signaling pathways of complexsystems. Our model may be applicable in a wide range of fields includingtraffic control or drug design.
机译:复杂的系统通过网络概念成功地简化为交互元素。传输在网络生存中起着关键作用。例如,蜂窝网络的专用信令级联过滤噪声并有效地使网络结构适应新的刺激。但是,我们对复杂系统中的转运机制和信号传导途径的一般理解仍然有限。在这里,我们总结了运输中涉及的关键网络结构,列出了过载系统可用于减轻其负荷的解决方案,并概述了信号通路计算确定的一种可能方法。我们着重指出,除了集线器,桥和网络骨架之外,重叠的模块化结构在网络传输中也是必不可少的。而且,通过在重叠的网络模块的空间中定位网络元件并在该“模块空间”中评估它们的距离,可能有可能通过计算来近似信令路径,这继而可以用于识别复杂系统的信令路径。我们的模型可能适用于广泛的领域,包括交通管制或药物设计。

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