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首页> 外文期刊>BMC Systems Biology >Short linear motifs in intrinsically disordered regions modulate HOG signaling capacity
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Short linear motifs in intrinsically disordered regions modulate HOG signaling capacity

机译:内在无序区域中的短线性基序调节HOG信号传导能力

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The effort to characterize intrinsically disordered regions of signaling proteins is rapidly expanding. An important class of disordered interaction modules are ubiquitous and functionally diverse elements known as short linear motifs (SLiMs). To further examine the role of SLiMs in signal transduction, we used a previously devised bioinformatics method to predict evolutionarily conserved SLiMs within a well-characterized pathway in S. cerevisiae. Using a single cell, reporter-based flow cytometry assay in conjunction with a fluorescent reporter driven by a pathway-specific promoter, we quantitatively assessed pathway output via systematic deletions of individual motifs. We found that, when deleted, 34% (10/29) of predicted SLiMs displayed a significant decrease in pathway output, providing evidence that these motifs play a role in signal transduction. Assuming that mutations in SLiMs have quantitative effects on mechanisms of signaling, we show that perturbations of parameters in a previously published stochastic model of HOG signaling could reproduce the quantitative effects of 4 out of 7 mutations in previously unknown SLiMs. Our study suggests that, even in well-characterized pathways, large numbers of functional elements remain undiscovered, and that challenges remain for application of systems biology models to interpret the effects of mutations in signaling pathways.
机译:表征信号蛋白内在无序区域的努力正在迅速扩大。一类重要的无序交互模块是普遍存在且功能多样的元素,称为短线性基序(SLiM)。为了进一步检查SLiMs在信号转导中的作用,我们使用了先前设计的生物信息学方法来预测酿酒酵母中一个特征明确的途径中进化保守的SLiMs。使用单细胞,基于报告基因的流式细胞仪检测,结合由途径特异性启动子驱动的荧光报告基因,我们通过系统性删除单个基序来定量评估途径输出。我们发现,删除时,预测的SLiMs的34%(10/29)显示出途径输出的显着降低,提供了这些基序在信号转导中起作用的证据。假设SLiMs中的突变对信号传导机制具有定量作用,我们表明在先前发表的HOG信号随机模型中参数的扰动可能会在先前未知的SLiMs中重现7个突变中的4个的定量作用。我们的研究表明,即使在充分表征的途径中,仍未发现大量功能元件,并且应用系统生物学模型来解释信号通路中突变的影响仍然面临挑战。

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