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Cis-regulatory code of stress-responsive transcription in Arabidopsis thaliana

机译:拟南芥胁迫响应转录的顺式调控密码。

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摘要

Environmental stress leads to dramatic transcriptional reprogramming, which is central to plant survival. Although substantial knowledge has accumulated on how a few plant cis-regulatory elements (CREs) function in stress regulation, many more CREs remain to be discovered. In addition, the plant stress cis-regulatory code, i.e., how CREs work independently and/or in concert to specify stress-responsive transcription, is mostly unknown. On the basis of gene expression patterns under multiple stresses, we identified a large number of putative CREs (pCREs) in Arabidopsis thaliana with characteristics of authentic cis-elements. Surprisingly, biotic and abiotic responses are mostly mediated by two distinct pCRE superfamilies. In addition, we uncovered cis-regulatory codes specifying how pCRE presence and absence, combinatorial relationships, location, and copy number can be used to predict stress-responsive expression. Expression prediction models based on pCRE combinations perform significantly better than those based on simply pCRE presence and absence, location, and copy number. Furthermore, instead of a few master combinatorial rules for each stress condition, many rules were discovered, and each appears to control only a small subset of stress-responsive genes. Given there are very few documented interactions between plant CREs, the combinatorial rules we have uncovered significantly contribute to a better understanding of the cis-regulatory logic underlying plant stress response and provide prioritized targets for experimentation.
机译:环境胁迫导致戏剧性的转录重编程,这对于植物存活至关重要。尽管已经积累了一些植物顺式调控元件(CRE)在胁迫调控中的功能方面的丰富知识,但仍有更多的CRE待发现。另外,植物胁迫顺式调节密码,即CRE如何独立地和/或协同工作以指定胁迫响应性转录,大多数是未知的。基于多种胁迫下的基因表达模式,我们在拟南芥中鉴定了大量具有真实顺式元素特征的推定CRE(pCRE)。令人惊讶地,生物和非生物反应主要由两个不同的pCRE超家族介导。此外,我们发现了顺式调节密码,该密码指定了pCRE的存在与否,组合关系,位置和拷贝数可用于预测应激反应的表达。基于pCRE组合的表达预测模型的性能明显优于仅基于pCRE存在和不存在,位置和拷贝数的表达预测模型。此外,发现了许多规则,而不是每种压力条件的一些主要组合规则,并且每个规则似乎只能控制一小部分应激反应基因。鉴于植物CRE之间相互作用的文献很少,我们发现的组合规则有助于更好地理解植物胁迫反应的顺式调控逻辑,并为实验提供了优先目标。

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