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Assembly of a Comprehensive Regulatory Network for the Mammalian Circadian Clock: A Bioinformatics Approach

机译:哺乳动物昼夜节律时钟综合监管网络的组装:一种生物信息学方法

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摘要

By regulating the timing of cellular processes, the circadian clock provides a way to adapt physiology and behaviour to the geophysical time. In mammals, a light-entrainable master clock located in the suprachiasmatic nucleus (SCN) controls peripheral clocks that are present in virtually every body cell. Defective circadian timing is associated with several pathologies such as cancer and metabolic and sleep disorders. To better understand the circadian regulation of cellular processes, we developed a bioinformatics pipeline encompassing the analysis of high-throughput data sets and the exploitation of published knowledge by text-mining. We identified 118 novel potential clock-regulated genes and integrated them into an existing high-quality circadian network, generating the to-date most comprehensive network of circadian regulated genes (NCRG). To validate particular elements in our network, we assessed publicly available ChIP-seq data for BMAL1, REV-ERBα/β and RORα/γ proteins and found strong evidence for circadian regulation of Elavl1, Nme1, Dhx6, Med1 and Rbbp7 all of which are involved in the regulation of tumourigenesis. Furthermore, we identified Ncl and Ddx6, as targets of RORγ and REV-ERBα, β, respectively. Most interestingly, these genes were also reported to be involved in miRNA regulation; in particular, NCL regulates several miRNAs, all involved in cancer aggressiveness. Thus, NCL represents a novel potential link via which the circadian clock, and specifically RORγ, regulates the expression of miRNAs, with particular consequences in breast cancer progression. Our findings bring us one step forward towards a mechanistic understanding of mammalian circadian regulation, and provide further evidence of the influence of circadian deregulation in cancer.
机译:通过调节细胞过程的时间,生物钟提供了一种使生理和行为适应地球物理时间的方法。在哺乳动物中,位于视交叉上核(SCN)的可携带光的主时钟控制着几乎每个人体细胞中都存在的外围时钟。昼夜节律性受损与多种病理相关,例如癌症,代谢和睡眠障碍。为了更好地了解细胞过程的昼夜节律,我们开发了一条生物信息学流水线,其中包括对高通量数据集的分析以及通过文本挖掘对已发布知识的利用。我们确定了118个潜在的潜在时钟调节基因,并将它们整合到现有的高质量生物钟网络中,从而生成了迄今为止最全面的生物钟调控基因(NCRG)网络。为了验证我们网络中的特定元素,我们评估了BMAL1,REV-ERBα/β和RORα/γ蛋白的公开可用ChIP-seq数据,并发现了Elavl1,Nme1,Dhx6,Med1和Rbbp7的昼夜节律调控的有力证据。参与肿瘤发生的调节。此外,我们将Ncl和Ddx6分别确定为RORγ和REV-ERBα,β的靶标。最有趣的是,据报道这些基因也参与了miRNA的调控。特别是,NCL调节了几种miRNA,所有这些均与癌症的侵袭性有关。因此,NCL代表了一种新的潜在联系,通过该联系,昼夜节律时钟,特别是RORγ,可以调节miRNA的表达,对乳腺癌的进展具有特殊的影响。我们的发现使我们朝着对哺乳动物昼夜节律调节的机制理解迈出了一步,并提供了昼夜节律放松对癌症的影响的进一步证据。

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