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整合全基因组转录因子占据、RNA 聚合酶 II 结合和稳态 RNA 水平的分析,可识别出差异调节的功能基因类别。

Integrated genome-wide analysis of transcription factor occupancy, RNA polymerase II binding and steady-state RNA levels identify differentially regulated functional gene classes.

机构信息

Hubrecht Institute KNAW and University Medical Center, 3584 CT Utrecht, The Netherlands.

出版信息

Nucleic Acids Res. 2012 Jan;40(1):148-58. doi: 10.1093/nar/gkr720. Epub 2011 Sep 13.

Abstract

Routine methods for assaying steady-state mRNA levels such as RNA-seq and micro-arrays are commonly used as readouts to study the role of transcription factors (TFs) in gene expression regulation. However, cellular RNA levels do not solely depend on activity of TFs and subsequent transcription by RNA polymerase II (Pol II), but are also affected by RNA turnover rate. Here, we demonstrate that integrated analysis of genome-wide TF occupancy, Pol II binding and steady-state RNA levels provide important insights in gene regulatory mechanisms. Pol II occupancy, as detected by Pol II ChIP-seq, was found to correlate better with TF occupancy compared to steady-state RNA levels and is thus a more precise readout for the primary transcriptional mechanisms that are triggered by signal transduction. Furthermore, analysis of differential Pol II occupancy and RNA-seq levels identified genes with high Pol II occupancy and relatively low RNA levels and vice versa. These categories are strongly enriched for genes from different functional classes. Our results demonstrate a complementary value in Pol II chip-seq and RNA-seq approaches for better understanding of gene expression regulation.

摘要

常规方法如 RNA-seq 和微阵列常用于分析稳态 mRNA 水平,以研究转录因子(TFs)在基因表达调控中的作用。然而,细胞内的 RNA 水平不仅取决于 TFs 的活性和随后由 RNA 聚合酶 II(Pol II)进行的转录,还受 RNA 周转率的影响。在这里,我们证明了全基因组 TF 占据、Pol II 结合和稳态 RNA 水平的综合分析为基因调控机制提供了重要的见解。Pol II 占据,如 Pol II ChIP-seq 检测到的,与稳态 RNA 水平相比,与 TF 占据的相关性更好,因此是由信号转导触发的主要转录机制的更精确的读出。此外,分析差异 Pol II 占据和 RNA-seq 水平鉴定了具有高 Pol II 占据和相对低 RNA 水平的基因,反之亦然。这些类别强烈富集了来自不同功能类别的基因。我们的结果表明,Pol II 芯片-seq 和 RNA-seq 方法具有互补的价值,可更好地理解基因表达调控。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f442/3245935/14b1fca6bd89/gkr720f1.jpg

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