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Cistrome Cancer: a web resource for integrative gene regulation modeling in cancer

机译:Cistrome Cancer:用于癌症中整合基因调控建模的网络资源

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摘要

Cancer results from a breakdown of normal gene expression control, so the study of gene regulation is critical to cancer research. To gain insight into the transcriptional and epigenetic factors regulating abnormal gene expression patterns in cancers, we developed the Cistrome Cancer web resource (). We conducted the systematic integration and modeling of over ten thousand tumor molecular profiles from The Cancer Genome Atlas (TCGA) with over twenty-three thousand ChIP-seq and chromatin accessibility profiles from our Cistrome collection. The results include reconstruction of functional enhancer profiles, “super-enhancer” target genes, as well as predictions of active transcription factors (TF) and their target genes for each TCGA cancer type. Cistrome Cancer reveals novel insights from integrative analyses combining chromatin profiles with tumor molecular profiles, and will be a useful resource to the cancer gene regulation community.
机译:癌症是由于正常基因表达控制的失败所致,因此基因调控的研究对于癌症研究至关重要。为了深入了解调节癌症中异常基因表达模式的转录和表观遗传因素,我们开发了Cistrome Cancer网站资源()。我们对来自The Cancer Genome Atlas(TCGA)的一万多个肿瘤分子图谱与来自我们Cistrome集合的2.3万多个ChIP-seq和染色质可及性谱图进行了系统集成和建模。结果包括功能增强子谱,“超级增强子”靶基因的重建,以及每种TCGA癌症类型的活性转录因子(TF)及其靶基因的预测。 Cistrome Cancer通过结合染色质图谱和肿瘤分子图谱的整合分析揭示了新颖的见解,并将成为癌症基因调控界的有用资源。

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