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COREGNET: reconstruction and integrated analysis of co-regulatory networks

机译:COREGNET:共同监管网络的重建和综合分析

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摘要

COREGNET is an R/Bioconductor package to analyze large-scale transcriptomic data by highlighting sets of co-regulators. Based on a transcriptomic dataset, COREGNET can be used to: reconstruct a large-scale co-regulatory network, integrate regulation evidences such as transcription factor binding sites and ChIP data, estimate sample-specific regulator activity, identify cooperative transcription factors and analyze the sample-specific combinations of active regulators through an interactive visualization tool. In this study COREGNET was used to identify driver regulators of bladder cancer.
机译:COREGNET是一种R / Bioconductor软件包,可通过突出显示一组共调节子来分析大规模转录组数据。基于转录组数据集,COREGNET可用于:重建大规模的共调控网络,整合调控证据(例如转录因子结合位点和ChIP数据),估计样品特异性调控因子活性,识别协同转录因子并分析样品交互式可视化工具实现主动调节器的特定组合。在这项研究中,COREGNET用于识别膀胱癌的驱动程序调节因子。

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