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RAD:一个用于识别区域相关差异表达基因的网络应用程序。

RAD: a web application to identify region associated differentially expressed genes.

作者信息

Guo Yixin, Xue Ziwei, Yuan Ruihong, Li Jingyi Jessica, Pastor William A, Liu Wanlu

机构信息

Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Haining 314400, China.

Department of Statistics, University of California, Los Angeles, CA 90095-1554, USA.

出版信息

Bioinformatics. 2021 Sep 9;37(17):2741-2743. doi: 10.1093/bioinformatics/btab075.

Abstract

SUMMARY

With the advance of genomic sequencing techniques, chromatin accessible regions, transcription factor binding sites and epigenetic modifications can be identified at genome-wide scale. Conventional analyses focus on the gene regulation at proximal regions; however, distal regions are usually less focused, largely due to the lack of reliable tools to link these regions to coding genes. In this study, we introduce RAD (Region Associated Differentially expressed genes), a user-friendly web tool to identify both proximal and distal region associated differentially expressed genes (DEGs). With DEGs and genomic regions of interest (gROI) as input, RAD maps the up- and down-regulated genes associated with any gROI and helps researchers to infer the regulatory function of these regions based on the distance of gROI to differentially expressed genes. RAD includes visualization of the results and statistical inference for significance.

AVAILABILITY AND IMPLEMENTATION

RAD is implemented with Python 3.7 and run on a Nginx server. RAD is freely available at https://labw.org/rad as online web service.

SUPPLEMENTARY INFORMATION

Supplementary data are available at Bioinformatics online.

摘要

摘要

随着基因组测序技术的发展,可以在全基因组范围内鉴定染色质可及区域、转录因子结合位点和表观遗传修饰。传统分析聚焦于近端区域的基因调控;然而,远端区域通常较少受到关注,这主要是由于缺乏将这些区域与编码基因联系起来的可靠工具。在本研究中,我们介绍了RAD(区域相关差异表达基因),这是一个用户友好的网络工具,用于鉴定近端和远端区域相关的差异表达基因(DEG)。以DEG和感兴趣的基因组区域(gROI)作为输入,RAD绘制与任何gROI相关的上调和下调基因图谱,并帮助研究人员根据gROI与差异表达基因的距离推断这些区域的调控功能。RAD包括结果可视化和显著性统计推断。

可用性和实现方式

RAD用Python 3.7实现,并在Nginx服务器上运行。RAD可作为在线网络服务在https://labw.org/rad上免费获取。

补充信息

补充数据可在《生物信息学》在线获取。

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