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Hyb: A bioinformatics pipeline for the analysis of CLASH (crosslinking, ligation and sequencing of hybrids) data

机译:Hyb:用于分析CLASH(杂交的交联,连接和测序)数据的生物信息学管道

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摘要

Associations between proteins and RNA-RNA duplexes are important in post-transcriptional regulation of gene expression. The CLASH (Cross-linking, Ligation and Sequencing of Hybrids) technique captures RNA-RNA interactions by physically joining two RNA molecules associated with a protein complex into a single chimeric RNA molecule. These events are relatively rare and considerable effort is needed to detect a small number of chimeric sequences amongst millions of non-chimeric cDNA reads resulting from a CLASH experiment. We present the "hyb" bioinformatics pipeline, which we developed to analyse high-throughput cDNA sequencing data from CLASH experiments. Although primarily designed for use with AGO CLASH data, hyb can also be used for the detection and annotation of chimeric reads in other high-throughput sequencing datasets. We examined the sensitivity and specificity of chimera detection in a test dataset using the BLAST, BLAST+, BLAT, pBLAT and Bowtie2 read alignment programs. We obtained the most reliable results in the shortest time using a combination of preprocessing with Flexbar and subsequent read-mapping using Bowtie2. The "hyb" software is distributed under the GNU GPL (General Public License) and can be downloaded from https://github.com/gkudla/hyb.
机译:蛋白质和RNA-RNA双链体之间的关联在基因表达的转录后调控中很重要。 CLASH(杂交的交叉链接,连接和测序)技术通过将与蛋白质复合物相关的两个RNA分子物理连接到单个嵌合RNA分子中来捕获RNA-RNA相互作用。这些事件是相对罕见的,需要大量的工作来检测CLASH实验产生的数百万个非嵌合cDNA读数中的少量嵌合序列。我们介绍了“ hyb”生物信息学流水线,我们开发该流水线是为了分析CLASH实验中的高通量cDNA测序数据。尽管hyb主要设计用于AGO CLASH数据,但也可用于检测和注释其他高通量测序数据集中的嵌合读物。我们使用BLAST,BLAST +,BLAT,pBLAT和Bowtie2读取比对程序在测试数据集中检查了嵌合体检测的敏感性和特异性。通过结合使用Flexbar进行预处理和随后使用Bowtie2进行读取映射,我们在最短的时间内获得了最可靠的结果。 “ hyb”软件在GNU GPL(通用公共许可证)下分发,可以从https://github.com/gkudla/hyb下载。

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