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Recent computational developments on CLIP-seq data analysis and microRNA targeting implications

机译:最近对剪辑SEQ数据分析和MicroRNA靶向影响的计算发展

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摘要

Cross-Linking Immunoprecipitation associated to high-throughput sequencing (CLIP-seq) is a technique used to identify RNA directly bound to RNA-binding proteins across the entire transcriptome in cell or tissue samples. Recent technological and computational advances permit the analysis of many CLIP-seq samples simultaneously, allowing us to reveal the comprehensive network of RNA–protein interaction and to integrate it to other genome-wide analyses. Therefore, the design and quality management of the CLIP-seq analyses are of critical importance to extract clean and biological meaningful information from CLIP-seq experiments. The application of CLIP-seq technique to Argonaute 2 (Ago2) protein, the main component of the microRNA (miRNA)-induced silencing complex, reveals the direct binding sites of miRNAs, thus providing insightful information about the role played by miRNA(s). In this review, we summarize and discuss the most recent computational methods for CLIP-seq analysis, and discuss their impact on Ago2/miRNA-binding site identification and prediction with a regard toward human pathologies.
机译:与高通量测序(剪辑SEQ)相关的交联免疫沉淀是用于鉴定细胞或组织样品中整个转录组的RNA直接结合RNA结合蛋白的RNA的技术。最近的技术和计算进步允许同时分析许多剪辑SEQ样本,使我们能够揭示RNA蛋白质相互作用的综合网络,并将其整合到其他基因组范围内。因此,剪辑SEQ分析的设计和质量管理是从剪辑-SEQ实验中提取清洁和生物有意义的信息的重要意义。剪辑-SEQ技术在Argonaute 2(前2)蛋白中,MicroRNA(miRNA)的主要成分诱导沉默复合物,揭示了miRNA的直接结合位点,从而提供了关于MiRNA所扮演的作用的富有识别信息。在本综述中,我们总结并讨论了剪辑SEQ分析的最新计算方法,并在前任/ miRNA结合位点识别和对人类病理的预测讨论其影响。

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