Computational Methods for CLIP-Seq Data Processing

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چکیده

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Computational Methods for CLIP-seq Data Processing

RNA-binding proteins (RBPs) are at the core of post-transcriptional regulation and thus of gene expression control at the RNA level. One of the principal challenges in the field of gene expression regulation is to understand RBPs mechanism of action. As a result of recent evolution of experimental techniques, it is now possible to obtain the RNA regions recognized by RBPs on a transcriptome-wid...

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CLIP-seq experiments are currently the most important means for determining the binding sites of RNA binding proteins on a genome-wide level. The computational analysis can be divided into three steps. In the first pre-processing stage, raw reads have to be trimmed and mapped to the genome. This step has to be specifically adapted for each CLIP-seq protocol. The next step is peak calling, which...

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RNA-binding protein (RBP) is a key player in regulating gene expression at the posttranscriptional level. CLIP-Seq, with the ability to provide a genome-wide map of protein-RNA interactions, has been increasingly used to decipher RBP-mediated posttranscriptional regulation. Generating highly reliable binding sites from CLIP-Seq requires not only stringent library preparation but also considerab...

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During the process of transcription and post transcription, RNA synthesis and modifications such as alternative splicing is mainly regulated through the binding of functional proteins. Thus, to understand the fate and the molecular function of RNA, one of the key tasks is to map the binding sites between RNA-binding proteins and RNAs[1]. Regard of interactions between RNA and RNA-binding protei...

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ژورنال

عنوان ژورنال: Bioinformatics and Biology Insights

سال: 2014

ISSN: 1177-9322,1177-9322

DOI: 10.4137/bbi.s16803