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A compatible exon-exon junction database for the identification of exon skipping events using tandem mass spectrum data

机译:兼容的外显子-外显子连接数据库,可使用串联质谱数据识别外显子跳跃事件

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摘要

Background Alternative splicing is an important gene regulation mechanism. It is estimated that about 74% of multi-exon human genes have alternative splicing. High throughput tandem (MS/MS) mass spectrometry provides valuable information for rapidly identifying potentially novel alternatively-spliced protein products from experimental datasets. However, the ability to identify alternative splicing events through tandem mass spectrometry depends on the database against which the spectra are searched. Results We wrote scripts in perl, Bioperl, mysql and Ensembl API and built a theoretical exon-exon junction protein database to account for all possible combinations of exons for a gene while keeping the frame of translation (i.e., keeping only in-phase exon-exon combinations) from the Ensembl Core Database. Using our liver cancer MS/MS dataset, we identified a total of 488 non-redundant peptides that represent putative exon skipping events. Conclusion Our exon-exon junction database provides the scientific community with an efficient means to identify novel alternatively spliced (exon skipping) protein isoforms using mass spectrometry data. This database will be useful in annotating genome structures using rapidly accumulating proteomics data.
机译:背景技术选择性剪接是重要的基因调控机制。据估计,约74%的多外显子人类基因具有可变剪接。高通量串联(MS / MS)质谱仪提供了宝贵的信息,可用于从实验数据集中快速识别潜在的新型可变剪接蛋白产物。但是,通过串联质谱法识别其他剪接事件的能力取决于要搜索光谱的数据库。结果我们用perl,Bioperl,mysql和Ensembl API编写了脚本,并建立了理论上的外显子-外显子连接蛋白数据库,以解释基因的所有外显子组合,同时保持翻译框架(即仅保持同相外显子外显子组合)。使用我们的肝癌MS / MS数据集,我们总共鉴定了488个非冗余肽,这些肽代表推定的外显子跳跃事件。结论我们的外显子-外显子连接数据库为科学界提供了一种有效的手段,可利用质谱数据鉴定新颖的,剪接的(外显子跳跃)蛋白质同工型。该数据库将用于使用快速积累的蛋白质组学数据来注释基因组结构。

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