BMC Bioinformatics · 2008 · 28 citations · 23 references
Life SciencesBioinformaticsMolecular BiologyGenomicsProteomicsProteomics InformaticsMass Spectrometry Data AnalysisMass Spectrometry-based ProteomicsProtein Database SearchAlternative Splicing AnalysisAlternative Splicing AnnotationExon SkippingExon Skipping AnnotationMass Spectrometry ProteomicsPeptide Mass SpectrometryTandem Mass SpectrometryTandem Mass Spectrometry Analysis
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.
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Basic local alignment search tool
Stephen F. Altschul, Warren Gish, Webb Miller et al. · Journal of Molecular Biology · 1990 · 94.5K citations
Alternative isoform regulation in human tissue transcriptomes
Eric T. Wang, Rickard Sandberg, Shujun Luo et al. · Nature · 2008 · 5.4K citations · Full text