Detection of alternative splice variants at the proteome level in Aspergillus flavus.
Identification of proteins from proteolytic peptides or intact proteins plays an essential role in proteomics. Researchers use search engines to match the acquired peptide sequences to the target proteins. However, search engines depend on protein databases to provide candidates for consideration. Alternative splicing (AS), the mechanism where the exon of pre-mRNAs can be spliced and rearranged to generate distinct mRNA and therefore protein variants, enable higher eukaryotic organisms, with only a limited number of genes, to have the requisite complexity and diversity at the proteome level. Multiple alternative isoforms from one gene often share common segments of sequences. However, many protein databases only include a limited number of isoforms to keep minimal redundancy. As a result, the database search might not identify a target protein even with high quality tandem MS data and accurate intact precursor ion mass. We computationally predicted an exhaustive list of putative isoforms of Aspergillus flavus proteins from 20 371 expressed sequence tags to investigate whether an alternative splicing protein database can assign a greater proportion of mass spectrometry data. The newly constructed AS database provided 9807 new alternatively spliced variants in addition to 12 832 previously annotated proteins. The searches of the existing tandem MS spectra data set using the AS database identified 29 new proteins encoded by 26 genes. Nine fungal genes appeared to have multiple protein isoforms. In addition to the discovery of splice variants, AS database also showed potential to improve genome annotation. In summary, the introduction of an alternative splicing database helps identify more proteins and unveils more information about a proteome.
Chang
Kung-Yen
KY
Bioinformatics Research Center, Center for Integrated Fungal Research, and W.M. Keck FT-ICR-MS Laboratory, Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, USA.
Georgianna
D Ryan
DR
Heber
Steffen
S
Payne
Gary A
GA
Muddiman
David C
DC
D017398:Alternative Splicing; D001231:Aspergillus flavus / Q000235:genetics* / Q000378:metabolism; D003198:Computer Simulation; D042966:Cytochrome-B(5) Reductase / Q000737:chemistry / Q000235:genetics; D030562:Databases, Protein; D005656:Fungal Proteins / Q000096:biosynthesis / Q000737:chemistry / Q000235:genetics*; D007553:Isotope Labeling; D013058:Mass Spectrometry; D008957:Models, Genetic; D020033:Protein Isoforms / Q000096:biosynthesis / Q000737:chemistry / Q000235:genetics*; D040901:Proteomics; D011766:Pyruvate Carboxylase / Q000737:chemistry / Q000235:genetics; D022821:RNA Splice Sites; D015203:Reproducibility of Results
D005656:Fungal Proteins; D020033:Protein Isoforms; D022821:RNA Splice Sites; D042966:Cytochrome-B(5) Reductase; D011766:Pyruvate Carboxylase