Biochemical and Biophysical Research Communications, Vol.377, No.1, 253-256, 2008
ASPMF: A new approach for identifying alternative splicing isoforms using peptide mass fingerprinting
Alternative splicing is generally accepted as a mechanism that explains the discrepancy between the number of genes and proteins. We used peptide mass fingerprinting with a theoretical database and scoring method to discover and identify alternative splicing isoforms. Our theoretical database was built using published alternative splicing databases such as ECgene, H-DBAS, and TISA. According to our theoretical databse of 190.529 isoforms, 37% of human genes have multiple isoforms. The isoforms produced from a gene partially share common peptide fragments because they have common exons making it difficult to distinguish isoforms. Therefore, we developed a new method that effectively distinguishes a true isoform among multiple isoforms in a gene. In order to evaluate our algorithm, we made test sets for 4226 protein isoforms extracted from our theoretical database randomly. Consequently, 94% of true isoforms were identified by our scoring algorithm. (C) 2008 Elsevier Inc. All rights reserved.
Keywords:Alternative splicing;Peptide mass fingerprinting (PMF);Protein isoform;Protein identification;Mass spectrometry (MS);Tandem MS;MS/MS