Abstract
Mass spectrometry (MS) has become the method of choice to identify and quantify proteins, typically by fragmenting peptides and inferring protein identification by reference to sequence databases. Well-established programs have largely solved the problem of identifying peptides in complex mixtures. However, to prevent the search space from becoming prohibitively large, most search engines need a list of expected modifications. Therefore, unexpected modifications limit both the identification of proteins and peptide-based quantification. We developed mass spectrometry-peak shift analysis (MS-PSA) to rapidly identify related spectra in large data sets without reference to databases or specified modifications. Peptide identifications from established tools, such as MASCOT or SEQUEST, may be propagated onto MS-PSA results. Modification of a peptide alters the mass of the precursor ion and some of the fragmentation ions. MS-PSA identifies characteristic fragmentation masses from MS/MS spectra. Related spectra are identified by pattern matching of unchanged and mass-shifted fragment ions. We illustrate the use of MS-PSA with simple and complex mixtures with both high and low mass accuracy data sets. MS-PSA is not limited to the analysis of peptides but can be used for the identification of related groups of spectra in any set of fragmentation patterns.
Highlights
The most widely used method to identify proteins and their post-translational modifications is through the analysis of enzymatically-derived peptides by tandem mass spectrometry
According to Banderia et al.[30], the MacCoss group[38] were the first to realise the potential of spectral pairs for the identification of Post-translational modifications (PTMs)
Works only for precursor ion charges 1 and 2, and ModifiComb needs the identification of unmodified peptides as a prerequisite and requires high mass accuracy data
Summary
The most widely used method to identify proteins and their post-translational modifications is through the analysis of enzymatically-derived peptides by tandem mass spectrometry. Mass spectrometers coupled to liquid chromatography systems are capable of routinely analysing complex mixtures of peptides and may generate tens of thousands of mass spectra per hour. Only a small fraction of the spectra acquired contribute to the identification of peptides. Part of this inefficiency is due to acquisition of spectra when peptides are not eluting, limitations of sensitivity and sample contamination with non-peptide molecules. Many unidentified spectra remain that show characteristics of peptide fragmentation, such as regularly spaced ions
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