Journal of the American Society for Mass Spectrometry · 2012 · 85 citations · 19 references
Life SciencesBiochemistryAnalytical ChemistryMass Spectrometric AnalysisProteomicsChromatographyLiquid ChromatographyMass Spectrometry-based ProteomicsPeptide AnalysisPeptide IdentificationProtein SeparationChromatographic Separation MechanismsIon SuppressionLiquid Chromatography-mass Spectrometry Method DevelopmentPeak Capacity AnalysisPeak Capacity EnhancementPeptide Separation
Reversed-phase liquid chromatography is the most commonly used separation method for shotgun proteomics. Nanoflow chromatography has emerged as the preferred chromatography method for its increased sensitivity and separation. Despite its common use, there are a wide range of parameters and conditions used across research groups. These parameters have an effect on the quality of the chromatographic separation, which is critical to maximizing the number of peptide identifications and minimizing ion suppression. Here we examined the relationship between column lengths, gradient lengths, peptide identifications, and peptide peak capacity. We found that while longer column and gradient lengths generally increase peptide identifications, the degree of improvement is dependent on both parameters and is diminished at longer column and gradients. Peak capacity, in comparison, showed a more linear increase with column and gradient lengths. We discuss the discrepancy between these two results and some of the considerations that should be taken into account when deciding on the chromatographic conditions for a proteomics experiment.
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Semi-supervised learning for peptide identification from shotgun proteomics datasets
Lukas Käll, Jesse D. Canterbury, Jason Weston et al. · Nature Methods · 2007 · 2.6K citations
Christine L. Gatlin, Gerd R. Kleemann, Lara G. Hays et al. · Analytical Biochemistry · 1998 · 392 citations