The good, the bad, the ugly: Validating the mass spectrometric analysis of modified peptides

Mass spectrometric characterization of protein modifications is usually based on single peptides. With the advent of large-scale PTM-focussed MS studies, vast amounts of data are generated continuously, providing biologists extremely valuable and virtually never-ending sources for targeted functional research. However, even more than for proteomics in general, appropriate strategies for quality control of the different steps of the analytical strategy are imperative to prevent functional researchers from doing Sisyphos work on false-positive and unconfident PTM assignments. Here, we describe strategies to address the important issue of quality control for PTM analysis on various levels of the analytical pipeline: sample preparation/processing, analysis/identification and finally data interpretation, for qualitative as well as quantitative studies.