posted on 2015-12-17, 07:15authored byWilliam
R. French, Lisa J. Zimmerman, Birgit Schilling, Bradford W. Gibson, Christine A. Miller, R. Reid Townsend, Stacy D. Sherrod, Cody R. Goodwin, John A. McLean, David L. Tabb
We
report the implementation of high-quality signal processing
algorithms into ProteoWizard, an efficient, open-source software package
designed for analyzing proteomics tandem mass spectrometry data. Specifically,
a new wavelet-based peak-picker (CantWaiT) and a precursor charge
determination algorithm (Turbocharger) have been implemented. These
additions into ProteoWizard provide universal tools that are independent
of vendor platform for tandem mass spectrometry analyses and have
particular utility for intralaboratory studies requiring the advantages
of different platforms convergent on a particular workflow or for
interlaboratory investigations spanning multiple platforms. We compared
results from these tools to those obtained using vendor and commercial
software, finding that in all cases our algorithms resulted in a comparable
number of identified peptides for simple and complex samples measured
on Waters, Agilent, and AB SCIEX quadrupole time-of-flight and Thermo
Q-Exactive mass spectrometers. The mass accuracy of matched precursor
ions also compared favorably with vendor and commercial tools. Additionally,
typical analysis runtimes (∼1–100 ms per MS/MS spectrum)
were short enough to enable the practical use of these high-quality
signal processing tools for large clinical and research data sets.