Definitive screening design enables optimization of LC–ESI–MS/MS parameters in proteomics
Author(s) -
Shunsuke Aburaya,
Wataru Aoki,
Hiroyoshi Minakuchi,
Mitsuyoshi Ueda
Publication year - 2017
Publication title -
bioscience biotechnology and biochemistry
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.509
H-Index - 116
eISSN - 1347-6947
pISSN - 0916-8451
DOI - 10.1080/09168451.2017.1391685
Subject(s) - proteomics , chromatography , proteome , chemistry , mass spectrometry , capillary action , electrospray , quantitative proteomics , materials science , biochemistry , composite material , gene
In proteomics, more than 100,000 peptides are generated from the digestion of human cell lysates. Proteome samples have a broad dynamic range in protein abundance; therefore, it is critical to optimize various parameters of LC–ESI–MS/MS to comprehensively identify these peptides. However, there are many parameters for LC–ESI–MS/MS analysis. In this study, we applied definitive screening design to simultaneously optimize 14 parameters in the operation of monolithic capillary LC–ESI–MS/MS to increase the number of identified proteins and/or the average peak area of MS1. The simultaneous optimization enabled the determination of two-factor interactions between LC and MS. Finally, we found two parameter sets of monolithic capillary LC–ESI–MS/MS that increased the number of identified proteins by 8.1% or the average peak area of MS1 by 67%. The definitive screening design would be highly useful for high-throughput analysis of the best parameter set in LC–ESI–MS/MS systems.
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