Definitive screening design enables optimization of LC-ESI-MS/MS parameters in proteomics

Biosci Biotechnol Biochem. 2017 Dec;81(12):2237-2243. doi: 10.1080/09168451.2017.1391685. Epub 2017 Oct 25.

Abstract

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.

Keywords: HPLC; mass spectrometry; proteomics.

MeSH terms

  • Chromatography, Liquid / instrumentation
  • Chromatography, Liquid / methods*
  • Equipment Design
  • Humans
  • K562 Cells
  • Proteomics / instrumentation
  • Proteomics / methods*
  • Spectrometry, Mass, Electrospray Ionization / instrumentation
  • Spectrometry, Mass, Electrospray Ionization / methods*
  • Tandem Mass Spectrometry / instrumentation
  • Tandem Mass Spectrometry / methods*