Quality control in mass spectrometry-based proteomics
- PMID: 28802010
- DOI: 10.1002/mas.21544
Quality control in mass spectrometry-based proteomics
Abstract
Mass spectrometry is a highly complex analytical technique and mass spectrometry-based proteomics experiments can be subject to a large variability, which forms an obstacle to obtaining accurate and reproducible results. Therefore, a comprehensive and systematic approach to quality control is an essential requirement to inspire confidence in the generated results. A typical mass spectrometry experiment consists of multiple different phases including the sample preparation, liquid chromatography, mass spectrometry, and bioinformatics stages. We review potential sources of variability that can impact the results of a mass spectrometry experiment occurring in all of these steps, and we discuss how to monitor and remedy the negative influences on the experimental results. Furthermore, we describe how specialized quality control samples of varying sample complexity can be incorporated into the experimental workflow and how they can be used to rigorously assess detailed aspects of the instrument performance.
Keywords: mass spectrometry; proteomics; quality control.
© 2017 Wiley Periodicals, Inc.
Similar articles
-
Computational quality control tools for mass spectrometry proteomics.Proteomics. 2017 Feb;17(3-4). doi: 10.1002/pmic.201600159. Epub 2016 Oct 17. Proteomics. 2017. PMID: 27549080 Review.
-
Unsupervised Quality Assessment of Mass Spectrometry Proteomics Experiments by Multivariate Quality Control Metrics.J Proteome Res. 2016 Apr 1;15(4):1300-7. doi: 10.1021/acs.jproteome.6b00028. Epub 2016 Mar 18. J Proteome Res. 2016. PMID: 26974716
-
Best practice of identification and proteomic analysis of extracellular vesicles in human health and disease.Expert Rev Proteomics. 2017 Dec;14(12):1073-1090. doi: 10.1080/14789450.2017.1392244. Epub 2017 Oct 26. Expert Rev Proteomics. 2017. PMID: 29025360 Review.
-
APP: an Automated Proteomics Pipeline for the analysis of mass spectrometry data based on multiple open access tools.BMC Bioinformatics. 2014 Dec 30;15(1):441. doi: 10.1186/s12859-014-0441-8. BMC Bioinformatics. 2014. PMID: 25547515 Free PMC article.
-
Standard operating procedure combined with comprehensive quality control system for multiple LC-MS platforms urinary proteomics.Nat Commun. 2025 Jan 26;16(1):1051. doi: 10.1038/s41467-025-56337-4. Nat Commun. 2025. PMID: 39865094 Free PMC article.
Cited by
-
Comprehensive Overview of Bottom-Up Proteomics using Mass Spectrometry.ArXiv [Preprint]. 2023 Nov 13:arXiv:2311.07791v1. ArXiv. 2023. Update in: ACS Meas Sci Au. 2024 Jun 04;4(4):338-417. doi: 10.1021/acsmeasuresciau.3c00068. PMID: 38013887 Free PMC article. Updated. Preprint.
-
Quantitation of Intact Proteins in Human Plasma Using Top-Down Parallel Reaction Monitoring-MS.Anal Chem. 2018 Sep 18;90(18):10650-10653. doi: 10.1021/acs.analchem.8b02699. Epub 2018 Sep 7. Anal Chem. 2018. PMID: 30192519 Free PMC article.
-
Impact of hemolysis on multi-OMIC pancreatic biomarker discovery to derisk biomarker development in precision medicine studies.Sci Rep. 2022 Jan 24;12(1):1186. doi: 10.1038/s41598-022-05152-8. Sci Rep. 2022. PMID: 35075163 Free PMC article.
-
A Standardized Protocol for Assuring the Validity of Proteomics Results from Liquid Chromatography-High-Resolution Mass Spectrometry.Int J Mol Sci. 2023 Mar 24;24(7):6129. doi: 10.3390/ijms24076129. Int J Mol Sci. 2023. PMID: 37047102 Free PMC article.
-
Proteomic analysis of the serum in dogs with pulmonary hypertension secondary to myxomatous mitral valve disease: the preliminary study.Front Vet Sci. 2024 Mar 26;11:1327453. doi: 10.3389/fvets.2024.1327453. eCollection 2024. Front Vet Sci. 2024. PMID: 38596466 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources