Multi-site assessment of the precision and reproducibility of multiple reaction monitoring–based measurements of proteins in plasma
By T. Addona, Susan E. Abbatiello, B. Schilling, S. Skates, D. Mani, D. Bunk, Clifford H. Spiegelman, L. Zimmerman, A. Ham, Hasmik Keshishian and 39 more. Nature Biotechnology, 2009
1,011 citations recorded by the source corpus.
Verification of candidate biomarkers relies upon specific, quantitative assays optimized for selective detection of target proteins, and is increasingly viewed as a critical step in the discovery pipeline that bridges unbiased biomarker discovery to preclinical validation. Although individual laboratories have demonstrated that multiple reaction monitoring (MRM) coupled with isotope dilution mass spectrometry can quantify candidate protein biomarkers in plasma, reproducibility and transferability of these assays between laboratories have not been demonstrated. We describe a multilaboratory study to assess reproducibility, recovery, linear dynamic range and limits of detection and quantification of multiplexed, MRM-based assays, conducted by NCI-CPTAC. Using common materials and standardized protocols, we demonstrate that these assays can be highly reproducible within and across laboratories and instrument platforms, and are sensitive to low μg/ml protein concentrations in unfractionated plasma. We provide data and benchmarks against which individual laboratories can compare their performance and evaluate new technologies for biomarker verification in plasma.
Subfields: Molecular Biology, Spectroscopy
View Paper: https://www.semanticscholar.org/paper/8489574aca8839b783046d0690200e33bec116c3
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Molecular Biology
- Matthias Mann
- Jüergen Cox
- Alexey I. Nesvizhskii
- R. Aebersold
- D. Teupser
- L. Holdt
- Philipp E. Geyer
- Nagarjuna Nagaraj
In Spectroscopy
- Matthias Mann
- Jüergen Cox
- Alexey I. Nesvizhskii
- R. Aebersold
- D. Teupser
- L. Holdt
- Philipp E. Geyer
- Nagarjuna Nagaraj
Citations in the corpus
- Applying mass spectrometry-based proteomics to genetics, genomics and network biology (2009, background): “However, the substantial increase in sensitivity, accuracy and reproducibility that has been shown by recent SRM studie”
- Mass Spectrometry-based Proteomics Using Q Exactive, a High-performance Benchtop Quadrupole Orbitrap Mass Spectrometer (2011, background): “[9] equipped with electron multipliers, which allows scaling of the number of ions in a direct manner.”
- Platform-independent and Label-free Quantitation of Proteomic Data Using MS1 Extracted Ion Chromatograms in Skyline (2012, methodology): “It was calculated from the variance of the blank sample (sample b, with no spiked peptides) and the variance of the lowest spiked in concentration (sample S, 4 amol spiked peptide) (30).”
- Targeted Data Extraction of the MS/MS Spectra Generated by Data-independent Acquisition: A New Concept for Consistent and Accurate Proteome Analysis* (2012, background): “In contrast, targeted proteomics is well suited for the reproducible detection and accurate quantification of sets of specific proteins in many samples as is the case in biomarker or systems biology studies (13–15).”
- A survey of computational methods and error rate estimation procedures for peptide and protein identification in shotgun proteomics (2010, background): “Such an analysis is particularly important in the context of targeted proteomic studies using SRM assays, where accurate peptide quantification requires normalization to account for peptide modifications and changes in the efficiency of trypsin digestion [158].”
- Parallel Reaction Monitoring for High Resolution and High Mass Accuracy Quantitative, Targeted Proteomics* (2012, background): “(20) found both intraand inter-laboratory precision to be similarly less than 15%”
- Revisiting biomarker discovery by plasma proteomics (2017, background): “Inter-laboratory studies have achieved good reproducibility (Addona et al, 2009; Abbatiello et al, 2015), but reported sensitivities typically do not reach the low ng/ml concentration range and practically achieved multiplexing capabilities are limited to dozens of peptides (Percy et al, 2013; Shi…”