Multiplex Targeted Proteomic Assay for Biomarker Detection in Plasma: A Pancreatic Cancer Biomarker Case Study
- 8 February 2012
- journal article
- research article
- Published by American Chemical Society (ACS) in Journal of Proteome Research
- Vol. 11 (3) , 1937-1948
- https://doi.org/10.1021/pr201117w
Abstract
Biomarkers are most frequently proteins that are measured in the blood. Their development largely relies on antibody creation to test the protein candidate performance in blood samples of diseased versus nondiseased patients. The creation of such antibody assays has been a bottleneck in biomarker progress due to the cost, extensive time, and effort required to complete the task. Targeted proteomics is an emerging technology that is playing an increasingly important role to facilitate disease biomarker development. In this study, we applied a SRM-based targeted proteomics platform to directly detect candidate biomarker proteins in plasma to evaluate their clinical utility for pancreatic cancer detection. The characterization of these protein candidates used a clinically well-characterized cohort that included plasma samples from patients with pancreatic cancer, chronic pancreatitis, and healthy age-matched controls. Three of the five candidate proteins, including gelsolin, lumican, and tissue inhibitor of metalloproteinase 1, demonstrated an AUC value greater than 0.75 in distinguishing pancreatic cancer from the controls. In addition, we provide an analysis of the reproducibility, accuracy, and robustness of the SRM-based proteomics platform. This information addresses important technical issues that could aid in the adoption of the targeted proteomics platform for practical clinical utility.Keywords
This publication has 40 references indexed in Scilit:
- A targeted proteomics–based pipeline for verification of biomarkers in plasmaNature Biotechnology, 2011
- Protein Alterations Associated with Pancreatic Cancer and Chronic Pancreatitis Found in Human Plasma using Global Quantitative Proteomics ProfilingJournal of Proteome Research, 2011
- Skyline: an open source document editor for creating and analyzing targeted proteomics experimentsBioinformatics, 2010
- Multi-site assessment of the precision and reproducibility of multiple reaction monitoring–based measurements of proteins in plasmaNature Biotechnology, 2009
- Quantitative proteomics investigation of pancreatic intraepithelial neoplasiaElectrophoresis, 2009
- Targeted proteomics for validation of biomarkers in clinical samplesBriefings in Functional Genomics and Proteomics, 2008
- Mass Spectrometry Based Targeted Protein Quantification: Methods and ApplicationsJournal of Proteome Research, 2008
- Targeted proteomic strategy for clinical biomarker discoveryMolecular Oncology, 2008
- PeptideAtlas: a resource for target selection for emerging targeted proteomics workflowsEMBO Reports, 2008
- Quantitative, Multiplexed Assays for Low Abundance Proteins in Plasma by Targeted Mass Spectrometry and Stable Isotope DilutionMolecular & Cellular Proteomics, 2007