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Reusing Peptide Spectral Reference Libraries to Discover Putative Plasma Biomarkers of Response to Cancer
Matthew B O'Rourke1,2,3, Philip P Hansbro2,3, Mark P Molloy4
1Bowel Cancer & Biomarker Laboratory, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, St Leonards, NSW, Australia.
Abstract:
Biofluids such as blood plasma are rich reservoirs of potential biomarkers for disease diagnosis, prognosis, and prediction of treatment response. However, mass spectrometry analysis of circulating plasma proteins remains challenging. The introduction of data-independent acquisition mass spectrometry (DIA-MS) is an important step toward addressing detection of less abundant plasma proteins. Numerous plasma peptide MS/MS spectral library datasets produced from extensive plasma fractionation are accessible from public archives, and these can be repurposed as spectral reference libraries to increase the depth of proteomic analysis when DIA-MS is used. Here we describe the workflow that relies on reusing the existing spectral reference libraries by populating them with locally obtained peptide MS/MS data acquired by DIA-MS. This approach was demonstrated effectively to identify putative plasma biomarkers of response to neoadjuvant chemotherapy in the setting of pancreatic ductal adenocarcinoma (PDAC) (O'Rourke et al., J Proteomics 231:103998, 2021).
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