Proteome2virus: Shotgun mass spectrometry data analysis pipeline for virus identification

Objectives: Shotgun proteomics is a generic method enabling detection of multiple viral species in one assay. The reliable and accurate identification of these viral species by analyzing peptides from MS-spectra is a challenging task. The aim of this study was to develop an easy accessible proteome...

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Bibliographic Details
Main Authors: Manon Balvers, Isabelle F. Gordijn, Ingrid A.I. Voskamp-Visser, Merel F.A. Schelling, Rob Schuurman, Esther Heikens, Rene Braakman, Christoph Stingl, Hans C. van Leeuwen, Theo M. Luider, Lennard J. Dekker, Evgeni Levin, Armand Paauw
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:Journal of Clinical Virology Plus
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Online Access:http://www.sciencedirect.com/science/article/pii/S2667038023000145
Description
Summary:Objectives: Shotgun proteomics is a generic method enabling detection of multiple viral species in one assay. The reliable and accurate identification of these viral species by analyzing peptides from MS-spectra is a challenging task. The aim of this study was to develop an easy accessible proteome analysis approach for the identification of viruses that cause respiratory and gastrointestinal infections. Methods: For this purpose, a shotgun proteomics based method and a web application, ‘proteome2virus’, were developed. Identified peptides were searched in a database comprising proteomic data of 46 viruses known to be infectious to humans. Results: The method was successfully tested for cultured viruses and eight fecal samples consisting of ten different viral species from seven different virus families, including SARS-CoV-2. The samples were prepared with two different sample preparation methods and were measured with two different mass spectrometers. Conclusions: The results demonstrate that the developed web application is applicable to different MS data sets, generated from two different instruments, and that with this approach a high variety of clinically relevant viral species can be identified. This emphasizes the potential and feasibility for the diagnosis of a wide range of viruses in clinical samples with a single shotgun proteomics analysis.
ISSN:2667-0380