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Development of a Spectral Library for the Discovery of Altered Genomic Events in Mycobacterium avium Associated With Virulence Using Mass Spectrometry–Based Proteogenomic Analysis

Mycobacterium avium is one of the prominent disease-causing bacteria in humans. It causes lymphadenitis, chronic and extrapulmonary, and disseminated infections in adults, children, and immunocompromised patients. M. avium has ∼4500 predicted protein-coding regions on average, which can help discove...

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Autores principales: Kotimoole, Chinmaya Narayana, Antil, Neelam, Kasaragod, Sandeep, Behera, Santosh Kumar, Aravind, Anjana, Reiling, Norbert, Flo, Trude Helen, Prasad, Thottethodi Subrahmanya Keshava
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Biochemistry and Molecular Biology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10149365/
https://www.ncbi.nlm.nih.gov/pubmed/36948415
http://dx.doi.org/10.1016/j.mcpro.2023.100533
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author Kotimoole, Chinmaya Narayana
Antil, Neelam
Kasaragod, Sandeep
Behera, Santosh Kumar
Aravind, Anjana
Reiling, Norbert
Flo, Trude Helen
Prasad, Thottethodi Subrahmanya Keshava
author_facet Kotimoole, Chinmaya Narayana
Antil, Neelam
Kasaragod, Sandeep
Behera, Santosh Kumar
Aravind, Anjana
Reiling, Norbert
Flo, Trude Helen
Prasad, Thottethodi Subrahmanya Keshava
author_sort Kotimoole, Chinmaya Narayana
collection PubMed
description Mycobacterium avium is one of the prominent disease-causing bacteria in humans. It causes lymphadenitis, chronic and extrapulmonary, and disseminated infections in adults, children, and immunocompromised patients. M. avium has ∼4500 predicted protein-coding regions on average, which can help discover several variants at the proteome level. Many of them are potentially associated with virulence; thus, identifying such proteins can be a helpful feature in developing panel-based theranostics. In line with such a long-term goal, we carried out an in-depth proteomic analysis of M. avium with both data-dependent and data-independent acquisition methods. Further, a set of proteogenomic investigations were carried out using (i) a protein database for Mycobacterium tuberculosis, (ii) an M. avium genome six-frame–translated database, and (iii) a variant protein database of M. avium. A search of mass spectrometry data against M. avium protein database resulted in identifying 2954 proteins. Further, proteogenomic analyses aided in identifying 1301 novel peptide sequences and correcting translation start sites for 15 proteins. Ultimately, we created a spectral library of M. avium proteins, including novel genome search-specific peptides and variant peptides detected in this study. We validated the spectral library by a data-independent acquisition of the M. avium proteome. Thus, we present an M. avium spectral library of 29,033 peptide precursors supported by 0.4 million fragment ions for further use by the biomedical community.
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spelling pubmed-101493652023-05-02 Development of a Spectral Library for the Discovery of Altered Genomic Events in Mycobacterium avium Associated With Virulence Using Mass Spectrometry–Based Proteogenomic Analysis Kotimoole, Chinmaya Narayana Antil, Neelam Kasaragod, Sandeep Behera, Santosh Kumar Aravind, Anjana Reiling, Norbert Flo, Trude Helen Prasad, Thottethodi Subrahmanya Keshava Mol Cell Proteomics Research Mycobacterium avium is one of the prominent disease-causing bacteria in humans. It causes lymphadenitis, chronic and extrapulmonary, and disseminated infections in adults, children, and immunocompromised patients. M. avium has ∼4500 predicted protein-coding regions on average, which can help discover several variants at the proteome level. Many of them are potentially associated with virulence; thus, identifying such proteins can be a helpful feature in developing panel-based theranostics. In line with such a long-term goal, we carried out an in-depth proteomic analysis of M. avium with both data-dependent and data-independent acquisition methods. Further, a set of proteogenomic investigations were carried out using (i) a protein database for Mycobacterium tuberculosis, (ii) an M. avium genome six-frame–translated database, and (iii) a variant protein database of M. avium. A search of mass spectrometry data against M. avium protein database resulted in identifying 2954 proteins. Further, proteogenomic analyses aided in identifying 1301 novel peptide sequences and correcting translation start sites for 15 proteins. Ultimately, we created a spectral library of M. avium proteins, including novel genome search-specific peptides and variant peptides detected in this study. We validated the spectral library by a data-independent acquisition of the M. avium proteome. Thus, we present an M. avium spectral library of 29,033 peptide precursors supported by 0.4 million fragment ions for further use by the biomedical community. American Society for Biochemistry and Molecular Biology 2023-03-21 /pmc/articles/PMC10149365/ /pubmed/36948415 http://dx.doi.org/10.1016/j.mcpro.2023.100533 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research
Kotimoole, Chinmaya Narayana
Antil, Neelam
Kasaragod, Sandeep
Behera, Santosh Kumar
Aravind, Anjana
Reiling, Norbert
Flo, Trude Helen
Prasad, Thottethodi Subrahmanya Keshava
Development of a Spectral Library for the Discovery of Altered Genomic Events in Mycobacterium avium Associated With Virulence Using Mass Spectrometry–Based Proteogenomic Analysis
title Development of a Spectral Library for the Discovery of Altered Genomic Events in Mycobacterium avium Associated With Virulence Using Mass Spectrometry–Based Proteogenomic Analysis
title_full Development of a Spectral Library for the Discovery of Altered Genomic Events in Mycobacterium avium Associated With Virulence Using Mass Spectrometry–Based Proteogenomic Analysis
title_fullStr Development of a Spectral Library for the Discovery of Altered Genomic Events in Mycobacterium avium Associated With Virulence Using Mass Spectrometry–Based Proteogenomic Analysis
title_full_unstemmed Development of a Spectral Library for the Discovery of Altered Genomic Events in Mycobacterium avium Associated With Virulence Using Mass Spectrometry–Based Proteogenomic Analysis
title_short Development of a Spectral Library for the Discovery of Altered Genomic Events in Mycobacterium avium Associated With Virulence Using Mass Spectrometry–Based Proteogenomic Analysis
title_sort development of a spectral library for the discovery of altered genomic events in mycobacterium avium associated with virulence using mass spectrometry–based proteogenomic analysis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10149365/
https://www.ncbi.nlm.nih.gov/pubmed/36948415
http://dx.doi.org/10.1016/j.mcpro.2023.100533
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