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A protein signature associated with active tuberculosis identified by plasma profiling and network-based analysis

Annually, approximately 10 million people are diagnosed with active tuberculosis (TB), and 1.4 million die of the disease. If left untreated, each person with active TB will infect 10–15 new individuals. The lack of non-sputum-based diagnostic tests leads to delayed diagnoses of active pulmonary TB...

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Autores principales: Mousavian, Zaynab, Folkesson, Elin, Fröberg, Gabrielle, Foroogh, Fariba, Correia-Neves, Margarida, Bruchfeld, Judith, Källenius, Gunilla, Sundling, Christopher
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9763869/
https://www.ncbi.nlm.nih.gov/pubmed/36561889
http://dx.doi.org/10.1016/j.isci.2022.105652
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author Mousavian, Zaynab
Folkesson, Elin
Fröberg, Gabrielle
Foroogh, Fariba
Correia-Neves, Margarida
Bruchfeld, Judith
Källenius, Gunilla
Sundling, Christopher
author_facet Mousavian, Zaynab
Folkesson, Elin
Fröberg, Gabrielle
Foroogh, Fariba
Correia-Neves, Margarida
Bruchfeld, Judith
Källenius, Gunilla
Sundling, Christopher
author_sort Mousavian, Zaynab
collection PubMed
description Annually, approximately 10 million people are diagnosed with active tuberculosis (TB), and 1.4 million die of the disease. If left untreated, each person with active TB will infect 10–15 new individuals. The lack of non-sputum-based diagnostic tests leads to delayed diagnoses of active pulmonary TB cases, contributing to continued disease transmission. In this exploratory study, we aimed to identify biomarkers associated with active TB. We assessed the plasma levels of 92 proteins associated with inflammation in individuals with active TB (n = 20), latent TB (n = 14), or healthy controls (n = 10). Using co-expression network analysis, we identified one module of proteins with strong association with active TB. We removed proteins from the module that had low abundance or were associated with non-TB diseases in published transcriptomic datasets, resulting in a 12-protein plasma signature that was highly enriched in individuals with pulmonary and extrapulmonary TB and was further associated with disease severity.
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spelling pubmed-97638692022-12-21 A protein signature associated with active tuberculosis identified by plasma profiling and network-based analysis Mousavian, Zaynab Folkesson, Elin Fröberg, Gabrielle Foroogh, Fariba Correia-Neves, Margarida Bruchfeld, Judith Källenius, Gunilla Sundling, Christopher iScience Article Annually, approximately 10 million people are diagnosed with active tuberculosis (TB), and 1.4 million die of the disease. If left untreated, each person with active TB will infect 10–15 new individuals. The lack of non-sputum-based diagnostic tests leads to delayed diagnoses of active pulmonary TB cases, contributing to continued disease transmission. In this exploratory study, we aimed to identify biomarkers associated with active TB. We assessed the plasma levels of 92 proteins associated with inflammation in individuals with active TB (n = 20), latent TB (n = 14), or healthy controls (n = 10). Using co-expression network analysis, we identified one module of proteins with strong association with active TB. We removed proteins from the module that had low abundance or were associated with non-TB diseases in published transcriptomic datasets, resulting in a 12-protein plasma signature that was highly enriched in individuals with pulmonary and extrapulmonary TB and was further associated with disease severity. Elsevier 2022-11-22 /pmc/articles/PMC9763869/ /pubmed/36561889 http://dx.doi.org/10.1016/j.isci.2022.105652 Text en © 2022 The Author(s) 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 Article
Mousavian, Zaynab
Folkesson, Elin
Fröberg, Gabrielle
Foroogh, Fariba
Correia-Neves, Margarida
Bruchfeld, Judith
Källenius, Gunilla
Sundling, Christopher
A protein signature associated with active tuberculosis identified by plasma profiling and network-based analysis
title A protein signature associated with active tuberculosis identified by plasma profiling and network-based analysis
title_full A protein signature associated with active tuberculosis identified by plasma profiling and network-based analysis
title_fullStr A protein signature associated with active tuberculosis identified by plasma profiling and network-based analysis
title_full_unstemmed A protein signature associated with active tuberculosis identified by plasma profiling and network-based analysis
title_short A protein signature associated with active tuberculosis identified by plasma profiling and network-based analysis
title_sort protein signature associated with active tuberculosis identified by plasma profiling and network-based analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9763869/
https://www.ncbi.nlm.nih.gov/pubmed/36561889
http://dx.doi.org/10.1016/j.isci.2022.105652
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