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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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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. |
format | Online Article Text |
id | pubmed-9763869 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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