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Diagnostic performance of blood inflammatory markers for tuberculosis screening in people living with HIV
BACKGROUND: Approaches to screening for active tuberculosis (TB) among people living with HIV are inadequate, leading to missed diagnoses and poor implementation of preventive therapy. METHODS: Consecutive HIV-infected adults hospitalized at Mulago Hospital (Kampala, Uganda) between June 2011 and Ju...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6198956/ https://www.ncbi.nlm.nih.gov/pubmed/30352099 http://dx.doi.org/10.1371/journal.pone.0206119 |
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author | Farr, Katherine Ravindran, Resmi Strnad, Luke Chang, Emily Chaisson, Lelia H. Yoon, Christina Worodria, William Andama, Alfred Ayakaka, Irene Bbosa Nalwanga, Priscilla Byanyima, Patrick Kalema, Nelson Kaswabuli, Sylvia Katagira, Winceslaus Aman, Kyomugisha Denise Musisi, Emmanuel Tumwine, Nuwagaba Wallen Sanyu, Ingvar Ssebunya, Robert Davis, J. Lucian Huang, Laurence Khan, Imran H. Cattamanchi, Adithya |
author_facet | Farr, Katherine Ravindran, Resmi Strnad, Luke Chang, Emily Chaisson, Lelia H. Yoon, Christina Worodria, William Andama, Alfred Ayakaka, Irene Bbosa Nalwanga, Priscilla Byanyima, Patrick Kalema, Nelson Kaswabuli, Sylvia Katagira, Winceslaus Aman, Kyomugisha Denise Musisi, Emmanuel Tumwine, Nuwagaba Wallen Sanyu, Ingvar Ssebunya, Robert Davis, J. Lucian Huang, Laurence Khan, Imran H. Cattamanchi, Adithya |
author_sort | Farr, Katherine |
collection | PubMed |
description | BACKGROUND: Approaches to screening for active tuberculosis (TB) among people living with HIV are inadequate, leading to missed diagnoses and poor implementation of preventive therapy. METHODS: Consecutive HIV-infected adults hospitalized at Mulago Hospital (Kampala, Uganda) between June 2011 and July 2013 with a cough ≥ 2 weeks were enrolled. Patients underwent extensive evaluation for pulmonary TB. Concentrations of 43 cytokines/chemokines were measured at the same time point as C-reactive protein (CRP) in banked plasma samples using commercially-available multiplex kits. Advanced classification algorithms were used to rank cytokines/chemokines for their ability to identify TB, and to model the specificity of the top-ranked cytokines/chemokines individually and in combination with sensitivity constrained to ≥ 90% as recommended for TB screening. RESULTS: The median plasma level of 5 biomarkers (IL-6, INF-γ, MIG, CRP, IL-18) was significantly different between patients with and without TB. With sensitivity constrained to 90%, all had low specificity with IL-6 showing the highest specificity (44%; 95% CI 37.4–49.5). Biomarker panels were found to be more valuable than any biomarker alone. A panel combining IFN-γ and IL-6 had the highest specificity (50%; 95% CI 46.7–53.3). Sensitivity remained high (>85%) for all panels among sputum smear-negative TB patients. CONCLUSIONS: Direct measurement of unstimulated plasma cytokines/chemokines in peripheral blood is a promising approach to TB screening. Cytokine/chemokine panels retained high sensitivity for smear-negative TB and achieved improved specificity compared to individual cytokines/chemokines. These markers should be further evaluated in outpatient settings where most TB screening occurs and where other illnesses associated with systematic inflammation are less common. |
format | Online Article Text |
id | pubmed-6198956 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-61989562018-11-19 Diagnostic performance of blood inflammatory markers for tuberculosis screening in people living with HIV Farr, Katherine Ravindran, Resmi Strnad, Luke Chang, Emily Chaisson, Lelia H. Yoon, Christina Worodria, William Andama, Alfred Ayakaka, Irene Bbosa Nalwanga, Priscilla Byanyima, Patrick Kalema, Nelson Kaswabuli, Sylvia Katagira, Winceslaus Aman, Kyomugisha Denise Musisi, Emmanuel Tumwine, Nuwagaba Wallen Sanyu, Ingvar Ssebunya, Robert Davis, J. Lucian Huang, Laurence Khan, Imran H. Cattamanchi, Adithya PLoS One Research Article BACKGROUND: Approaches to screening for active tuberculosis (TB) among people living with HIV are inadequate, leading to missed diagnoses and poor implementation of preventive therapy. METHODS: Consecutive HIV-infected adults hospitalized at Mulago Hospital (Kampala, Uganda) between June 2011 and July 2013 with a cough ≥ 2 weeks were enrolled. Patients underwent extensive evaluation for pulmonary TB. Concentrations of 43 cytokines/chemokines were measured at the same time point as C-reactive protein (CRP) in banked plasma samples using commercially-available multiplex kits. Advanced classification algorithms were used to rank cytokines/chemokines for their ability to identify TB, and to model the specificity of the top-ranked cytokines/chemokines individually and in combination with sensitivity constrained to ≥ 90% as recommended for TB screening. RESULTS: The median plasma level of 5 biomarkers (IL-6, INF-γ, MIG, CRP, IL-18) was significantly different between patients with and without TB. With sensitivity constrained to 90%, all had low specificity with IL-6 showing the highest specificity (44%; 95% CI 37.4–49.5). Biomarker panels were found to be more valuable than any biomarker alone. A panel combining IFN-γ and IL-6 had the highest specificity (50%; 95% CI 46.7–53.3). Sensitivity remained high (>85%) for all panels among sputum smear-negative TB patients. CONCLUSIONS: Direct measurement of unstimulated plasma cytokines/chemokines in peripheral blood is a promising approach to TB screening. Cytokine/chemokine panels retained high sensitivity for smear-negative TB and achieved improved specificity compared to individual cytokines/chemokines. These markers should be further evaluated in outpatient settings where most TB screening occurs and where other illnesses associated with systematic inflammation are less common. Public Library of Science 2018-10-23 /pmc/articles/PMC6198956/ /pubmed/30352099 http://dx.doi.org/10.1371/journal.pone.0206119 Text en © 2018 Farr et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Farr, Katherine Ravindran, Resmi Strnad, Luke Chang, Emily Chaisson, Lelia H. Yoon, Christina Worodria, William Andama, Alfred Ayakaka, Irene Bbosa Nalwanga, Priscilla Byanyima, Patrick Kalema, Nelson Kaswabuli, Sylvia Katagira, Winceslaus Aman, Kyomugisha Denise Musisi, Emmanuel Tumwine, Nuwagaba Wallen Sanyu, Ingvar Ssebunya, Robert Davis, J. Lucian Huang, Laurence Khan, Imran H. Cattamanchi, Adithya Diagnostic performance of blood inflammatory markers for tuberculosis screening in people living with HIV |
title | Diagnostic performance of blood inflammatory markers for tuberculosis screening in people living with HIV |
title_full | Diagnostic performance of blood inflammatory markers for tuberculosis screening in people living with HIV |
title_fullStr | Diagnostic performance of blood inflammatory markers for tuberculosis screening in people living with HIV |
title_full_unstemmed | Diagnostic performance of blood inflammatory markers for tuberculosis screening in people living with HIV |
title_short | Diagnostic performance of blood inflammatory markers for tuberculosis screening in people living with HIV |
title_sort | diagnostic performance of blood inflammatory markers for tuberculosis screening in people living with hiv |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6198956/ https://www.ncbi.nlm.nih.gov/pubmed/30352099 http://dx.doi.org/10.1371/journal.pone.0206119 |
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