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Africa-wide evaluation of host biomarkers in QuantiFERON supernatants for the diagnosis of pulmonary tuberculosis
We investigated host-derived biomarkers that were previously identified in QuantiFERON supernatants, in a large pan-African study. We recruited individuals presenting with symptoms of pulmonary TB at seven peripheral healthcare facilities in six African countries, prior to assessment for TB disease....
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5805775/ https://www.ncbi.nlm.nih.gov/pubmed/29422548 http://dx.doi.org/10.1038/s41598-018-20855-7 |
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author | Chegou, Novel N. Sutherland, Jayne S. Namuganga, Anna-Ritah Corstjens, Paul LAM Geluk, Annemieke Gebremichael, Gebremedhin Mendy, Joseph Malherbe, Stephanus Stanley, Kim van der Spuy, Gian D. Kriel, Magdalena Loxton, Andre G. Kriel, Belinda Simukonda, Felanji Bekele, Yonas Sheehama, Jacob A. Nelongo, Josefina van der Vyver, Marieta Gebrexabher, Atsbeha Hailu, Habteyes Esterhuyse, Maria M. Rosenkrands, Ida Aagard, Claus Kidd, Martin Kassa, Desta Mihret, Adane Howe, Rawleigh Cliff, Jacqueline M. Crampin, Amelia C. Mayanja-Kizza, Harriet Kaufmann, Stefan H. E. Dockrell, Hazel M. Ottenhoff, Tom H. M. Walzl, Gerhard |
author_facet | Chegou, Novel N. Sutherland, Jayne S. Namuganga, Anna-Ritah Corstjens, Paul LAM Geluk, Annemieke Gebremichael, Gebremedhin Mendy, Joseph Malherbe, Stephanus Stanley, Kim van der Spuy, Gian D. Kriel, Magdalena Loxton, Andre G. Kriel, Belinda Simukonda, Felanji Bekele, Yonas Sheehama, Jacob A. Nelongo, Josefina van der Vyver, Marieta Gebrexabher, Atsbeha Hailu, Habteyes Esterhuyse, Maria M. Rosenkrands, Ida Aagard, Claus Kidd, Martin Kassa, Desta Mihret, Adane Howe, Rawleigh Cliff, Jacqueline M. Crampin, Amelia C. Mayanja-Kizza, Harriet Kaufmann, Stefan H. E. Dockrell, Hazel M. Ottenhoff, Tom H. M. Walzl, Gerhard |
author_sort | Chegou, Novel N. |
collection | PubMed |
description | We investigated host-derived biomarkers that were previously identified in QuantiFERON supernatants, in a large pan-African study. We recruited individuals presenting with symptoms of pulmonary TB at seven peripheral healthcare facilities in six African countries, prior to assessment for TB disease. We then evaluated the concentrations of 12 biomarkers in stored QuantiFERON supernatants using the Luminex platform. Based on laboratory, clinical and radiological findings and a pre-established algorithm, participants were classified as TB disease or other respiratory diseases(ORD). Of the 514 individuals included in the study, 179(34.8%) had TB disease, 274(51.5%) had ORD and 61(11.5%) had an uncertain diagnosis. A biosignature comprising unstimulated IFN-γ, MIP-1β, TGF-α and antigen-specific levels of TGF-α and VEGF, identified on a training sample set (n = 311), validated by diagnosing TB disease in the test set (n = 134) with an AUC of 0.81(95% CI, 0.76–0.86), corresponding to a sensitivity of 64.2%(95% CI, 49.7–76.5%) and specificity of 82.7%(95% CI, 72.4–89.9%). Host biomarkers detected in QuantiFERON supernatants can contribute to the diagnosis of active TB disease amongst people presenting with symptoms requiring investigation for TB disease, regardless of HIV status or ethnicity in Africa. |
format | Online Article Text |
id | pubmed-5805775 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-58057752018-02-16 Africa-wide evaluation of host biomarkers in QuantiFERON supernatants for the diagnosis of pulmonary tuberculosis Chegou, Novel N. Sutherland, Jayne S. Namuganga, Anna-Ritah Corstjens, Paul LAM Geluk, Annemieke Gebremichael, Gebremedhin Mendy, Joseph Malherbe, Stephanus Stanley, Kim van der Spuy, Gian D. Kriel, Magdalena Loxton, Andre G. Kriel, Belinda Simukonda, Felanji Bekele, Yonas Sheehama, Jacob A. Nelongo, Josefina van der Vyver, Marieta Gebrexabher, Atsbeha Hailu, Habteyes Esterhuyse, Maria M. Rosenkrands, Ida Aagard, Claus Kidd, Martin Kassa, Desta Mihret, Adane Howe, Rawleigh Cliff, Jacqueline M. Crampin, Amelia C. Mayanja-Kizza, Harriet Kaufmann, Stefan H. E. Dockrell, Hazel M. Ottenhoff, Tom H. M. Walzl, Gerhard Sci Rep Article We investigated host-derived biomarkers that were previously identified in QuantiFERON supernatants, in a large pan-African study. We recruited individuals presenting with symptoms of pulmonary TB at seven peripheral healthcare facilities in six African countries, prior to assessment for TB disease. We then evaluated the concentrations of 12 biomarkers in stored QuantiFERON supernatants using the Luminex platform. Based on laboratory, clinical and radiological findings and a pre-established algorithm, participants were classified as TB disease or other respiratory diseases(ORD). Of the 514 individuals included in the study, 179(34.8%) had TB disease, 274(51.5%) had ORD and 61(11.5%) had an uncertain diagnosis. A biosignature comprising unstimulated IFN-γ, MIP-1β, TGF-α and antigen-specific levels of TGF-α and VEGF, identified on a training sample set (n = 311), validated by diagnosing TB disease in the test set (n = 134) with an AUC of 0.81(95% CI, 0.76–0.86), corresponding to a sensitivity of 64.2%(95% CI, 49.7–76.5%) and specificity of 82.7%(95% CI, 72.4–89.9%). Host biomarkers detected in QuantiFERON supernatants can contribute to the diagnosis of active TB disease amongst people presenting with symptoms requiring investigation for TB disease, regardless of HIV status or ethnicity in Africa. Nature Publishing Group UK 2018-02-08 /pmc/articles/PMC5805775/ /pubmed/29422548 http://dx.doi.org/10.1038/s41598-018-20855-7 Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Chegou, Novel N. Sutherland, Jayne S. Namuganga, Anna-Ritah Corstjens, Paul LAM Geluk, Annemieke Gebremichael, Gebremedhin Mendy, Joseph Malherbe, Stephanus Stanley, Kim van der Spuy, Gian D. Kriel, Magdalena Loxton, Andre G. Kriel, Belinda Simukonda, Felanji Bekele, Yonas Sheehama, Jacob A. Nelongo, Josefina van der Vyver, Marieta Gebrexabher, Atsbeha Hailu, Habteyes Esterhuyse, Maria M. Rosenkrands, Ida Aagard, Claus Kidd, Martin Kassa, Desta Mihret, Adane Howe, Rawleigh Cliff, Jacqueline M. Crampin, Amelia C. Mayanja-Kizza, Harriet Kaufmann, Stefan H. E. Dockrell, Hazel M. Ottenhoff, Tom H. M. Walzl, Gerhard Africa-wide evaluation of host biomarkers in QuantiFERON supernatants for the diagnosis of pulmonary tuberculosis |
title | Africa-wide evaluation of host biomarkers in QuantiFERON supernatants for the diagnosis of pulmonary tuberculosis |
title_full | Africa-wide evaluation of host biomarkers in QuantiFERON supernatants for the diagnosis of pulmonary tuberculosis |
title_fullStr | Africa-wide evaluation of host biomarkers in QuantiFERON supernatants for the diagnosis of pulmonary tuberculosis |
title_full_unstemmed | Africa-wide evaluation of host biomarkers in QuantiFERON supernatants for the diagnosis of pulmonary tuberculosis |
title_short | Africa-wide evaluation of host biomarkers in QuantiFERON supernatants for the diagnosis of pulmonary tuberculosis |
title_sort | africa-wide evaluation of host biomarkers in quantiferon supernatants for the diagnosis of pulmonary tuberculosis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5805775/ https://www.ncbi.nlm.nih.gov/pubmed/29422548 http://dx.doi.org/10.1038/s41598-018-20855-7 |
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