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Multi-country evaluation of RISK6, a 6-gene blood transcriptomic signature, for tuberculosis diagnosis and treatment monitoring
There is a crucial need for non-sputum-based TB tests. Here, we evaluate the performance of RISK6, a human-blood transcriptomic signature, for TB screening, triage and treatment monitoring. RISK6 performance was also compared to that of two IGRAs: one based on RD1 antigens (QuantiFERON-TB Gold Plus,...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8249600/ https://www.ncbi.nlm.nih.gov/pubmed/34211042 http://dx.doi.org/10.1038/s41598-021-93059-1 |
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author | Bayaa, Rim Ndiaye, Mame Diarra Bousso Chedid, Carole Kokhreidze, Eka Tukvadze, Nestani Banu, Sayera Uddin, Mohammad Khaja Mafij Biswas, Samanta Nasrin, Rumana Ranaivomanana, Paulo Raherinandrasana, Antso Hasina Rakotonirina, Julio Rasolofo, Voahangy Delogu, Giovanni De Maio, Flavio Goletti, Delia Endtz, Hubert Ader, Florence Hamze, Monzer Ismail, Mohamad Bachar Pouzol, Stéphane Rakotosamimanana, Niaina Hoffmann, Jonathan |
author_facet | Bayaa, Rim Ndiaye, Mame Diarra Bousso Chedid, Carole Kokhreidze, Eka Tukvadze, Nestani Banu, Sayera Uddin, Mohammad Khaja Mafij Biswas, Samanta Nasrin, Rumana Ranaivomanana, Paulo Raherinandrasana, Antso Hasina Rakotonirina, Julio Rasolofo, Voahangy Delogu, Giovanni De Maio, Flavio Goletti, Delia Endtz, Hubert Ader, Florence Hamze, Monzer Ismail, Mohamad Bachar Pouzol, Stéphane Rakotosamimanana, Niaina Hoffmann, Jonathan |
author_sort | Bayaa, Rim |
collection | PubMed |
description | There is a crucial need for non-sputum-based TB tests. Here, we evaluate the performance of RISK6, a human-blood transcriptomic signature, for TB screening, triage and treatment monitoring. RISK6 performance was also compared to that of two IGRAs: one based on RD1 antigens (QuantiFERON-TB Gold Plus, QFT-P, Qiagen) and one on recombinant M. tuberculosis HBHA expressed in Mycobacterium smegmatis (IGRA-rmsHBHA). In this multicenter prospective nested case–control study conducted in Bangladesh, Georgia, Lebanon and Madagascar, adult non-immunocompromised patients with bacteriologically confirmed active pulmonary TB (ATB), latent TB infection (LTBI) and healthy donors (HD) were enrolled. ATB patients were followed-up during and after treatment. Blood RISK6 scores were assessed using quantitative real-time PCR and evaluated by area under the receiver-operating characteristic curve (ROC AUC). RISK6 performance to discriminate ATB from HD reached an AUC of 0.94 (95% CI 0.89–0.99), with 90.9% sensitivity and 87.8% specificity, thus achieving the minimal WHO target product profile for a non-sputum-based TB screening test. Besides, RISK6 yielded an AUC of 0.93 (95% CI 0.85–1) with 90.9% sensitivity and 88.5% specificity for discriminating ATB from LTBI. Moreover, RISK6 showed higher performance (AUC 0.90, 95% CI 0.85–0.94) than IGRA-rmsHBHA (AUC 0.75, 95% CI 0.69–0.82) to differentiate TB infection stages. Finally, RISK6 signature scores significantly decreased after 2 months of TB treatment and continued to decrease gradually until the end of treatment reaching scores obtained in HD. We confirmed the performance of RISK6 signature as a triage TB test and its utility for treatment monitoring. |
format | Online Article Text |
id | pubmed-8249600 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-82496002021-07-06 Multi-country evaluation of RISK6, a 6-gene blood transcriptomic signature, for tuberculosis diagnosis and treatment monitoring Bayaa, Rim Ndiaye, Mame Diarra Bousso Chedid, Carole Kokhreidze, Eka Tukvadze, Nestani Banu, Sayera Uddin, Mohammad Khaja Mafij Biswas, Samanta Nasrin, Rumana Ranaivomanana, Paulo Raherinandrasana, Antso Hasina Rakotonirina, Julio Rasolofo, Voahangy Delogu, Giovanni De Maio, Flavio Goletti, Delia Endtz, Hubert Ader, Florence Hamze, Monzer Ismail, Mohamad Bachar Pouzol, Stéphane Rakotosamimanana, Niaina Hoffmann, Jonathan Sci Rep Article There is a crucial need for non-sputum-based TB tests. Here, we evaluate the performance of RISK6, a human-blood transcriptomic signature, for TB screening, triage and treatment monitoring. RISK6 performance was also compared to that of two IGRAs: one based on RD1 antigens (QuantiFERON-TB Gold Plus, QFT-P, Qiagen) and one on recombinant M. tuberculosis HBHA expressed in Mycobacterium smegmatis (IGRA-rmsHBHA). In this multicenter prospective nested case–control study conducted in Bangladesh, Georgia, Lebanon and Madagascar, adult non-immunocompromised patients with bacteriologically confirmed active pulmonary TB (ATB), latent TB infection (LTBI) and healthy donors (HD) were enrolled. ATB patients were followed-up during and after treatment. Blood RISK6 scores were assessed using quantitative real-time PCR and evaluated by area under the receiver-operating characteristic curve (ROC AUC). RISK6 performance to discriminate ATB from HD reached an AUC of 0.94 (95% CI 0.89–0.99), with 90.9% sensitivity and 87.8% specificity, thus achieving the minimal WHO target product profile for a non-sputum-based TB screening test. Besides, RISK6 yielded an AUC of 0.93 (95% CI 0.85–1) with 90.9% sensitivity and 88.5% specificity for discriminating ATB from LTBI. Moreover, RISK6 showed higher performance (AUC 0.90, 95% CI 0.85–0.94) than IGRA-rmsHBHA (AUC 0.75, 95% CI 0.69–0.82) to differentiate TB infection stages. Finally, RISK6 signature scores significantly decreased after 2 months of TB treatment and continued to decrease gradually until the end of treatment reaching scores obtained in HD. We confirmed the performance of RISK6 signature as a triage TB test and its utility for treatment monitoring. Nature Publishing Group UK 2021-07-01 /pmc/articles/PMC8249600/ /pubmed/34211042 http://dx.doi.org/10.1038/s41598-021-93059-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Bayaa, Rim Ndiaye, Mame Diarra Bousso Chedid, Carole Kokhreidze, Eka Tukvadze, Nestani Banu, Sayera Uddin, Mohammad Khaja Mafij Biswas, Samanta Nasrin, Rumana Ranaivomanana, Paulo Raherinandrasana, Antso Hasina Rakotonirina, Julio Rasolofo, Voahangy Delogu, Giovanni De Maio, Flavio Goletti, Delia Endtz, Hubert Ader, Florence Hamze, Monzer Ismail, Mohamad Bachar Pouzol, Stéphane Rakotosamimanana, Niaina Hoffmann, Jonathan Multi-country evaluation of RISK6, a 6-gene blood transcriptomic signature, for tuberculosis diagnosis and treatment monitoring |
title | Multi-country evaluation of RISK6, a 6-gene blood transcriptomic signature, for tuberculosis diagnosis and treatment monitoring |
title_full | Multi-country evaluation of RISK6, a 6-gene blood transcriptomic signature, for tuberculosis diagnosis and treatment monitoring |
title_fullStr | Multi-country evaluation of RISK6, a 6-gene blood transcriptomic signature, for tuberculosis diagnosis and treatment monitoring |
title_full_unstemmed | Multi-country evaluation of RISK6, a 6-gene blood transcriptomic signature, for tuberculosis diagnosis and treatment monitoring |
title_short | Multi-country evaluation of RISK6, a 6-gene blood transcriptomic signature, for tuberculosis diagnosis and treatment monitoring |
title_sort | multi-country evaluation of risk6, a 6-gene blood transcriptomic signature, for tuberculosis diagnosis and treatment monitoring |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8249600/ https://www.ncbi.nlm.nih.gov/pubmed/34211042 http://dx.doi.org/10.1038/s41598-021-93059-1 |
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