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Detectable Changes in The Blood Transcriptome Are Present after Two Weeks of Antituberculosis Therapy

RATIONALE: Globally there are approximately 9 million new active tuberculosis cases and 1.4 million deaths annually. Effective antituberculosis treatment monitoring is difficult as there are no existing biomarkers of poor adherence or inadequate treatment earlier than 2 months after treatment initia...

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Autores principales: Bloom, Chloe I., Graham, Christine M., Berry, Matthew P. R., Wilkinson, Katalin A., Oni, Tolu, Rozakeas, Fotini, Xu, Zhaohui, Rossello-Urgell, Jose, Chaussabel, Damien, Banchereau, Jacques, Pascual, Virginia, Lipman, Marc, Wilkinson, Robert J., O’Garra, Anne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3462772/
https://www.ncbi.nlm.nih.gov/pubmed/23056259
http://dx.doi.org/10.1371/journal.pone.0046191
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author Bloom, Chloe I.
Graham, Christine M.
Berry, Matthew P. R.
Wilkinson, Katalin A.
Oni, Tolu
Rozakeas, Fotini
Xu, Zhaohui
Rossello-Urgell, Jose
Chaussabel, Damien
Banchereau, Jacques
Pascual, Virginia
Lipman, Marc
Wilkinson, Robert J.
O’Garra, Anne
author_facet Bloom, Chloe I.
Graham, Christine M.
Berry, Matthew P. R.
Wilkinson, Katalin A.
Oni, Tolu
Rozakeas, Fotini
Xu, Zhaohui
Rossello-Urgell, Jose
Chaussabel, Damien
Banchereau, Jacques
Pascual, Virginia
Lipman, Marc
Wilkinson, Robert J.
O’Garra, Anne
author_sort Bloom, Chloe I.
collection PubMed
description RATIONALE: Globally there are approximately 9 million new active tuberculosis cases and 1.4 million deaths annually. Effective antituberculosis treatment monitoring is difficult as there are no existing biomarkers of poor adherence or inadequate treatment earlier than 2 months after treatment initiation. Inadequate treatment leads to worsening disease, disease transmission and drug resistance. OBJECTIVES: To determine if blood transcriptional signatures change in response to antituberculosis treatment and could act as early biomarkers of a successful response. METHODS: Blood transcriptional profiles of untreated active tuberculosis patients in South Africa were analysed before, during (2 weeks and 2 months), at the end of (6 months) and after (12 months) antituberculosis treatment, and compared to individuals with latent tuberculosis. An active-tuberculosis transcriptional signature and a specific treatment-response transcriptional signature were derived. The specific treatment response transcriptional signature was tested in two independent cohorts. Two quantitative scoring algorithms were applied to measure the changes in the transcriptional response. The most significantly represented pathways were determined using Ingenuity Pathway Analysis. RESULTS: An active tuberculosis 664-transcript signature and a treatment specific 320-transcript signature significantly diminished after 2 weeks of treatment in all cohorts, and continued to diminish until 6 months. The transcriptional response to treatment could be individually measured in each patient. CONCLUSIONS: Significant changes in the transcriptional signatures measured by blood tests were readily detectable just 2 weeks after treatment initiation. These findings suggest that blood transcriptional signatures could be used as early surrogate biomarkers of successful treatment response.
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spelling pubmed-34627722012-10-10 Detectable Changes in The Blood Transcriptome Are Present after Two Weeks of Antituberculosis Therapy Bloom, Chloe I. Graham, Christine M. Berry, Matthew P. R. Wilkinson, Katalin A. Oni, Tolu Rozakeas, Fotini Xu, Zhaohui Rossello-Urgell, Jose Chaussabel, Damien Banchereau, Jacques Pascual, Virginia Lipman, Marc Wilkinson, Robert J. O’Garra, Anne PLoS One Research Article RATIONALE: Globally there are approximately 9 million new active tuberculosis cases and 1.4 million deaths annually. Effective antituberculosis treatment monitoring is difficult as there are no existing biomarkers of poor adherence or inadequate treatment earlier than 2 months after treatment initiation. Inadequate treatment leads to worsening disease, disease transmission and drug resistance. OBJECTIVES: To determine if blood transcriptional signatures change in response to antituberculosis treatment and could act as early biomarkers of a successful response. METHODS: Blood transcriptional profiles of untreated active tuberculosis patients in South Africa were analysed before, during (2 weeks and 2 months), at the end of (6 months) and after (12 months) antituberculosis treatment, and compared to individuals with latent tuberculosis. An active-tuberculosis transcriptional signature and a specific treatment-response transcriptional signature were derived. The specific treatment response transcriptional signature was tested in two independent cohorts. Two quantitative scoring algorithms were applied to measure the changes in the transcriptional response. The most significantly represented pathways were determined using Ingenuity Pathway Analysis. RESULTS: An active tuberculosis 664-transcript signature and a treatment specific 320-transcript signature significantly diminished after 2 weeks of treatment in all cohorts, and continued to diminish until 6 months. The transcriptional response to treatment could be individually measured in each patient. CONCLUSIONS: Significant changes in the transcriptional signatures measured by blood tests were readily detectable just 2 weeks after treatment initiation. These findings suggest that blood transcriptional signatures could be used as early surrogate biomarkers of successful treatment response. Public Library of Science 2012-10-02 /pmc/articles/PMC3462772/ /pubmed/23056259 http://dx.doi.org/10.1371/journal.pone.0046191 Text en © 2012 Bloom 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Bloom, Chloe I.
Graham, Christine M.
Berry, Matthew P. R.
Wilkinson, Katalin A.
Oni, Tolu
Rozakeas, Fotini
Xu, Zhaohui
Rossello-Urgell, Jose
Chaussabel, Damien
Banchereau, Jacques
Pascual, Virginia
Lipman, Marc
Wilkinson, Robert J.
O’Garra, Anne
Detectable Changes in The Blood Transcriptome Are Present after Two Weeks of Antituberculosis Therapy
title Detectable Changes in The Blood Transcriptome Are Present after Two Weeks of Antituberculosis Therapy
title_full Detectable Changes in The Blood Transcriptome Are Present after Two Weeks of Antituberculosis Therapy
title_fullStr Detectable Changes in The Blood Transcriptome Are Present after Two Weeks of Antituberculosis Therapy
title_full_unstemmed Detectable Changes in The Blood Transcriptome Are Present after Two Weeks of Antituberculosis Therapy
title_short Detectable Changes in The Blood Transcriptome Are Present after Two Weeks of Antituberculosis Therapy
title_sort detectable changes in the blood transcriptome are present after two weeks of antituberculosis therapy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3462772/
https://www.ncbi.nlm.nih.gov/pubmed/23056259
http://dx.doi.org/10.1371/journal.pone.0046191
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