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Serum Biomarker Profile Including CCL1, CXCL10, VEGF, and Adenosine Deaminase Activity Distinguishes Active From Remotely Acquired Latent Tuberculosis
INTRODUCTION: There is an urgent medical need to differentiate active tuberculosis (ATB) from latent tuberculosis infection (LTBI) and prevent undertreatment and overtreatment. The aim of this study was to identify biomarker profiles that may support the differentiation between ATB and LTBI and to v...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8529994/ https://www.ncbi.nlm.nih.gov/pubmed/34691031 http://dx.doi.org/10.3389/fimmu.2021.725447 |
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author | Delemarre, Eveline M. van Hoorn, Laura Bossink, Aik W. J. Drylewicz, Julia Joosten, Simone A. Ottenhoff, Tom H. M. Akkerman, Onno W. Goletti, Delia Petruccioli, Elisa Navarra, Assunta van den Broek, Brigitte T. A. Paardekooper, Sanne P. A. van Haeften, Ineke Koenderman, Leo Lammers, Jan-Willem J. Thijsen, Steven F. T. Hofland, Regina W. Nierkens, Stefan |
author_facet | Delemarre, Eveline M. van Hoorn, Laura Bossink, Aik W. J. Drylewicz, Julia Joosten, Simone A. Ottenhoff, Tom H. M. Akkerman, Onno W. Goletti, Delia Petruccioli, Elisa Navarra, Assunta van den Broek, Brigitte T. A. Paardekooper, Sanne P. A. van Haeften, Ineke Koenderman, Leo Lammers, Jan-Willem J. Thijsen, Steven F. T. Hofland, Regina W. Nierkens, Stefan |
author_sort | Delemarre, Eveline M. |
collection | PubMed |
description | INTRODUCTION: There is an urgent medical need to differentiate active tuberculosis (ATB) from latent tuberculosis infection (LTBI) and prevent undertreatment and overtreatment. The aim of this study was to identify biomarker profiles that may support the differentiation between ATB and LTBI and to validate these signatures. MATERIALS AND METHODS: The discovery cohort included adult individuals classified in four groups: ATB (n = 20), LTBI without prophylaxis (untreated LTBI; n = 20), LTBI after completion of prophylaxis (treated LTBI; n = 20), and healthy controls (HC; n = 20). Their sera were analyzed for 40 cytokines/chemokines and activity of adenosine deaminase (ADA) isozymes. A prediction model was designed to differentiate ATB from untreated LTBI using sparse partial least squares (sPLS) and logistic regression analyses. Serum samples of two independent cohorts (national and international) were used for validation. RESULTS: sPLS regression analyses identified C-C motif chemokine ligand 1 (CCL1), C-reactive protein (CRP), C-X-C motif chemokine ligand 10 (CXCL10), and vascular endothelial growth factor (VEGF) as the most discriminating biomarkers. These markers and ADA(2) activity were significantly increased in ATB compared to untreated LTBI (p ≤ 0.007). Combining CCL1, CXCL10, VEGF, and ADA2 activity yielded a sensitivity and specificity of 95% and 90%, respectively, in differentiating ATB from untreated LTBI. These findings were confirmed in the validation cohort including remotely acquired untreated LTBI participants. CONCLUSION: The biomarker signature of CCL1, CXCL10, VEGF, and ADA2 activity provides a promising tool for differentiating patients with ATB from non-treated LTBI individuals. |
format | Online Article Text |
id | pubmed-8529994 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85299942021-10-22 Serum Biomarker Profile Including CCL1, CXCL10, VEGF, and Adenosine Deaminase Activity Distinguishes Active From Remotely Acquired Latent Tuberculosis Delemarre, Eveline M. van Hoorn, Laura Bossink, Aik W. J. Drylewicz, Julia Joosten, Simone A. Ottenhoff, Tom H. M. Akkerman, Onno W. Goletti, Delia Petruccioli, Elisa Navarra, Assunta van den Broek, Brigitte T. A. Paardekooper, Sanne P. A. van Haeften, Ineke Koenderman, Leo Lammers, Jan-Willem J. Thijsen, Steven F. T. Hofland, Regina W. Nierkens, Stefan Front Immunol Immunology INTRODUCTION: There is an urgent medical need to differentiate active tuberculosis (ATB) from latent tuberculosis infection (LTBI) and prevent undertreatment and overtreatment. The aim of this study was to identify biomarker profiles that may support the differentiation between ATB and LTBI and to validate these signatures. MATERIALS AND METHODS: The discovery cohort included adult individuals classified in four groups: ATB (n = 20), LTBI without prophylaxis (untreated LTBI; n = 20), LTBI after completion of prophylaxis (treated LTBI; n = 20), and healthy controls (HC; n = 20). Their sera were analyzed for 40 cytokines/chemokines and activity of adenosine deaminase (ADA) isozymes. A prediction model was designed to differentiate ATB from untreated LTBI using sparse partial least squares (sPLS) and logistic regression analyses. Serum samples of two independent cohorts (national and international) were used for validation. RESULTS: sPLS regression analyses identified C-C motif chemokine ligand 1 (CCL1), C-reactive protein (CRP), C-X-C motif chemokine ligand 10 (CXCL10), and vascular endothelial growth factor (VEGF) as the most discriminating biomarkers. These markers and ADA(2) activity were significantly increased in ATB compared to untreated LTBI (p ≤ 0.007). Combining CCL1, CXCL10, VEGF, and ADA2 activity yielded a sensitivity and specificity of 95% and 90%, respectively, in differentiating ATB from untreated LTBI. These findings were confirmed in the validation cohort including remotely acquired untreated LTBI participants. CONCLUSION: The biomarker signature of CCL1, CXCL10, VEGF, and ADA2 activity provides a promising tool for differentiating patients with ATB from non-treated LTBI individuals. Frontiers Media S.A. 2021-10-07 /pmc/articles/PMC8529994/ /pubmed/34691031 http://dx.doi.org/10.3389/fimmu.2021.725447 Text en Copyright © 2021 Delemarre, van Hoorn, Bossink, Drylewicz, Joosten, Ottenhoff, Akkerman, Goletti, Petruccioli, Navarra, van den Broek, Paardekooper, van Haeften, Koenderman, Lammers, Thijsen, Hofland and Nierkens https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Delemarre, Eveline M. van Hoorn, Laura Bossink, Aik W. J. Drylewicz, Julia Joosten, Simone A. Ottenhoff, Tom H. M. Akkerman, Onno W. Goletti, Delia Petruccioli, Elisa Navarra, Assunta van den Broek, Brigitte T. A. Paardekooper, Sanne P. A. van Haeften, Ineke Koenderman, Leo Lammers, Jan-Willem J. Thijsen, Steven F. T. Hofland, Regina W. Nierkens, Stefan Serum Biomarker Profile Including CCL1, CXCL10, VEGF, and Adenosine Deaminase Activity Distinguishes Active From Remotely Acquired Latent Tuberculosis |
title | Serum Biomarker Profile Including CCL1, CXCL10, VEGF, and Adenosine Deaminase Activity Distinguishes Active From Remotely Acquired Latent Tuberculosis |
title_full | Serum Biomarker Profile Including CCL1, CXCL10, VEGF, and Adenosine Deaminase Activity Distinguishes Active From Remotely Acquired Latent Tuberculosis |
title_fullStr | Serum Biomarker Profile Including CCL1, CXCL10, VEGF, and Adenosine Deaminase Activity Distinguishes Active From Remotely Acquired Latent Tuberculosis |
title_full_unstemmed | Serum Biomarker Profile Including CCL1, CXCL10, VEGF, and Adenosine Deaminase Activity Distinguishes Active From Remotely Acquired Latent Tuberculosis |
title_short | Serum Biomarker Profile Including CCL1, CXCL10, VEGF, and Adenosine Deaminase Activity Distinguishes Active From Remotely Acquired Latent Tuberculosis |
title_sort | serum biomarker profile including ccl1, cxcl10, vegf, and adenosine deaminase activity distinguishes active from remotely acquired latent tuberculosis |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8529994/ https://www.ncbi.nlm.nih.gov/pubmed/34691031 http://dx.doi.org/10.3389/fimmu.2021.725447 |
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