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Plasma chemokines as immune biomarkers for diagnosis of pediatric tuberculosis
BACKGROUND: Diagnosing tuberculosis (TB) in children is challenging due to paucibacillary disease, and lack of ability for microbiologic confirmation. Hence, we measured the plasma chemokines as biomarkers for diagnosis of pediatric tuberculosis. METHODS: We conducted a prospective case control stud...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504024/ https://www.ncbi.nlm.nih.gov/pubmed/34635070 http://dx.doi.org/10.1186/s12879-021-06749-6 |
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author | Kumar, Nathella Pavan Hissar, Syed Thiruvengadam, Kannan Banurekha, Velayuthum V. Balaji, Sarath Elilarasi, S. Gomathi, N. S. Ganesh, J. Aravind, M. A. Baskaran, Dhanaraj Tripathy, Srikanth Swaminathan, Soumya Babu, Subash |
author_facet | Kumar, Nathella Pavan Hissar, Syed Thiruvengadam, Kannan Banurekha, Velayuthum V. Balaji, Sarath Elilarasi, S. Gomathi, N. S. Ganesh, J. Aravind, M. A. Baskaran, Dhanaraj Tripathy, Srikanth Swaminathan, Soumya Babu, Subash |
author_sort | Kumar, Nathella Pavan |
collection | PubMed |
description | BACKGROUND: Diagnosing tuberculosis (TB) in children is challenging due to paucibacillary disease, and lack of ability for microbiologic confirmation. Hence, we measured the plasma chemokines as biomarkers for diagnosis of pediatric tuberculosis. METHODS: We conducted a prospective case control study using children with confirmed, unconfirmed and unlikely TB. Multiplex assay was performed to examine the plasma CC and CXC levels of chemokines. RESULTS: Baseline levels of CCL1, CCL3, CXCL1, CXCL2 and CXCL10 were significantly higher in active TB (confirmed TB and unconfirmed TB) in comparison to unlikely TB children. Receiver operating characteristics curve analysis revealed that CCL1, CXCL1 and CXCL10 could act as biomarkers distinguishing confirmed or unconfirmed TB from unlikely TB with the sensitivity and specificity of more than 80%. In addition, combiROC exhibited more than 90% sensitivity and specificity in distinguishing confirmed and unconfirmed TB from unlikely TB. Finally, classification and regression tree models also offered more than 90% sensitivity and specificity for CCL1 with a cutoff value of 28 pg/ml, which clearly classify active TB from unlikely TB. The levels of CCL1, CXCL1, CXCL2 and CXCL10 exhibited a significant reduction following anti-TB treatment. CONCLUSION: Thus, a baseline chemokine signature of CCL1/CXCL1/CXCL10 could serve as an accurate biomarker for the diagnosis of pediatric tuberculosis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-021-06749-6. |
format | Online Article Text |
id | pubmed-8504024 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-85040242021-10-20 Plasma chemokines as immune biomarkers for diagnosis of pediatric tuberculosis Kumar, Nathella Pavan Hissar, Syed Thiruvengadam, Kannan Banurekha, Velayuthum V. Balaji, Sarath Elilarasi, S. Gomathi, N. S. Ganesh, J. Aravind, M. A. Baskaran, Dhanaraj Tripathy, Srikanth Swaminathan, Soumya Babu, Subash BMC Infect Dis Research BACKGROUND: Diagnosing tuberculosis (TB) in children is challenging due to paucibacillary disease, and lack of ability for microbiologic confirmation. Hence, we measured the plasma chemokines as biomarkers for diagnosis of pediatric tuberculosis. METHODS: We conducted a prospective case control study using children with confirmed, unconfirmed and unlikely TB. Multiplex assay was performed to examine the plasma CC and CXC levels of chemokines. RESULTS: Baseline levels of CCL1, CCL3, CXCL1, CXCL2 and CXCL10 were significantly higher in active TB (confirmed TB and unconfirmed TB) in comparison to unlikely TB children. Receiver operating characteristics curve analysis revealed that CCL1, CXCL1 and CXCL10 could act as biomarkers distinguishing confirmed or unconfirmed TB from unlikely TB with the sensitivity and specificity of more than 80%. In addition, combiROC exhibited more than 90% sensitivity and specificity in distinguishing confirmed and unconfirmed TB from unlikely TB. Finally, classification and regression tree models also offered more than 90% sensitivity and specificity for CCL1 with a cutoff value of 28 pg/ml, which clearly classify active TB from unlikely TB. The levels of CCL1, CXCL1, CXCL2 and CXCL10 exhibited a significant reduction following anti-TB treatment. CONCLUSION: Thus, a baseline chemokine signature of CCL1/CXCL1/CXCL10 could serve as an accurate biomarker for the diagnosis of pediatric tuberculosis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12879-021-06749-6. BioMed Central 2021-10-11 /pmc/articles/PMC8504024/ /pubmed/34635070 http://dx.doi.org/10.1186/s12879-021-06749-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Kumar, Nathella Pavan Hissar, Syed Thiruvengadam, Kannan Banurekha, Velayuthum V. Balaji, Sarath Elilarasi, S. Gomathi, N. S. Ganesh, J. Aravind, M. A. Baskaran, Dhanaraj Tripathy, Srikanth Swaminathan, Soumya Babu, Subash Plasma chemokines as immune biomarkers for diagnosis of pediatric tuberculosis |
title | Plasma chemokines as immune biomarkers for diagnosis of pediatric tuberculosis |
title_full | Plasma chemokines as immune biomarkers for diagnosis of pediatric tuberculosis |
title_fullStr | Plasma chemokines as immune biomarkers for diagnosis of pediatric tuberculosis |
title_full_unstemmed | Plasma chemokines as immune biomarkers for diagnosis of pediatric tuberculosis |
title_short | Plasma chemokines as immune biomarkers for diagnosis of pediatric tuberculosis |
title_sort | plasma chemokines as immune biomarkers for diagnosis of pediatric tuberculosis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504024/ https://www.ncbi.nlm.nih.gov/pubmed/34635070 http://dx.doi.org/10.1186/s12879-021-06749-6 |
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