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The Kynurenine/Tryptophan Ratio Is a Sensitive Biomarker for the Diagnosis of Pediatric Tuberculosis Among Indian Children
OBJECTIVES: Pediatric tuberculosis (TB) remains difficult to diagnose. The plasma kynurenine to tryptophan ratio (K/T ratio) is a potential biomarker for TB diagnosis and treatment response but has not been assessed in children. METHODS: We performed a targeted diagnostic accuracy analysis of four b...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8790563/ https://www.ncbi.nlm.nih.gov/pubmed/35095848 http://dx.doi.org/10.3389/fimmu.2021.774043 |
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author | Tornheim, Jeffrey A. Paradkar, Mandar Zhao, Henry Kulkarni, Vandana Pradhan, Neeta Kinikar, Aarti Kagal, Anju Gupte, Nikhil Mave, Vidya Gupta, Amita Karakousis, Petros C. |
author_facet | Tornheim, Jeffrey A. Paradkar, Mandar Zhao, Henry Kulkarni, Vandana Pradhan, Neeta Kinikar, Aarti Kagal, Anju Gupte, Nikhil Mave, Vidya Gupta, Amita Karakousis, Petros C. |
author_sort | Tornheim, Jeffrey A. |
collection | PubMed |
description | OBJECTIVES: Pediatric tuberculosis (TB) remains difficult to diagnose. The plasma kynurenine to tryptophan ratio (K/T ratio) is a potential biomarker for TB diagnosis and treatment response but has not been assessed in children. METHODS: We performed a targeted diagnostic accuracy analysis of four biomarkers: kynurenine abundance, tryptophan abundance, the K/T ratio, and IDO-1 gene expression. Data were obtained from transcriptome and metabolome profiling of children with confirmed tuberculosis and age- and sex-matched uninfected household contacts of pulmonary tuberculosis patients. Each biomarker was assessed as a baseline diagnostic and in response to successful TB treatment. RESULTS: Despite non-significant between-group differences in unbiased analysis, the K/T ratio achieved an area under the receiver operator characteristic curve (AUC) of 0.667 and 81.5% sensitivity for TB diagnosis. Kynurenine, tryptophan, and IDO-1 demonstrated diagnostic AUCs of 0.667, 0.602, and 0.463, respectively. None of these biomarkers demonstrated high AUCs for treatment response. The AUC of the K/T ratio was lower than biomarkers identified in unbiased analysis, but improved sensitivity over existing commercial assays for pediatric TB diagnosis. CONCLUSIONS: Plasma kynurenine and the K/T ratio may be useful biomarkers for pediatric TB. Ongoing studies in geographically diverse populations will determine optimal use of these biomarkers worldwide. |
format | Online Article Text |
id | pubmed-8790563 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87905632022-01-27 The Kynurenine/Tryptophan Ratio Is a Sensitive Biomarker for the Diagnosis of Pediatric Tuberculosis Among Indian Children Tornheim, Jeffrey A. Paradkar, Mandar Zhao, Henry Kulkarni, Vandana Pradhan, Neeta Kinikar, Aarti Kagal, Anju Gupte, Nikhil Mave, Vidya Gupta, Amita Karakousis, Petros C. Front Immunol Immunology OBJECTIVES: Pediatric tuberculosis (TB) remains difficult to diagnose. The plasma kynurenine to tryptophan ratio (K/T ratio) is a potential biomarker for TB diagnosis and treatment response but has not been assessed in children. METHODS: We performed a targeted diagnostic accuracy analysis of four biomarkers: kynurenine abundance, tryptophan abundance, the K/T ratio, and IDO-1 gene expression. Data were obtained from transcriptome and metabolome profiling of children with confirmed tuberculosis and age- and sex-matched uninfected household contacts of pulmonary tuberculosis patients. Each biomarker was assessed as a baseline diagnostic and in response to successful TB treatment. RESULTS: Despite non-significant between-group differences in unbiased analysis, the K/T ratio achieved an area under the receiver operator characteristic curve (AUC) of 0.667 and 81.5% sensitivity for TB diagnosis. Kynurenine, tryptophan, and IDO-1 demonstrated diagnostic AUCs of 0.667, 0.602, and 0.463, respectively. None of these biomarkers demonstrated high AUCs for treatment response. The AUC of the K/T ratio was lower than biomarkers identified in unbiased analysis, but improved sensitivity over existing commercial assays for pediatric TB diagnosis. CONCLUSIONS: Plasma kynurenine and the K/T ratio may be useful biomarkers for pediatric TB. Ongoing studies in geographically diverse populations will determine optimal use of these biomarkers worldwide. Frontiers Media S.A. 2022-01-12 /pmc/articles/PMC8790563/ /pubmed/35095848 http://dx.doi.org/10.3389/fimmu.2021.774043 Text en Copyright © 2022 Tornheim, Paradkar, Zhao, Kulkarni, Pradhan, Kinikar, Kagal, Gupte, Mave, Gupta and Karakousis 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 Tornheim, Jeffrey A. Paradkar, Mandar Zhao, Henry Kulkarni, Vandana Pradhan, Neeta Kinikar, Aarti Kagal, Anju Gupte, Nikhil Mave, Vidya Gupta, Amita Karakousis, Petros C. The Kynurenine/Tryptophan Ratio Is a Sensitive Biomarker for the Diagnosis of Pediatric Tuberculosis Among Indian Children |
title | The Kynurenine/Tryptophan Ratio Is a Sensitive Biomarker for the Diagnosis of Pediatric Tuberculosis Among Indian Children |
title_full | The Kynurenine/Tryptophan Ratio Is a Sensitive Biomarker for the Diagnosis of Pediatric Tuberculosis Among Indian Children |
title_fullStr | The Kynurenine/Tryptophan Ratio Is a Sensitive Biomarker for the Diagnosis of Pediatric Tuberculosis Among Indian Children |
title_full_unstemmed | The Kynurenine/Tryptophan Ratio Is a Sensitive Biomarker for the Diagnosis of Pediatric Tuberculosis Among Indian Children |
title_short | The Kynurenine/Tryptophan Ratio Is a Sensitive Biomarker for the Diagnosis of Pediatric Tuberculosis Among Indian Children |
title_sort | kynurenine/tryptophan ratio is a sensitive biomarker for the diagnosis of pediatric tuberculosis among indian children |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8790563/ https://www.ncbi.nlm.nih.gov/pubmed/35095848 http://dx.doi.org/10.3389/fimmu.2021.774043 |
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