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Identification of Urine Metabolites as Biomarkers of Early Lyme Disease
Metabolites detectible in human biofluids are attractive biomarkers for the diagnosis of early Lyme disease (ELD), a vector-borne infectious disease. Urine represents an easily obtained clinical sample that can be applied for diagnostic purposes. However, few studies have explored urine for biomarke...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6093930/ https://www.ncbi.nlm.nih.gov/pubmed/30111850 http://dx.doi.org/10.1038/s41598-018-29713-y |
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author | Pegalajar-Jurado, Adoracion Fitzgerald, Bryna L. Islam, M. Nurul Belisle, John T. Wormser, Gary P. Waller, Kathlene S. Ashton, Laura V. Webb, Kristofor J. Delorey, Mark J. Clark, Rebecca J. Molins, Claudia R. |
author_facet | Pegalajar-Jurado, Adoracion Fitzgerald, Bryna L. Islam, M. Nurul Belisle, John T. Wormser, Gary P. Waller, Kathlene S. Ashton, Laura V. Webb, Kristofor J. Delorey, Mark J. Clark, Rebecca J. Molins, Claudia R. |
author_sort | Pegalajar-Jurado, Adoracion |
collection | PubMed |
description | Metabolites detectible in human biofluids are attractive biomarkers for the diagnosis of early Lyme disease (ELD), a vector-borne infectious disease. Urine represents an easily obtained clinical sample that can be applied for diagnostic purposes. However, few studies have explored urine for biomarkers of ELD. In this study, metabolomics approaches were applied to evaluate small molecule metabolites in urine from patients with ELD (n = 14), infectious mononucleosis (n = 14) and healthy controls (n = 14). Metabolic biosignatures for ELD versus healthy controls and ELD versus infectious mononucleosis were generated using untargeted metabolomics. Pathway analyses and metabolite identification revealed the dysregulation of several metabolic processes in ELD as compared to healthy controls or mononucleosis, including metabolism of tryptophan. Linear discriminant analyses demonstrated that individual metabolic biosignatures can correctly discriminate ELD from the other patient groups with accuracies of 71 to 100%. These data provide proof-of-concept for use of urine metabolites as biomarkers for diagnostic classification of ELD. |
format | Online Article Text |
id | pubmed-6093930 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-60939302018-08-20 Identification of Urine Metabolites as Biomarkers of Early Lyme Disease Pegalajar-Jurado, Adoracion Fitzgerald, Bryna L. Islam, M. Nurul Belisle, John T. Wormser, Gary P. Waller, Kathlene S. Ashton, Laura V. Webb, Kristofor J. Delorey, Mark J. Clark, Rebecca J. Molins, Claudia R. Sci Rep Article Metabolites detectible in human biofluids are attractive biomarkers for the diagnosis of early Lyme disease (ELD), a vector-borne infectious disease. Urine represents an easily obtained clinical sample that can be applied for diagnostic purposes. However, few studies have explored urine for biomarkers of ELD. In this study, metabolomics approaches were applied to evaluate small molecule metabolites in urine from patients with ELD (n = 14), infectious mononucleosis (n = 14) and healthy controls (n = 14). Metabolic biosignatures for ELD versus healthy controls and ELD versus infectious mononucleosis were generated using untargeted metabolomics. Pathway analyses and metabolite identification revealed the dysregulation of several metabolic processes in ELD as compared to healthy controls or mononucleosis, including metabolism of tryptophan. Linear discriminant analyses demonstrated that individual metabolic biosignatures can correctly discriminate ELD from the other patient groups with accuracies of 71 to 100%. These data provide proof-of-concept for use of urine metabolites as biomarkers for diagnostic classification of ELD. Nature Publishing Group UK 2018-08-15 /pmc/articles/PMC6093930/ /pubmed/30111850 http://dx.doi.org/10.1038/s41598-018-29713-y Text en © The Author(s) 2018 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Pegalajar-Jurado, Adoracion Fitzgerald, Bryna L. Islam, M. Nurul Belisle, John T. Wormser, Gary P. Waller, Kathlene S. Ashton, Laura V. Webb, Kristofor J. Delorey, Mark J. Clark, Rebecca J. Molins, Claudia R. Identification of Urine Metabolites as Biomarkers of Early Lyme Disease |
title | Identification of Urine Metabolites as Biomarkers of Early Lyme Disease |
title_full | Identification of Urine Metabolites as Biomarkers of Early Lyme Disease |
title_fullStr | Identification of Urine Metabolites as Biomarkers of Early Lyme Disease |
title_full_unstemmed | Identification of Urine Metabolites as Biomarkers of Early Lyme Disease |
title_short | Identification of Urine Metabolites as Biomarkers of Early Lyme Disease |
title_sort | identification of urine metabolites as biomarkers of early lyme disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6093930/ https://www.ncbi.nlm.nih.gov/pubmed/30111850 http://dx.doi.org/10.1038/s41598-018-29713-y |
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