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Untargeted Metabolomics Pilot Study Using UHPLC-qTOF MS Profile in Sows’ Urine Reveals Metabolites of Bladder Inflammation
Urinary tract infections (UTI) of sows (characterized by ascending infections of the urinary bladder (cyst), ureters, and renal pelvis), are major health issues with a significant economic impact to the swine industry. The current detection of UTI incidents lacks sensitivity; thus, UTIs remain large...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784506/ https://www.ncbi.nlm.nih.gov/pubmed/36557224 http://dx.doi.org/10.3390/metabo12121186 |
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author | Pousinis, Petros Virgiliou, Christina Mouskeftara, Thomai Chalvatzi, Sofia Kroustallas, Fotios Panteris, Eleftherios Papadopoulos, Georgios A. Fortomaris, Paschalis Cernat, Michaela Leontides, Leonidas Begou, Olga |
author_facet | Pousinis, Petros Virgiliou, Christina Mouskeftara, Thomai Chalvatzi, Sofia Kroustallas, Fotios Panteris, Eleftherios Papadopoulos, Georgios A. Fortomaris, Paschalis Cernat, Michaela Leontides, Leonidas Begou, Olga |
author_sort | Pousinis, Petros |
collection | PubMed |
description | Urinary tract infections (UTI) of sows (characterized by ascending infections of the urinary bladder (cyst), ureters, and renal pelvis), are major health issues with a significant economic impact to the swine industry. The current detection of UTI incidents lacks sensitivity; thus, UTIs remain largely under-diagnosed. The value of metabolomics in unraveling the mechanisms of sow UTI has not yet been established. This study aims to investigate the urine metabolome of sows for UTI biomarkers. Urine samples were collected from 58 culled sows from a farrow-to-finish herd in Greece. Urine metabolomic profiles in 31 healthy controls and in 27 inflammatory ones were evaluated. UHPLC-qTOF MS/MS was applied for the analysis with a combination of multivariate and univariate statistical analysis. Eighteen potential markers were found. The changes in several urine metabolites classes (nucleosides, indoles, isoflavones, and dipeptides), as well as amino-acids allowed for an adequate discrimination between the study groups. Identified metabolites were involved in purine metabolism; phenylalanine; tyrosine and tryptophan biosynthesis; and phenylalanine metabolism. Through ROC analysis it was shown that the 18 identified metabolite biomarkers exhibited good predictive accuracy. In summary, our study provided new information on the potential targets for predicting early and accurate diagnosis of UTI. Further, this information also sheds light on how it could be applied in live animals. |
format | Online Article Text |
id | pubmed-9784506 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-97845062022-12-24 Untargeted Metabolomics Pilot Study Using UHPLC-qTOF MS Profile in Sows’ Urine Reveals Metabolites of Bladder Inflammation Pousinis, Petros Virgiliou, Christina Mouskeftara, Thomai Chalvatzi, Sofia Kroustallas, Fotios Panteris, Eleftherios Papadopoulos, Georgios A. Fortomaris, Paschalis Cernat, Michaela Leontides, Leonidas Begou, Olga Metabolites Article Urinary tract infections (UTI) of sows (characterized by ascending infections of the urinary bladder (cyst), ureters, and renal pelvis), are major health issues with a significant economic impact to the swine industry. The current detection of UTI incidents lacks sensitivity; thus, UTIs remain largely under-diagnosed. The value of metabolomics in unraveling the mechanisms of sow UTI has not yet been established. This study aims to investigate the urine metabolome of sows for UTI biomarkers. Urine samples were collected from 58 culled sows from a farrow-to-finish herd in Greece. Urine metabolomic profiles in 31 healthy controls and in 27 inflammatory ones were evaluated. UHPLC-qTOF MS/MS was applied for the analysis with a combination of multivariate and univariate statistical analysis. Eighteen potential markers were found. The changes in several urine metabolites classes (nucleosides, indoles, isoflavones, and dipeptides), as well as amino-acids allowed for an adequate discrimination between the study groups. Identified metabolites were involved in purine metabolism; phenylalanine; tyrosine and tryptophan biosynthesis; and phenylalanine metabolism. Through ROC analysis it was shown that the 18 identified metabolite biomarkers exhibited good predictive accuracy. In summary, our study provided new information on the potential targets for predicting early and accurate diagnosis of UTI. Further, this information also sheds light on how it could be applied in live animals. MDPI 2022-11-28 /pmc/articles/PMC9784506/ /pubmed/36557224 http://dx.doi.org/10.3390/metabo12121186 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pousinis, Petros Virgiliou, Christina Mouskeftara, Thomai Chalvatzi, Sofia Kroustallas, Fotios Panteris, Eleftherios Papadopoulos, Georgios A. Fortomaris, Paschalis Cernat, Michaela Leontides, Leonidas Begou, Olga Untargeted Metabolomics Pilot Study Using UHPLC-qTOF MS Profile in Sows’ Urine Reveals Metabolites of Bladder Inflammation |
title | Untargeted Metabolomics Pilot Study Using UHPLC-qTOF MS Profile in Sows’ Urine Reveals Metabolites of Bladder Inflammation |
title_full | Untargeted Metabolomics Pilot Study Using UHPLC-qTOF MS Profile in Sows’ Urine Reveals Metabolites of Bladder Inflammation |
title_fullStr | Untargeted Metabolomics Pilot Study Using UHPLC-qTOF MS Profile in Sows’ Urine Reveals Metabolites of Bladder Inflammation |
title_full_unstemmed | Untargeted Metabolomics Pilot Study Using UHPLC-qTOF MS Profile in Sows’ Urine Reveals Metabolites of Bladder Inflammation |
title_short | Untargeted Metabolomics Pilot Study Using UHPLC-qTOF MS Profile in Sows’ Urine Reveals Metabolites of Bladder Inflammation |
title_sort | untargeted metabolomics pilot study using uhplc-qtof ms profile in sows’ urine reveals metabolites of bladder inflammation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9784506/ https://www.ncbi.nlm.nih.gov/pubmed/36557224 http://dx.doi.org/10.3390/metabo12121186 |
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