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Salivary Metabolomic Analysis Reveals Amino Acid Metabolism Shift in SARS-CoV-2 Virus Activity and Post-Infection Condition
The SARS-CoV-2 virus primarily infects salivary glands suggesting a change in the saliva metabolite profile; this shift may be used as a monitoring instrument during SARS-CoV-2 infection. The present study aims to determine the salivary metabolomic profile of patients with and post-SARS-CoV-19 infec...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9962089/ https://www.ncbi.nlm.nih.gov/pubmed/36837882 http://dx.doi.org/10.3390/metabo13020263 |
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author | da Silva Fidalgo, Tatiana Kelly Freitas-Fernandes, Liana Bastos Marques, Barbara Bruno Fagundes de Araújo, Caroline Souza da Silva, Bruno Jefferson Guimarães, Taísa Coelho Fischer, Ricardo Guimarães Tinoco, Eduardo Muniz Barretto Valente, Ana Paula |
author_facet | da Silva Fidalgo, Tatiana Kelly Freitas-Fernandes, Liana Bastos Marques, Barbara Bruno Fagundes de Araújo, Caroline Souza da Silva, Bruno Jefferson Guimarães, Taísa Coelho Fischer, Ricardo Guimarães Tinoco, Eduardo Muniz Barretto Valente, Ana Paula |
author_sort | da Silva Fidalgo, Tatiana Kelly |
collection | PubMed |
description | The SARS-CoV-2 virus primarily infects salivary glands suggesting a change in the saliva metabolite profile; this shift may be used as a monitoring instrument during SARS-CoV-2 infection. The present study aims to determine the salivary metabolomic profile of patients with and post-SARS-CoV-19 infection. Patients were without (PCR−), with SARS-CoV-2 (PCR+), or post-SARS-CoV-2 infection. Unstimulated whole saliva was collected, and the (1)H spectra were acquired in a 500 MHz Bruker nuclear magnetic resonance spectrometer at 25 °C. They were subjected to multivariate analysis using principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA), as well as univariate analysis through t-tests (SPSS 20.0, IL, USA), with a significance level of p < 0.05. A distinction was found when comparing PCR− subjects to those with SARS-CoV-2 infection. When comparing the three groups, the PLS-DA cross-validation presented satisfactory accuracy (ACC = 0.69, R2 = 0.39, Q2 = 0.08). Seventeen metabolites were found in different proportions among the groups. The results suggested the downregulation of major amino acid levels, such as alanine, glutamine, histidine, leucine, lysine, phenylalanine, and proline in the PCR+ group compared to the PCR− ones. In addition, acetate, valerate, and capronic acid were higher in PCR− patients than in PCR+. Sucrose and butyrate were higher in post-SARS-CoV-2 infection compared to PCR−. In general, a reduction in amino acids was observed in subjects with and post-SARS-CoV-2 disease. The salivary metabolomic strategy NMR-based was able to differentiate between non-infected individuals and those with acute and post-SARS-CoV-19 infection. |
format | Online Article Text |
id | pubmed-9962089 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99620892023-02-26 Salivary Metabolomic Analysis Reveals Amino Acid Metabolism Shift in SARS-CoV-2 Virus Activity and Post-Infection Condition da Silva Fidalgo, Tatiana Kelly Freitas-Fernandes, Liana Bastos Marques, Barbara Bruno Fagundes de Araújo, Caroline Souza da Silva, Bruno Jefferson Guimarães, Taísa Coelho Fischer, Ricardo Guimarães Tinoco, Eduardo Muniz Barretto Valente, Ana Paula Metabolites Article The SARS-CoV-2 virus primarily infects salivary glands suggesting a change in the saliva metabolite profile; this shift may be used as a monitoring instrument during SARS-CoV-2 infection. The present study aims to determine the salivary metabolomic profile of patients with and post-SARS-CoV-19 infection. Patients were without (PCR−), with SARS-CoV-2 (PCR+), or post-SARS-CoV-2 infection. Unstimulated whole saliva was collected, and the (1)H spectra were acquired in a 500 MHz Bruker nuclear magnetic resonance spectrometer at 25 °C. They were subjected to multivariate analysis using principal component analysis (PCA) and partial least squares discriminant analysis (PLS-DA), as well as univariate analysis through t-tests (SPSS 20.0, IL, USA), with a significance level of p < 0.05. A distinction was found when comparing PCR− subjects to those with SARS-CoV-2 infection. When comparing the three groups, the PLS-DA cross-validation presented satisfactory accuracy (ACC = 0.69, R2 = 0.39, Q2 = 0.08). Seventeen metabolites were found in different proportions among the groups. The results suggested the downregulation of major amino acid levels, such as alanine, glutamine, histidine, leucine, lysine, phenylalanine, and proline in the PCR+ group compared to the PCR− ones. In addition, acetate, valerate, and capronic acid were higher in PCR− patients than in PCR+. Sucrose and butyrate were higher in post-SARS-CoV-2 infection compared to PCR−. In general, a reduction in amino acids was observed in subjects with and post-SARS-CoV-2 disease. The salivary metabolomic strategy NMR-based was able to differentiate between non-infected individuals and those with acute and post-SARS-CoV-19 infection. MDPI 2023-02-11 /pmc/articles/PMC9962089/ /pubmed/36837882 http://dx.doi.org/10.3390/metabo13020263 Text en © 2023 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 da Silva Fidalgo, Tatiana Kelly Freitas-Fernandes, Liana Bastos Marques, Barbara Bruno Fagundes de Araújo, Caroline Souza da Silva, Bruno Jefferson Guimarães, Taísa Coelho Fischer, Ricardo Guimarães Tinoco, Eduardo Muniz Barretto Valente, Ana Paula Salivary Metabolomic Analysis Reveals Amino Acid Metabolism Shift in SARS-CoV-2 Virus Activity and Post-Infection Condition |
title | Salivary Metabolomic Analysis Reveals Amino Acid Metabolism Shift in SARS-CoV-2 Virus Activity and Post-Infection Condition |
title_full | Salivary Metabolomic Analysis Reveals Amino Acid Metabolism Shift in SARS-CoV-2 Virus Activity and Post-Infection Condition |
title_fullStr | Salivary Metabolomic Analysis Reveals Amino Acid Metabolism Shift in SARS-CoV-2 Virus Activity and Post-Infection Condition |
title_full_unstemmed | Salivary Metabolomic Analysis Reveals Amino Acid Metabolism Shift in SARS-CoV-2 Virus Activity and Post-Infection Condition |
title_short | Salivary Metabolomic Analysis Reveals Amino Acid Metabolism Shift in SARS-CoV-2 Virus Activity and Post-Infection Condition |
title_sort | salivary metabolomic analysis reveals amino acid metabolism shift in sars-cov-2 virus activity and post-infection condition |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9962089/ https://www.ncbi.nlm.nih.gov/pubmed/36837882 http://dx.doi.org/10.3390/metabo13020263 |
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