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Identification of Salivary Metabolic Signatures Associated with Primary Sjögren’s Disease
Sjögren’s disease (SjD) is the second most prevalent autoimmune disorder that involves chronic inflammation of exocrine glands. Correct diagnosis of primary SjD (pSjD) can span over many years since disease symptoms manifest only in advanced stages of salivary and lachrymal glandular destruction, an...
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/PMC10421170/ https://www.ncbi.nlm.nih.gov/pubmed/37570863 http://dx.doi.org/10.3390/molecules28155891 |
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author | Alt-Holland, Addy Huang, Xuejian Mendez, Tatiana Singh, Mabi L. Papas, Athena S. Cimmino, Joseph Bairos, Tiffany Tzavaras, Elizabeth Foley, Elizabeth Pagni, Sarah E. Baleja, James D. |
author_facet | Alt-Holland, Addy Huang, Xuejian Mendez, Tatiana Singh, Mabi L. Papas, Athena S. Cimmino, Joseph Bairos, Tiffany Tzavaras, Elizabeth Foley, Elizabeth Pagni, Sarah E. Baleja, James D. |
author_sort | Alt-Holland, Addy |
collection | PubMed |
description | Sjögren’s disease (SjD) is the second most prevalent autoimmune disorder that involves chronic inflammation of exocrine glands. Correct diagnosis of primary SjD (pSjD) can span over many years since disease symptoms manifest only in advanced stages of salivary and lachrymal glandular destruction, and consensus diagnostic methods have critical sensitivity and selectivity limitations. Using nuclear magnetic resonance (NMR) spectroscopy, we determined the composition of metabolites in unstimulated saliva samples from 30 pSjD subjects and 30 participants who do not have Sjögren’s disease (non-Sjögren’s control group, NS-C). Thirty-four metabolites were quantified in each sample, and analysis was conducted on both non-normalized (concentration) and normalized metabolomics data from all study participants (ages 23–78) and on an age-restricted subset of the data (ages 30–70) while applying false discovery rate correction in determining data significance. The normalized data of saliva samples from all study participants, and of the age-restricted subset, indicated significant increases in the levels of glucose, glycerol, taurine, and lactate, as well as significant decreases in the levels of 5-aminopentanoate, acetate, butyrate and propionate, in subjects with pSjD compared to subjects in the NS-C group. Additionally, a significant increase in choline was found only in the age-restricted subset, and a significant decrease in fucose was found only in the whole study population in normalized data of saliva samples from the pSjD group compared to the NS-C group. Metabolite concentration data of saliva samples from all study participants, but not from the age-restricted subset, indicated significant increases in the levels of glucose, glycerol, taurine, and lactate in subjects with pSjD compared to controls. The study showed that NMR metabolomics can be implemented in defining salivary metabolic signatures that are associated with disease status, and can contribute to differential analysis between subjects with pSjD and those who are not affected with this disease, in the clinic. |
format | Online Article Text |
id | pubmed-10421170 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-104211702023-08-12 Identification of Salivary Metabolic Signatures Associated with Primary Sjögren’s Disease Alt-Holland, Addy Huang, Xuejian Mendez, Tatiana Singh, Mabi L. Papas, Athena S. Cimmino, Joseph Bairos, Tiffany Tzavaras, Elizabeth Foley, Elizabeth Pagni, Sarah E. Baleja, James D. Molecules Article Sjögren’s disease (SjD) is the second most prevalent autoimmune disorder that involves chronic inflammation of exocrine glands. Correct diagnosis of primary SjD (pSjD) can span over many years since disease symptoms manifest only in advanced stages of salivary and lachrymal glandular destruction, and consensus diagnostic methods have critical sensitivity and selectivity limitations. Using nuclear magnetic resonance (NMR) spectroscopy, we determined the composition of metabolites in unstimulated saliva samples from 30 pSjD subjects and 30 participants who do not have Sjögren’s disease (non-Sjögren’s control group, NS-C). Thirty-four metabolites were quantified in each sample, and analysis was conducted on both non-normalized (concentration) and normalized metabolomics data from all study participants (ages 23–78) and on an age-restricted subset of the data (ages 30–70) while applying false discovery rate correction in determining data significance. The normalized data of saliva samples from all study participants, and of the age-restricted subset, indicated significant increases in the levels of glucose, glycerol, taurine, and lactate, as well as significant decreases in the levels of 5-aminopentanoate, acetate, butyrate and propionate, in subjects with pSjD compared to subjects in the NS-C group. Additionally, a significant increase in choline was found only in the age-restricted subset, and a significant decrease in fucose was found only in the whole study population in normalized data of saliva samples from the pSjD group compared to the NS-C group. Metabolite concentration data of saliva samples from all study participants, but not from the age-restricted subset, indicated significant increases in the levels of glucose, glycerol, taurine, and lactate in subjects with pSjD compared to controls. The study showed that NMR metabolomics can be implemented in defining salivary metabolic signatures that are associated with disease status, and can contribute to differential analysis between subjects with pSjD and those who are not affected with this disease, in the clinic. MDPI 2023-08-05 /pmc/articles/PMC10421170/ /pubmed/37570863 http://dx.doi.org/10.3390/molecules28155891 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 Alt-Holland, Addy Huang, Xuejian Mendez, Tatiana Singh, Mabi L. Papas, Athena S. Cimmino, Joseph Bairos, Tiffany Tzavaras, Elizabeth Foley, Elizabeth Pagni, Sarah E. Baleja, James D. Identification of Salivary Metabolic Signatures Associated with Primary Sjögren’s Disease |
title | Identification of Salivary Metabolic Signatures Associated with Primary Sjögren’s Disease |
title_full | Identification of Salivary Metabolic Signatures Associated with Primary Sjögren’s Disease |
title_fullStr | Identification of Salivary Metabolic Signatures Associated with Primary Sjögren’s Disease |
title_full_unstemmed | Identification of Salivary Metabolic Signatures Associated with Primary Sjögren’s Disease |
title_short | Identification of Salivary Metabolic Signatures Associated with Primary Sjögren’s Disease |
title_sort | identification of salivary metabolic signatures associated with primary sjögren’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10421170/ https://www.ncbi.nlm.nih.gov/pubmed/37570863 http://dx.doi.org/10.3390/molecules28155891 |
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