Global metabolomic analysis of human saliva and plasma from healthy and diabetic subjects, with and without periodontal disease.

Recent studies suggest that periodontal disease and type 2 diabetes mellitus are bi-directionally associated. Identification of a molecular signature for periodontitis using unbiased metabolic profiling could allow identification of biomarkers to assist in the diagnosis and monitoring of both diabet...

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Main Authors: Virginia M Barnes, Adam D Kennedy, Fotinos Panagakos, William Devizio, Harsh M Trivedi, Thomas Jönsson, Lining Guo, Shannon Cervi, Frank A Scannapieco
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4136819?pdf=render
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spelling doaj-404f2dd8a14846ba8707ec794f20db6d2020-11-24T21:50:36ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-0198e10518110.1371/journal.pone.0105181Global metabolomic analysis of human saliva and plasma from healthy and diabetic subjects, with and without periodontal disease.Virginia M BarnesAdam D KennedyFotinos PanagakosWilliam DevizioHarsh M TrivediThomas JönssonLining GuoShannon CerviFrank A ScannapiecoRecent studies suggest that periodontal disease and type 2 diabetes mellitus are bi-directionally associated. Identification of a molecular signature for periodontitis using unbiased metabolic profiling could allow identification of biomarkers to assist in the diagnosis and monitoring of both diabetes and periodontal disease. This cross-sectional study identified plasma and salivary metabolic products associated with periodontitis and/or diabetes in order to discover biomarkers that may differentiate or demonstrate an interaction of these diseases. Saliva and plasma samples were analyzed from 161 diabetic and non-diabetic human subjects with a healthy periodontium, gingivitis and periodontitis. Metabolite profiling was performed using Metabolon's platform technology. A total of 772 metabolites were found in plasma and 475 in saliva. Diabetics had significantly higher levels of glucose and α-hydroxybutyrate, the established markers of diabetes, for all periodontal groups of subjects. Comparison of healthy, gingivitis and periodontitis saliva samples within the non-diabetic group confirmed findings from previous studies that included increased levels of markers of cellular energetic stress, increased purine degradation and glutathione metabolism through increased levels of oxidized glutathione and cysteine-glutathione disulfide, markers of oxidative stress, including increased purine degradation metabolites (e.g. guanosine and inosine), increased amino acid levels suggesting protein degradation, and increased ω-3 (docosapentaenoate) and ω-6 fatty acid (linoleate and arachidonate) signatures. Differences in saliva between diabetic and non-diabetic cohorts showed altered signatures of carbohydrate, lipid and oxidative stress exist in the diabetic samples. Global untargeted metabolic profiling of human saliva in diabetics replicated the metabolite signature of periodontal disease progression in non-diabetic patients and revealed unique metabolic signatures associated with periodontal disease in diabetics. The metabolites identified in this study that discriminated the periodontal groups may be useful for developing diagnostics and therapeutics tailored to the diabetic population.http://europepmc.org/articles/PMC4136819?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Virginia M Barnes
Adam D Kennedy
Fotinos Panagakos
William Devizio
Harsh M Trivedi
Thomas Jönsson
Lining Guo
Shannon Cervi
Frank A Scannapieco
spellingShingle Virginia M Barnes
Adam D Kennedy
Fotinos Panagakos
William Devizio
Harsh M Trivedi
Thomas Jönsson
Lining Guo
Shannon Cervi
Frank A Scannapieco
Global metabolomic analysis of human saliva and plasma from healthy and diabetic subjects, with and without periodontal disease.
PLoS ONE
author_facet Virginia M Barnes
Adam D Kennedy
Fotinos Panagakos
William Devizio
Harsh M Trivedi
Thomas Jönsson
Lining Guo
Shannon Cervi
Frank A Scannapieco
author_sort Virginia M Barnes
title Global metabolomic analysis of human saliva and plasma from healthy and diabetic subjects, with and without periodontal disease.
title_short Global metabolomic analysis of human saliva and plasma from healthy and diabetic subjects, with and without periodontal disease.
title_full Global metabolomic analysis of human saliva and plasma from healthy and diabetic subjects, with and without periodontal disease.
title_fullStr Global metabolomic analysis of human saliva and plasma from healthy and diabetic subjects, with and without periodontal disease.
title_full_unstemmed Global metabolomic analysis of human saliva and plasma from healthy and diabetic subjects, with and without periodontal disease.
title_sort global metabolomic analysis of human saliva and plasma from healthy and diabetic subjects, with and without periodontal disease.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
description Recent studies suggest that periodontal disease and type 2 diabetes mellitus are bi-directionally associated. Identification of a molecular signature for periodontitis using unbiased metabolic profiling could allow identification of biomarkers to assist in the diagnosis and monitoring of both diabetes and periodontal disease. This cross-sectional study identified plasma and salivary metabolic products associated with periodontitis and/or diabetes in order to discover biomarkers that may differentiate or demonstrate an interaction of these diseases. Saliva and plasma samples were analyzed from 161 diabetic and non-diabetic human subjects with a healthy periodontium, gingivitis and periodontitis. Metabolite profiling was performed using Metabolon's platform technology. A total of 772 metabolites were found in plasma and 475 in saliva. Diabetics had significantly higher levels of glucose and α-hydroxybutyrate, the established markers of diabetes, for all periodontal groups of subjects. Comparison of healthy, gingivitis and periodontitis saliva samples within the non-diabetic group confirmed findings from previous studies that included increased levels of markers of cellular energetic stress, increased purine degradation and glutathione metabolism through increased levels of oxidized glutathione and cysteine-glutathione disulfide, markers of oxidative stress, including increased purine degradation metabolites (e.g. guanosine and inosine), increased amino acid levels suggesting protein degradation, and increased ω-3 (docosapentaenoate) and ω-6 fatty acid (linoleate and arachidonate) signatures. Differences in saliva between diabetic and non-diabetic cohorts showed altered signatures of carbohydrate, lipid and oxidative stress exist in the diabetic samples. Global untargeted metabolic profiling of human saliva in diabetics replicated the metabolite signature of periodontal disease progression in non-diabetic patients and revealed unique metabolic signatures associated with periodontal disease in diabetics. The metabolites identified in this study that discriminated the periodontal groups may be useful for developing diagnostics and therapeutics tailored to the diabetic population.
url http://europepmc.org/articles/PMC4136819?pdf=render
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