Literature–Based Discovery of Salivary Biomarkers for Type 2 Diabetes Mellitus

The alarming increase in type 2 diabetes mellitus (T2DM) underscores the need for efficient screening and preventive strategies. Select protein biomarker profiles emerge over time during T2DM development. Periodic evaluation of these markers will increase the predictive ability of diabetes risk scor...

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Main Authors: Mythily Srinivasan, Corinne Blackburn, Mohamed Mohamed, A.V. Sivagami, Janice Blum
Format: Article
Language:English
Published: SAGE Publishing 2015-01-01
Series:Biomarker Insights
Online Access:https://doi.org/10.4137/BMI.S22177
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spelling doaj-4efd14b7fc57407680f9ac3d2bc41ee42020-11-25T03:18:05ZengSAGE PublishingBiomarker Insights1177-27192015-01-011010.4137/BMI.S22177Literature–Based Discovery of Salivary Biomarkers for Type 2 Diabetes MellitusMythily Srinivasan0Corinne Blackburn1Mohamed Mohamed2A.V. Sivagami3Janice Blum4Departments of Oral Pathology, Medicine and Radiology, Indiana University School of Dentistry, Indianapolis, IN, USA.Departments of Oral Pathology, Medicine and Radiology, Indiana University School of Dentistry, Indianapolis, IN, USA.Departments of Oral Pathology, Medicine and Radiology, Indiana University School of Dentistry, Indianapolis, IN, USA.Department of Oral Medicine and Radiology, Sree Balaji Dental College and Hospital, Chennai, TN, India.Department of Microbiology and Immunology, Indiana University School of Medicine, Indianapolis, IN, USA.The alarming increase in type 2 diabetes mellitus (T2DM) underscores the need for efficient screening and preventive strategies. Select protein biomarker profiles emerge over time during T2DM development. Periodic evaluation of these markers will increase the predictive ability of diabetes risk scores. Noninvasive methods for frequent measurements of biomarkers are increasingly being investigated. Application of salivary diagnostics has gained importance with the establishment of significant similarities between the salivary and serum proteomes. The objective of this study is to identify T2DM–specific salivary biomarkers by literature–based discovery. A serial interrogation of the PubMed database was performed using MeSH terms of specific T2DM pathological processes in primary and secondary iterations to compile cohorts of T2DM–specific serum markers. Subsequent search consisted of mining for the identified serum markers in human saliva. More than 60% of T2DM–associated serum proteins have been measured in saliva. Nearly half of these proteins have been reported in diabetic saliva. Measurements of salivary lipids and oxidative stress markers that can exhibit correlated saliva plasma ratio could constitute reliable factors for T2DM risk assessment. We conclude that a high percentage of T2DM–associated serum proteins can be measured in saliva, which offers an attractive and economical strategy for T2DM screening.https://doi.org/10.4137/BMI.S22177
collection DOAJ
language English
format Article
sources DOAJ
author Mythily Srinivasan
Corinne Blackburn
Mohamed Mohamed
A.V. Sivagami
Janice Blum
spellingShingle Mythily Srinivasan
Corinne Blackburn
Mohamed Mohamed
A.V. Sivagami
Janice Blum
Literature–Based Discovery of Salivary Biomarkers for Type 2 Diabetes Mellitus
Biomarker Insights
author_facet Mythily Srinivasan
Corinne Blackburn
Mohamed Mohamed
A.V. Sivagami
Janice Blum
author_sort Mythily Srinivasan
title Literature–Based Discovery of Salivary Biomarkers for Type 2 Diabetes Mellitus
title_short Literature–Based Discovery of Salivary Biomarkers for Type 2 Diabetes Mellitus
title_full Literature–Based Discovery of Salivary Biomarkers for Type 2 Diabetes Mellitus
title_fullStr Literature–Based Discovery of Salivary Biomarkers for Type 2 Diabetes Mellitus
title_full_unstemmed Literature–Based Discovery of Salivary Biomarkers for Type 2 Diabetes Mellitus
title_sort literature–based discovery of salivary biomarkers for type 2 diabetes mellitus
publisher SAGE Publishing
series Biomarker Insights
issn 1177-2719
publishDate 2015-01-01
description The alarming increase in type 2 diabetes mellitus (T2DM) underscores the need for efficient screening and preventive strategies. Select protein biomarker profiles emerge over time during T2DM development. Periodic evaluation of these markers will increase the predictive ability of diabetes risk scores. Noninvasive methods for frequent measurements of biomarkers are increasingly being investigated. Application of salivary diagnostics has gained importance with the establishment of significant similarities between the salivary and serum proteomes. The objective of this study is to identify T2DM–specific salivary biomarkers by literature–based discovery. A serial interrogation of the PubMed database was performed using MeSH terms of specific T2DM pathological processes in primary and secondary iterations to compile cohorts of T2DM–specific serum markers. Subsequent search consisted of mining for the identified serum markers in human saliva. More than 60% of T2DM–associated serum proteins have been measured in saliva. Nearly half of these proteins have been reported in diabetic saliva. Measurements of salivary lipids and oxidative stress markers that can exhibit correlated saliva plasma ratio could constitute reliable factors for T2DM risk assessment. We conclude that a high percentage of T2DM–associated serum proteins can be measured in saliva, which offers an attractive and economical strategy for T2DM screening.
url https://doi.org/10.4137/BMI.S22177
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