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Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA(1c) and fasting plasma glucose

BACKGROUND: Recent epidemiological studies indicate that only 30–50% of undiagnosed type 2 diabetes mellitus (T2DM) patients are identified using glycated hemoglobin (HbA(1c)) and elevated fasting plasma glucose (FPG) levels. Thus, novel biomarkers for early diagnosis and prognosis are urgently need...

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Autores principales: Spiller, Sandro, Li, Yichao, Blüher, Matthias, Welch, Lonnie, Hoffmann, Ralf
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5370432/
https://www.ncbi.nlm.nih.gov/pubmed/28360826
http://dx.doi.org/10.1186/s12014-017-9145-1
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author Spiller, Sandro
Li, Yichao
Blüher, Matthias
Welch, Lonnie
Hoffmann, Ralf
author_facet Spiller, Sandro
Li, Yichao
Blüher, Matthias
Welch, Lonnie
Hoffmann, Ralf
author_sort Spiller, Sandro
collection PubMed
description BACKGROUND: Recent epidemiological studies indicate that only 30–50% of undiagnosed type 2 diabetes mellitus (T2DM) patients are identified using glycated hemoglobin (HbA(1c)) and elevated fasting plasma glucose (FPG) levels. Thus, novel biomarkers for early diagnosis and prognosis are urgently needed for providing early and personalized treatment. METHODS: Here, we studied the glycation degrees of 27 glycation sites representing nine plasma proteins in 48 newly diagnosed male T2DM patients and 48 non-diabetic men matched for age (range 35–65 years). Samples were digested with trypsin and enriched for glycated peptides using boronic acid affinity chromatography. Quantification relied on mass spectrometry (multiple reaction monitoring) using isotope-labelled peptides as internal standard. RESULTS: The combination of glycated lysine-141 of haptoglobin (HP K141) and HbA(1c) provided a sensitivity of 94%, a specificity of 98%, and an accuracy of 96% to identify T2DM. A set of 15 features considering three glycation sites in human serum albumin, HP K141, and 11 routine laboratory measures of T2DM, metabolic syndrome, obesity, inflammation, and insulin resistance provided a sensitivity of 98%, a specificity of 100%, and an accuracy of 99% for newly diagnosed T2DM patients. CONCLUSIONS: Our studies demonstrated the great potential of glycation sites in plasma proteins providing an additional diagnostic tool for T2DM and elucidating that the combination of these sites with HbA(1c) and FPG could improve the diagnosis of T2DM. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12014-017-9145-1) contains supplementary material, which is available to authorized users.
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spelling pubmed-53704322017-03-30 Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA(1c) and fasting plasma glucose Spiller, Sandro Li, Yichao Blüher, Matthias Welch, Lonnie Hoffmann, Ralf Clin Proteomics Research BACKGROUND: Recent epidemiological studies indicate that only 30–50% of undiagnosed type 2 diabetes mellitus (T2DM) patients are identified using glycated hemoglobin (HbA(1c)) and elevated fasting plasma glucose (FPG) levels. Thus, novel biomarkers for early diagnosis and prognosis are urgently needed for providing early and personalized treatment. METHODS: Here, we studied the glycation degrees of 27 glycation sites representing nine plasma proteins in 48 newly diagnosed male T2DM patients and 48 non-diabetic men matched for age (range 35–65 years). Samples were digested with trypsin and enriched for glycated peptides using boronic acid affinity chromatography. Quantification relied on mass spectrometry (multiple reaction monitoring) using isotope-labelled peptides as internal standard. RESULTS: The combination of glycated lysine-141 of haptoglobin (HP K141) and HbA(1c) provided a sensitivity of 94%, a specificity of 98%, and an accuracy of 96% to identify T2DM. A set of 15 features considering three glycation sites in human serum albumin, HP K141, and 11 routine laboratory measures of T2DM, metabolic syndrome, obesity, inflammation, and insulin resistance provided a sensitivity of 98%, a specificity of 100%, and an accuracy of 99% for newly diagnosed T2DM patients. CONCLUSIONS: Our studies demonstrated the great potential of glycation sites in plasma proteins providing an additional diagnostic tool for T2DM and elucidating that the combination of these sites with HbA(1c) and FPG could improve the diagnosis of T2DM. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12014-017-9145-1) contains supplementary material, which is available to authorized users. BioMed Central 2017-03-28 /pmc/articles/PMC5370432/ /pubmed/28360826 http://dx.doi.org/10.1186/s12014-017-9145-1 Text en © The Author(s) 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Spiller, Sandro
Li, Yichao
Blüher, Matthias
Welch, Lonnie
Hoffmann, Ralf
Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA(1c) and fasting plasma glucose
title Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA(1c) and fasting plasma glucose
title_full Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA(1c) and fasting plasma glucose
title_fullStr Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA(1c) and fasting plasma glucose
title_full_unstemmed Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA(1c) and fasting plasma glucose
title_short Glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin HbA(1c) and fasting plasma glucose
title_sort glycated lysine-141 in haptoglobin improves the diagnostic accuracy for type 2 diabetes mellitus in combination with glycated hemoglobin hba(1c) and fasting plasma glucose
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5370432/
https://www.ncbi.nlm.nih.gov/pubmed/28360826
http://dx.doi.org/10.1186/s12014-017-9145-1
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