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Urinary Collagen Fragments Are Significantly Altered in Diabetes: A Link to Pathophysiology

BACKGROUND: The pathogenesis of diabetes mellitus (DM) is variable, comprising different inflammatory and immune responses. Proteome analysis holds the promise of delivering insight into the pathophysiological changes associated with diabetes. Recently, we identified and validated urinary proteomics...

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Autores principales: Maahs, David M., Siwy, Justyna, Argilés, Àngel, Cerna, Marie, Delles, Christian, Dominiczak, Anna F., Gayrard, Nathalie, Iphöfer, Alexander, Jänsch, Lothar, Jerums, George, Medek, Karel, Mischak, Harald, Navis, Gerjan J., Roob, Johannes M., Rossing, Kasper, Rossing, Peter, Rychlík, Ivan, Schiffer, Eric, Schmieder, Roland E., Wascher, Thomas C., Winklhofer-Roob, Brigitte M., Zimmerli, Lukas U., Zürbig, Petra, Snell-Bergeon, Janet K.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2946909/
https://www.ncbi.nlm.nih.gov/pubmed/20927192
http://dx.doi.org/10.1371/journal.pone.0013051
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author Maahs, David M.
Siwy, Justyna
Argilés, Àngel
Cerna, Marie
Delles, Christian
Dominiczak, Anna F.
Gayrard, Nathalie
Iphöfer, Alexander
Jänsch, Lothar
Jerums, George
Medek, Karel
Mischak, Harald
Navis, Gerjan J.
Roob, Johannes M.
Rossing, Kasper
Rossing, Peter
Rychlík, Ivan
Schiffer, Eric
Schmieder, Roland E.
Wascher, Thomas C.
Winklhofer-Roob, Brigitte M.
Zimmerli, Lukas U.
Zürbig, Petra
Snell-Bergeon, Janet K.
author_facet Maahs, David M.
Siwy, Justyna
Argilés, Àngel
Cerna, Marie
Delles, Christian
Dominiczak, Anna F.
Gayrard, Nathalie
Iphöfer, Alexander
Jänsch, Lothar
Jerums, George
Medek, Karel
Mischak, Harald
Navis, Gerjan J.
Roob, Johannes M.
Rossing, Kasper
Rossing, Peter
Rychlík, Ivan
Schiffer, Eric
Schmieder, Roland E.
Wascher, Thomas C.
Winklhofer-Roob, Brigitte M.
Zimmerli, Lukas U.
Zürbig, Petra
Snell-Bergeon, Janet K.
author_sort Maahs, David M.
collection PubMed
description BACKGROUND: The pathogenesis of diabetes mellitus (DM) is variable, comprising different inflammatory and immune responses. Proteome analysis holds the promise of delivering insight into the pathophysiological changes associated with diabetes. Recently, we identified and validated urinary proteomics biomarkers for diabetes. Based on these initial findings, we aimed to further validate urinary proteomics biomarkers specific for diabetes in general, and particularity associated with either type 1 (T1D) or type 2 diabetes (T2D). METHODOLOGY/PRINCIPAL FINDINGS: Therefore, the low-molecular-weight urinary proteome of 902 subjects from 10 different centers, 315 controls and 587 patients with T1D (n = 299) or T2D (n = 288), was analyzed using capillary-electrophoresis mass-spectrometry. The 261 urinary biomarkers (100 were sequenced) previously discovered in 205 subjects were validated in an additional 697 subjects to distinguish DM subjects (n = 382) from control subjects (n = 315) with 94% (95% CI: 92–95) accuracy in this study. To identify biomarkers that differentiate T1D from T2D, a subset of normoalbuminuric patients with T1D (n = 68) and T2D (n = 42) was employed, enabling identification of 131 biomarker candidates (40 were sequenced) differentially regulated between T1D and T2D. These biomarkers distinguished T1D from T2D in an independent validation set of normoalbuminuric patients (n = 108) with 88% (95% CI: 81–94%) accuracy, and in patients with impaired renal function (n = 369) with 85% (95% CI: 81–88%) accuracy. Specific collagen fragments were associated with diabetes and type of diabetes indicating changes in collagen turnover and extracellular matrix as one hallmark of the molecular pathophysiology of diabetes. Additional biomarkers including inflammatory processes and pro-thrombotic alterations were observed. CONCLUSIONS/SIGNIFICANCE: These findings, based on the largest proteomic study performed to date on subjects with DM, validate the previously described biomarkers for DM, and pinpoint differences in the urinary proteome of T1D and T2D, indicating significant differences in extracellular matrix remodeling.
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spelling pubmed-29469092010-10-06 Urinary Collagen Fragments Are Significantly Altered in Diabetes: A Link to Pathophysiology Maahs, David M. Siwy, Justyna Argilés, Àngel Cerna, Marie Delles, Christian Dominiczak, Anna F. Gayrard, Nathalie Iphöfer, Alexander Jänsch, Lothar Jerums, George Medek, Karel Mischak, Harald Navis, Gerjan J. Roob, Johannes M. Rossing, Kasper Rossing, Peter Rychlík, Ivan Schiffer, Eric Schmieder, Roland E. Wascher, Thomas C. Winklhofer-Roob, Brigitte M. Zimmerli, Lukas U. Zürbig, Petra Snell-Bergeon, Janet K. PLoS One Research Article BACKGROUND: The pathogenesis of diabetes mellitus (DM) is variable, comprising different inflammatory and immune responses. Proteome analysis holds the promise of delivering insight into the pathophysiological changes associated with diabetes. Recently, we identified and validated urinary proteomics biomarkers for diabetes. Based on these initial findings, we aimed to further validate urinary proteomics biomarkers specific for diabetes in general, and particularity associated with either type 1 (T1D) or type 2 diabetes (T2D). METHODOLOGY/PRINCIPAL FINDINGS: Therefore, the low-molecular-weight urinary proteome of 902 subjects from 10 different centers, 315 controls and 587 patients with T1D (n = 299) or T2D (n = 288), was analyzed using capillary-electrophoresis mass-spectrometry. The 261 urinary biomarkers (100 were sequenced) previously discovered in 205 subjects were validated in an additional 697 subjects to distinguish DM subjects (n = 382) from control subjects (n = 315) with 94% (95% CI: 92–95) accuracy in this study. To identify biomarkers that differentiate T1D from T2D, a subset of normoalbuminuric patients with T1D (n = 68) and T2D (n = 42) was employed, enabling identification of 131 biomarker candidates (40 were sequenced) differentially regulated between T1D and T2D. These biomarkers distinguished T1D from T2D in an independent validation set of normoalbuminuric patients (n = 108) with 88% (95% CI: 81–94%) accuracy, and in patients with impaired renal function (n = 369) with 85% (95% CI: 81–88%) accuracy. Specific collagen fragments were associated with diabetes and type of diabetes indicating changes in collagen turnover and extracellular matrix as one hallmark of the molecular pathophysiology of diabetes. Additional biomarkers including inflammatory processes and pro-thrombotic alterations were observed. CONCLUSIONS/SIGNIFICANCE: These findings, based on the largest proteomic study performed to date on subjects with DM, validate the previously described biomarkers for DM, and pinpoint differences in the urinary proteome of T1D and T2D, indicating significant differences in extracellular matrix remodeling. Public Library of Science 2010-09-28 /pmc/articles/PMC2946909/ /pubmed/20927192 http://dx.doi.org/10.1371/journal.pone.0013051 Text en Maahs et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Maahs, David M.
Siwy, Justyna
Argilés, Àngel
Cerna, Marie
Delles, Christian
Dominiczak, Anna F.
Gayrard, Nathalie
Iphöfer, Alexander
Jänsch, Lothar
Jerums, George
Medek, Karel
Mischak, Harald
Navis, Gerjan J.
Roob, Johannes M.
Rossing, Kasper
Rossing, Peter
Rychlík, Ivan
Schiffer, Eric
Schmieder, Roland E.
Wascher, Thomas C.
Winklhofer-Roob, Brigitte M.
Zimmerli, Lukas U.
Zürbig, Petra
Snell-Bergeon, Janet K.
Urinary Collagen Fragments Are Significantly Altered in Diabetes: A Link to Pathophysiology
title Urinary Collagen Fragments Are Significantly Altered in Diabetes: A Link to Pathophysiology
title_full Urinary Collagen Fragments Are Significantly Altered in Diabetes: A Link to Pathophysiology
title_fullStr Urinary Collagen Fragments Are Significantly Altered in Diabetes: A Link to Pathophysiology
title_full_unstemmed Urinary Collagen Fragments Are Significantly Altered in Diabetes: A Link to Pathophysiology
title_short Urinary Collagen Fragments Are Significantly Altered in Diabetes: A Link to Pathophysiology
title_sort urinary collagen fragments are significantly altered in diabetes: a link to pathophysiology
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2946909/
https://www.ncbi.nlm.nih.gov/pubmed/20927192
http://dx.doi.org/10.1371/journal.pone.0013051
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