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Urine Proteome Analysis May Allow Noninvasive Differential Diagnosis of Diabetic Nephropathy

OBJECTIVE: Chronic renal insufficiency and/or proteinuria in type 2 diabetes may stem from chronic renal diseases (CKD) other than classic diabetic nephropathy in more than one-third of patients. We interrogated urine proteomic profiles generated by surface-enhanced laser desorption/ionization-time...

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Autores principales: Papale, Massimo, Di Paolo, Salvatore, Magistroni, Riccardo, Lamacchia, Olga, Di Palma, Anna Maria, De Mattia, Angela, Teresa Rocchetti, Maria, Furci, Luciana, Pasquali, Sonia, De Cosmo, Salvatore, Cignarelli, Mauro, Gesualdo, Loreto
Formato: Texto
Lenguaje:English
Publicado: American Diabetes Association 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2963504/
https://www.ncbi.nlm.nih.gov/pubmed/20671095
http://dx.doi.org/10.2337/dc10-0345
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author Papale, Massimo
Di Paolo, Salvatore
Magistroni, Riccardo
Lamacchia, Olga
Di Palma, Anna Maria
De Mattia, Angela
Teresa Rocchetti, Maria
Furci, Luciana
Pasquali, Sonia
De Cosmo, Salvatore
Cignarelli, Mauro
Gesualdo, Loreto
author_facet Papale, Massimo
Di Paolo, Salvatore
Magistroni, Riccardo
Lamacchia, Olga
Di Palma, Anna Maria
De Mattia, Angela
Teresa Rocchetti, Maria
Furci, Luciana
Pasquali, Sonia
De Cosmo, Salvatore
Cignarelli, Mauro
Gesualdo, Loreto
author_sort Papale, Massimo
collection PubMed
description OBJECTIVE: Chronic renal insufficiency and/or proteinuria in type 2 diabetes may stem from chronic renal diseases (CKD) other than classic diabetic nephropathy in more than one-third of patients. We interrogated urine proteomic profiles generated by surface-enhanced laser desorption/ionization-time of flight/mass spectrometry with the aim of isolating a set of biomarkers able to reliably identify biopsy-proven diabetic nephropathy and to establish a stringent correlation with the different patterns of renal injury. RESEARCH DESIGN AND METHODS: Ten micrograms of urine proteins from 190 subjects (20 healthy subjects, 20 normoalbuminuric, and 18 microalbuminuric diabetic patients and 132 patients with biopsy-proven nephropathy: 65 diabetic nephropathy, 10 diabetic with nondiabetic CKD [nd-CKD], and 57 nondiabetic with CKD) were run using a CM10 ProteinChip array and analyzed by supervised learning methods (Classification and Regression Tree analysis). RESULTS: The classification model correctly identified 75% of patients with normoalbuminuria, 87.5% of those with microalbuminuria, and 87.5% of those with diabetic nephropathy when applied to a blinded testing set. Most importantly, it was able to reliably differentiate diabetic nephropathy from nd-CKD in both diabetic and nondiabetic patients. Among the best predictors of the classification model, we identified and validated two proteins, ubiquitin and β(2)-microglobulin. CONCLUSIONS: Our data suggest the presence of a specific urine proteomic signature able to reliably identify type 2 diabetic patients with diabetic glomerulosclerosis.
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spelling pubmed-29635042011-11-01 Urine Proteome Analysis May Allow Noninvasive Differential Diagnosis of Diabetic Nephropathy Papale, Massimo Di Paolo, Salvatore Magistroni, Riccardo Lamacchia, Olga Di Palma, Anna Maria De Mattia, Angela Teresa Rocchetti, Maria Furci, Luciana Pasquali, Sonia De Cosmo, Salvatore Cignarelli, Mauro Gesualdo, Loreto Diabetes Care Original Research OBJECTIVE: Chronic renal insufficiency and/or proteinuria in type 2 diabetes may stem from chronic renal diseases (CKD) other than classic diabetic nephropathy in more than one-third of patients. We interrogated urine proteomic profiles generated by surface-enhanced laser desorption/ionization-time of flight/mass spectrometry with the aim of isolating a set of biomarkers able to reliably identify biopsy-proven diabetic nephropathy and to establish a stringent correlation with the different patterns of renal injury. RESEARCH DESIGN AND METHODS: Ten micrograms of urine proteins from 190 subjects (20 healthy subjects, 20 normoalbuminuric, and 18 microalbuminuric diabetic patients and 132 patients with biopsy-proven nephropathy: 65 diabetic nephropathy, 10 diabetic with nondiabetic CKD [nd-CKD], and 57 nondiabetic with CKD) were run using a CM10 ProteinChip array and analyzed by supervised learning methods (Classification and Regression Tree analysis). RESULTS: The classification model correctly identified 75% of patients with normoalbuminuria, 87.5% of those with microalbuminuria, and 87.5% of those with diabetic nephropathy when applied to a blinded testing set. Most importantly, it was able to reliably differentiate diabetic nephropathy from nd-CKD in both diabetic and nondiabetic patients. Among the best predictors of the classification model, we identified and validated two proteins, ubiquitin and β(2)-microglobulin. CONCLUSIONS: Our data suggest the presence of a specific urine proteomic signature able to reliably identify type 2 diabetic patients with diabetic glomerulosclerosis. American Diabetes Association 2010-11 2010-07-29 /pmc/articles/PMC2963504/ /pubmed/20671095 http://dx.doi.org/10.2337/dc10-0345 Text en © 2010 by the American Diabetes Association. https://creativecommons.org/licenses/by-nc-nd/3.0/Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. See http://creativecommons.org/licenses/by-nc-nd/3.0/ (https://creativecommons.org/licenses/by-nc-nd/3.0/) for details.
spellingShingle Original Research
Papale, Massimo
Di Paolo, Salvatore
Magistroni, Riccardo
Lamacchia, Olga
Di Palma, Anna Maria
De Mattia, Angela
Teresa Rocchetti, Maria
Furci, Luciana
Pasquali, Sonia
De Cosmo, Salvatore
Cignarelli, Mauro
Gesualdo, Loreto
Urine Proteome Analysis May Allow Noninvasive Differential Diagnosis of Diabetic Nephropathy
title Urine Proteome Analysis May Allow Noninvasive Differential Diagnosis of Diabetic Nephropathy
title_full Urine Proteome Analysis May Allow Noninvasive Differential Diagnosis of Diabetic Nephropathy
title_fullStr Urine Proteome Analysis May Allow Noninvasive Differential Diagnosis of Diabetic Nephropathy
title_full_unstemmed Urine Proteome Analysis May Allow Noninvasive Differential Diagnosis of Diabetic Nephropathy
title_short Urine Proteome Analysis May Allow Noninvasive Differential Diagnosis of Diabetic Nephropathy
title_sort urine proteome analysis may allow noninvasive differential diagnosis of diabetic nephropathy
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2963504/
https://www.ncbi.nlm.nih.gov/pubmed/20671095
http://dx.doi.org/10.2337/dc10-0345
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