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Urinary Peptide Profiling to Differentiate between Minimal Change Disease and Focal Segmental Glomerulosclerosis

BACKGROUND: Minimal change disease (MCD) and primary focal segmental glomerulosclerosis (FSGS) are the main causes of primary idiopathic nephrotic syndrome in children and adults, with diagnosis being essential for the appropriate choice of therapy and requiring renal biopsy. However, the presence o...

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Autores principales: Pérez, Vanessa, Ibernón, Meritxell, López, Dolores, Pastor, María Cruz, Navarro, Maruja, Navarro-Muñoz, Maribel, Bonet, Josep, Romero, Ramón
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3907468/
https://www.ncbi.nlm.nih.gov/pubmed/24498182
http://dx.doi.org/10.1371/journal.pone.0087731
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author Pérez, Vanessa
Ibernón, Meritxell
López, Dolores
Pastor, María Cruz
Navarro, Maruja
Navarro-Muñoz, Maribel
Bonet, Josep
Romero, Ramón
author_facet Pérez, Vanessa
Ibernón, Meritxell
López, Dolores
Pastor, María Cruz
Navarro, Maruja
Navarro-Muñoz, Maribel
Bonet, Josep
Romero, Ramón
author_sort Pérez, Vanessa
collection PubMed
description BACKGROUND: Minimal change disease (MCD) and primary focal segmental glomerulosclerosis (FSGS) are the main causes of primary idiopathic nephrotic syndrome in children and adults, with diagnosis being essential for the appropriate choice of therapy and requiring renal biopsy. However, the presence of only normal glomeruli on renal biopsy of FSGS patients may lead to the misclassification of these patients as having MCD. The aim of this study was to (i) compare the peptide profile of MCD and FSGS patients with that of a group of healthy subjects, (ii) generate and validate a class prediction model to classify MCD and FSGS patients and (ii) identify candidate biomarkers of these glomerular entities by analysis of the urinary peptidome. METHODS: The urinary peptide profile was analyzed by magnetic bead-based technology combined with MALDI-TOF mass spectrometry in 44 patients diagnosed of MCD (n = 22) and FSGS (n = 22). The resulting spectra were compiled and analyzed using ClinProTools software. RESULTS: A class prediction model was developed to differentiate MCD and FSGS patients. The validation of this model correctly classified 81.8% (9/11) of MCD patients and 72.7% (8/11) of FSGS patients. Moreover, the signal with m/z 1913.60, identified as a fragment of uromodulin, and the signal with m/z 2392.54, identified as a fragment of alpha-1-antitrypsin, showed higher and lower peak areas, respectively, in FSGS patients compared with MCD patients. CONCLUSIONS: The simple, non-invasive technique described in the present study may be a useful tool to help clinicians by confirming diagnoses achieved by renal biopsy, thereby reducing misdiagnoses and avoiding the implementation of inappropriate therapies.
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spelling pubmed-39074682014-02-04 Urinary Peptide Profiling to Differentiate between Minimal Change Disease and Focal Segmental Glomerulosclerosis Pérez, Vanessa Ibernón, Meritxell López, Dolores Pastor, María Cruz Navarro, Maruja Navarro-Muñoz, Maribel Bonet, Josep Romero, Ramón PLoS One Research Article BACKGROUND: Minimal change disease (MCD) and primary focal segmental glomerulosclerosis (FSGS) are the main causes of primary idiopathic nephrotic syndrome in children and adults, with diagnosis being essential for the appropriate choice of therapy and requiring renal biopsy. However, the presence of only normal glomeruli on renal biopsy of FSGS patients may lead to the misclassification of these patients as having MCD. The aim of this study was to (i) compare the peptide profile of MCD and FSGS patients with that of a group of healthy subjects, (ii) generate and validate a class prediction model to classify MCD and FSGS patients and (ii) identify candidate biomarkers of these glomerular entities by analysis of the urinary peptidome. METHODS: The urinary peptide profile was analyzed by magnetic bead-based technology combined with MALDI-TOF mass spectrometry in 44 patients diagnosed of MCD (n = 22) and FSGS (n = 22). The resulting spectra were compiled and analyzed using ClinProTools software. RESULTS: A class prediction model was developed to differentiate MCD and FSGS patients. The validation of this model correctly classified 81.8% (9/11) of MCD patients and 72.7% (8/11) of FSGS patients. Moreover, the signal with m/z 1913.60, identified as a fragment of uromodulin, and the signal with m/z 2392.54, identified as a fragment of alpha-1-antitrypsin, showed higher and lower peak areas, respectively, in FSGS patients compared with MCD patients. CONCLUSIONS: The simple, non-invasive technique described in the present study may be a useful tool to help clinicians by confirming diagnoses achieved by renal biopsy, thereby reducing misdiagnoses and avoiding the implementation of inappropriate therapies. Public Library of Science 2014-01-30 /pmc/articles/PMC3907468/ /pubmed/24498182 http://dx.doi.org/10.1371/journal.pone.0087731 Text en © 2014 Pérez 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
Pérez, Vanessa
Ibernón, Meritxell
López, Dolores
Pastor, María Cruz
Navarro, Maruja
Navarro-Muñoz, Maribel
Bonet, Josep
Romero, Ramón
Urinary Peptide Profiling to Differentiate between Minimal Change Disease and Focal Segmental Glomerulosclerosis
title Urinary Peptide Profiling to Differentiate between Minimal Change Disease and Focal Segmental Glomerulosclerosis
title_full Urinary Peptide Profiling to Differentiate between Minimal Change Disease and Focal Segmental Glomerulosclerosis
title_fullStr Urinary Peptide Profiling to Differentiate between Minimal Change Disease and Focal Segmental Glomerulosclerosis
title_full_unstemmed Urinary Peptide Profiling to Differentiate between Minimal Change Disease and Focal Segmental Glomerulosclerosis
title_short Urinary Peptide Profiling to Differentiate between Minimal Change Disease and Focal Segmental Glomerulosclerosis
title_sort urinary peptide profiling to differentiate between minimal change disease and focal segmental glomerulosclerosis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3907468/
https://www.ncbi.nlm.nih.gov/pubmed/24498182
http://dx.doi.org/10.1371/journal.pone.0087731
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