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Histological Criteria for Encapsulating Peritoneal Sclerosis – A Standardized Approach

BACKGROUND: The two most relevant pathologies of long-term peritoneal dialysis (PD) are simple sclerosis and encapsulating peritoneal sclerosis (EPS). The histological differentiation of those two entities is difficult. The Aim of the study was to establish a method to standardize and facilitate the...

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Autores principales: Braun, Niko, Fritz, Peter, Ulmer, Christoph, Latus, Joerg, Kimmel, Martin, Biegger, Dagmar, Ott, German, Reimold, Fabian, Thon, Klaus-Peter, Dippon, Juergen, Segerer, Stephan, Alscher, M. Dominik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3492493/
https://www.ncbi.nlm.nih.gov/pubmed/23144917
http://dx.doi.org/10.1371/journal.pone.0048647
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author Braun, Niko
Fritz, Peter
Ulmer, Christoph
Latus, Joerg
Kimmel, Martin
Biegger, Dagmar
Ott, German
Reimold, Fabian
Thon, Klaus-Peter
Dippon, Juergen
Segerer, Stephan
Alscher, M. Dominik
author_facet Braun, Niko
Fritz, Peter
Ulmer, Christoph
Latus, Joerg
Kimmel, Martin
Biegger, Dagmar
Ott, German
Reimold, Fabian
Thon, Klaus-Peter
Dippon, Juergen
Segerer, Stephan
Alscher, M. Dominik
author_sort Braun, Niko
collection PubMed
description BACKGROUND: The two most relevant pathologies of long-term peritoneal dialysis (PD) are simple sclerosis and encapsulating peritoneal sclerosis (EPS). The histological differentiation of those two entities is difficult. The Aim of the study was to establish a method to standardize and facilitate the differentiation between simple sclerosis and EPS METHODS: We investigated 58 peritoneal biopsies - 31 EPS patients and 27 PD patients. Two blinded investigators analyzed 20 histological characteristics in EPS and PD patients. RESULTS: The following findings were significantly more common in EPS than in patients on PD without EPS: fibroblast like cells (FLC) (p<0.0001), mesothelial denudation (p<0.0001), decreased cellularity (p = 0.008), fibrin deposits (p<0.03), Fe deposits (p = 0.05), podoplanin vascular (p<0.0001), podoplanin avascular (p<0.0001). Using all predictor variables we trained the classification method Random Forest to categorize future cases. Podoplanin vascular and avascular were taken together (p<0.0001), FLC (p<0.0001), mesothelial denudation (p = 0.0005), calcification (p = 0.0026), acellular areas (p = 0.0094), and fibrin deposits (p = 0.0336) showed up as significantly important predictor variables. Estimated misclassification error rate when classifying new cases turned out to be 14%. CONCLUSION: The introduced statistical method allows discriminating between simple sclerosis and EPS. The misclassification error will likely improve with every new case added to the database.
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spelling pubmed-34924932012-11-09 Histological Criteria for Encapsulating Peritoneal Sclerosis – A Standardized Approach Braun, Niko Fritz, Peter Ulmer, Christoph Latus, Joerg Kimmel, Martin Biegger, Dagmar Ott, German Reimold, Fabian Thon, Klaus-Peter Dippon, Juergen Segerer, Stephan Alscher, M. Dominik PLoS One Research Article BACKGROUND: The two most relevant pathologies of long-term peritoneal dialysis (PD) are simple sclerosis and encapsulating peritoneal sclerosis (EPS). The histological differentiation of those two entities is difficult. The Aim of the study was to establish a method to standardize and facilitate the differentiation between simple sclerosis and EPS METHODS: We investigated 58 peritoneal biopsies - 31 EPS patients and 27 PD patients. Two blinded investigators analyzed 20 histological characteristics in EPS and PD patients. RESULTS: The following findings were significantly more common in EPS than in patients on PD without EPS: fibroblast like cells (FLC) (p<0.0001), mesothelial denudation (p<0.0001), decreased cellularity (p = 0.008), fibrin deposits (p<0.03), Fe deposits (p = 0.05), podoplanin vascular (p<0.0001), podoplanin avascular (p<0.0001). Using all predictor variables we trained the classification method Random Forest to categorize future cases. Podoplanin vascular and avascular were taken together (p<0.0001), FLC (p<0.0001), mesothelial denudation (p = 0.0005), calcification (p = 0.0026), acellular areas (p = 0.0094), and fibrin deposits (p = 0.0336) showed up as significantly important predictor variables. Estimated misclassification error rate when classifying new cases turned out to be 14%. CONCLUSION: The introduced statistical method allows discriminating between simple sclerosis and EPS. The misclassification error will likely improve with every new case added to the database. Public Library of Science 2012-11-07 /pmc/articles/PMC3492493/ /pubmed/23144917 http://dx.doi.org/10.1371/journal.pone.0048647 Text en © 2012 Braun 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
Braun, Niko
Fritz, Peter
Ulmer, Christoph
Latus, Joerg
Kimmel, Martin
Biegger, Dagmar
Ott, German
Reimold, Fabian
Thon, Klaus-Peter
Dippon, Juergen
Segerer, Stephan
Alscher, M. Dominik
Histological Criteria for Encapsulating Peritoneal Sclerosis – A Standardized Approach
title Histological Criteria for Encapsulating Peritoneal Sclerosis – A Standardized Approach
title_full Histological Criteria for Encapsulating Peritoneal Sclerosis – A Standardized Approach
title_fullStr Histological Criteria for Encapsulating Peritoneal Sclerosis – A Standardized Approach
title_full_unstemmed Histological Criteria for Encapsulating Peritoneal Sclerosis – A Standardized Approach
title_short Histological Criteria for Encapsulating Peritoneal Sclerosis – A Standardized Approach
title_sort histological criteria for encapsulating peritoneal sclerosis – a standardized approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3492493/
https://www.ncbi.nlm.nih.gov/pubmed/23144917
http://dx.doi.org/10.1371/journal.pone.0048647
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