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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...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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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. |
format | Online Article Text |
id | pubmed-3492493 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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