Cargando…

A Matrix Metalloproteinase-2-Based Nomogram to Assess the Risk of Encapsulating Peritoneal Sclerosis in Peritoneal Dialysis Patients

BACKGROUND: Encapsulating peritoneal sclerosis (EPS) is a rare but serious complication of peritoneal dialysis (PD). So far, there is no biomarker-based prediction tool available for EPS. Matrix metalloproteinase-2 (MMP-2) is a protein involved in the breakdown of the extracellular matrix, and the e...

Descripción completa

Detalles Bibliográficos
Autores principales: Chou, Che-Yi, Tseng, Chin-Chung, Chen, Jin-Bor, Hung, Chin-Chuan, Huang, Chiu-Ching
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7837760/
https://www.ncbi.nlm.nih.gov/pubmed/33532492
http://dx.doi.org/10.1155/2021/6666441
_version_ 1783643015716274176
author Chou, Che-Yi
Tseng, Chin-Chung
Chen, Jin-Bor
Hung, Chin-Chuan
Huang, Chiu-Ching
author_facet Chou, Che-Yi
Tseng, Chin-Chung
Chen, Jin-Bor
Hung, Chin-Chuan
Huang, Chiu-Ching
author_sort Chou, Che-Yi
collection PubMed
description BACKGROUND: Encapsulating peritoneal sclerosis (EPS) is a rare but serious complication of peritoneal dialysis (PD). So far, there is no biomarker-based prediction tool available for EPS. Matrix metalloproteinase-2 (MMP-2) is a protein involved in the breakdown of the extracellular matrix, and the effluent MMP-2 can be a potential biomarker of EPS. This study is aimed at developing a nomogram for EPS based on effluent MMP-2 levels. Patients and Methods. We enrolled 18 EPS patients and 90 gender-matched PD patients without EPS in this cross-sectional case-controlled study. The effluent MMP-2 levels and possible risk factors for EPS were analyzed using multivariable logistic regression, and a nomogram was developed. The nomogram was validated using 200 bootstrap resamples to reduce overfit bias. RESULTS: The effluent MMP-2 levels in EPS patients were significantly higher than those in normal PD patients (p < 0.001, Manny-Whitney U test). Effluent MMP-2 levels and PD duration were independently associated with EPS risks (p < 0.001 and p = 0.001) in multivariate logistic regression. A nomogram based on MMP-2 levels and PD duration was proposed. The AUC of MMP-2 was 0.824, and the AUC of the nomogram was 0.907 (p = 0.05). CONCLUSION: A nomogram based on effluent MMP-2 levels and PD duration may predict EPS with high accuracy.
format Online
Article
Text
id pubmed-7837760
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Hindawi
record_format MEDLINE/PubMed
spelling pubmed-78377602021-02-01 A Matrix Metalloproteinase-2-Based Nomogram to Assess the Risk of Encapsulating Peritoneal Sclerosis in Peritoneal Dialysis Patients Chou, Che-Yi Tseng, Chin-Chung Chen, Jin-Bor Hung, Chin-Chuan Huang, Chiu-Ching Biomed Res Int Research Article BACKGROUND: Encapsulating peritoneal sclerosis (EPS) is a rare but serious complication of peritoneal dialysis (PD). So far, there is no biomarker-based prediction tool available for EPS. Matrix metalloproteinase-2 (MMP-2) is a protein involved in the breakdown of the extracellular matrix, and the effluent MMP-2 can be a potential biomarker of EPS. This study is aimed at developing a nomogram for EPS based on effluent MMP-2 levels. Patients and Methods. We enrolled 18 EPS patients and 90 gender-matched PD patients without EPS in this cross-sectional case-controlled study. The effluent MMP-2 levels and possible risk factors for EPS were analyzed using multivariable logistic regression, and a nomogram was developed. The nomogram was validated using 200 bootstrap resamples to reduce overfit bias. RESULTS: The effluent MMP-2 levels in EPS patients were significantly higher than those in normal PD patients (p < 0.001, Manny-Whitney U test). Effluent MMP-2 levels and PD duration were independently associated with EPS risks (p < 0.001 and p = 0.001) in multivariate logistic regression. A nomogram based on MMP-2 levels and PD duration was proposed. The AUC of MMP-2 was 0.824, and the AUC of the nomogram was 0.907 (p = 0.05). CONCLUSION: A nomogram based on effluent MMP-2 levels and PD duration may predict EPS with high accuracy. Hindawi 2021-01-18 /pmc/articles/PMC7837760/ /pubmed/33532492 http://dx.doi.org/10.1155/2021/6666441 Text en Copyright © 2021 Che-Yi Chou et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Chou, Che-Yi
Tseng, Chin-Chung
Chen, Jin-Bor
Hung, Chin-Chuan
Huang, Chiu-Ching
A Matrix Metalloproteinase-2-Based Nomogram to Assess the Risk of Encapsulating Peritoneal Sclerosis in Peritoneal Dialysis Patients
title A Matrix Metalloproteinase-2-Based Nomogram to Assess the Risk of Encapsulating Peritoneal Sclerosis in Peritoneal Dialysis Patients
title_full A Matrix Metalloproteinase-2-Based Nomogram to Assess the Risk of Encapsulating Peritoneal Sclerosis in Peritoneal Dialysis Patients
title_fullStr A Matrix Metalloproteinase-2-Based Nomogram to Assess the Risk of Encapsulating Peritoneal Sclerosis in Peritoneal Dialysis Patients
title_full_unstemmed A Matrix Metalloproteinase-2-Based Nomogram to Assess the Risk of Encapsulating Peritoneal Sclerosis in Peritoneal Dialysis Patients
title_short A Matrix Metalloproteinase-2-Based Nomogram to Assess the Risk of Encapsulating Peritoneal Sclerosis in Peritoneal Dialysis Patients
title_sort matrix metalloproteinase-2-based nomogram to assess the risk of encapsulating peritoneal sclerosis in peritoneal dialysis patients
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7837760/
https://www.ncbi.nlm.nih.gov/pubmed/33532492
http://dx.doi.org/10.1155/2021/6666441
work_keys_str_mv AT choucheyi amatrixmetalloproteinase2basednomogramtoassesstheriskofencapsulatingperitonealsclerosisinperitonealdialysispatients
AT tsengchinchung amatrixmetalloproteinase2basednomogramtoassesstheriskofencapsulatingperitonealsclerosisinperitonealdialysispatients
AT chenjinbor amatrixmetalloproteinase2basednomogramtoassesstheriskofencapsulatingperitonealsclerosisinperitonealdialysispatients
AT hungchinchuan amatrixmetalloproteinase2basednomogramtoassesstheriskofencapsulatingperitonealsclerosisinperitonealdialysispatients
AT huangchiuching amatrixmetalloproteinase2basednomogramtoassesstheriskofencapsulatingperitonealsclerosisinperitonealdialysispatients
AT choucheyi matrixmetalloproteinase2basednomogramtoassesstheriskofencapsulatingperitonealsclerosisinperitonealdialysispatients
AT tsengchinchung matrixmetalloproteinase2basednomogramtoassesstheriskofencapsulatingperitonealsclerosisinperitonealdialysispatients
AT chenjinbor matrixmetalloproteinase2basednomogramtoassesstheriskofencapsulatingperitonealsclerosisinperitonealdialysispatients
AT hungchinchuan matrixmetalloproteinase2basednomogramtoassesstheriskofencapsulatingperitonealsclerosisinperitonealdialysispatients
AT huangchiuching matrixmetalloproteinase2basednomogramtoassesstheriskofencapsulatingperitonealsclerosisinperitonealdialysispatients