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Association between urinary biomarkers MMP-7/TIMP-2 and reduced renal function in children with ureteropelvic junction obstruction
IMPORTANCE: Extracellular matrix proteins and enzymes involved in degradation have been found to be associated with tissue fibrosis and ureteropelvic junction obstruction (UPJO). In this study we developed a promising urinary biomarker model which can identify reduced renal function in UPJ obstructi...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9282603/ https://www.ncbi.nlm.nih.gov/pubmed/35834547 http://dx.doi.org/10.1371/journal.pone.0270018 |
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author | Wang, Hsin-Hsiao S. Cho, Patricia S. Zhi, Hui Kostel, Stephen A. DiMartino, Shannon Dagher, Adelle M. Davis, Kylie H. Cabour, Lily D. Shimmel, Ashley Lee, James Froehlich, John W. Zurakowski, David Moses, Marsha A. Lee, Richard S. |
author_facet | Wang, Hsin-Hsiao S. Cho, Patricia S. Zhi, Hui Kostel, Stephen A. DiMartino, Shannon Dagher, Adelle M. Davis, Kylie H. Cabour, Lily D. Shimmel, Ashley Lee, James Froehlich, John W. Zurakowski, David Moses, Marsha A. Lee, Richard S. |
author_sort | Wang, Hsin-Hsiao S. |
collection | PubMed |
description | IMPORTANCE: Extracellular matrix proteins and enzymes involved in degradation have been found to be associated with tissue fibrosis and ureteropelvic junction obstruction (UPJO). In this study we developed a promising urinary biomarker model which can identify reduced renal function in UPJ obstruction patients. This can potentially serve as a non-invasive way to enhance surgical decision making for patients and urologists. OBJECTIVE: We sought to develop a predictive model to identify UPJO patients at risk for reduced renal function. DESIGN: Prospective cohort study SETTING: Pre-operative urine samples were collected in a prospectively enrolled UPJO biomarker registry at our institution. Urinary MMP-2, MMP-7, TIMP-2, and NGAL were measured as well as clinical characteristics including hydronephrosis grade, differential renal function, t(1/2), and UPJO etiology. PARTICIPANTS: Children who underwent pyeloplasty for UPJO MAIN OUTCOME MEASUREMENT: Primary outcome was reduced renal function defined as MAG3 function <40%. Multivariable logistic regression was applied to identify the independent predictive biomarkers in the original Training cohort. Model validation and generalizability were evaluated in a new UPJO Testing cohort. RESULTS: We included 71 patients with UPJO in the original training cohort and 39 in the validation cohort. Median age was 3.3 years (70% male). By univariate analysis, reduced renal function was associated with higher MMP-2 (p = 0.064), MMP-7 (p = 0.047), NGAL (p = 0.001), and lower TIMP-2 (p = 0.033). Combining MMP-7 with TIMP-2, the multivariable logistic regression model predicted reduced renal function with good performance (AUC = 0.830; 95% CI: 0.722–0.938). The independent testing dataset validated the results with good predictive performance (AUC = 0.738). CONCLUSIONS AND RELEVANCE: Combination of urinary MMP-7 and TIMP-2 can identify reduced renal function in UPJO patients. With the high sensitivity cutoffs, patients can be categorized into high risk (aggressive management) versus lower risk (observation). |
format | Online Article Text |
id | pubmed-9282603 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-92826032022-07-15 Association between urinary biomarkers MMP-7/TIMP-2 and reduced renal function in children with ureteropelvic junction obstruction Wang, Hsin-Hsiao S. Cho, Patricia S. Zhi, Hui Kostel, Stephen A. DiMartino, Shannon Dagher, Adelle M. Davis, Kylie H. Cabour, Lily D. Shimmel, Ashley Lee, James Froehlich, John W. Zurakowski, David Moses, Marsha A. Lee, Richard S. PLoS One Research Article IMPORTANCE: Extracellular matrix proteins and enzymes involved in degradation have been found to be associated with tissue fibrosis and ureteropelvic junction obstruction (UPJO). In this study we developed a promising urinary biomarker model which can identify reduced renal function in UPJ obstruction patients. This can potentially serve as a non-invasive way to enhance surgical decision making for patients and urologists. OBJECTIVE: We sought to develop a predictive model to identify UPJO patients at risk for reduced renal function. DESIGN: Prospective cohort study SETTING: Pre-operative urine samples were collected in a prospectively enrolled UPJO biomarker registry at our institution. Urinary MMP-2, MMP-7, TIMP-2, and NGAL were measured as well as clinical characteristics including hydronephrosis grade, differential renal function, t(1/2), and UPJO etiology. PARTICIPANTS: Children who underwent pyeloplasty for UPJO MAIN OUTCOME MEASUREMENT: Primary outcome was reduced renal function defined as MAG3 function <40%. Multivariable logistic regression was applied to identify the independent predictive biomarkers in the original Training cohort. Model validation and generalizability were evaluated in a new UPJO Testing cohort. RESULTS: We included 71 patients with UPJO in the original training cohort and 39 in the validation cohort. Median age was 3.3 years (70% male). By univariate analysis, reduced renal function was associated with higher MMP-2 (p = 0.064), MMP-7 (p = 0.047), NGAL (p = 0.001), and lower TIMP-2 (p = 0.033). Combining MMP-7 with TIMP-2, the multivariable logistic regression model predicted reduced renal function with good performance (AUC = 0.830; 95% CI: 0.722–0.938). The independent testing dataset validated the results with good predictive performance (AUC = 0.738). CONCLUSIONS AND RELEVANCE: Combination of urinary MMP-7 and TIMP-2 can identify reduced renal function in UPJO patients. With the high sensitivity cutoffs, patients can be categorized into high risk (aggressive management) versus lower risk (observation). Public Library of Science 2022-07-14 /pmc/articles/PMC9282603/ /pubmed/35834547 http://dx.doi.org/10.1371/journal.pone.0270018 Text en © 2022 Wang et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Wang, Hsin-Hsiao S. Cho, Patricia S. Zhi, Hui Kostel, Stephen A. DiMartino, Shannon Dagher, Adelle M. Davis, Kylie H. Cabour, Lily D. Shimmel, Ashley Lee, James Froehlich, John W. Zurakowski, David Moses, Marsha A. Lee, Richard S. Association between urinary biomarkers MMP-7/TIMP-2 and reduced renal function in children with ureteropelvic junction obstruction |
title | Association between urinary biomarkers MMP-7/TIMP-2 and reduced renal function in children with ureteropelvic junction obstruction |
title_full | Association between urinary biomarkers MMP-7/TIMP-2 and reduced renal function in children with ureteropelvic junction obstruction |
title_fullStr | Association between urinary biomarkers MMP-7/TIMP-2 and reduced renal function in children with ureteropelvic junction obstruction |
title_full_unstemmed | Association between urinary biomarkers MMP-7/TIMP-2 and reduced renal function in children with ureteropelvic junction obstruction |
title_short | Association between urinary biomarkers MMP-7/TIMP-2 and reduced renal function in children with ureteropelvic junction obstruction |
title_sort | association between urinary biomarkers mmp-7/timp-2 and reduced renal function in children with ureteropelvic junction obstruction |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9282603/ https://www.ncbi.nlm.nih.gov/pubmed/35834547 http://dx.doi.org/10.1371/journal.pone.0270018 |
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