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Routine Adoption of TIMP2 and IGFBP7 Biomarkers in Cardiac Surgery for Early Identification of Acute Kidney Injury
BACKGROUND AND PURPOSE: Acute Kidney Injury (AKI) is a severe complication affecting many hospitalized patients after cardiac surgery, with negative impacts on short- and long-term clinical outcomes and on healthcare costs. Recently, clinical interest has been aimed at defining and classifying AKI,...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6154726/ https://www.ncbi.nlm.nih.gov/pubmed/29148021 http://dx.doi.org/10.5301/ijao.5000661 |
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author | Levante, Chiara Ferrari, Fiorenza Manenti, Chiara Husain-Syed, Faeq Scarpa, Marta Danesi, Tommaso Hinna De Cal, Massimo Corradi, Valentina Virzì, Grazia M. Brendolan, Alessandra Nalesso, Federico Bezerra, Pércia Lopez-Giacoman, Salvador Samoni, Sara Senzolo, Mara Giavarina, Davide Salvador, Loris Bonato, Raffaele De Rosa, Silvia Rettore, Enrico Ronco, Claudio |
author_facet | Levante, Chiara Ferrari, Fiorenza Manenti, Chiara Husain-Syed, Faeq Scarpa, Marta Danesi, Tommaso Hinna De Cal, Massimo Corradi, Valentina Virzì, Grazia M. Brendolan, Alessandra Nalesso, Federico Bezerra, Pércia Lopez-Giacoman, Salvador Samoni, Sara Senzolo, Mara Giavarina, Davide Salvador, Loris Bonato, Raffaele De Rosa, Silvia Rettore, Enrico Ronco, Claudio |
author_sort | Levante, Chiara |
collection | PubMed |
description | BACKGROUND AND PURPOSE: Acute Kidney Injury (AKI) is a severe complication affecting many hospitalized patients after cardiac surgery, with negative impacts on short- and long-term clinical outcomes and on healthcare costs. Recently, clinical interest has been aimed at defining and classifying AKI, identifying risk factors and developing diagnostic strategies to identify patients at risk early on. Achieving an early and accurate diagnosis of AKI is a crucial issue, because prevention and timely detection may help to prevent negative clinical outcomes and avoid AKI-associated costs. In this retrospective study, we evaluate the NephroCheck Test as a diagnostic tool for early detection of AKI in a high-risk population of patients undergoing cardiac surgery at the San Bortolo Hospital of Vicenza. METHODS: We assessed the ability of the NephroCheck Test to predict the probability of developing CSA-AKI (cardiac surgery-associated AKI) and evaluated its accuracy as a diagnostic test, by building a multivariate logistic regression model for CSA-AKI prediction. RESULTS: Based on our findings, when the results of the NephroCheck Test are included in a multivariate model its performance is substantially improved, as compared to the benchmark model, which only accounts for the other clinical factors. We also define a rule – in terms of a probability cut-off – for discriminating cases that are at higher risk of developing AKI of any stage versus those in which AKI is less likely. CONCLUSIONS: Our study has implications in clinical practice: when a Nephrocheck Test result is >0.3 ng/dL, an automated electronic alert prompts the physician to intervene by following a checklist of preventive measures. |
format | Online Article Text |
id | pubmed-6154726 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-61547262018-10-11 Routine Adoption of TIMP2 and IGFBP7 Biomarkers in Cardiac Surgery for Early Identification of Acute Kidney Injury Levante, Chiara Ferrari, Fiorenza Manenti, Chiara Husain-Syed, Faeq Scarpa, Marta Danesi, Tommaso Hinna De Cal, Massimo Corradi, Valentina Virzì, Grazia M. Brendolan, Alessandra Nalesso, Federico Bezerra, Pércia Lopez-Giacoman, Salvador Samoni, Sara Senzolo, Mara Giavarina, Davide Salvador, Loris Bonato, Raffaele De Rosa, Silvia Rettore, Enrico Ronco, Claudio Int J Artif Organs Clinical Trial Protocol BACKGROUND AND PURPOSE: Acute Kidney Injury (AKI) is a severe complication affecting many hospitalized patients after cardiac surgery, with negative impacts on short- and long-term clinical outcomes and on healthcare costs. Recently, clinical interest has been aimed at defining and classifying AKI, identifying risk factors and developing diagnostic strategies to identify patients at risk early on. Achieving an early and accurate diagnosis of AKI is a crucial issue, because prevention and timely detection may help to prevent negative clinical outcomes and avoid AKI-associated costs. In this retrospective study, we evaluate the NephroCheck Test as a diagnostic tool for early detection of AKI in a high-risk population of patients undergoing cardiac surgery at the San Bortolo Hospital of Vicenza. METHODS: We assessed the ability of the NephroCheck Test to predict the probability of developing CSA-AKI (cardiac surgery-associated AKI) and evaluated its accuracy as a diagnostic test, by building a multivariate logistic regression model for CSA-AKI prediction. RESULTS: Based on our findings, when the results of the NephroCheck Test are included in a multivariate model its performance is substantially improved, as compared to the benchmark model, which only accounts for the other clinical factors. We also define a rule – in terms of a probability cut-off – for discriminating cases that are at higher risk of developing AKI of any stage versus those in which AKI is less likely. CONCLUSIONS: Our study has implications in clinical practice: when a Nephrocheck Test result is >0.3 ng/dL, an automated electronic alert prompts the physician to intervene by following a checklist of preventive measures. SAGE Publications 2018-01-10 2017-12 /pmc/articles/PMC6154726/ /pubmed/29148021 http://dx.doi.org/10.5301/ijao.5000661 Text en © 2017 SAGE Publications http://www.creativecommons.org/licenses/by-nc-nd/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 License (http://www.creativecommons.org/licenses/by-nc-nd/4.0/) which permits non-commercial use, reproduction and distribution of the work as published without adaptation or alteration, without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Clinical Trial Protocol Levante, Chiara Ferrari, Fiorenza Manenti, Chiara Husain-Syed, Faeq Scarpa, Marta Danesi, Tommaso Hinna De Cal, Massimo Corradi, Valentina Virzì, Grazia M. Brendolan, Alessandra Nalesso, Federico Bezerra, Pércia Lopez-Giacoman, Salvador Samoni, Sara Senzolo, Mara Giavarina, Davide Salvador, Loris Bonato, Raffaele De Rosa, Silvia Rettore, Enrico Ronco, Claudio Routine Adoption of TIMP2 and IGFBP7 Biomarkers in Cardiac Surgery for Early Identification of Acute Kidney Injury |
title | Routine Adoption of TIMP2 and IGFBP7 Biomarkers in Cardiac Surgery for Early Identification of Acute Kidney Injury |
title_full | Routine Adoption of TIMP2 and IGFBP7 Biomarkers in Cardiac Surgery for Early Identification of Acute Kidney Injury |
title_fullStr | Routine Adoption of TIMP2 and IGFBP7 Biomarkers in Cardiac Surgery for Early Identification of Acute Kidney Injury |
title_full_unstemmed | Routine Adoption of TIMP2 and IGFBP7 Biomarkers in Cardiac Surgery for Early Identification of Acute Kidney Injury |
title_short | Routine Adoption of TIMP2 and IGFBP7 Biomarkers in Cardiac Surgery for Early Identification of Acute Kidney Injury |
title_sort | routine adoption of timp2 and igfbp7 biomarkers in cardiac surgery for early identification of acute kidney injury |
topic | Clinical Trial Protocol |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6154726/ https://www.ncbi.nlm.nih.gov/pubmed/29148021 http://dx.doi.org/10.5301/ijao.5000661 |
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