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Predictive value of the APACHE II score in cardiogenic shock patients treated with a percutaneous left ventricular assist device
BACKGROUND: The APACHE II score assesses patient prognosis in intensive care units. Different disease entities are predictable by using a specific factor called Diagnostic Category Weight (DCW). We aimed to validate the prognostic value of the APACHE II score in patients treated with a percutaneous...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971639/ https://www.ncbi.nlm.nih.gov/pubmed/35372664 http://dx.doi.org/10.1016/j.ijcha.2022.101013 |
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author | Mierke, Johannes Nowack, Thomas Loehn, Tobias Kluge, Franziska Poege, Frederike Speiser, Uwe Woitek, Felix Mangner, Norman Ibrahim, Karim Linke, Axel Pfluecke, Christian |
author_facet | Mierke, Johannes Nowack, Thomas Loehn, Tobias Kluge, Franziska Poege, Frederike Speiser, Uwe Woitek, Felix Mangner, Norman Ibrahim, Karim Linke, Axel Pfluecke, Christian |
author_sort | Mierke, Johannes |
collection | PubMed |
description | BACKGROUND: The APACHE II score assesses patient prognosis in intensive care units. Different disease entities are predictable by using a specific factor called Diagnostic Category Weight (DCW). We aimed to validate the prognostic value of the APACHE II score in patients treated with a percutaneous left ventricular assist device because of refractory cardiogenic shock (CS). METHODS: From the Dresden Impella Registry, we analyzed 180 patients receiving an Impella CP®. The main outcome was the observed intrahospital mortality ([Formula: see text]), which was compared to the predicted mortality estimated by the APACHE II score. RESULTS: The APACHE II score, which was 33.5 ± 0.6, significantly overestimated intrahospital mortality ([Formula: see text] 54.4 ± 3.7% vs. APACHE II 74.6 ± 1.6%; p < 0.001). Nevertheless, the APACHE II score showed an acceptable accuracy to predict intrahospital mortality (ROC AUC 0.70; 95% CI 0.62–0.78). Thus, we adapted the formula for calculation of predicted mortality by adjusting DCW. The total registry cohort was randomly divided into derivation group for calculation of adjusted DCW and validation group for testing. Intrahospital mortality was much more precisely predicted using the adjusted DCW compared to the conventional DCW (difference of predicted and observed mortality: –4.7 ± 2.4% vs. –23.2 ± 2.3%; p < 0.001). The new calculated DCW was −1.183 for the total cohort. CONCLUSION: The APACHE II score has an acceptable accuracy for the prediction of intrahospital mortality but overestimates its total amount in CS patients. Adjustment of the DCW can lead to a much more precise prediction of prognosis. |
format | Online Article Text |
id | pubmed-8971639 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-89716392022-04-02 Predictive value of the APACHE II score in cardiogenic shock patients treated with a percutaneous left ventricular assist device Mierke, Johannes Nowack, Thomas Loehn, Tobias Kluge, Franziska Poege, Frederike Speiser, Uwe Woitek, Felix Mangner, Norman Ibrahim, Karim Linke, Axel Pfluecke, Christian Int J Cardiol Heart Vasc Original Paper BACKGROUND: The APACHE II score assesses patient prognosis in intensive care units. Different disease entities are predictable by using a specific factor called Diagnostic Category Weight (DCW). We aimed to validate the prognostic value of the APACHE II score in patients treated with a percutaneous left ventricular assist device because of refractory cardiogenic shock (CS). METHODS: From the Dresden Impella Registry, we analyzed 180 patients receiving an Impella CP®. The main outcome was the observed intrahospital mortality ([Formula: see text]), which was compared to the predicted mortality estimated by the APACHE II score. RESULTS: The APACHE II score, which was 33.5 ± 0.6, significantly overestimated intrahospital mortality ([Formula: see text] 54.4 ± 3.7% vs. APACHE II 74.6 ± 1.6%; p < 0.001). Nevertheless, the APACHE II score showed an acceptable accuracy to predict intrahospital mortality (ROC AUC 0.70; 95% CI 0.62–0.78). Thus, we adapted the formula for calculation of predicted mortality by adjusting DCW. The total registry cohort was randomly divided into derivation group for calculation of adjusted DCW and validation group for testing. Intrahospital mortality was much more precisely predicted using the adjusted DCW compared to the conventional DCW (difference of predicted and observed mortality: –4.7 ± 2.4% vs. –23.2 ± 2.3%; p < 0.001). The new calculated DCW was −1.183 for the total cohort. CONCLUSION: The APACHE II score has an acceptable accuracy for the prediction of intrahospital mortality but overestimates its total amount in CS patients. Adjustment of the DCW can lead to a much more precise prediction of prognosis. Elsevier 2022-03-30 /pmc/articles/PMC8971639/ /pubmed/35372664 http://dx.doi.org/10.1016/j.ijcha.2022.101013 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Paper Mierke, Johannes Nowack, Thomas Loehn, Tobias Kluge, Franziska Poege, Frederike Speiser, Uwe Woitek, Felix Mangner, Norman Ibrahim, Karim Linke, Axel Pfluecke, Christian Predictive value of the APACHE II score in cardiogenic shock patients treated with a percutaneous left ventricular assist device |
title | Predictive value of the APACHE II score in cardiogenic shock patients treated with a percutaneous left ventricular assist device |
title_full | Predictive value of the APACHE II score in cardiogenic shock patients treated with a percutaneous left ventricular assist device |
title_fullStr | Predictive value of the APACHE II score in cardiogenic shock patients treated with a percutaneous left ventricular assist device |
title_full_unstemmed | Predictive value of the APACHE II score in cardiogenic shock patients treated with a percutaneous left ventricular assist device |
title_short | Predictive value of the APACHE II score in cardiogenic shock patients treated with a percutaneous left ventricular assist device |
title_sort | predictive value of the apache ii score in cardiogenic shock patients treated with a percutaneous left ventricular assist device |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971639/ https://www.ncbi.nlm.nih.gov/pubmed/35372664 http://dx.doi.org/10.1016/j.ijcha.2022.101013 |
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