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External validation of the REMEMBER score
BACKGROUND: The use of venoarterial extracorporeal membrane oxygenation (VA-ECMO) after coronary artery bypass grafting (CABG) is associated with high in-hospital mortality rates. The pRedicting mortality in patients undergoing venoarterial Extracorporeal MEMBrane oxygenation after coronary artEry b...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10416794/ https://www.ncbi.nlm.nih.gov/pubmed/37576106 http://dx.doi.org/10.3389/fcvm.2023.1192300 |
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author | Peivandi, Armin Darius Welp, Henryk Kintrup, Sebastian Wagner, Nana Maria Dell’Aquila, Angelo Maria |
author_facet | Peivandi, Armin Darius Welp, Henryk Kintrup, Sebastian Wagner, Nana Maria Dell’Aquila, Angelo Maria |
author_sort | Peivandi, Armin Darius |
collection | PubMed |
description | BACKGROUND: The use of venoarterial extracorporeal membrane oxygenation (VA-ECMO) after coronary artery bypass grafting (CABG) is associated with high in-hospital mortality rates. The pRedicting mortality in patients undergoing venoarterial Extracorporeal MEMBrane oxygenation after coronary artEry bypass gRafting (REMEMBER) score has been created to predict in-hospital mortality in this subgroup of patients. The aim of this study is to externally validate the REMEMBER score. METHODS: All CABG patients who received VA-ECMO during or after the operation at our center between 01/2012 and 12/2021 were included in the analysis. Discrimination was assessed using concordance statistics, visualized by ROC curve analysis. Calibration-in-the-large and Calibration slope were tested separately. RESULTS: A total of 107 patients (male: n = 78, 72.9%) were included in this study. The in-hospital mortality rate in our cohort was 45.8% compared with 55% in the original study. The REMEMBER score median predicted mortality rate was 52% (76.9–36%). However, the REMEMBER score showed low discriminative ability [AUC: 0.623 (p = 0.0244; 95% CI = 0.524–0.715)] and inaccurate calibration (intercept = 0.25074; p = 0.0195; slope = 0.39504; p = 0.0303), indicating poor performance. CONCLUSIONS: The REMEMBER score did not predict in-hospital mortality and was therefore not applicable in our cohort of patients. Additional external validation studies in a multicenter setting are therefore advisable. |
format | Online Article Text |
id | pubmed-10416794 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104167942023-08-12 External validation of the REMEMBER score Peivandi, Armin Darius Welp, Henryk Kintrup, Sebastian Wagner, Nana Maria Dell’Aquila, Angelo Maria Front Cardiovasc Med Cardiovascular Medicine BACKGROUND: The use of venoarterial extracorporeal membrane oxygenation (VA-ECMO) after coronary artery bypass grafting (CABG) is associated with high in-hospital mortality rates. The pRedicting mortality in patients undergoing venoarterial Extracorporeal MEMBrane oxygenation after coronary artEry bypass gRafting (REMEMBER) score has been created to predict in-hospital mortality in this subgroup of patients. The aim of this study is to externally validate the REMEMBER score. METHODS: All CABG patients who received VA-ECMO during or after the operation at our center between 01/2012 and 12/2021 were included in the analysis. Discrimination was assessed using concordance statistics, visualized by ROC curve analysis. Calibration-in-the-large and Calibration slope were tested separately. RESULTS: A total of 107 patients (male: n = 78, 72.9%) were included in this study. The in-hospital mortality rate in our cohort was 45.8% compared with 55% in the original study. The REMEMBER score median predicted mortality rate was 52% (76.9–36%). However, the REMEMBER score showed low discriminative ability [AUC: 0.623 (p = 0.0244; 95% CI = 0.524–0.715)] and inaccurate calibration (intercept = 0.25074; p = 0.0195; slope = 0.39504; p = 0.0303), indicating poor performance. CONCLUSIONS: The REMEMBER score did not predict in-hospital mortality and was therefore not applicable in our cohort of patients. Additional external validation studies in a multicenter setting are therefore advisable. Frontiers Media S.A. 2023-07-28 /pmc/articles/PMC10416794/ /pubmed/37576106 http://dx.doi.org/10.3389/fcvm.2023.1192300 Text en © 2023 Peivandi, Welp, Kintrup, Wagner and Dell'aquila. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) (https://creativecommons.org/licenses/by/4.0/) . The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cardiovascular Medicine Peivandi, Armin Darius Welp, Henryk Kintrup, Sebastian Wagner, Nana Maria Dell’Aquila, Angelo Maria External validation of the REMEMBER score |
title | External validation of the REMEMBER score |
title_full | External validation of the REMEMBER score |
title_fullStr | External validation of the REMEMBER score |
title_full_unstemmed | External validation of the REMEMBER score |
title_short | External validation of the REMEMBER score |
title_sort | external validation of the remember score |
topic | Cardiovascular Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10416794/ https://www.ncbi.nlm.nih.gov/pubmed/37576106 http://dx.doi.org/10.3389/fcvm.2023.1192300 |
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