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Validation in Indonesia of Two Published Scores for Mortality Prediction after Cardiac Surgery
INTRODUCTION: No mortality risk prediction model has previously been validated for cardiac surgery in Indonesia. This study aimed at validating the EuroSCORE II and Age Creatinine Ejection Fraction (ACEF) score as predictors for in-hospital mortality after cardiac surgery a in tertiary center, and i...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer - Medknow
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9997462/ https://www.ncbi.nlm.nih.gov/pubmed/36722584 http://dx.doi.org/10.4103/aca.aca_297_20 |
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author | Widyastuti, Yunita Boom, Cindy E. Parmana, I Made A. Kurniawaty, Juni Jufan, Akhmad Y. Hanafy, Dudy A. Videm, Vibeke |
author_facet | Widyastuti, Yunita Boom, Cindy E. Parmana, I Made A. Kurniawaty, Juni Jufan, Akhmad Y. Hanafy, Dudy A. Videm, Vibeke |
author_sort | Widyastuti, Yunita |
collection | PubMed |
description | INTRODUCTION: No mortality risk prediction model has previously been validated for cardiac surgery in Indonesia. This study aimed at validating the EuroSCORE II and Age Creatinine Ejection Fraction (ACEF) score as predictors for in-hospital mortality after cardiac surgery a in tertiary center, and if necessary, to recalibrate the EuroSCORE II model to our population. METHODS: This study was a single-center observational study from prospectively collected data on adult patients undergoing cardiac surgery from January 2006 to December 2011 (n = 1833). EuroSCORE II and ACEF scores were calculated for all patients to predict in-hospital mortality. Discrimination was assessed using the area under the curve (AUC) with a 95% confidence interval. Calibration was assessed with the Hosmer–Lemeshow test (HL test). Multivariable analysis was performed to recalibrate the EuroSCORE II; variables with P < 0.2 entered the final model. RESULTS: The in-hospital mortality rate was 3.8%, which was underestimated by the EuroSCORE II (2.1%) and the ACEF score (2.4%). EuroSCORE II (AUC 0.774 (0.714–0.834)) showed good discrimination, whereas the ACEF score (AUC 0.638 [0.561–0.718]) showed poor discrimination. The differences in AUC were significant (P = 0.002). Both scores were poorly calibrated (EuroSCORE II: HL test P < 0.001, ACEF score: HL test P < 0.001) and underestimated mortality in all risk groups. After recalibration, EuroSCORE II showed good discrimination (AUC 0.776 [0.714– 0.840]) and calibration (HL test P = 0.79). CONCLUSIONS: EuroSCORE II and the ACEF score were unsuitable for risk prediction of in-hospital mortality after cardiac surgery in our center. Following recalibration, the calibration of the EuroSCORE II was greatly improved. |
format | Online Article Text |
id | pubmed-9997462 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Wolters Kluwer - Medknow |
record_format | MEDLINE/PubMed |
spelling | pubmed-99974622023-03-10 Validation in Indonesia of Two Published Scores for Mortality Prediction after Cardiac Surgery Widyastuti, Yunita Boom, Cindy E. Parmana, I Made A. Kurniawaty, Juni Jufan, Akhmad Y. Hanafy, Dudy A. Videm, Vibeke Ann Card Anaesth Original Article INTRODUCTION: No mortality risk prediction model has previously been validated for cardiac surgery in Indonesia. This study aimed at validating the EuroSCORE II and Age Creatinine Ejection Fraction (ACEF) score as predictors for in-hospital mortality after cardiac surgery a in tertiary center, and if necessary, to recalibrate the EuroSCORE II model to our population. METHODS: This study was a single-center observational study from prospectively collected data on adult patients undergoing cardiac surgery from January 2006 to December 2011 (n = 1833). EuroSCORE II and ACEF scores were calculated for all patients to predict in-hospital mortality. Discrimination was assessed using the area under the curve (AUC) with a 95% confidence interval. Calibration was assessed with the Hosmer–Lemeshow test (HL test). Multivariable analysis was performed to recalibrate the EuroSCORE II; variables with P < 0.2 entered the final model. RESULTS: The in-hospital mortality rate was 3.8%, which was underestimated by the EuroSCORE II (2.1%) and the ACEF score (2.4%). EuroSCORE II (AUC 0.774 (0.714–0.834)) showed good discrimination, whereas the ACEF score (AUC 0.638 [0.561–0.718]) showed poor discrimination. The differences in AUC were significant (P = 0.002). Both scores were poorly calibrated (EuroSCORE II: HL test P < 0.001, ACEF score: HL test P < 0.001) and underestimated mortality in all risk groups. After recalibration, EuroSCORE II showed good discrimination (AUC 0.776 [0.714– 0.840]) and calibration (HL test P = 0.79). CONCLUSIONS: EuroSCORE II and the ACEF score were unsuitable for risk prediction of in-hospital mortality after cardiac surgery in our center. Following recalibration, the calibration of the EuroSCORE II was greatly improved. Wolters Kluwer - Medknow 2023 2023-01-03 /pmc/articles/PMC9997462/ /pubmed/36722584 http://dx.doi.org/10.4103/aca.aca_297_20 Text en Copyright: © 2023 Annals of Cardiac Anaesthesia https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms. |
spellingShingle | Original Article Widyastuti, Yunita Boom, Cindy E. Parmana, I Made A. Kurniawaty, Juni Jufan, Akhmad Y. Hanafy, Dudy A. Videm, Vibeke Validation in Indonesia of Two Published Scores for Mortality Prediction after Cardiac Surgery |
title | Validation in Indonesia of Two Published Scores for Mortality Prediction after Cardiac Surgery |
title_full | Validation in Indonesia of Two Published Scores for Mortality Prediction after Cardiac Surgery |
title_fullStr | Validation in Indonesia of Two Published Scores for Mortality Prediction after Cardiac Surgery |
title_full_unstemmed | Validation in Indonesia of Two Published Scores for Mortality Prediction after Cardiac Surgery |
title_short | Validation in Indonesia of Two Published Scores for Mortality Prediction after Cardiac Surgery |
title_sort | validation in indonesia of two published scores for mortality prediction after cardiac surgery |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9997462/ https://www.ncbi.nlm.nih.gov/pubmed/36722584 http://dx.doi.org/10.4103/aca.aca_297_20 |
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