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Validation of Prognostic Scores in Extracorporeal Life Support: A Multi-Centric Retrospective Study
Multiple prognostic scores have been developed for both veno-arterial (VA) and veno-venous (VV) extracorporeal membrane oxygenation (ECMO), mostly in single-center cohorts. The aim of this study was to compare and validate different prediction scores in a large multicenter ECMO-population. Methods:...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7912316/ https://www.ncbi.nlm.nih.gov/pubmed/33498825 http://dx.doi.org/10.3390/membranes11020084 |
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author | Fisser, Christoph Rincon-Gutierrez, Luis Alberto Enger, Tone Bull Taccone, Fabio Silvio Broman, Lars Mikael Belliato, Mirko Nobile, Leda Pappalardo, Federico Malfertheiner, Maximilian V. |
author_facet | Fisser, Christoph Rincon-Gutierrez, Luis Alberto Enger, Tone Bull Taccone, Fabio Silvio Broman, Lars Mikael Belliato, Mirko Nobile, Leda Pappalardo, Federico Malfertheiner, Maximilian V. |
author_sort | Fisser, Christoph |
collection | PubMed |
description | Multiple prognostic scores have been developed for both veno-arterial (VA) and veno-venous (VV) extracorporeal membrane oxygenation (ECMO), mostly in single-center cohorts. The aim of this study was to compare and validate different prediction scores in a large multicenter ECMO-population. Methods: Data from five ECMO centers included 300 patients on VA and 329 on VV ECMO support (March 2008 to November 2016). Different prognostic scores were compared between survivors and non-survivors: APACHE II, SOFA, SAPS II in all patients; SAVE, modified SAVE and MELD-XI in VA ECMO; RESP, PRESET, ROCH and PRESERVE in VV ECMO. Model performance was compared using receiver-operating-curve analysis and assessment of model calibration. Survival was assessed at intensive care unit discharge. Results: The main indication for VA ECMO was cardiogenic shock; overall survival was 51%. ICU survivors had higher Glasgow Coma Scale scores and pH, required cardiopulmonary resuscitation (CPR) less frequently, had lower lactate levels and shorter ventilation time pre-ECMO at baseline. The best discrimination between survivors and non-survivors was observed with the SAPS II score (area under the curve [AUC] of 0.73 (95% CI 0.67–0.78)). The main indication for VV ECMO was pneumonia; overall survival was 60%. Lower PaCO(2), higher pH, lower lactate and lesser need for CPR were observed among survivors. The best discrimination between survivors and non-survivors was observed with the PRESET score (AUC 0.66 (95% CI 0.60–0.72)). Conclusion: The prognostic performance of most scores was moderate in ECMO patients. The use of such scores to decide about ECMO implementation in potential candidates should be discouraged. |
format | Online Article Text |
id | pubmed-7912316 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79123162021-02-28 Validation of Prognostic Scores in Extracorporeal Life Support: A Multi-Centric Retrospective Study Fisser, Christoph Rincon-Gutierrez, Luis Alberto Enger, Tone Bull Taccone, Fabio Silvio Broman, Lars Mikael Belliato, Mirko Nobile, Leda Pappalardo, Federico Malfertheiner, Maximilian V. Membranes (Basel) Article Multiple prognostic scores have been developed for both veno-arterial (VA) and veno-venous (VV) extracorporeal membrane oxygenation (ECMO), mostly in single-center cohorts. The aim of this study was to compare and validate different prediction scores in a large multicenter ECMO-population. Methods: Data from five ECMO centers included 300 patients on VA and 329 on VV ECMO support (March 2008 to November 2016). Different prognostic scores were compared between survivors and non-survivors: APACHE II, SOFA, SAPS II in all patients; SAVE, modified SAVE and MELD-XI in VA ECMO; RESP, PRESET, ROCH and PRESERVE in VV ECMO. Model performance was compared using receiver-operating-curve analysis and assessment of model calibration. Survival was assessed at intensive care unit discharge. Results: The main indication for VA ECMO was cardiogenic shock; overall survival was 51%. ICU survivors had higher Glasgow Coma Scale scores and pH, required cardiopulmonary resuscitation (CPR) less frequently, had lower lactate levels and shorter ventilation time pre-ECMO at baseline. The best discrimination between survivors and non-survivors was observed with the SAPS II score (area under the curve [AUC] of 0.73 (95% CI 0.67–0.78)). The main indication for VV ECMO was pneumonia; overall survival was 60%. Lower PaCO(2), higher pH, lower lactate and lesser need for CPR were observed among survivors. The best discrimination between survivors and non-survivors was observed with the PRESET score (AUC 0.66 (95% CI 0.60–0.72)). Conclusion: The prognostic performance of most scores was moderate in ECMO patients. The use of such scores to decide about ECMO implementation in potential candidates should be discouraged. MDPI 2021-01-24 /pmc/articles/PMC7912316/ /pubmed/33498825 http://dx.doi.org/10.3390/membranes11020084 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Fisser, Christoph Rincon-Gutierrez, Luis Alberto Enger, Tone Bull Taccone, Fabio Silvio Broman, Lars Mikael Belliato, Mirko Nobile, Leda Pappalardo, Federico Malfertheiner, Maximilian V. Validation of Prognostic Scores in Extracorporeal Life Support: A Multi-Centric Retrospective Study |
title | Validation of Prognostic Scores in Extracorporeal Life Support: A Multi-Centric Retrospective Study |
title_full | Validation of Prognostic Scores in Extracorporeal Life Support: A Multi-Centric Retrospective Study |
title_fullStr | Validation of Prognostic Scores in Extracorporeal Life Support: A Multi-Centric Retrospective Study |
title_full_unstemmed | Validation of Prognostic Scores in Extracorporeal Life Support: A Multi-Centric Retrospective Study |
title_short | Validation of Prognostic Scores in Extracorporeal Life Support: A Multi-Centric Retrospective Study |
title_sort | validation of prognostic scores in extracorporeal life support: a multi-centric retrospective study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7912316/ https://www.ncbi.nlm.nih.gov/pubmed/33498825 http://dx.doi.org/10.3390/membranes11020084 |
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