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Comparison of score-based prediction of 90-day mortality after liver resection
BACKGROUND: Indications for liver surgery are expanding fast and complexity of procedures increases. Preoperative mortality risk assessment by scoring systems is debatable. A previously published externally validated Mortality Risk Score allowed easy applicable and precise prediction of postoperativ...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6990529/ https://www.ncbi.nlm.nih.gov/pubmed/31996202 http://dx.doi.org/10.1186/s12893-020-0678-2 |
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author | Knoblich, Tanja Hinz, Ulf Stravodimos, Christos Schön, Michael R. Mehrabi, Arianeb Büchler, Markus W. Hoffmann, Katrin |
author_facet | Knoblich, Tanja Hinz, Ulf Stravodimos, Christos Schön, Michael R. Mehrabi, Arianeb Büchler, Markus W. Hoffmann, Katrin |
author_sort | Knoblich, Tanja |
collection | PubMed |
description | BACKGROUND: Indications for liver surgery are expanding fast and complexity of procedures increases. Preoperative mortality risk assessment by scoring systems is debatable. A previously published externally validated Mortality Risk Score allowed easy applicable and precise prediction of postoperative mortality. Aim of the study was to compare the performance of the Mortality Risk Score with the standard scores MELD and P-POSSUM. METHODS: Data of 529 patients undergoing liver resection were analysed. Mortality Risk Score, the labMELD Score and the P-POSSUM Scores (PS, OS, P-POSSUM mortality %) were calculated. The ROC curves of the three scoring systems were computed and the areas under the curve (C-index) were calculated using logistic regression models. Comparisons between the ROC curves were performed using the corresponding Wald tests. RESULTS: Internal validation confirmed that the risk model was predictive for a 90-day mortality rate with a C-index of 0.8421. The labMELD Score had a C-index of 0.7352 and the P-POSSUM system 0.6795 (PS 0.6953, OS 0.5413). The 90-day mortality rate increased with increasing labMELD values (p < 0.0001). Categorized according to the Mortality Risk Score Groups the labMELD Score showed a linear increase while the POSSUM Scores showed variable results. CONCLUSIONS: By accurately predicting the risk of postoperative mortality after liver surgery the Mortality Risk Score should be useful at the selection stage. Prediction can be adjusted by use of the well-established labMELD Score. In contrast, the performance of standard P-POSSUM Scores is limited. |
format | Online Article Text |
id | pubmed-6990529 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-69905292020-02-03 Comparison of score-based prediction of 90-day mortality after liver resection Knoblich, Tanja Hinz, Ulf Stravodimos, Christos Schön, Michael R. Mehrabi, Arianeb Büchler, Markus W. Hoffmann, Katrin BMC Surg Research Article BACKGROUND: Indications for liver surgery are expanding fast and complexity of procedures increases. Preoperative mortality risk assessment by scoring systems is debatable. A previously published externally validated Mortality Risk Score allowed easy applicable and precise prediction of postoperative mortality. Aim of the study was to compare the performance of the Mortality Risk Score with the standard scores MELD and P-POSSUM. METHODS: Data of 529 patients undergoing liver resection were analysed. Mortality Risk Score, the labMELD Score and the P-POSSUM Scores (PS, OS, P-POSSUM mortality %) were calculated. The ROC curves of the three scoring systems were computed and the areas under the curve (C-index) were calculated using logistic regression models. Comparisons between the ROC curves were performed using the corresponding Wald tests. RESULTS: Internal validation confirmed that the risk model was predictive for a 90-day mortality rate with a C-index of 0.8421. The labMELD Score had a C-index of 0.7352 and the P-POSSUM system 0.6795 (PS 0.6953, OS 0.5413). The 90-day mortality rate increased with increasing labMELD values (p < 0.0001). Categorized according to the Mortality Risk Score Groups the labMELD Score showed a linear increase while the POSSUM Scores showed variable results. CONCLUSIONS: By accurately predicting the risk of postoperative mortality after liver surgery the Mortality Risk Score should be useful at the selection stage. Prediction can be adjusted by use of the well-established labMELD Score. In contrast, the performance of standard P-POSSUM Scores is limited. BioMed Central 2020-01-29 /pmc/articles/PMC6990529/ /pubmed/31996202 http://dx.doi.org/10.1186/s12893-020-0678-2 Text en © The Author(s). 2020 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Knoblich, Tanja Hinz, Ulf Stravodimos, Christos Schön, Michael R. Mehrabi, Arianeb Büchler, Markus W. Hoffmann, Katrin Comparison of score-based prediction of 90-day mortality after liver resection |
title | Comparison of score-based prediction of 90-day mortality after liver resection |
title_full | Comparison of score-based prediction of 90-day mortality after liver resection |
title_fullStr | Comparison of score-based prediction of 90-day mortality after liver resection |
title_full_unstemmed | Comparison of score-based prediction of 90-day mortality after liver resection |
title_short | Comparison of score-based prediction of 90-day mortality after liver resection |
title_sort | comparison of score-based prediction of 90-day mortality after liver resection |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6990529/ https://www.ncbi.nlm.nih.gov/pubmed/31996202 http://dx.doi.org/10.1186/s12893-020-0678-2 |
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