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External validation of risk prediction scores in patients undergoing anatomic video-assisted thoracoscopic resection
BACKGROUND: EuroLung Risk scores were established to predict postoperative morbidity and mortality in patients undergoing anatomic lung resections. We aimed to perform an external validation of the EuroLung scores, which were calculated from data of the European Society of Thoracic Surgeons database...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081977/ https://www.ncbi.nlm.nih.gov/pubmed/36477642 http://dx.doi.org/10.1007/s00464-022-09786-7 |
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author | Ponholzer, Florian Chorazy, Karol Ng, Caecilia Kocher, Florian Maier, Herbert Lucciarini, Paolo Öfner, Dietmar Augustin, Florian |
author_facet | Ponholzer, Florian Chorazy, Karol Ng, Caecilia Kocher, Florian Maier, Herbert Lucciarini, Paolo Öfner, Dietmar Augustin, Florian |
author_sort | Ponholzer, Florian |
collection | PubMed |
description | BACKGROUND: EuroLung Risk scores were established to predict postoperative morbidity and mortality in patients undergoing anatomic lung resections. We aimed to perform an external validation of the EuroLung scores, which were calculated from data of the European Society of Thoracic Surgeons database, in our video-assisted thoracoscopic surgery cohort. METHODS: All available EuroLung scores were calculated for 718 patients scheduled for anatomic video-assisted thoracoscopic surgery resections between 2009 and 2019. Morbidity and mortality according to the definitions of the EuroLung scores were analyzed in a prospectively maintained database. RESULTS: Overall observed complication rate was 10.45%. Scores showed weak individual correlation (η = 0.155–0.174). The EuroLung1 app score showed the biggest area under the receiver operative characteristic (ROC) curve with 0.660. Binary logistic regression analysis showed that predicted postoperative forced expiratory volume in 1 s was associated with increased complications in both EuroLung1 and parsimonious EuroLung1 scores. Thirty-day mortality was 0.7% (predicted 1.10–1.40%) and was associated with predicted postoperative forced expiratory volume in 1 s for both EuroLung2 and parsimonious EuroLung2 scores. The EuroLung2 (2016) showed the biggest area under the ROC curve with 0.673. Only a very weak eta correlation between predicted and observed mortality was found for both aggregate EuroLung2, EuroLung2 (2016), EuroLung2 (2019), and parsimonious EuroLung2 (2016) (η = 0.025/0.015/0.011/0.009). CONCLUSION: EuroLung scores help to estimate postoperative morbidity. However, even with the highest aggregate EuroLung scores possible only 50% suffer from postoperative morbidity. Although calibration of the scores was acceptable, discrimination between predicted and observed events was poor. Therefore, individual correlation between predicted and observed events is weak. Therefore, EuroLung scores may be best used to compare institutional quality of care to the European Society of Thoracic Surgeons database but should not be used to preclude patients from surgical treatment. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00464-022-09786-7. |
format | Online Article Text |
id | pubmed-10081977 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-100819772023-04-09 External validation of risk prediction scores in patients undergoing anatomic video-assisted thoracoscopic resection Ponholzer, Florian Chorazy, Karol Ng, Caecilia Kocher, Florian Maier, Herbert Lucciarini, Paolo Öfner, Dietmar Augustin, Florian Surg Endosc Article BACKGROUND: EuroLung Risk scores were established to predict postoperative morbidity and mortality in patients undergoing anatomic lung resections. We aimed to perform an external validation of the EuroLung scores, which were calculated from data of the European Society of Thoracic Surgeons database, in our video-assisted thoracoscopic surgery cohort. METHODS: All available EuroLung scores were calculated for 718 patients scheduled for anatomic video-assisted thoracoscopic surgery resections between 2009 and 2019. Morbidity and mortality according to the definitions of the EuroLung scores were analyzed in a prospectively maintained database. RESULTS: Overall observed complication rate was 10.45%. Scores showed weak individual correlation (η = 0.155–0.174). The EuroLung1 app score showed the biggest area under the receiver operative characteristic (ROC) curve with 0.660. Binary logistic regression analysis showed that predicted postoperative forced expiratory volume in 1 s was associated with increased complications in both EuroLung1 and parsimonious EuroLung1 scores. Thirty-day mortality was 0.7% (predicted 1.10–1.40%) and was associated with predicted postoperative forced expiratory volume in 1 s for both EuroLung2 and parsimonious EuroLung2 scores. The EuroLung2 (2016) showed the biggest area under the ROC curve with 0.673. Only a very weak eta correlation between predicted and observed mortality was found for both aggregate EuroLung2, EuroLung2 (2016), EuroLung2 (2019), and parsimonious EuroLung2 (2016) (η = 0.025/0.015/0.011/0.009). CONCLUSION: EuroLung scores help to estimate postoperative morbidity. However, even with the highest aggregate EuroLung scores possible only 50% suffer from postoperative morbidity. Although calibration of the scores was acceptable, discrimination between predicted and observed events was poor. Therefore, individual correlation between predicted and observed events is weak. Therefore, EuroLung scores may be best used to compare institutional quality of care to the European Society of Thoracic Surgeons database but should not be used to preclude patients from surgical treatment. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00464-022-09786-7. Springer US 2022-12-07 2023 /pmc/articles/PMC10081977/ /pubmed/36477642 http://dx.doi.org/10.1007/s00464-022-09786-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Ponholzer, Florian Chorazy, Karol Ng, Caecilia Kocher, Florian Maier, Herbert Lucciarini, Paolo Öfner, Dietmar Augustin, Florian External validation of risk prediction scores in patients undergoing anatomic video-assisted thoracoscopic resection |
title | External validation of risk prediction scores in patients undergoing anatomic video-assisted thoracoscopic resection |
title_full | External validation of risk prediction scores in patients undergoing anatomic video-assisted thoracoscopic resection |
title_fullStr | External validation of risk prediction scores in patients undergoing anatomic video-assisted thoracoscopic resection |
title_full_unstemmed | External validation of risk prediction scores in patients undergoing anatomic video-assisted thoracoscopic resection |
title_short | External validation of risk prediction scores in patients undergoing anatomic video-assisted thoracoscopic resection |
title_sort | external validation of risk prediction scores in patients undergoing anatomic video-assisted thoracoscopic resection |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10081977/ https://www.ncbi.nlm.nih.gov/pubmed/36477642 http://dx.doi.org/10.1007/s00464-022-09786-7 |
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