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Internal and External Validation of a multivariable Model to Define Hospital-Acquired Pneumonia After Esophagectomy
BACKGROUND: Pneumonia is an important complication following esophagectomy; however, a wide range of pneumonia incidence is reported. The lack of one generally accepted definition prevents valid inter-study comparisons. We aimed to simplify and validate an existing scoring model to define pneumonia...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4803824/ https://www.ncbi.nlm.nih.gov/pubmed/26883435 http://dx.doi.org/10.1007/s11605-016-3083-5 |
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author | Weijs, Teus J. Seesing, Maarten F. J. van Rossum, Peter S. N. Koëter, Marijn van der Sluis, Pieter C. Luyer, Misha D. P. Ruurda, Jelle P. Nieuwenhuijzen, Grard A. P. van Hillegersberg, Richard |
author_facet | Weijs, Teus J. Seesing, Maarten F. J. van Rossum, Peter S. N. Koëter, Marijn van der Sluis, Pieter C. Luyer, Misha D. P. Ruurda, Jelle P. Nieuwenhuijzen, Grard A. P. van Hillegersberg, Richard |
author_sort | Weijs, Teus J. |
collection | PubMed |
description | BACKGROUND: Pneumonia is an important complication following esophagectomy; however, a wide range of pneumonia incidence is reported. The lack of one generally accepted definition prevents valid inter-study comparisons. We aimed to simplify and validate an existing scoring model to define pneumonia following esophagectomy. PATIENTS AND METHODS: The Utrecht Pneumonia Score, comprising of pulmonary radiography findings, leucocyte count, and temperature, was simplified and internally validated using bootstrapping in the dataset (n = 185) in which it was developed. Subsequently, the intercept and (shrunk) coefficients of the developed multivariable logistic regression model were applied to an external dataset (n = 201) RESULTS: In the revised Uniform Pneumonia Score, points are assigned based on the temperature, the leucocyte, and the findings of pulmonary radiography. The model discrimination was excellent in the internal validation set and in the external validation set (C-statistics 0.93 and 0.91, respectively); furthermore, the model calibrated well in both cohorts. CONCLUSION: The revised Uniform Pneumonia Score (rUPS) can serve as a means to define post-esophagectomy pneumonia. Utilization of a uniform definition for pneumonia will improve inter-study comparability and improve the evaluations of new therapeutic strategies to reduce the pneumonia incidence. |
format | Online Article Text |
id | pubmed-4803824 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-48038242016-04-09 Internal and External Validation of a multivariable Model to Define Hospital-Acquired Pneumonia After Esophagectomy Weijs, Teus J. Seesing, Maarten F. J. van Rossum, Peter S. N. Koëter, Marijn van der Sluis, Pieter C. Luyer, Misha D. P. Ruurda, Jelle P. Nieuwenhuijzen, Grard A. P. van Hillegersberg, Richard J Gastrointest Surg Original Article BACKGROUND: Pneumonia is an important complication following esophagectomy; however, a wide range of pneumonia incidence is reported. The lack of one generally accepted definition prevents valid inter-study comparisons. We aimed to simplify and validate an existing scoring model to define pneumonia following esophagectomy. PATIENTS AND METHODS: The Utrecht Pneumonia Score, comprising of pulmonary radiography findings, leucocyte count, and temperature, was simplified and internally validated using bootstrapping in the dataset (n = 185) in which it was developed. Subsequently, the intercept and (shrunk) coefficients of the developed multivariable logistic regression model were applied to an external dataset (n = 201) RESULTS: In the revised Uniform Pneumonia Score, points are assigned based on the temperature, the leucocyte, and the findings of pulmonary radiography. The model discrimination was excellent in the internal validation set and in the external validation set (C-statistics 0.93 and 0.91, respectively); furthermore, the model calibrated well in both cohorts. CONCLUSION: The revised Uniform Pneumonia Score (rUPS) can serve as a means to define post-esophagectomy pneumonia. Utilization of a uniform definition for pneumonia will improve inter-study comparability and improve the evaluations of new therapeutic strategies to reduce the pneumonia incidence. Springer US 2016-02-16 2016 /pmc/articles/PMC4803824/ /pubmed/26883435 http://dx.doi.org/10.1007/s11605-016-3083-5 Text en © The Author(s) 2016 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. |
spellingShingle | Original Article Weijs, Teus J. Seesing, Maarten F. J. van Rossum, Peter S. N. Koëter, Marijn van der Sluis, Pieter C. Luyer, Misha D. P. Ruurda, Jelle P. Nieuwenhuijzen, Grard A. P. van Hillegersberg, Richard Internal and External Validation of a multivariable Model to Define Hospital-Acquired Pneumonia After Esophagectomy |
title | Internal and External Validation of a multivariable Model to Define Hospital-Acquired Pneumonia After Esophagectomy |
title_full | Internal and External Validation of a multivariable Model to Define Hospital-Acquired Pneumonia After Esophagectomy |
title_fullStr | Internal and External Validation of a multivariable Model to Define Hospital-Acquired Pneumonia After Esophagectomy |
title_full_unstemmed | Internal and External Validation of a multivariable Model to Define Hospital-Acquired Pneumonia After Esophagectomy |
title_short | Internal and External Validation of a multivariable Model to Define Hospital-Acquired Pneumonia After Esophagectomy |
title_sort | internal and external validation of a multivariable model to define hospital-acquired pneumonia after esophagectomy |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4803824/ https://www.ncbi.nlm.nih.gov/pubmed/26883435 http://dx.doi.org/10.1007/s11605-016-3083-5 |
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