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Cumulative Prognostic Score Predicting Mortality in Patients Older Than 80 Years Admitted to the ICU
OBJECTIVES: To develop a scoring system model that predicts mortality within 30 days of admission of patients older than 80 years admitted to intensive care units (ICUs). DESIGN: Prospective cohort study. SETTING: A total of 306 ICUs from 24 European countries. PARTICIPANTS: Older adults admitted to...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6850576/ https://www.ncbi.nlm.nih.gov/pubmed/30977911 http://dx.doi.org/10.1111/jgs.15888 |
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author | de Lange, Dylan W. Brinkman, Sylvia Flaatten, Hans Boumendil, Ariane Morandi, Alessandro Andersen, Finn H. Artigas, Antonio Bertolini, Guido Cecconi, Maurizio Christensen, Steffen Faraldi, Loredana Fjølner, Jesper Jung, Christian Marsh, Brian Moreno, Rui Oeyen, Sandra Öhman, Christina Agvald Bollen Pinto, Bernardo de Smet, Anne Marie G.A. Soliman, Ivo W. Szczeklik, Wojciech Valentin, Andreas Watson, Ximena Zafeiridis, Tilemachos Guidet, Bertrand |
author_facet | de Lange, Dylan W. Brinkman, Sylvia Flaatten, Hans Boumendil, Ariane Morandi, Alessandro Andersen, Finn H. Artigas, Antonio Bertolini, Guido Cecconi, Maurizio Christensen, Steffen Faraldi, Loredana Fjølner, Jesper Jung, Christian Marsh, Brian Moreno, Rui Oeyen, Sandra Öhman, Christina Agvald Bollen Pinto, Bernardo de Smet, Anne Marie G.A. Soliman, Ivo W. Szczeklik, Wojciech Valentin, Andreas Watson, Ximena Zafeiridis, Tilemachos Guidet, Bertrand |
author_sort | de Lange, Dylan W. |
collection | PubMed |
description | OBJECTIVES: To develop a scoring system model that predicts mortality within 30 days of admission of patients older than 80 years admitted to intensive care units (ICUs). DESIGN: Prospective cohort study. SETTING: A total of 306 ICUs from 24 European countries. PARTICIPANTS: Older adults admitted to European ICUs (N = 3730; median age = 84 years [interquartile range = 81‐87 y]; 51.8% male). MEASUREMENTS: Overall, 24 variables available during ICU admission were included as potential predictive variables. Multivariable logistic regression was used to identify independent predictors of 30‐day mortality. Model sensitivity, specificity, and accuracy were evaluated with receiver operating characteristic curves. RESULTS: The 30‐day‐mortality was 1562 (41.9%). In multivariable analysis, these variables were selected as independent predictors of mortality: age, sex, ICU admission diagnosis, Clinical Frailty Scale, Sequential Organ Failure Score, invasive mechanical ventilation, and renal replacement therapy. The discrimination, accuracy, and calibration of the model were good: the area under the curve for a score of 10 or higher was .80, and the Brier score was .18. At a cut point of 10 or higher (75% of all patients), the model predicts 30‐day mortality in 91.1% of all patients who die. CONCLUSION: A predictive model of cumulative events predicts 30‐day mortality in patients older than 80 years admitted to ICUs. Future studies should include other potential predictor variables including functional status, presence of advance care plans, and assessment of each patient's decision‐making capacity. |
format | Online Article Text |
id | pubmed-6850576 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-68505762019-11-18 Cumulative Prognostic Score Predicting Mortality in Patients Older Than 80 Years Admitted to the ICU de Lange, Dylan W. Brinkman, Sylvia Flaatten, Hans Boumendil, Ariane Morandi, Alessandro Andersen, Finn H. Artigas, Antonio Bertolini, Guido Cecconi, Maurizio Christensen, Steffen Faraldi, Loredana Fjølner, Jesper Jung, Christian Marsh, Brian Moreno, Rui Oeyen, Sandra Öhman, Christina Agvald Bollen Pinto, Bernardo de Smet, Anne Marie G.A. Soliman, Ivo W. Szczeklik, Wojciech Valentin, Andreas Watson, Ximena Zafeiridis, Tilemachos Guidet, Bertrand J Am Geriatr Soc Brief Reports OBJECTIVES: To develop a scoring system model that predicts mortality within 30 days of admission of patients older than 80 years admitted to intensive care units (ICUs). DESIGN: Prospective cohort study. SETTING: A total of 306 ICUs from 24 European countries. PARTICIPANTS: Older adults admitted to European ICUs (N = 3730; median age = 84 years [interquartile range = 81‐87 y]; 51.8% male). MEASUREMENTS: Overall, 24 variables available during ICU admission were included as potential predictive variables. Multivariable logistic regression was used to identify independent predictors of 30‐day mortality. Model sensitivity, specificity, and accuracy were evaluated with receiver operating characteristic curves. RESULTS: The 30‐day‐mortality was 1562 (41.9%). In multivariable analysis, these variables were selected as independent predictors of mortality: age, sex, ICU admission diagnosis, Clinical Frailty Scale, Sequential Organ Failure Score, invasive mechanical ventilation, and renal replacement therapy. The discrimination, accuracy, and calibration of the model were good: the area under the curve for a score of 10 or higher was .80, and the Brier score was .18. At a cut point of 10 or higher (75% of all patients), the model predicts 30‐day mortality in 91.1% of all patients who die. CONCLUSION: A predictive model of cumulative events predicts 30‐day mortality in patients older than 80 years admitted to ICUs. Future studies should include other potential predictor variables including functional status, presence of advance care plans, and assessment of each patient's decision‐making capacity. John Wiley & Sons, Inc. 2019-04-12 2019-06 /pmc/articles/PMC6850576/ /pubmed/30977911 http://dx.doi.org/10.1111/jgs.15888 Text en © 2019 The Authors. Journal of the American Geriatrics Society published by Wiley Periodicals, Inc. on behalf of The American Geriatrics Society. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Brief Reports de Lange, Dylan W. Brinkman, Sylvia Flaatten, Hans Boumendil, Ariane Morandi, Alessandro Andersen, Finn H. Artigas, Antonio Bertolini, Guido Cecconi, Maurizio Christensen, Steffen Faraldi, Loredana Fjølner, Jesper Jung, Christian Marsh, Brian Moreno, Rui Oeyen, Sandra Öhman, Christina Agvald Bollen Pinto, Bernardo de Smet, Anne Marie G.A. Soliman, Ivo W. Szczeklik, Wojciech Valentin, Andreas Watson, Ximena Zafeiridis, Tilemachos Guidet, Bertrand Cumulative Prognostic Score Predicting Mortality in Patients Older Than 80 Years Admitted to the ICU |
title | Cumulative Prognostic Score Predicting Mortality in Patients Older Than 80 Years Admitted to the ICU |
title_full | Cumulative Prognostic Score Predicting Mortality in Patients Older Than 80 Years Admitted to the ICU |
title_fullStr | Cumulative Prognostic Score Predicting Mortality in Patients Older Than 80 Years Admitted to the ICU |
title_full_unstemmed | Cumulative Prognostic Score Predicting Mortality in Patients Older Than 80 Years Admitted to the ICU |
title_short | Cumulative Prognostic Score Predicting Mortality in Patients Older Than 80 Years Admitted to the ICU |
title_sort | cumulative prognostic score predicting mortality in patients older than 80 years admitted to the icu |
topic | Brief Reports |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6850576/ https://www.ncbi.nlm.nih.gov/pubmed/30977911 http://dx.doi.org/10.1111/jgs.15888 |
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