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Risk factors for and prediction of post-intubation hypotension in critically ill adults: A multicenter prospective cohort study
OBJECTIVE: Hypotension following endotracheal intubation in the ICU is associated with poor outcomes. There is no formal prediction tool to help estimate the onset of this hemodynamic compromise. Our objective was to derive and validate a prediction model for immediate hypotension following endotrac...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7458292/ https://www.ncbi.nlm.nih.gov/pubmed/32866219 http://dx.doi.org/10.1371/journal.pone.0233852 |
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author | Smischney, Nathan J. Kashyap, Rahul Khanna, Ashish K. Brauer, Ernesto Morrow, Lee E. Seisa, Mohamed O. Schroeder, Darrell R. Diedrich, Daniel A. Montgomery, Ashley Franco, Pablo Moreno Ofoma, Uchenna R. Kaufman, David A. Sen, Ayan Callahan, Cynthia Venkata, Chakradhar Demiralp, Gozde Tedja, Rudy Lee, Sarah Geube, Mariya Kumar, Santhi I. Morris, Peter Bansal, Vikas Surani, Salim |
author_facet | Smischney, Nathan J. Kashyap, Rahul Khanna, Ashish K. Brauer, Ernesto Morrow, Lee E. Seisa, Mohamed O. Schroeder, Darrell R. Diedrich, Daniel A. Montgomery, Ashley Franco, Pablo Moreno Ofoma, Uchenna R. Kaufman, David A. Sen, Ayan Callahan, Cynthia Venkata, Chakradhar Demiralp, Gozde Tedja, Rudy Lee, Sarah Geube, Mariya Kumar, Santhi I. Morris, Peter Bansal, Vikas Surani, Salim |
author_sort | Smischney, Nathan J. |
collection | PubMed |
description | OBJECTIVE: Hypotension following endotracheal intubation in the ICU is associated with poor outcomes. There is no formal prediction tool to help estimate the onset of this hemodynamic compromise. Our objective was to derive and validate a prediction model for immediate hypotension following endotracheal intubation. METHODS: A multicenter, prospective, cohort study enrolling 934 adults who underwent endotracheal intubation across 16 medical/surgical ICUs in the United States from July 2015-January 2017 was conducted to derive and validate a prediction model for immediate hypotension following endotracheal intubation. We defined hypotension as: 1) mean arterial pressure <65 mmHg; 2) systolic blood pressure <80 mmHg and/or decrease in systolic blood pressure of 40% from baseline; 3) or the initiation or increase in any vasopressor in the 30 minutes following endotracheal intubation. RESULTS: Post-intubation hypotension developed in 344 (36.8%) patients. In the full cohort, 11 variables were independently associated with hypotension: increasing illness severity; increasing age; sepsis diagnosis; endotracheal intubation in the setting of cardiac arrest, mean arterial pressure <65 mmHg, and acute respiratory failure; diuretic use 24 hours preceding endotracheal intubation; decreasing systolic blood pressure from 130 mmHg; catecholamine and phenylephrine use immediately prior to endotracheal intubation; and use of etomidate during endotracheal intubation. A model excluding unstable patients’ pre-intubation (those receiving catecholamine vasopressors and/or who were intubated in the setting of cardiac arrest) was also developed and included the above variables with the exception of sepsis and etomidate. In the full cohort, the 11 variable model had a C-statistic of 0.75 (95% CI 0.72, 0.78). In the stable cohort, the 7 variable model C-statistic was 0.71 (95% CI 0.67, 0.75). In both cohorts, a clinical risk score was developed stratifying patients’ risk of hypotension. CONCLUSIONS: A novel multivariable risk score predicted post-intubation hypotension with accuracy in both unstable and stable critically ill patients. STUDY REGISTRATION: Clinicaltrials.gov identifier: NCT02508948 and Registered Report Identifier: RR2-10.2196/11101. |
format | Online Article Text |
id | pubmed-7458292 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-74582922020-09-04 Risk factors for and prediction of post-intubation hypotension in critically ill adults: A multicenter prospective cohort study Smischney, Nathan J. Kashyap, Rahul Khanna, Ashish K. Brauer, Ernesto Morrow, Lee E. Seisa, Mohamed O. Schroeder, Darrell R. Diedrich, Daniel A. Montgomery, Ashley Franco, Pablo Moreno Ofoma, Uchenna R. Kaufman, David A. Sen, Ayan Callahan, Cynthia Venkata, Chakradhar Demiralp, Gozde Tedja, Rudy Lee, Sarah Geube, Mariya Kumar, Santhi I. Morris, Peter Bansal, Vikas Surani, Salim PLoS One Research Article OBJECTIVE: Hypotension following endotracheal intubation in the ICU is associated with poor outcomes. There is no formal prediction tool to help estimate the onset of this hemodynamic compromise. Our objective was to derive and validate a prediction model for immediate hypotension following endotracheal intubation. METHODS: A multicenter, prospective, cohort study enrolling 934 adults who underwent endotracheal intubation across 16 medical/surgical ICUs in the United States from July 2015-January 2017 was conducted to derive and validate a prediction model for immediate hypotension following endotracheal intubation. We defined hypotension as: 1) mean arterial pressure <65 mmHg; 2) systolic blood pressure <80 mmHg and/or decrease in systolic blood pressure of 40% from baseline; 3) or the initiation or increase in any vasopressor in the 30 minutes following endotracheal intubation. RESULTS: Post-intubation hypotension developed in 344 (36.8%) patients. In the full cohort, 11 variables were independently associated with hypotension: increasing illness severity; increasing age; sepsis diagnosis; endotracheal intubation in the setting of cardiac arrest, mean arterial pressure <65 mmHg, and acute respiratory failure; diuretic use 24 hours preceding endotracheal intubation; decreasing systolic blood pressure from 130 mmHg; catecholamine and phenylephrine use immediately prior to endotracheal intubation; and use of etomidate during endotracheal intubation. A model excluding unstable patients’ pre-intubation (those receiving catecholamine vasopressors and/or who were intubated in the setting of cardiac arrest) was also developed and included the above variables with the exception of sepsis and etomidate. In the full cohort, the 11 variable model had a C-statistic of 0.75 (95% CI 0.72, 0.78). In the stable cohort, the 7 variable model C-statistic was 0.71 (95% CI 0.67, 0.75). In both cohorts, a clinical risk score was developed stratifying patients’ risk of hypotension. CONCLUSIONS: A novel multivariable risk score predicted post-intubation hypotension with accuracy in both unstable and stable critically ill patients. STUDY REGISTRATION: Clinicaltrials.gov identifier: NCT02508948 and Registered Report Identifier: RR2-10.2196/11101. Public Library of Science 2020-08-31 /pmc/articles/PMC7458292/ /pubmed/32866219 http://dx.doi.org/10.1371/journal.pone.0233852 Text en © 2020 Smischney et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Smischney, Nathan J. Kashyap, Rahul Khanna, Ashish K. Brauer, Ernesto Morrow, Lee E. Seisa, Mohamed O. Schroeder, Darrell R. Diedrich, Daniel A. Montgomery, Ashley Franco, Pablo Moreno Ofoma, Uchenna R. Kaufman, David A. Sen, Ayan Callahan, Cynthia Venkata, Chakradhar Demiralp, Gozde Tedja, Rudy Lee, Sarah Geube, Mariya Kumar, Santhi I. Morris, Peter Bansal, Vikas Surani, Salim Risk factors for and prediction of post-intubation hypotension in critically ill adults: A multicenter prospective cohort study |
title | Risk factors for and prediction of post-intubation hypotension in critically ill adults: A multicenter prospective cohort study |
title_full | Risk factors for and prediction of post-intubation hypotension in critically ill adults: A multicenter prospective cohort study |
title_fullStr | Risk factors for and prediction of post-intubation hypotension in critically ill adults: A multicenter prospective cohort study |
title_full_unstemmed | Risk factors for and prediction of post-intubation hypotension in critically ill adults: A multicenter prospective cohort study |
title_short | Risk factors for and prediction of post-intubation hypotension in critically ill adults: A multicenter prospective cohort study |
title_sort | risk factors for and prediction of post-intubation hypotension in critically ill adults: a multicenter prospective cohort study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7458292/ https://www.ncbi.nlm.nih.gov/pubmed/32866219 http://dx.doi.org/10.1371/journal.pone.0233852 |
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