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The Rothman Index Does Not Predict a Successful Extubation in the Neurosurgical Critical Care Unit

Background Identification of risk factors associated with successful extubation in neurosurgical critical care units (NSICUs) has been elusive due to the complex nature of neurocritical care injuries and patient factors. Traditional risk factors for extubation were shown to have poor predictive valu...

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Autores principales: Ghali, Abdullah, Nashawi, Mouhamed, Johal, Justin, Learned, Josh, Al-Hamaydeh, Mohammed T, Seifi, Ali, Hafeez, Shaheryar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cureus 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8357080/
https://www.ncbi.nlm.nih.gov/pubmed/34395122
http://dx.doi.org/10.7759/cureus.16339
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author Ghali, Abdullah
Nashawi, Mouhamed
Johal, Justin
Learned, Josh
Al-Hamaydeh, Mohammed T
Seifi, Ali
Hafeez, Shaheryar
author_facet Ghali, Abdullah
Nashawi, Mouhamed
Johal, Justin
Learned, Josh
Al-Hamaydeh, Mohammed T
Seifi, Ali
Hafeez, Shaheryar
author_sort Ghali, Abdullah
collection PubMed
description Background Identification of risk factors associated with successful extubation in neurosurgical critical care units (NSICUs) has been elusive due to the complex nature of neurocritical care injuries and patient factors. Traditional risk factors for extubation were shown to have poor predictive value in neurocritical care patients as compared to mixed ICU patients. The aim of this study was to determine if any risk factors, including the Rothman Index, could reliably predict successful extubation in a large sample size of neurocritical care patients. Methods We retrospectively analyzed 610 consecutively intubated patients in an NSICU while collecting variables of interest in airway management. Furthermore, Rothman Indices were collected immediately after intubations and extubations. A paired t-test of the immediate changes in Rothman Indices after airway manipulation was compared in patients who needed reintubation. In a smaller cohort of 88 patients, in whom complete data points existed for airway management, we performed a principal component analysis (PCA) to determine which risk factors were associated with extubation success when indexed with the magnitude of the Rothman Index. Results In 610 consecutively intubated patients, the mean pre-intubation Rothman Index average was 41.0 compared to the mean post-extubation Rothman Index was 35.4 (p<0.0001). Compared to those who were re-intubated, the Rothman Index did not correlate well with the prediction of extubation (p=0.355). Furthermore, an analysis of the PCA plot showed that a higher respiratory rate, longer length of stay, shorter length of intubation, and smaller cuff leak percentage were identified as risk factors associated with reintubation. Age and change in rapid shallow breathing index (RSBI) did not correlate with reintubation. Conclusion The Rothman Index does not predict extubation success in patients in an NSICU. Risk factors associated with reintubation were respiratory rate, length of stay, length of intubation, and cuff leak percentage. Reintubation rates in our single-center NSICU are on par with general critical care populations.
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spelling pubmed-83570802021-08-12 The Rothman Index Does Not Predict a Successful Extubation in the Neurosurgical Critical Care Unit Ghali, Abdullah Nashawi, Mouhamed Johal, Justin Learned, Josh Al-Hamaydeh, Mohammed T Seifi, Ali Hafeez, Shaheryar Cureus Neurology Background Identification of risk factors associated with successful extubation in neurosurgical critical care units (NSICUs) has been elusive due to the complex nature of neurocritical care injuries and patient factors. Traditional risk factors for extubation were shown to have poor predictive value in neurocritical care patients as compared to mixed ICU patients. The aim of this study was to determine if any risk factors, including the Rothman Index, could reliably predict successful extubation in a large sample size of neurocritical care patients. Methods We retrospectively analyzed 610 consecutively intubated patients in an NSICU while collecting variables of interest in airway management. Furthermore, Rothman Indices were collected immediately after intubations and extubations. A paired t-test of the immediate changes in Rothman Indices after airway manipulation was compared in patients who needed reintubation. In a smaller cohort of 88 patients, in whom complete data points existed for airway management, we performed a principal component analysis (PCA) to determine which risk factors were associated with extubation success when indexed with the magnitude of the Rothman Index. Results In 610 consecutively intubated patients, the mean pre-intubation Rothman Index average was 41.0 compared to the mean post-extubation Rothman Index was 35.4 (p<0.0001). Compared to those who were re-intubated, the Rothman Index did not correlate well with the prediction of extubation (p=0.355). Furthermore, an analysis of the PCA plot showed that a higher respiratory rate, longer length of stay, shorter length of intubation, and smaller cuff leak percentage were identified as risk factors associated with reintubation. Age and change in rapid shallow breathing index (RSBI) did not correlate with reintubation. Conclusion The Rothman Index does not predict extubation success in patients in an NSICU. Risk factors associated with reintubation were respiratory rate, length of stay, length of intubation, and cuff leak percentage. Reintubation rates in our single-center NSICU are on par with general critical care populations. Cureus 2021-07-12 /pmc/articles/PMC8357080/ /pubmed/34395122 http://dx.doi.org/10.7759/cureus.16339 Text en Copyright © 2021, Ghali et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Neurology
Ghali, Abdullah
Nashawi, Mouhamed
Johal, Justin
Learned, Josh
Al-Hamaydeh, Mohammed T
Seifi, Ali
Hafeez, Shaheryar
The Rothman Index Does Not Predict a Successful Extubation in the Neurosurgical Critical Care Unit
title The Rothman Index Does Not Predict a Successful Extubation in the Neurosurgical Critical Care Unit
title_full The Rothman Index Does Not Predict a Successful Extubation in the Neurosurgical Critical Care Unit
title_fullStr The Rothman Index Does Not Predict a Successful Extubation in the Neurosurgical Critical Care Unit
title_full_unstemmed The Rothman Index Does Not Predict a Successful Extubation in the Neurosurgical Critical Care Unit
title_short The Rothman Index Does Not Predict a Successful Extubation in the Neurosurgical Critical Care Unit
title_sort rothman index does not predict a successful extubation in the neurosurgical critical care unit
topic Neurology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8357080/
https://www.ncbi.nlm.nih.gov/pubmed/34395122
http://dx.doi.org/10.7759/cureus.16339
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