Literature DB >> 33875492

Dyspnoea and respiratory muscle ultrasound to predict extubation failure.

Martin Dres1,2,3,4, Thomas Similowski5,2, Ewan C Goligher4,6, Tai Pham3,7,8, Liliya Sergenyuk5, Irene Telias3,4,6, Domenico Luca Grieco3,9,10, Wissale Ouechani5, Detajin Junhasavasdikul3,11, Michael C Sklar3,4, L Felipe Damiani3,12, Luana Melo3, Cesar Santis3,13,14, Lauriane Degravi5, Maxens Decavèle5,2, Laurent Brochard3,4, Alexandre Demoule5,2.   

Abstract

BACKGROUND: This study investigated dyspnoea intensity and respiratory muscle ultrasound early after extubation to predict extubation failure.
METHODS: The study was conducted prospectively in two intensive care units in France and Canada. Patients intubated for at least 48 h were studied within 2 h after an extubation following a successful spontaneous breathing trial. Dyspnoea was evaluated by a dyspnoea visual analogue scale (Dyspnoea-VAS) ranging from 0 to 10 and the Intensive Care Respiratory Distress Observational Scale (IC-RDOS). The ultrasound thickening fraction of the parasternal intercostal and the diaphragm was measured; limb muscle strength was evaluated using the Medical Research Council (MRC) score (range 0-60).
RESULTS: Extubation failure occurred in 21 out of 122 enrolled patients (17%). The median (interquartile range (IQR)) Dyspnoea-VAS and IC-RDOS were higher in patients with extubation failure versus success: 7 (4-9) versus 3 (1-5) (p<0.001) and 3.7 (1.8-5.8) versus 1.7 (1.5-2.1) (p<0.001), respectively. The median (IQR) ratio of parasternal intercostal muscle to diaphragm thickening fraction was significantly higher and MRC was lower in patients with extubation failure compared with extubation success: 0.9 (0.4-2.1) versus 0.3 (0.2-0.5) (p<0.001) and 45 (36-50) versus 52 (44-60) (p=0.012), respectively. The thickening fraction of the parasternal intercostal and its ratio to diaphragm thickening showed the highest area under the receiver operating characteristic curve (AUC) for an early prediction of extubation failure (0.81). AUCs of Dyspnoea-VAS and IC-RDOS reached 0.78 and 0.74, respectively.
CONCLUSIONS: Respiratory muscle ultrasound and dyspnoea measured within 2 h after extubation predict subsequent extubation failure.
Copyright ©The authors 2021. For reproduction rights and permissions contact permissions@ersnet.org.

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Year:  2021        PMID: 33875492     DOI: 10.1183/13993003.00002-2021

Source DB:  PubMed          Journal:  Eur Respir J        ISSN: 0903-1936            Impact factor:   16.671


  8 in total

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8.  Interpretable recurrent neural network models for dynamic prediction of the extubation failure risk in patients with invasive mechanical ventilation in the intensive care unit.

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  8 in total

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