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Published in: BMC Pulmonary Medicine 1/2021

Open Access 01-12-2021 | Ultrasound | Research

Application of bedside ultrasound in predicting the outcome of weaning from mechanical ventilation in elderly patients

Authors: Shigang Li, Zhe Chen, Weifeng Yan

Published in: BMC Pulmonary Medicine | Issue 1/2021

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Abstract

Background

With the increased ageing of society, more and more elderly people are admitted to the intensive care unit, How to accurately predict whether elderly patients can successfully wean from the ventilator is more complicated. Diaphragmatic excursion (DE) and diaphragm thickening fraction (DTF) were measured by bedside ultrasound to assess diaphragm function. The lung ultrasound score (LUS) and the rapid shallow breathing index (RBSI) were used as indices of diaphragm function to predict the outcome of weaning from mechanical ventilation. The aim of this study was to examine the clinical utility of these parameters in predicting extubation success.

Methods

This prospective study included 101 consecutive elderly patients undergoing a trial of extubation in the ICU of Haidian Hospital between June 2017 and July 2020. Patients were divided into the successful weaning group (n = 69) and the failed weaning group (n = 32). Baseline characteristics, including RSBI, were recorded. Measurements of DE, DTF and LUS were made using ultrasound within 24 h before extubation.

Results

Median DE was greater in patients with extubation success than in those with extubation failure (1.64 cm vs. 0.78 cm, p = 0.001). Patients with extubation success had a greater DTF than those with extubation failure (49.48% vs. 27.85%, p = 0.001). The areas under the receiver operating curves for the RSBI, LUS, DE and DFT were 0.680, 0.764, 0.831 and 0.881, respectively. The best cut-off values for predicting successful weaning were DTF ≥ 30%, DE ≥ 1.3 cm, LUS ≤ 11, and RSBI ≤ 102. The specificity of DTF (84%) in predicting weaning outcome was higher than that of RBSI (53%), that of LUS (55%), and that of DE (62%). The sensitivity of DTF (94%) was greater than that of RBSI (85%), that of LUS (71%), and that of DE (65%). The combination of RSBI, LUS, DE, and DTF showed the highest AUC (AUC = 0.919), with a sensitivity of 96% and a specificity of 89%.

Conclusions

DTF has higher sensitivity and specificity for the prediction of successful weaning in elderly patients than the other parameters examined. The combination of RSBI, LUS, DE and DFT performed well in predicting weaning outcome. This has potentially important clinical application and merits further evaluation.
Literature
1.
go back to reference Matamis D, Soilemezi E, Tsagourias M, Akoumianaki E, Dimassi S, Boroli F, et al. Sonographic evaluation of the diaphragm in critically ill patients. Technique and clinical applications. Intensive Care Med. 2013;39:801–10.CrossRef Matamis D, Soilemezi E, Tsagourias M, Akoumianaki E, Dimassi S, Boroli F, et al. Sonographic evaluation of the diaphragm in critically ill patients. Technique and clinical applications. Intensive Care Med. 2013;39:801–10.CrossRef
2.
go back to reference Kim WY, Suh HJ, Hong SB, Koh Y, Lim CM. Diaphragm dysfunction assessed by ultrasonography: influence on weaning from mechanical ventilation. Crit Care Med. 2011;39:2627–30.CrossRef Kim WY, Suh HJ, Hong SB, Koh Y, Lim CM. Diaphragm dysfunction assessed by ultrasonography: influence on weaning from mechanical ventilation. Crit Care Med. 2011;39:2627–30.CrossRef
3.
go back to reference DiNino E, Gartman EJ, Sethi JM, McCool FD. Diaphragm ultrasound as a predictor of successful extubation from mechanical ventilation. Thorax. 2014;69:423–7.CrossRef DiNino E, Gartman EJ, Sethi JM, McCool FD. Diaphragm ultrasound as a predictor of successful extubation from mechanical ventilation. Thorax. 2014;69:423–7.CrossRef
4.
go back to reference Spadaro S, Grasso S, Mauri T, Dalla Corte F, Alvisi V, Ragazzi R, et al. Can diaphragmatic ultrasonography performed during the T-tube trial predict weaning failure? The role of diaphragmatic rapid shallow breathing index. Crit Care. 2016;20:305.CrossRef Spadaro S, Grasso S, Mauri T, Dalla Corte F, Alvisi V, Ragazzi R, et al. Can diaphragmatic ultrasonography performed during the T-tube trial predict weaning failure? The role of diaphragmatic rapid shallow breathing index. Crit Care. 2016;20:305.CrossRef
5.
go back to reference de Souza LC, da Silva CT, Almeida JR Jr, et al. Comparison of maximalinspiratory pressure, tracheal airway occlusion pressure, and its ratio in the prediction of weaning outcome: impact of the use of a digital vacuometer and the unidirectional valve. Respir Care. 2012;57:1285–90.CrossRef de Souza LC, da Silva CT, Almeida JR Jr, et al. Comparison of maximalinspiratory pressure, tracheal airway occlusion pressure, and its ratio in the prediction of weaning outcome: impact of the use of a digital vacuometer and the unidirectional valve. Respir Care. 2012;57:1285–90.CrossRef
6.
go back to reference Verceles AC, Diaz-Abad M, Geiger-Brown J, et al. Testing the prognostic value of the rapid shallow breathing index in predicting successful weaning in patients requiring prolonged mechanical ventilation. Heart Lung. 2012;41:546–52.CrossRef Verceles AC, Diaz-Abad M, Geiger-Brown J, et al. Testing the prognostic value of the rapid shallow breathing index in predicting successful weaning in patients requiring prolonged mechanical ventilation. Heart Lung. 2012;41:546–52.CrossRef
7.
go back to reference MacIntyre NR, Cook DJ, Ely EW Jr, Epstein SK, Fink JB, Heffner JE, et al. Evidence based guidelines for weaning and discontinuing ventilatory support: a collective task force facilitated by the American College of Chest Physicians; the American Association for Respiratory Care; and the American College of Critical Care Medicine. Chest. 2001;120(6 Suppl):375S-S395.CrossRef MacIntyre NR, Cook DJ, Ely EW Jr, Epstein SK, Fink JB, Heffner JE, et al. Evidence based guidelines for weaning and discontinuing ventilatory support: a collective task force facilitated by the American College of Chest Physicians; the American Association for Respiratory Care; and the American College of Critical Care Medicine. Chest. 2001;120(6 Suppl):375S-S395.CrossRef
8.
go back to reference Fowler RW, Pluck RA, Hetzel MR. Maximal expiratory flow-volume curves in Londoners aged 60 years and over. Thorax. 1987;42:173–82.CrossRef Fowler RW, Pluck RA, Hetzel MR. Maximal expiratory flow-volume curves in Londoners aged 60 years and over. Thorax. 1987;42:173–82.CrossRef
9.
go back to reference Knudson RJ, Lebowitz MD, Holberg CJ, et al. Changes in the normal maximal expiratory flow-volume curve with growth and aging. Am Rev Respir Dis. 1983;127:725–34.PubMed Knudson RJ, Lebowitz MD, Holberg CJ, et al. Changes in the normal maximal expiratory flow-volume curve with growth and aging. Am Rev Respir Dis. 1983;127:725–34.PubMed
10.
go back to reference Polkey MI, Harris ML, Hughes PD, et al. The contractile properties of the elderly human diaphragm. Am J Respir Crit Care Med. 1997;155:1560–4.CrossRef Polkey MI, Harris ML, Hughes PD, et al. The contractile properties of the elderly human diaphragm. Am J Respir Crit Care Med. 1997;155:1560–4.CrossRef
11.
go back to reference Tolep K, Higgins N, Muza S, et al. Comparison of diaphragm strength between healthy adult elderly and young men. Am J Respir Crit Care Med. 1995;152:677–82.CrossRef Tolep K, Higgins N, Muza S, et al. Comparison of diaphragm strength between healthy adult elderly and young men. Am J Respir Crit Care Med. 1995;152:677–82.CrossRef
12.
go back to reference Yoo JW, Lee SJ, Lee JD, Kim HC. Comparison of clinical utility between diaphragm excursion and thickening change using ultrasonography to predict extubation success. Korean J Intern Med. 2018;33(2):331–9.CrossRef Yoo JW, Lee SJ, Lee JD, Kim HC. Comparison of clinical utility between diaphragm excursion and thickening change using ultrasonography to predict extubation success. Korean J Intern Med. 2018;33(2):331–9.CrossRef
13.
go back to reference Boles JM, Bion J, Connors A, et al. Weaning from mechanical ventilation. Eur Respir J. 2007;29:1033–56.CrossRef Boles JM, Bion J, Connors A, et al. Weaning from mechanical ventilation. Eur Respir J. 2007;29:1033–56.CrossRef
14.
go back to reference Soummer A, Perbet S, Brisson H, et al. Ultrasound assessment of lung aeration loss during a successful weaning trial predicts postextubation distress. Crit Care Med. 2012;40:2064–72.CrossRef Soummer A, Perbet S, Brisson H, et al. Ultrasound assessment of lung aeration loss during a successful weaning trial predicts postextubation distress. Crit Care Med. 2012;40:2064–72.CrossRef
15.
go back to reference Boussuges A, Gole Y, Blanc P. Diaphragmatic motion studied by m-mode ultrasonography: methods, reproducibility, and normal values. Chest. 2009;135:391–400.CrossRef Boussuges A, Gole Y, Blanc P. Diaphragmatic motion studied by m-mode ultrasonography: methods, reproducibility, and normal values. Chest. 2009;135:391–400.CrossRef
16.
go back to reference Cohn D, Benditt JO, Eveloff S, McCool FD. Diaphragm thickening during inspiration. J Appl Physiol. 1997;83:291–6.CrossRef Cohn D, Benditt JO, Eveloff S, McCool FD. Diaphragm thickening during inspiration. J Appl Physiol. 1997;83:291–6.CrossRef
17.
go back to reference Davis RT 3rd, Bruells CS, Stabley JN, McCullough DJ, Powers SK, Behnke BJ. Mechanical ventilation reduces rat diaphragm blood flow and impairs oxygen delivery and uptake. Crit Care Med. 2012;40(10):2858–66.CrossRef Davis RT 3rd, Bruells CS, Stabley JN, McCullough DJ, Powers SK, Behnke BJ. Mechanical ventilation reduces rat diaphragm blood flow and impairs oxygen delivery and uptake. Crit Care Med. 2012;40(10):2858–66.CrossRef
18.
go back to reference Demoule A, Jung B, Prodanovic H, et al. Diaphragm dysfunction on admission to the intensive care unit: prevalence, risk factors, and prognostic impact: a prospective study. Am J Respir Crit Care Med. 2013;188:213–9.CrossRef Demoule A, Jung B, Prodanovic H, et al. Diaphragm dysfunction on admission to the intensive care unit: prevalence, risk factors, and prognostic impact: a prospective study. Am J Respir Crit Care Med. 2013;188:213–9.CrossRef
19.
go back to reference Valette X, Seguin A, Daubin C, et al. Diaphragmatic dysfunction at admission in intensive care unit: the value of diaphragmatic ultrasonography. Intensive Care Med. 2015;41:557–9.CrossRef Valette X, Seguin A, Daubin C, et al. Diaphragmatic dysfunction at admission in intensive care unit: the value of diaphragmatic ultrasonography. Intensive Care Med. 2015;41:557–9.CrossRef
20.
go back to reference Abdelwahed WM, Abd Elghafar MS, Yasser M, et al. Diaphragmatic thickness as a predictor index for weaning from mechanical ventilation. J Crit Care. 2019;52:10–5.CrossRef Abdelwahed WM, Abd Elghafar MS, Yasser M, et al. Diaphragmatic thickness as a predictor index for weaning from mechanical ventilation. J Crit Care. 2019;52:10–5.CrossRef
21.
go back to reference Mariani LF, Bedel J, Gros A, et al. Ultrasonography for screening and follow-up of diaphragmatic dysfunction in the ICU: a pilot study. J Intensive Care Med. 2016;31:338–43.CrossRef Mariani LF, Bedel J, Gros A, et al. Ultrasonography for screening and follow-up of diaphragmatic dysfunction in the ICU: a pilot study. J Intensive Care Med. 2016;31:338–43.CrossRef
22.
go back to reference Alvisi R, Volta CA, Righini ER, et al. Predictors of weaning outcome in chronic obstructive pulmonary disease patients. Eur Respir J. 2000;15(4):656–62.CrossRef Alvisi R, Volta CA, Righini ER, et al. Predictors of weaning outcome in chronic obstructive pulmonary disease patients. Eur Respir J. 2000;15(4):656–62.CrossRef
23.
go back to reference Abbas A, Embarak S, Walaa M, Lutfy SM. Role of diaphragmatic rapid shallow breathing index in predicting weaning outcome in patients with acute exacerbation of COPD. Int J Chron Obstruct Pulmon Dis. 2018;21(13):1655–61.CrossRef Abbas A, Embarak S, Walaa M, Lutfy SM. Role of diaphragmatic rapid shallow breathing index in predicting weaning outcome in patients with acute exacerbation of COPD. Int J Chron Obstruct Pulmon Dis. 2018;21(13):1655–61.CrossRef
24.
go back to reference Goligher EC, Laghi F, Detsky ME, et al. Measuring diaphragm thickness with ultrasound in mechanically ventilated patients: feasibility, reproducibility and validity. Intensive Care Med. 2015;41:642–9.CrossRef Goligher EC, Laghi F, Detsky ME, et al. Measuring diaphragm thickness with ultrasound in mechanically ventilated patients: feasibility, reproducibility and validity. Intensive Care Med. 2015;41:642–9.CrossRef
25.
go back to reference Vetrugno L, Guadagnin GM, Brussa A, et al. Mechanical ventilation weaning issues can be counted on the fingers of just one hand: part 1. Ultrasound J. 2020;12(1):9.CrossRef Vetrugno L, Guadagnin GM, Brussa A, et al. Mechanical ventilation weaning issues can be counted on the fingers of just one hand: part 1. Ultrasound J. 2020;12(1):9.CrossRef
26.
go back to reference Holtzhausen S, Unger M, Lupton-Smith A, Hanekom S. An investigation into the use of ultrasound as a surrogate measure of diaphragm function. Heart Lung. 2018;47(4):418–24.CrossRef Holtzhausen S, Unger M, Lupton-Smith A, Hanekom S. An investigation into the use of ultrasound as a surrogate measure of diaphragm function. Heart Lung. 2018;47(4):418–24.CrossRef
27.
go back to reference Llamas-Alvarez AM, Tenza-Lozano EM, Latour-Perez J. Diaphragm and lung ultrasound to predict weaning outcome: systematic review and meta-analysis. Chest. 2017;152(6):1140–50.CrossRef Llamas-Alvarez AM, Tenza-Lozano EM, Latour-Perez J. Diaphragm and lung ultrasound to predict weaning outcome: systematic review and meta-analysis. Chest. 2017;152(6):1140–50.CrossRef
28.
go back to reference Garofalo E, Bruni A, Pelaia C, et al. Comparisons of two diaphragm ultrasound-teaching programs: a multicenter randomized controlled educational study. Ultrasound J. 2019;11(1):21.CrossRef Garofalo E, Bruni A, Pelaia C, et al. Comparisons of two diaphragm ultrasound-teaching programs: a multicenter randomized controlled educational study. Ultrasound J. 2019;11(1):21.CrossRef
Metadata
Title
Application of bedside ultrasound in predicting the outcome of weaning from mechanical ventilation in elderly patients
Authors
Shigang Li
Zhe Chen
Weifeng Yan
Publication date
01-12-2021
Publisher
BioMed Central
Published in
BMC Pulmonary Medicine / Issue 1/2021
Electronic ISSN: 1471-2466
DOI
https://doi.org/10.1186/s12890-021-01605-4

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