Pneumology - Original Articles

Predictive accuracy of lung and diaphragmatic ultrasound in weaning from mechanical ventilation: a comparison with the Rapid Shallow Breathing Index

Publisher's note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
Published: 13 January 2026
53
Views
40
Downloads

Authors

Predicting weaning outcomes from mechanical ventilation remains a clinical challenge. Conventional indices such as the Rapid Shallow Breathing Index (RSBI) have limitations. This study evaluates diaphragmatic ultrasound parameters alongside RSBI and modified lung ultrasound score (mLUS) to improve the prediction of weaning success. A total of 50 adult patients requiring invasive mechanical ventilation for more than 24 hours were prospectively enrolled. All underwent a spontaneous breathing trial (SBT), and parameters including RSBI, mLUS, diaphragmatic excursion (DE), and diaphragmatic thickening index (DTI) were recorded. Weaning outcome was defined as successful extubation without need for reintubation within 48 hours. Associations were analyzed using receiver operating characteristic curves and multivariate logistic regression. Of the 50 patients, 34 (68%) passed SBT, and 27 (54%) had successful weaning. RSBI and mLUS were significantly lower, and DE and DTI significantly higher, in the weaning success group. Among all, DTI showed the highest predictive value (area under the curve: 0.948). On multivariate regression, DTI and DE were independent predictors of weaning success. A combination of RSBI and DTI yielded the highest diagnostic accuracy (94%). Diaphragmatic ultrasound parameters, particularly DTI, serve as strong, non-invasive predictors of weaning success. Integration of DTI with conventional indices like RSBI enhances predictive accuracy and may be valuable in guiding weaning protocols.

Downloads

Download data is not yet available.

Citations

Pham T, Brochard LJ, Slutsky AS. Mechanical ventilation: state of the art. Mayo Clin Proc 2017;92:1382-400. DOI: https://doi.org/10.1016/j.mayocp.2017.05.004
Jaber S, Amraoui J, Lefrant JY, et al. Clinical practice and risk factors for immediate complications of endotracheal intubation in the intensive care unit: a prospective, multiple-center study. Crit Care Med 2006;34:2355-61. DOI: https://doi.org/10.1097/01.CCM.0000233879.58720.87
Brandstetter RD. Pathophysiologic foundations of critical care: Michael Pinsky, MD, and Jean-Francois A. Dhainaut, MD Baltimore, Williams & Wilkens, 1993 pp, illustrated, $115.00. J Intensive Care Med 1993;8:088506669300800405. DOI: https://doi.org/10.1177/088506669300800405
Funk GC, Anders S, Breyer MK, et al. Incidence and outcome of weaning from mechanical ventilation according to new categories. Eur Respir J 2010;35:88-94. DOI: https://doi.org/10.1183/09031936.00056909
Heunks LM, van der Hoeven JG. Clinical review: the ABC of weaning failure--a structured approach. Crit Care Lond Engl 2010;14:245. DOI: https://doi.org/10.1186/cc9296
Zambon M, Greco M, Bocchino S, et al. Assessment of diaphragmatic dysfunction in the critically ill patient with ultrasound: a systematic review. Intensive Care Med 2017;43:29-38. DOI: https://doi.org/10.1007/s00134-016-4524-z
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. DOI: https://doi.org/10.1097/CCM.0b013e31824e68ae
Jacob B, Chatila W, Manthous CA. The unassisted respiratory rate/tidal volume ratio accurately predicts weaning outcome in postoperative patients. Crit Care Med 1997;25:253-7. DOI: https://doi.org/10.1097/00003246-199702000-00010
Boles JM, Bion J, Connors A, et al. Weaning from mechanical ventilation. Eur Respir J 2007;29:1033-56. DOI: https://doi.org/10.1183/09031936.00010206
Schmidt GA, Girard TD, Kress JP, et al. Official executive summary of an American Thoracic Society/American College of Chest Physicians clinical practice guideline: liberation from mechanical ventilation in critically ill adults. Am J Respir Crit Care Med 2017;195:115-9. DOI: https://doi.org/10.1164/rccm.201610-2076ST
Mk MV, Krishna B, Sampath S. Secular trends in an Indian intensive care unit-database derived epidemiology: the stride study. Indian J Crit Care Med 2019;23:251-7. DOI: https://doi.org/10.5005/jp-journals-10071-23175
Banerjee A, Mehrotra G. Comparison of lung ultrasound-based weaning indices with rapid shallow breathing index: are they helpful? Indian J Crit Care Med 2018;22:435-40. DOI: https://doi.org/10.4103/ijccm.IJCCM_331_17
Lalwani LK, Govindagoudar MB, Singh PK, et al. The role of diaphragmatic thickness measurement in weaning prediction and its comparison with rapid shallow breathing index: a single-center experience. Acute Crit Care 2022;37:347-54. DOI: https://doi.org/10.4266/acc.2022.00108
Röser E, Michels-Zetsche JD, Ersöz H, et al. Differences between women and men in prolonged weaning. Respir Res 2024;25:363. DOI: https://doi.org/10.1186/s12931-024-03002-x
DiNino E, Gartman EJ, Sethi JM, McCool FD. Diaphragm ultrasound as a predictor of successful extubation from mechanical ventilation. Thorax 2014;69:423-7. DOI: https://doi.org/10.1136/thoraxjnl-2013-204111
Afessa B, Hogans L, Murphy R. Predicting 3-day and 7-day outcomes of weaning from mechanical ventilation. Chest 1999;116:456-61. DOI: https://doi.org/10.1378/chest.116.2.456
Eltrabili HH, Hasanin AM, Soliman MS, et al. Evaluation of diaphragmatic ultrasound indices as predictors of successful liberation from mechanical ventilation in subjects with abdominal sepsis. Respir Care 2019;64:564-9. DOI: https://doi.org/10.4187/respcare.06391
Vallabhajosyula S, Kashani K, Dunlay SM, et al. Acute respiratory failure and mechanical ventilation in cardiogenic shock complicating acute myocardial infarction in the USA, 2000-2014. Ann Intensive Care 2019;9:96. DOI: https://doi.org/10.1186/s13613-019-0571-2
Okabe Y, Asaga T, Bekku S, et al. Lung-thorax compliance measured during a spontaneous breathing trial is a good index of extubation failure in the surgical intensive care unit: a retrospective cohort study. J Intensive Care 2018;6:44. DOI: https://doi.org/10.1186/s40560-018-0313-9
Yang KL, Tobin MJ. A prospective study of indexes predicting the outcome of trials of weaning from mechanical ventilation. N Engl J Med 1991;324:1445-50. DOI: https://doi.org/10.1056/NEJM199105233242101
Tenza-Lozano E, Llamas-Alvarez A, Jaimez-Navarro E, Fernández-Sánchez J. Lung and diaphragm ultrasound as predictors of success in weaning from mechanical ventilation. Crit Ultrasound J 2018;10:12. DOI: https://doi.org/10.1186/s13089-018-0094-3
Osman AM, Hashim RM. Diaphragmatic and lung ultrasound application as new predictive indices for the weaning process in ICU patients. Egypt J Radiol Nucl Med 2017;48:61-6. DOI: https://doi.org/10.1016/j.ejrnm.2017.01.005
Goligher EC, Brochard LJ, Reid WD, et al. Diaphragmatic myotrauma: a mediator of prolonged ventilation and poor patient outcomes in acute respiratory failure. Lancet Respir Med 2019;7:90-8. DOI: https://doi.org/10.1016/S2213-2600(18)30366-7
Hayat A, Khan A, Khalil A, Asghar A. Diaphragmatic excursion: does it predict successful weaning from mechanical ventilation? J Coll Physicians Surg Pak 2017;27:743-6.
Farghaly S, Hasan AA. Diaphragm ultrasound as a new method to predict extubation outcome in mechanically ventilated patients. Aust Crit Care 2017;30:37-43. DOI: https://doi.org/10.1016/j.aucc.2016.03.004
Ueki J, De Bruin PF, Pride NB. In vivo assessment of diaphragm contraction by ultrasound in normal subjects. Thorax 1995;50:1157-61. DOI: https://doi.org/10.1136/thx.50.11.1157
Ferrari G, De Filippi G, Elia F, et al. Diaphragm ultrasound as a new index of discontinuation from mechanical ventilation. Crit Ultrasound J 2014;6:8. DOI: https://doi.org/10.1186/2036-7902-6-8
Saravanan R, Nivedita K, Karthik K, Venkatraman R. Role of diaphragm ultrasound in weaning mechanically ventilated patients: a prospective observational study. Indian J Anaesth 2022;66:591-8. DOI: https://doi.org/10.4103/ija.ija_229_22

Ethics Approval

The study protocol was approved by the Institutional Ethics committee. (Letter no. GMCH/IEC/2023/225 dated 18/07/2023).

How to Cite



“Predictive Accuracy of Lung and Diaphragmatic Ultrasound in Weaning from Mechanical Ventilation: A Comparison With the Rapid Shallow Breathing Index”. 2026. Monaldi Archives for Chest Disease, January. https://doi.org/10.4081/monaldi.2026.3639.