Prognostic Factors Associated With Extubation Failure in Acutely Brain-Injured Patients: A Systematic Review and Meta-Analysis*

Objective: Extubation failure in brain-injured patients is associated with increased morbidity. Our objective was to systematically review prognostic factors associated with extubation failure in acutely brain-injured adult patients receiving invasive ventilation in an ICU. Data Sources: MEDLINE, Embase, and Cochrane Central were searched from inception to January 31, 2022. Study Selection: Two reviewers independently screened citations and selected English-language cohort studies and randomized trials examining the association of prognostic factors with extubation failure. Studies were considered if they included greater than or equal to 80% adult patients with acute brain injury admitted to the ICU and mechanically ventilated for greater than or equal to 24 hours. Data Extraction: Two reviewers extracted data on population, prognostic factors, extubation outcomes, and risk of bias (using the quality in prognostic factors tool). Data Synthesis: In the primary analysis, adjusted odds ratios (aOR) for each prognostic factor were pooled using random-effects models. Certainty of evidence was assessed using Grading of Recommendations Assessment, Development and Evaluation. The search identified 7,626 citations, of which 21 studies met selection criteria. Moderate-certainty evidence suggested increased risk of extubation failure with older age (aOR, 3.0 for upper vs lower tertile; 95% CI, 1.78–5.07) and longer duration of mechanical ventilation (aOR, 3.47 for upper vs lower tertile; 95% CI, 1.68–7.19). Presence of cough (aOR, 0.40; 95% CI, 0.28–0.57) and intact swallow (aOR, 0.34; 95% CI, 0.21–0.54) probably decreased risk of extubation failure (moderate certainty). Associations of other factors with extubation failure were informed by low or very low certainty evidence. Conclusions: Patient age, duration of mechanical ventilation, and airway reflexes were associated with extubation failure in brain-injured patients with moderate certainty. Future studies are needed to determine the optimal application of these variables in clinical practice.

[1]  Arthur S Slutsky,et al.  Noninvasive respiratory support following extubation in critically ill adults: a systematic review and network meta-analysis , 2021, Intensive Care Medicine.

[2]  R. Pinto,et al.  Discordances Between Factors Associated With Withholding Extubation and Extubation Failure After a Successful Spontaneous Breathing Trial* , 2021, Critical care medicine.

[3]  Jian-Xin Zhou,et al.  Role of a successful spontaneous breathing trial in ventilator liberation in brain-injured patients. , 2021, Annals of translational medicine.

[4]  E. Mayo-Wilson,et al.  The PRISMA 2020 statement: an updated guideline for reporting systematic reviews , 2021, BMJ.

[5]  Arthur S Slutsky,et al.  Ventilator Weaning and Discontinuation Practices for Critically Ill Patients. , 2021, JAMA.

[6]  W. Videtta,et al.  Predictors of Successful Extubation in Neurocritical Care Patients. , 2021, Acta neurochirurgica. Supplement.

[7]  R. Stevens,et al.  Mechanical ventilation in patients with acute brain injury: recommendations of the European Society of Intensive Care Medicine consensus , 2020, Intensive Care Medicine.

[8]  Pavel S. Roshanov,et al.  Use of GRADE for assessment of evidence about prognostic factors: rating certainty in identification of groups of patients with different absolute risks. , 2020, Journal of clinical epidemiology.

[9]  J. Higgins,et al.  Cochrane Handbook for Systematic Reviews of Interventions , 2010, International Coaching Psychology Review.

[10]  Ming Yang,et al.  ConsensUs: Supporting Multi-Criteria Group Decisions by Visualizing Points of Disagreement , 2018, ACM Trans. Soc. Comput..

[11]  R. Riley,et al.  Evidence synthesis in prognosis research , 2019, Diagnostic and Prognostic Research.

[12]  T. Warnecke,et al.  Extubation Readiness in Critically Ill Stroke Patients. , 2019, Stroke.

[13]  Hideo Kaneko,et al.  Relationship of Cough Strength to Respiratory Function, Physical Performance, and Physical Activity in Older Adults , 2019, Respiratory Care.

[14]  Richard D Riley,et al.  A guide to systematic review and meta-analysis of prognostic factor studies , 2019, British Medical Journal.

[15]  S. Jaber,et al.  Risk factors and outcomes for airway failure versus non-airway failure in the intensive care unit: a multicenter observational study of 1514 extubation procedures , 2018, Critical Care.

[16]  V. Tronnier,et al.  The Impact of Extubation Failure in Patients with Good-Grade Subarachnoid Hemorrhage. , 2018, World neurosurgery.

[17]  M. Mehany,et al.  Semi-quantitative Cough Strength Score as a Predictor for Extubation Outcome in Traumatic Brain Injury: A Prospective Observational Study , 2018, Neurocritical Care.

[18]  Lorena Barreto Arruda Guedes,et al.  Development of a risk score to predict extubation failure in patients with traumatic brain injury , 2017, Journal of critical care.

[19]  S. Keenan,et al.  Official ERS/ATS clinical practice guidelines: noninvasive ventilation for acute respiratory failure , 2017, European Respiratory Journal.

[20]  S. Jaber,et al.  Extubation Success Prediction in a Multicentric Cohort of Patients with Severe Brain Injury. , 2017, Anesthesiology.

[21]  M. Bianchin,et al.  Simple motor tasks independently predict extubation failure in critically ill neurological patients , 2017, Jornal brasileiro de pneumologia : publicacao oficial da Sociedade Brasileira de Pneumologia e Tisilogia.

[22]  T. Warnecke,et al.  Tracheostomy, Extubation, Reintubation: Airway Management Decisions in Intubated Stroke Patients , 2017, Cerebrovascular Diseases.

[23]  L. Hooft,et al.  A guide to systematic review and meta-analysis of prediction model performance , 2017, British Medical Journal.

[24]  M. Meade,et al.  Airway Management Strategies for Brain‐injured Patients Meeting Standard Criteria to Consider Extubation. A Prospective Cohort Study , 2017, Annals of the American Thoracic Society.

[25]  E. Futier,et al.  Extubation Failure in Brain-injured Patients: Risk Factors and Development of a Prediction Score in a Preliminary Prospective Cohort Study , 2017, Anesthesiology.

[26]  S. Mehta,et al.  Liberation From Mechanical Ventilation in Critically Ill Adults: An Official American College of Chest Physicians/American Thoracic Society Clinical Practice Guideline: Inspiratory Pressure Augmentation During Spontaneous Breathing Trials, Protocols Minimizing Sedation, and Noninvasive Ventilation I , 2017, Chest.

[27]  A. Rabinstein,et al.  Predictors of Extubation Success in Patients with Posterior Fossa Strokes , 2016, Neurocritical Care.

[28]  S. Hocker,et al.  Association of Extubation Failure and Functional Outcomes in Patients with Acute Neurologic Illness , 2016, Neurocritical Care.

[29]  M. Bianchin,et al.  Reflex cough PEF as a predictor of successful extubation in neurological patients* , 2015, Jornal brasileiro de pneumologia : publicacao oficial da Sociedade Brasileira de Pneumologia e Tisilogia.

[30]  G. Guyatt,et al.  Use of GRADE for assessment of evidence about prognosis: rating confidence in estimates of event rates in broad categories of patients , 2015, BMJ : British Medical Journal.

[31]  Shengnan Wang,et al.  Predictors of Extubation Failure in Neurocritical Patients Identified by a Systematic Review and Meta-Analysis , 2014, PloS one.

[32]  G. Collins,et al.  Critical Appraisal and Data Extraction for Systematic Reviews of Prediction Modelling Studies: The CHARMS Checklist , 2014, PLoS medicine.

[33]  J. Stinson,et al.  Judging the quality of evidence in reviews of prognostic factor research: adapting the GRADE framework , 2013, Systematic Reviews.

[34]  M. S. Rocha,et al.  Association between the rapid shallow breathing index and extubation success in patients with traumatic brain injury , 2013, Revista Brasileira de terapia intensiva.

[35]  L. Brochard,et al.  The decision to extubate in the intensive care unit. , 2013, American journal of respiratory and critical care medicine.

[36]  Yemisi Takwoingi,et al.  Empirical Evidence of the Importance of Comparative Studies of Diagnostic Test Accuracy , 2013, Annals of Internal Medicine.

[37]  C. Bombardier,et al.  Assessing Bias in Studies of Prognostic Factors , 2013, Annals of Internal Medicine.

[38]  B. Culver Chapter 3 – Respiratory Mechanics , 2012 .

[39]  L. Torre-Bouscoulet,et al.  Respiratory muscle assessment in predicting extubation outcome in patients with stroke. , 2012, Archivos de bronconeumologia.

[40]  L. Brochard,et al.  Outcomes of extubation failure in medical intensive care unit patients* , 2011, Critical care medicine.

[41]  A. Anzueto,et al.  Outcome of reintubated patients after scheduled extubation. , 2011, Journal of critical care.

[42]  J. Raser,et al.  Predictors of Extubation Success in Patients with Middle Cerebral Artery Acute Ischemic Stroke , 2011, Stroke Research and Treatment.

[43]  A. Anzueto,et al.  Management and outcome of mechanically ventilated neurologic patients* , 2011, Critical care medicine.

[44]  A. Alexandrov,et al.  Safety and Tolerability of Early Noninvasive Ventilatory Correction Using Bilevel Positive Airway Pressure in Acute Ischemic Stroke , 2011, Stroke.

[45]  R. Stevens,et al.  A Clinical Description of Extubation Failure in Patients with Primary Brain Injury , 2011, Neurocritical care.

[46]  D. Cook,et al.  Clinical practice guidelines for the use of noninvasive positive-pressure ventilation and noninvasive continuous positive airway pressure in the acute care setting , 2011, Canadian Medical Association Journal.

[47]  M. Bonnin,et al.  Early treatment of obstructive apnoea and stroke outcome: a randomised controlled trial , 2010, European Respiratory Journal.

[48]  Keith R. Abrams,et al.  Evaluating the Quality of Research into a Single Prognostic Biomarker: A Systematic Review and Meta-analysis of 83 Studies of C-Reactive Protein in Stable Coronary Artery Disease , 2010, PLoS medicine.

[49]  Hannah R Rothstein,et al.  A basic introduction to fixed‐effect and random‐effects models for meta‐analysis , 2010, Research synthesis methods.

[50]  J. Chalela,et al.  Conventional Weaning Parameters do not Predict Extubation Failure in Neurocritical Care Patients , 2009, Neurocritical care.

[51]  S. Vesconi,et al.  Rate of reintubation in mechanically ventilated neurosurgical and neurologic patients: Evaluation of a systematic approach to weaning and extubation , 2008, Critical care medicine.

[52]  G. Guyatt,et al.  GRADE: an emerging consensus on rating quality of evidence and strength of recommendations , 2008, BMJ : British Medical Journal.

[53]  A. Anzueto,et al.  Risk factors for extubation failure in patients following a successful spontaneous breathing trial. , 2006, Chest.

[54]  Patrick Royston,et al.  The cost of dichotomising continuous variables , 2006, BMJ : British Medical Journal.

[55]  Douglas G Altman,et al.  Dichotomizing continuous predictors in multiple regression: a bad idea , 2006, Statistics in medicine.

[56]  S. Epstein Extubation failure: an outcome to be avoided , 2004, Critical care.

[57]  S. Epstein,et al.  Extubation failure: magnitude of the problem, impact on outcomes, and prevention , 2003, Current opinion in critical care.

[58]  S. Tatter,et al.  Predictors of successful extubation in neurosurgical patients. , 2001, American journal of respiratory and critical care medicine.

[59]  A. Qureshi,et al.  Prediction and timing of tracheostomy in patients with infratentorial lesions requiring mechanical ventilatory support , 2000, Critical care medicine.

[60]  W M Coplin,et al.  Implications of extubation delay in brain-injured patients meeting standard weaning criteria. , 2000, American journal of respiratory and critical care medicine.

[61]  S. Epstein,et al.  Independent effects of etiology of failure and time to reintubation on outcome for patients failing extubation. , 1998, American journal of respiratory and critical care medicine.

[62]  R Peto,et al.  Association of fibrinogen, C-reactive protein, albumin, or leukocyte count with coronary heart disease: meta-analyses of prospective studies. , 1998, JAMA.

[63]  F. Gordo,et al.  Extubation outcome after spontaneous breathing trials with T-tube or pressure support ventilation. The Spanish Lung Failure Collaborative Group. , 1997, American journal of respiratory and critical care medicine.

[64]  J B Wong,et al.  Effect of failed extubation on the outcome of mechanical ventilation. , 1997, Chest.

[65]  R. Rodríguez-Roisín,et al.  Re-intubation increases the risk of nosocomial pneumonia in patients needing mechanical ventilation. , 1995, American journal of respiratory and critical care medicine.

[66]  L. Lind,et al.  Incidence and morbidity of extubation failure in surgical intensive care patients. , 1988, Critical care medicine.