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Published in: Journal of Clinical Monitoring and Computing 6/2022

Open Access 20-01-2022 | Acute Respiratory Distress-Syndrome | Original Research

Mechanical power of ventilation is associated with mortality in neurocritical patients: a cohort study

Authors: Xiaofeng Jiang, Yanhong Zhu, Shuai Zhen, Lei Wang

Published in: Journal of Clinical Monitoring and Computing | Issue 6/2022

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Abstract

This study aimed to determine the predictive relevance of mechanical power in the clinical outcomes (such as ICU mortality, hospital mortality, 90-day mortality, length of ICU stay, and number of ventilator-free days at day 28) of neurocritical patients. This is a retrospective cohort analysis of an open-access clinical database known as MIMIC–III. The study included patients who had sustained an acute brain injury and required invasive ventilation for at least 24 h. Demographic parameters, disease severity scores (Glasgow coma scale), comorbidities, vital signs, laboratory parameters and ventilator parameters were collected within the first 24 h of ICU admission. The main outcome was the relationship between MP and ICU mortality. A total of 529 patients were selected for the study. The critical value of MP was 12.16 J/min, with the area under the curve (AUC) of the MP was 0.678 (95% CI 0.637–0.718), and compared to the GCS scores, the MP performed significantly better in discrimination (DeLong’s test: p < 0.001). Among these patients elevated MP was associated to higher ICU mortality (OR 1.11; 95% CI 1.06–1.17; p < 0.001), enhanced the risk of hospital mortality, prolonged ICU stay, and decreased the number of ventilator-free days. In the subgroup analysis, high MP was associated with ICU mortality regardless of ARDS (OR 1.01, 95% CI 1.00–1.02, p = 0.009; OR 1.01, 95% CI 1.00–1.02, p = 0.018, respectively) or obesity (OR 1.01, 95% CI 1.00–1.02, p = 0.012; OR 1.01, 95% CI 1.01–1.02, p < 0.001, respectively). In neurocritical care patients undergoing invasive ventilation, elevated MP is linked to higher ICU mortality and a variety of other clinical outcomes.
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Literature
1.
go back to reference Borsellino B, Schultz MJ, Gama de Abreu M, Robba C, Bilotta F. Mechanical ventilation in neurocritical care patients: a systematic literature review. Expert Rev Respir Med. 2016;10(10):1123–32.CrossRefPubMed Borsellino B, Schultz MJ, Gama de Abreu M, Robba C, Bilotta F. Mechanical ventilation in neurocritical care patients: a systematic literature review. Expert Rev Respir Med. 2016;10(10):1123–32.CrossRefPubMed
3.
go back to reference Picetti E, Pelosi P, Taccone FS, Citerio G, Mancebo J, Robba C, et al. VENTILatOry strategies in patients with severe traumatic brain injury: the VENTILO Survey of the European Society of Intensive Care Medicine (ESICM). Crit Care. 2020;24(1):158.CrossRefPubMedPubMedCentral Picetti E, Pelosi P, Taccone FS, Citerio G, Mancebo J, Robba C, et al. VENTILatOry strategies in patients with severe traumatic brain injury: the VENTILO Survey of the European Society of Intensive Care Medicine (ESICM). Crit Care. 2020;24(1):158.CrossRefPubMedPubMedCentral
4.
go back to reference Rincon F, Ghosh S, Dey S, Maltenfort M, Vibbert M, Urtecho J, et al. Impact of acute lung injury and acute respiratory distress syndrome after traumatic brain injury in the United States. Neurosurgery. 2012;71(4):795–803.CrossRefPubMed Rincon F, Ghosh S, Dey S, Maltenfort M, Vibbert M, Urtecho J, et al. Impact of acute lung injury and acute respiratory distress syndrome after traumatic brain injury in the United States. Neurosurgery. 2012;71(4):795–803.CrossRefPubMed
5.
go back to reference Fan E, Brodie D, Slutsky AS. Acute respiratory distress syndrome: advances in diagnosis and treatment. JAMA. 2018;319(7):698–710.CrossRefPubMed Fan E, Brodie D, Slutsky AS. Acute respiratory distress syndrome: advances in diagnosis and treatment. JAMA. 2018;319(7):698–710.CrossRefPubMed
7.
go back to reference Sadowitz B, Jain S, Kollisch-Singule M, Satalin J, Andrews P, Habashi N, et al. Preemptive mechanical ventilation can block progressive acute lung injury. World J Crit Care Med. 2016;5(1):74–82.CrossRefPubMedPubMedCentral Sadowitz B, Jain S, Kollisch-Singule M, Satalin J, Andrews P, Habashi N, et al. Preemptive mechanical ventilation can block progressive acute lung injury. World J Crit Care Med. 2016;5(1):74–82.CrossRefPubMedPubMedCentral
8.
go back to reference Treschan TA, Malbouisson LM, Beiderlinden M. Intraoperative mechanical ventilation strategies to prevent postoperative pulmonary complications in patients with pulmonary and extrapulmonary comorbidities. Best Pract Res Clin Anaesthesiol. 2015;29(3):341–55.CrossRefPubMed Treschan TA, Malbouisson LM, Beiderlinden M. Intraoperative mechanical ventilation strategies to prevent postoperative pulmonary complications in patients with pulmonary and extrapulmonary comorbidities. Best Pract Res Clin Anaesthesiol. 2015;29(3):341–55.CrossRefPubMed
9.
go back to reference Coppola S, Caccioppola A, Froio S, Formenti P, Giorgis VD, Galanti V, et al. Effect of mechanical power on intensive care mortality in ARDS patients. Crit Care. 2020;24(1):246.CrossRefPubMedPubMedCentral Coppola S, Caccioppola A, Froio S, Formenti P, Giorgis VD, Galanti V, et al. Effect of mechanical power on intensive care mortality in ARDS patients. Crit Care. 2020;24(1):246.CrossRefPubMedPubMedCentral
10.
go back to reference Gattinoni L, Tonetti T, Cressoni M, Cadringher P, Herrmann P, Moerer O, et al. Ventilator-related causes of lung injury: the mechanical power. Intensive Care Med. 2016;42(10):1567–75.CrossRefPubMed Gattinoni L, Tonetti T, Cressoni M, Cadringher P, Herrmann P, Moerer O, et al. Ventilator-related causes of lung injury: the mechanical power. Intensive Care Med. 2016;42(10):1567–75.CrossRefPubMed
11.
go back to reference Neto AS, Deliberato RO, Johnson AEW, Bos LD, Amorim P, Pereira SM, et al. Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts. Intensive Care Med. 2018;44(11):1914–22.CrossRef Neto AS, Deliberato RO, Johnson AEW, Bos LD, Amorim P, Pereira SM, et al. Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts. Intensive Care Med. 2018;44(11):1914–22.CrossRef
12.
go back to reference Zhang Z, Zheng B, Liu N, Ge H, Hong Y. Mechanical power normalized to predicted body weight as a predictor of mortality in patients with acute respiratory distress syndrome. Intensive Care Med. 2019;45(6):856–64.CrossRefPubMed Zhang Z, Zheng B, Liu N, Ge H, Hong Y. Mechanical power normalized to predicted body weight as a predictor of mortality in patients with acute respiratory distress syndrome. Intensive Care Med. 2019;45(6):856–64.CrossRefPubMed
13.
14.
go back to reference Teasdale G, Jennett B. Assessment of coma and impaired consciousness. A practical scale. Lancet. 1974;2:81–4.CrossRefPubMed Teasdale G, Jennett B. Assessment of coma and impaired consciousness. A practical scale. Lancet. 1974;2:81–4.CrossRefPubMed
15.
go back to reference Meenen DMP, Neto AS, Paulus F, Merkies C, Schouten LR, Bos LD, et al. The predictive validity for mortality of the driving pressure and the mechanical power of ventilation. Intensive Care Med Exp. 2020;8(Suppl 1):60.CrossRefPubMedPubMedCentral Meenen DMP, Neto AS, Paulus F, Merkies C, Schouten LR, Bos LD, et al. The predictive validity for mortality of the driving pressure and the mechanical power of ventilation. Intensive Care Med Exp. 2020;8(Suppl 1):60.CrossRefPubMedPubMedCentral
16.
go back to reference Hardcastle TC, Muckart DJJ, Maier RV. Ventilation in trauma patients: the first 24 h is different! World J Surg. 2017;41:1153–8.CrossRefPubMed Hardcastle TC, Muckart DJJ, Maier RV. Ventilation in trauma patients: the first 24 h is different! World J Surg. 2017;41:1153–8.CrossRefPubMed
17.
go back to reference De Jong A, Cossic J, Verzilli D, Monet C, Carr J, Conseil M, et al. Impact of the driving pressure on mortality in obese and non-obese ARDS patients: a retrospective study of 362 cases. Intensive Care Med. 2018;44:1106–14.CrossRefPubMed De Jong A, Cossic J, Verzilli D, Monet C, Carr J, Conseil M, et al. Impact of the driving pressure on mortality in obese and non-obese ARDS patients: a retrospective study of 362 cases. Intensive Care Med. 2018;44:1106–14.CrossRefPubMed
18.
go back to reference Della Torre V, Badenes R, Corradi F, Racca F, Lavinio A, Matta B, et al. Acute respiratory distress syndrome in traumatic brain injury: how do we manage it? J Thorac Dis. 2017;9:5368–81.CrossRefPubMedPubMedCentral Della Torre V, Badenes R, Corradi F, Racca F, Lavinio A, Matta B, et al. Acute respiratory distress syndrome in traumatic brain injury: how do we manage it? J Thorac Dis. 2017;9:5368–81.CrossRefPubMedPubMedCentral
19.
go back to reference Pelosi P, Ferguson ND, Frutos-Vivar F, Anzueto A, Putensen C, Raymondos K, et al. Management and outcome of mechanically ventilated neurologic patients. Crit Care Med. 2011;39(6):1482–92.CrossRefPubMed Pelosi P, Ferguson ND, Frutos-Vivar F, Anzueto A, Putensen C, Raymondos K, et al. Management and outcome of mechanically ventilated neurologic patients. Crit Care Med. 2011;39(6):1482–92.CrossRefPubMed
20.
go back to reference Grubb RL Jr, Raichle ME, Eichling JO, Ter-Pogossian MM. The effects of changes in PaCO2 on cerebral blood volume, blood flow, and vascular mean transit time. Stroke. 1974;5(5):630–9.CrossRefPubMed Grubb RL Jr, Raichle ME, Eichling JO, Ter-Pogossian MM. The effects of changes in PaCO2 on cerebral blood volume, blood flow, and vascular mean transit time. Stroke. 1974;5(5):630–9.CrossRefPubMed
21.
go back to reference Bilotta F, Robba C, Santoro A, Delfini R, Rosa G, Agati L. Contrast-enhanced ultrasound imaging in detection of changes in cerebral perfusion. Ultrasound Med Biol. 2016;42:2708–16.CrossRefPubMed Bilotta F, Robba C, Santoro A, Delfini R, Rosa G, Agati L. Contrast-enhanced ultrasound imaging in detection of changes in cerebral perfusion. Ultrasound Med Biol. 2016;42:2708–16.CrossRefPubMed
22.
go back to reference Borsellino B, Schultz MJ, Gama de Abreu M, Robba C, Bilotta F. Mechanical ventilation in neurocritical care patients: a systematic literature review. Expert Rev Respir Med. 2016;10:1123–32.CrossRefPubMed Borsellino B, Schultz MJ, Gama de Abreu M, Robba C, Bilotta F. Mechanical ventilation in neurocritical care patients: a systematic literature review. Expert Rev Respir Med. 2016;10:1123–32.CrossRefPubMed
23.
go back to reference Gattinoni L, Pelosi P, Crotti S, Valenza F. Effects of positive end-expiratory pressure on regional distribution of tidal volume and recruitment in adult respiratory distress syndrome. Am J Respir Crit Care Med. 1995;151:1807–14.CrossRefPubMed Gattinoni L, Pelosi P, Crotti S, Valenza F. Effects of positive end-expiratory pressure on regional distribution of tidal volume and recruitment in adult respiratory distress syndrome. Am J Respir Crit Care Med. 1995;151:1807–14.CrossRefPubMed
24.
go back to reference Manzano F, Fernández-Mondéjar E, Colmenero M, Poyatos ME, Rivera R, Machado J, et al. Positive-end expiratory pressure reduces incidence of ventilator-associated pneumonia in nonhypoxemic patients. Crit Care Med. 2008;36:2225–31.CrossRefPubMed Manzano F, Fernández-Mondéjar E, Colmenero M, Poyatos ME, Rivera R, Machado J, et al. Positive-end expiratory pressure reduces incidence of ventilator-associated pneumonia in nonhypoxemic patients. Crit Care Med. 2008;36:2225–31.CrossRefPubMed
25.
go back to reference Nemer SN, Caldeira JB, Azeredo LM, Garcia JM, Silva RT, Prado D, et al. Alveolar recruitment maneuver in patients with subarachnoid hemorrhage and acute respiratory distress syndrome: a comparison of 2 approaches. J Crit Care. 2011;26:22–7.CrossRefPubMed Nemer SN, Caldeira JB, Azeredo LM, Garcia JM, Silva RT, Prado D, et al. Alveolar recruitment maneuver in patients with subarachnoid hemorrhage and acute respiratory distress syndrome: a comparison of 2 approaches. J Crit Care. 2011;26:22–7.CrossRefPubMed
26.
go back to reference Mushkudiani NA, Hukkelhoven CWPM, Hernández AV, Murray GD, Choi SC, Maas AIR, et al. A systematic review finds methodological improvements necessary for prognostic models in determining traumatic brain injury outcomes. J Clin Epidemiol. 2008;61(4):331–43.CrossRefPubMed Mushkudiani NA, Hukkelhoven CWPM, Hernández AV, Murray GD, Choi SC, Maas AIR, et al. A systematic review finds methodological improvements necessary for prognostic models in determining traumatic brain injury outcomes. J Clin Epidemiol. 2008;61(4):331–43.CrossRefPubMed
27.
go back to reference Rached M, Gaudet JG, Delhumeau C, Walder B. Comparison of two simple models for prediction of short term mortality in patients after severe traumatic brain injury. Injury. 2019;50(1):65–72.CrossRefPubMed Rached M, Gaudet JG, Delhumeau C, Walder B. Comparison of two simple models for prediction of short term mortality in patients after severe traumatic brain injury. Injury. 2019;50(1):65–72.CrossRefPubMed
28.
go back to reference Abujaber A, Fadlalla A, Gammoh D, Abdelrahman H, Mollazehi M, El-Menyar A. Prediction of in-hospital mortality in patients on mechanical ventilation post traumatic brain injury: machine learning approach. BMC Med Inform Decis Mak. 2020;20(1):336.CrossRefPubMedPubMedCentral Abujaber A, Fadlalla A, Gammoh D, Abdelrahman H, Mollazehi M, El-Menyar A. Prediction of in-hospital mortality in patients on mechanical ventilation post traumatic brain injury: machine learning approach. BMC Med Inform Decis Mak. 2020;20(1):336.CrossRefPubMedPubMedCentral
Metadata
Title
Mechanical power of ventilation is associated with mortality in neurocritical patients: a cohort study
Authors
Xiaofeng Jiang
Yanhong Zhu
Shuai Zhen
Lei Wang
Publication date
20-01-2022
Publisher
Springer Netherlands
Published in
Journal of Clinical Monitoring and Computing / Issue 6/2022
Print ISSN: 1387-1307
Electronic ISSN: 1573-2614
DOI
https://doi.org/10.1007/s10877-022-00805-5

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