Development and validation of severe hypoxemia associated risk prediction model in 1,000 mechanically ventilated patients

Critical Care Medicine

Volumn 43, Issue 2, 2015, Pages 308-317

  Pannu, Sonal R ^a,b   Franco, Pablo Moreno ^b,c   Li, Guangxi ^b,d   Malinchoc, Michael ^b   Wilson, Gregory ^b   Gajic, Ognjen ^b  

^a THE OHIO STATE UNIVERSITY WEXNER MEDICAL CENTER   (United States)

^b MAYO CLINIC   (United States)

^c MAYO CLINIC   (United States)

^d INSTITUTE OF CHINESE MATERIA MEDICA   (China)

Author keywords

Hypoxemic respiratory failure; Mortality risk prediction; Prediction model; Refractory hypoxemia; Severe hypoxemia

Indexed keywords

ADULT; ARTICLE; ARTIFICIAL VENTILATION; DISEASE SEVERITY; HUMAN; HYPOXEMIA; MAJOR CLINICAL STUDY; MORTALITY; PRIORITY JOURNAL; RESPIRATORY FAILURE; RISK ASSESSMENT; SURVIVAL PREDICTION; VALIDATION PROCESS; AGED; ANOXIA; APACHE; COMORBIDITY; FEMALE; INTENSIVE CARE UNIT; MALE; MIDDLE AGED; PROGNOSIS; RESPIRATORY INSUFFICIENCY; STATISTICAL MODEL; STATISTICS AND NUMERICAL DATA; TERTIARY CARE CENTER;

ADULT; AGED; ANOXIA; APACHE; COMORBIDITY; FEMALE; HOSPITAL MORTALITY; HUMANS; INTENSIVE CARE UNITS; MALE; MIDDLE AGED; MODELS, STATISTICAL; PROGNOSIS; RESPIRATION, ARTIFICIAL; RESPIRATORY INSUFFICIENCY; RISK ASSESSMENT; TERTIARY CARE CENTERS;

EID: 84925354079     PISSN: 00903493     EISSN: 15300293     Source Type: Journal    
DOI: 10.1097/CCM.0000000000000671     Document Type: Article

References (25)

1. Ferguson ND, Kacmarek RM, Chiche JD, et al: Screening of ARDS patients using standardized ventilator settings: Influence on enrollment in a clinical trial. Intensive Care Med 2004; 30:1111-1116
2. Villar J, Pérez-Méndez L, Kacmarek RM: Current definitions of acute lung injury and the acute respiratory distress syndrome do not reflect their true severity and outcome. Intensive Care Med 1999; 25:930-935
3. Doyle RL, Szaflarski N, Modin GW, et al: Identification of patients with acute lung injury. Predictors of mortality. Am J Respir Crit Care Med 1995; 152:1818-1824
4. Monchi M, Bellenfant F, Cariou A, et al: Early predictive factors of survival in the acute respiratory distress syndrome. A multivariate analysis. Am J Respir Crit Care Med 1998; 158:1076-1081
5. Zilberberg MD, Epstein SK: Acute lung injury in the medical ICU: Comorbid conditions, age, etiology, and hospital outcome. Am J Respir Crit Care Med 1998; 157:1159-1164
6. Guérin C, Reignier J, Richard JC, et al; PROSEVA Study Group: Prone positioning in severe acute respiratory distress syndrome. N Engl J Med 2013; 368:2159-2168
7. Peek GJ, Mugford M, Tiruvoipati R, et al; CESAR trial collaboration: Efficacy and economic assessment of conventional ventilatory support versus extracorporeal membrane oxygenation for severe adult respiratory failure (CESAR): A multicentre randomised controlled trial. Lancet 2009; 374:1351-1363
8. Sud S, Friedrich JO, Taccone P, et al: Prone ventilation reduces mortality in patients with acute respiratory failure and severe hypoxemia: Systematic review and meta-analysis. Intensive Care Med 2010; 36:585-599
9. Gattinoni L, Tognoni G, Pesenti A, et al; Prone-Supine Study Group: Effect of prone positioning on the survival of patients with acute respiratory failure. N Engl J Med 2001; 345:568-573
10. Herasevich V, Pickering BW, Dong Y, et al: Informatics infrastructure for syndrome surveillance, decision support, reporting, and modeling of critical illness. Mayo Clin Proc 2010; 85:247-254
11. Murray JF, Matthay MA, Luce JM, et al: An expanded definition of the adult respiratory distress syndrome. Am Rev Respir Dis 1988; 138:720-723
12. Rubenfeld GD, Caldwell E, Peabody E, et al: Incidence and outcomes of acute lung injury. N Engl J Med 2005; 353:1685-1693
13. Bernard GR, Artigas A, Brigham KL, et al: The American-European Consensus Conference on ARDS. Definitions, mechanisms, relevant outcomes, and clinical trial coordination. Am J Respir Crit Care Med 1994; 149:818-824
14. Trillo-Alvarez C, Cartin-Ceba R, Kor DJ, et al: Acute lung injury prediction score: Derivation and validation in a population-based sample. Eur Respir J 2011; 37:604-609
15. Harrell F: Regression coefficients and scoring rules. J Clin Epidemiol 1996; 49:819
16. Gajic O, Afessa B, Thompson BT, et al; Second International Study of Mechanical Ventilation and ARDS-net Investigators: Prediction of death and prolonged mechanical ventilation in acute lung injury. Crit Care 2007; 11:R53
17. Seeley EJ, McAuley DF, Eisner M, et al: Decreased respiratory system compliance on the sixth day of mechanical ventilation is a predictor of death in patients with established acute lung injury. Respir Res 2011; 12:52
18. Nuckton TJ, Alonso JA, Kallet RH, et al: Pulmonary dead-space fraction as a risk factor for death in the acute respiratory distress syndrome. N Engl J Med 2002; 346:1281-1286
19. Vieillard-Baron A, Girou E, Valente E, et al: Predictors of mortality in acute respiratory distress syndrome. Focus on the role of right heart catheterization. Am J Respir Crit Care Med 2000; 161:1597-1601
20. Cooke CR, Kahn JM, Caldwell E, et al: Predictors of hospital mortality in a population-based cohort of patients with acute lung injury. Crit Care Med 2008; 36:1412-1420
21. Seeley E, McAuley DF, Eisner M, et al: Predictors of mortality in acute lung injury during the era of lung protective ventilation. Thorax 2008; 63:994-998
22. Luhr OR, Antonsen K, Karlsson M, et al: Incidence and mortality after acute respiratory failure and acute respiratory distress syndrome in Sweden, Denmark, and Iceland. The ARF Study Group. Am J Respir Crit Care Med 1999; 159:1849-1861
23. Matuschak GM: Liver-lung interactions in critical illness. New Horiz 1994; 2:488-504
24. Matuschak GM, Mattingly ME, Tredway TL, et al: Liver-lung interactions during E. coli endotoxemia. TNF-alpha:leukotriene axis. Am J Respir Crit Care Med 1994; 149:41-49
25. Brun-Buisson C, Minelli C, Bertolini G, et al; ALIVE Study Group: Epidemiology and outcome of acute lung injury in European intensive care units. Results from the ALIVE study. Intensive Care Med 2004; 30:51-61