Predictors of hospital mortality in a population-based cohort of patients with acute lung injury

Critical Care Medicine

Volumn 36, Issue 5, 2008, Pages 1412-1420

  Cooke, Colin R ^a   Kahn, Jeremy M ^b   Caldwell, Ellen ^a   Okamoto, Valdelis N ^c   Heckbert, Susan R ^d   Hudson, Leonard D ^a   Rubenfeld, Gordon D ^a,e  

^a UNIVERSITY OF WASHINGTON   (United States)

^b UNIVERSITY OF PENNSYLVANIA   (United States)

^c A C CAMARGO CANCER CENTER   (Brazil)

^d UNIVERSITY OF WASHINGTON   (United States)

^e UNIVERSITY OF TORONTO   (Canada)

Author keywords

Acute Physiology and Chronic Health Evaluation; Acute respiratory distress syndrome; Critical illness; Epidemiology; Prognosis; Regression analysis; Risk adjustment; Risk factors; Severity of illness index

Indexed keywords

ACUTE LUNG INJURY; ADULT; AGED; APACHE; ARTERIAL PH; ARTICLE; BIVARIATE ANALYSIS; CARBON DIOXIDE TENSION; CLINICAL FEATURE; COHORT ANALYSIS; COMORBIDITY; CONTROLLED STUDY; DEMOGRAPHY; DISEASE SEVERITY; FEMALE; HOSPITAL DISCHARGE; HUMAN; LUNG MINUTE VOLUME; MAJOR CLINICAL STUDY; MALE; MORTALITY; MULTIVARIATE ANALYSIS; OXYGEN SATURATION; PRIORITY JOURNAL; PROSPECTIVE STUDY; RISK FACTOR; ROC CURVE; SCORING SYSTEM;

EID: 42949133894     PISSN: 00903493     EISSN: None     Source Type: Journal    
DOI: 10.1097/CCM.0b013e318170a375     Document Type: Article

References (46)

1. OR Luhr K Antonsen M Karlsson 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 159 1999 1849 1861
2. AD Bersten C Edibam T Hunt Incidence and mortality of acute lung injury and the acute respiratory distress syndrome in three Australian states Am J Respir Crit Care Med 165 2002 443 448
3. GD Rubenfeld E Caldwell E Peabody Incidence and outcomes of acute lung injury N Engl J Med 353 2005 1685 1693
4. MS Herridge Prognostication and intensive care unit outcome: The evolving role of scoring systems Clin Chest Med 24 2003 751 762
5. SJ Pocock SE Assmann LE Enos Subgroup analysis, covariate adjustment and baseline comparisons in clinical trial reporting: Current practice and problems Stat Med 21 2002 2917 2930
6. LB Ware Prognostic determinants of acute respiratory distress syndrome in adults: Impact on clinical trial design Crit Care Med 33 2005 S217 S222
7. GD Rubenfeld Severity of illness measures RK Albert AS Slutsky VM Ranieri Clinical Critical Care Medicine 2006 Mosby-Elsevier Philadelphia 95 100
8. H Wunsch WT Linde-Zwirble DC Angus Methods to adjust for bias and confounding in critical care health services research involving observational data J Crit Care 21 2006 1 7
9. M Monchi F Bellenfant A Cariou Early predictive factors of survival in the acute respiratory distress syndrome: A multivariate analysis Am J Respir Crit Care Med 158 1998 1076 1081
10. A Vieillard-Baron E Girou E Valente Predictors of mortality in acute respiratory distress syndrome: Focus on the role of right heart catheterization Am J Respir Crit Care Med 161 2000 1597 1601
11. MD Eisner T Thompson LD Hudson Efficacy of low tidal volume ventilation in patients with different clinical risk factors for acute lung injury and the acute respiratory distress syndrome Am J Respir Crit Care Med 164 2001 231 236
12. TR Rocco Jr SE Reinert W Cioffi A 9-year, single-institution, retrospective review of death rate and prognostic factors in adult respiratory distress syndrome Ann Surg 233 2001 414 422
13. TJ Nuckton JA Alonso RH Kallet Pulmonary dead-space fraction as a risk factor for death in the acute respiratory distress syndrome N Engl J Med 346 2002 1281 1286
14. C Brun-Buisson C Minelli G Bertolini Epidemiology and outcome of acute lung injury in European intensive care units: Results from the ALIVE study Intensive Care Med 30 2004 51 61
15. JL Moran PJ Solomon V Fox Modelling thirty-day mortality in the acute respiratory distress syndrome (ARDS) in an adult ICU Anaesth Intensive Care 32 2004 317 329
16. WA Knaus X Sun RB Hakim Evaluation of definitions for adult respiratory distress syndrome Am J Respir Crit Care Med 150 1994 311 317
17. GR Bernard A Artigas KL Brigham The American-European Consensus Conference on ARDS: Definitions, mechanisms, relevant outcomes, and clinical trial coordination Am J Respir Crit Care Med 149 1994 818 824
18. WA Knaus EA Draper DP Wagner APACHE II: A severity of disease classification system Crit Care Med 13 1985 818 829
19. WA Knaus DP Wagner EA Draper The APACHE III prognostic system: Risk prediction of hospital mortality for critically ill hospitalized adults Chest 100 1991 1619 1636
20. ME Charlson P Pompei KL Ales A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation J Chronic Dis 40 1987 373 383
21. JR Le Gall S Lemeshow F Saulnier A new Simplified Acute Physiology Score (SAPS II) based on a European/North American multicenter study JAMA 270 1993 2957 2963
22. JE Zimmerman AA Kramer DS McNair Acute Physiology and Chronic Health Evaluation (APACHE) IV: Hospital mortality assessment for today's critically ill patients Crit Care Med 34 2006 1297 1310
23. DW Hosmer S Lemeshow Applied Logistic Regression 2000 Wiley New York
24. P Royston W Sauerbrei A new approach to modelling interactions between treatment and continuous covariates in clinical trials by using fractional polynomials Stat Med 23 2004 2509 2525
25. P Royston W Sauerbrei Building multivariable regression models with continuous covariates in clinical epidemiology—with an emphasis on fractional polynomials Methods Inf Med 44 2005 561 571
26. H Akaike Information theory and an extension of the maximum likelihood principle BN Petrov F Csaki 2nd International Symposium on Information Theory, 1973 Akademiai Kiado Budapest 267 281
27. MH Zweig G Campbell Receiver-operating characteristic (ROC) plots: A fundamental evaluation tool in clinical medicine Clin Chem 39 1993 561 577
28. ER DeLong DM DeLong DL Clarke-Pearson Comparing the areas under two or more correlated receiver operating characteristic curves: A nonparametric approach Biometrics 44 1988 837 845
29. EW Steyerberg FE Harrell Jr GJ Borsboom Internal validation of predictive models: Efficiency of some procedures for logistic regression analysis J Clin Epidemiol 54 2001 774 781
30. Ventilation with lower tidal volumes as compared with traditional tidal volumes for acute lung injury and the acute respiratory distress syndrome N Engl J Med 342 2000 1301 1308
31. Y Sakr JL Vincent K Reinhart High tidal volume and positive fluid balance are associated with worse outcome in acute lung injury Chest 128 2005 3098 3108
32. M Yilmaz MT Keegan R Iscimen Toward the prevention of acute lung injury: Protocol-guided limitation of large tidal volume ventilation and inappropriate transfusion Crit Care Med 35 2007 1660 1666
33. AE Morris RD Stapleton GD Rubenfeld The association between body mass index and clinical outcomes in acute lung injury Chest 131 2007 342 348
34. OR Luhr M Karlsson A Thorsteinsson The impact of respiratory variables on mortality in non-ARDS and ARDS patients requiring mechanical ventilation Intensive Care Med 26 2000 508 517
35. JM O’Brien Jr GS Phillips NA Ali Body mass index is independently associated with hospital mortality in mechanically ventilated adults with acute lung injury Crit Care Med 34 2006 738 744
36. P Krafft P Fridrich T Pernerstorfer The acute respiratory distress syndrome: Definitions, severity and clinical outcome: An analysis of 101 clinical investigations Intensive Care Med 22 1996 519 529
37. RG Spragg JF Lewis HD Walmrath Effect of recombinant surfactant protein C-based surfactant on the acute respiratory distress syndrome N Engl J Med 351 2004 884 892
38. P Royston DG Altman W Sauerbrei Dichotomizing continuous predictors in multiple regression: A bad idea Stat Med 25 2006 127 141
39. P Royston G Ambler W Sauerbrei The use of fractional polynomials to model continuous risk variables in epidemiology Int J Epidemiol 28 1999 964 974
40. DA Kregenow GD Rubenfeld LD Hudson Hypercapnic acidosis and mortality in acute lung injury Crit Care Med 34 2006 1 7
41. RP Moreno PG Metnitz E Almeida SAPS 3—From evaluation of the patient to evaluation of the intensive care unit: Part 2. Development of a prognostic model for hospital mortality at ICU admission Intensive Care Med 31 2005 1345 1355
42. L Gattinoni P Caironi M Cressoni Lung recruitment in patients with the acute respiratory distress syndrome N Engl J Med 354 2006 1775 1786
43. GD Rubenfeld E Caldwell J Granton Interobserver variability in applying a radiographic definition for ARDS Chest 116 1999 1347 1353
44. RD Stapleton BM Wang LD Hudson Causes and timing of death in patients with ARDS Chest 128 2005 525 532
45. RM Kacmarek HP Wiedemann PT Lavin Partial liquid ventilation in adult patients with acute respiratory distress syndrome Am J Respir Crit Care Med 173 2006 882 889
46. GD Perkins DF McAuley DR Thickett The beta-agonist lung injury trial (BALTI): A randomized placebo-controlled clinical trial Am J Respir Crit Care Med 173 2006 281 287