Skip to main content
Top
Published in: BMC Medical Informatics and Decision Making 1/2006

Open Access 01-12-2006 | Research article

A Markov computer simulation model of the economics of neuromuscular blockade in patients with acute respiratory distress syndrome

Authors: Alex Macario, John L Chow, Franklin Dexter

Published in: BMC Medical Informatics and Decision Making | Issue 1/2006

Login to get access

Abstract

Background

Management of acute respiratory distress syndrome (ARDS) in the intensive care unit (ICU) is clinically challenging and costly. Neuromuscular blocking agents may facilitate mechanical ventilation and improve oxygenation, but may result in prolonged recovery of neuromuscular function and acute quadriplegic myopathy syndrome (AQMS). The goal of this study was to address a hypothetical question via computer modeling: Would a reduction in intubation time of 6 hours and/or a reduction in the incidence of AQMS from 25% to 21%, provide enough benefit to justify a drug with an additional expenditure of $267 (the difference in acquisition cost between a generic and brand name neuromuscular blocker)?

Methods

The base case was a 55 year-old man in the ICU with ARDS who receives neuromuscular blockade for 3.5 days. A Markov model was designed with hypothetical patients in 1 of 6 mutually exclusive health states: ICU-intubated, ICU-extubated, hospital ward, long-term care, home, or death, over a period of 6 months. The net monetary benefit was computed.

Results

Our computer simulation modeling predicted the mean cost for ARDS patients receiving standard care for 6 months to be $62,238 (5% – 95% percentiles $42,259 – $83,766), with an overall 6-month mortality of 39%. Assuming a ceiling ratio of $35,000, even if a drug (that cost $267 more) hypothetically reduced AQMS from 25% to 21% and decreased intubation time by 6 hours, the net monetary benefit would only equal $137.

Conclusion

ARDS patients receiving a neuromuscular blocker have a high mortality, and unpredictable outcome, which results in large variability in costs per case. If a patient dies, there is no benefit to any drug that reduces ventilation time or AQMS incidence. A prospective, randomized pharmacoeconomic study of neuromuscular blockers in the ICU to asses AQMS or intubation times is impractical because of the highly variable clinical course of patients with ARDS.
Appendix
Available only for authorised users
Literature
1.
go back to reference Bernard GR, Artigas A, Brigham KL, Carlet J, Falke K, Hudson L, Lamy M, LeGall JR, Morris A, Spragg R: The American-European Consensus Conference on ARDS. Definitions, mechanisms, relevant outcomes, and clinical trial coordination. Am J Respir Crit Care Med. 1994, 149: 818-24.CrossRefPubMed Bernard GR, Artigas A, Brigham KL, Carlet J, Falke K, Hudson L, Lamy M, LeGall JR, Morris A, Spragg R: The American-European Consensus Conference on ARDS. Definitions, mechanisms, relevant outcomes, and clinical trial coordination. Am J Respir Crit Care Med. 1994, 149: 818-24.CrossRefPubMed
2.
go back to reference De Jonghe B, Sharshar T, Lefaucheur JP, Authier FJ, Durand-Zaleski I, Boussarsar M, Cerf C, Renaud E, Mesrati F, Carlet J, Raphael JC, Outin H, Bastuji-Garin S, Groupe de Reflexion et d'Etude des Neuromyopathies en Reanimation: Paresis acquired in the intensive care unit: a prospective multicenter study. JAMA. 2002, 288: 2859-67. 10.1001/jama.288.22.2859.CrossRefPubMed De Jonghe B, Sharshar T, Lefaucheur JP, Authier FJ, Durand-Zaleski I, Boussarsar M, Cerf C, Renaud E, Mesrati F, Carlet J, Raphael JC, Outin H, Bastuji-Garin S, Groupe de Reflexion et d'Etude des Neuromyopathies en Reanimation: Paresis acquired in the intensive care unit: a prospective multicenter study. JAMA. 2002, 288: 2859-67. 10.1001/jama.288.22.2859.CrossRefPubMed
3.
go back to reference Murray MJ, Cowen J, DeBlock H, Erstad B, Gray AW, Tescher AN, McGee WT, Prielipp RC, Susla G, Jacobi J, Nasraway SA, Lumb PD, Task Force of the American College of Critical Care Medicine (ACCM) of the Society of Critical Care Medicine (SCCM), American Society of Health-System Pharmacists, American College of Chest Physicians: Clinical practice guidelines for sustained neuromuscular blockade in the adult critically ill patient. Crit Care Med. 2002, 30 (1): 142-56. 10.1097/00003246-200201000-00021.CrossRefPubMed Murray MJ, Cowen J, DeBlock H, Erstad B, Gray AW, Tescher AN, McGee WT, Prielipp RC, Susla G, Jacobi J, Nasraway SA, Lumb PD, Task Force of the American College of Critical Care Medicine (ACCM) of the Society of Critical Care Medicine (SCCM), American Society of Health-System Pharmacists, American College of Chest Physicians: Clinical practice guidelines for sustained neuromuscular blockade in the adult critically ill patient. Crit Care Med. 2002, 30 (1): 142-56. 10.1097/00003246-200201000-00021.CrossRefPubMed
4.
go back to reference Prielipp RC, Coursin DB, Scuderi PE, Bowton DL, Ford SR, Cardenas VJ, Vender J, Howard D, Casale EJ, Murray MJ: Comparison of the infusion requirements and recovery profiles of vecuronium and cisatracurium 51W89 in intensive care unit patients. Anesth Analg. 1995, 81: 3-12. 10.1097/00000539-199507000-00002.PubMed Prielipp RC, Coursin DB, Scuderi PE, Bowton DL, Ford SR, Cardenas VJ, Vender J, Howard D, Casale EJ, Murray MJ: Comparison of the infusion requirements and recovery profiles of vecuronium and cisatracurium 51W89 in intensive care unit patients. Anesth Analg. 1995, 81: 3-12. 10.1097/00000539-199507000-00002.PubMed
5.
go back to reference Russell L, Gold M, Siegel J, Daniels N, Winstein M: The role of cost-effectiveness analysis in health and medicine: Panel on cost-effectiveness in health and medicine. JAMA. 1996, 276: 1172-1177. 10.1001/jama.276.14.1172.CrossRefPubMed Russell L, Gold M, Siegel J, Daniels N, Winstein M: The role of cost-effectiveness analysis in health and medicine: Panel on cost-effectiveness in health and medicine. JAMA. 1996, 276: 1172-1177. 10.1001/jama.276.14.1172.CrossRefPubMed
6.
go back to reference Escolano S, Golmard JL, Korinek AM, Mallet A: A multi-state model for evolution of intensive care unit patients: prediction of nosocomial infections and deaths. Stat Med. 2000, 19 (24): 3465-82. 10.1002/1097-0258(20001230)19:24<3465::AID-SIM658>3.0.CO;2-6.CrossRefPubMed Escolano S, Golmard JL, Korinek AM, Mallet A: A multi-state model for evolution of intensive care unit patients: prediction of nosocomial infections and deaths. Stat Med. 2000, 19 (24): 3465-82. 10.1002/1097-0258(20001230)19:24<3465::AID-SIM658>3.0.CO;2-6.CrossRefPubMed
7.
go back to reference Rangel-Frausto MS, Pittet D, Hwang T, Woolson RF, Wenzel RP: The dynamics of disease progression in sepsis: Markov modeling describing the natural history and the likely impact of effective antisepsis agents. Clin Infect Dis. 1998, 27 (1): 185-90.CrossRefPubMed Rangel-Frausto MS, Pittet D, Hwang T, Woolson RF, Wenzel RP: The dynamics of disease progression in sepsis: Markov modeling describing the natural history and the likely impact of effective antisepsis agents. Clin Infect Dis. 1998, 27 (1): 185-90.CrossRefPubMed
8.
go back to reference O'Brien BJ, Briggs AH: Analysis of uncertainty in health care cost-effectiveness studies: an introduction to statistical issues and methods. Stat Methods Med Res. 2002, 11 (6): 455-68. 10.1191/0962280202sm304ra.CrossRefPubMed O'Brien BJ, Briggs AH: Analysis of uncertainty in health care cost-effectiveness studies: an introduction to statistical issues and methods. Stat Methods Med Res. 2002, 11 (6): 455-68. 10.1191/0962280202sm304ra.CrossRefPubMed
9.
go back to reference Stinett AA, Mullahy J: Net health benefits: A new framework for the analysis of uncertainty in cost-effectiveness analysis. Med Decis Making. 1998, 18: S68-S80.CrossRef Stinett AA, Mullahy J: Net health benefits: A new framework for the analysis of uncertainty in cost-effectiveness analysis. Med Decis Making. 1998, 18: S68-S80.CrossRef
10.
go back to reference Lothgren M, Zethraeus N: Definition, interpretation and calculation of cost-effectiveness acceptability curves. Health Econ. 2000, 9: 623-630. 10.1002/1099-1050(200010)9:7<623::AID-HEC539>3.0.CO;2-V.CrossRefPubMed Lothgren M, Zethraeus N: Definition, interpretation and calculation of cost-effectiveness acceptability curves. Health Econ. 2000, 9: 623-630. 10.1002/1099-1050(200010)9:7<623::AID-HEC539>3.0.CO;2-V.CrossRefPubMed
11.
go back to reference Noseworthy TW, Konopad E, Shustack A, Johnston R, Grace M: Cost accounting of adult intensive care: methods and human and capital inputs. Crit Care Med. 1996, 24: 1168-1172. 10.1097/00003246-199607000-00017.CrossRefPubMed Noseworthy TW, Konopad E, Shustack A, Johnston R, Grace M: Cost accounting of adult intensive care: methods and human and capital inputs. Crit Care Med. 1996, 24: 1168-1172. 10.1097/00003246-199607000-00017.CrossRefPubMed
12.
go back to reference Heyland DK, Guyatt G, Cook DJ, Meade M, Juniper E, Cronin L, Gafni A: Frequency and methodologic rigor of quality-of-life assessments in the critical care literature. Crit Care Med. 1998, 26 (3): 591-8. 10.1097/00003246-199803000-00037.CrossRefPubMed Heyland DK, Guyatt G, Cook DJ, Meade M, Juniper E, Cronin L, Gafni A: Frequency and methodologic rigor of quality-of-life assessments in the critical care literature. Crit Care Med. 1998, 26 (3): 591-8. 10.1097/00003246-199803000-00037.CrossRefPubMed
13.
go back to reference Angus DC, Musthafa AA, Clermont G, Griffin MF, Linde-Zwirble WT, Dremsizov TT, Pinsky MR: Quality-adjusted survival in the first year after the acute respiratory distress syndrome. Am J Respir Crit Care Med. 2001, 163: 1389-1394.CrossRefPubMed Angus DC, Musthafa AA, Clermont G, Griffin MF, Linde-Zwirble WT, Dremsizov TT, Pinsky MR: Quality-adjusted survival in the first year after the acute respiratory distress syndrome. Am J Respir Crit Care Med. 2001, 163: 1389-1394.CrossRefPubMed
14.
go back to reference Kerridge RK, Glasziou PP, Hillman KM: The use of 'quality-adjusted life years' (QALYs) to evaluate treatment in intensive care. Anaesth Intensive Care. 1995, 23: 322-331.PubMed Kerridge RK, Glasziou PP, Hillman KM: The use of 'quality-adjusted life years' (QALYs) to evaluate treatment in intensive care. Anaesth Intensive Care. 1995, 23: 322-331.PubMed
15.
go back to reference Rosser R, Kind P: A scale of valuations of states of illness: is there a social consensus?. Int J Epidemiol. 1978, 7: 347-58.CrossRefPubMed Rosser R, Kind P: A scale of valuations of states of illness: is there a social consensus?. Int J Epidemiol. 1978, 7: 347-58.CrossRefPubMed
16.
go back to reference The EuroQol Group: EuroQol-a new facility for the measurement of health-related quality of life. Health Policy. 1990, 16: 199-208. 10.1016/0168-8510(90)90421-9.CrossRef The EuroQol Group: EuroQol-a new facility for the measurement of health-related quality of life. Health Policy. 1990, 16: 199-208. 10.1016/0168-8510(90)90421-9.CrossRef
17.
go back to reference Doubilet P, Begg C, Weinstein M, Braun P, McNeil B: Probabilitic senstivity analysis using Monte-Carlo simulation. Med Dec Making. 1985, 5: 157-77.CrossRef Doubilet P, Begg C, Weinstein M, Braun P, McNeil B: Probabilitic senstivity analysis using Monte-Carlo simulation. Med Dec Making. 1985, 5: 157-77.CrossRef
18.
go back to reference No authors listed: Understanding costs and cost-effectiveness in critical care: report from the second American Thoracic Society workshop on outcomes research. Am J Respir Crit Care Med. 2002, 165 (4): 540-50.CrossRef No authors listed: Understanding costs and cost-effectiveness in critical care: report from the second American Thoracic Society workshop on outcomes research. Am J Respir Crit Care Med. 2002, 165 (4): 540-50.CrossRef
19.
go back to reference Frankel H, Jeng J, Tilly E, St Andre A, Champion H: The impact of implementation of neuromuscular blockade monitoring standards in a surgical intensive care unit. Am Surg. 1996, 62 (6): 503-6.PubMed Frankel H, Jeng J, Tilly E, St Andre A, Champion H: The impact of implementation of neuromuscular blockade monitoring standards in a surgical intensive care unit. Am Surg. 1996, 62 (6): 503-6.PubMed
20.
go back to reference Spicher JE, White DP: Outcome and function following prolonged mechanical ventilation. Arch Intern Med. 1987, 147 (3): 421-5. 10.1001/archinte.147.3.421.CrossRefPubMed Spicher JE, White DP: Outcome and function following prolonged mechanical ventilation. Arch Intern Med. 1987, 147 (3): 421-5. 10.1001/archinte.147.3.421.CrossRefPubMed
21.
go back to reference Schoenfeld DA, Bernard GR: Statistical evaluation of ventilator-free days as an efficacy measure in clinical trials of treatments for acute respiratory distress syndrome. Crit Care Med. 2002, 30 (8): 1772-7. 10.1097/00003246-200208000-00016.CrossRefPubMed Schoenfeld DA, Bernard GR: Statistical evaluation of ventilator-free days as an efficacy measure in clinical trials of treatments for acute respiratory distress syndrome. Crit Care Med. 2002, 30 (8): 1772-7. 10.1097/00003246-200208000-00016.CrossRefPubMed
22.
go back to reference Shorr AF: An update on cost-effectiveness analysis in critical care. Curr Opin Crit Care. 2002, 8 (4): 337-43. 10.1097/00075198-200208000-00011.CrossRefPubMed Shorr AF: An update on cost-effectiveness analysis in critical care. Curr Opin Crit Care. 2002, 8 (4): 337-43. 10.1097/00075198-200208000-00011.CrossRefPubMed
23.
go back to reference Jacobs P, Edbrooke D, Hibbert C, Fassbender K, Corcoran M: Descriptive patient data as an explanation for the variation in average daily costs in intensive care. Anaesthesia. 2001, 56 (7): 643-7. 10.1046/j.1365-2044.2001.02052.x.CrossRefPubMed Jacobs P, Edbrooke D, Hibbert C, Fassbender K, Corcoran M: Descriptive patient data as an explanation for the variation in average daily costs in intensive care. Anaesthesia. 2001, 56 (7): 643-7. 10.1046/j.1365-2044.2001.02052.x.CrossRefPubMed
24.
go back to reference Edbrooke DL, Ridley SA, Hibbert CL, Corcoran M: Variations in expenditure between adult general intensive care units in the UK. Anaesthesia. 2001, 56: 208-216. 10.1046/j.1365-2044.2001.01716.x.CrossRefPubMed Edbrooke DL, Ridley SA, Hibbert CL, Corcoran M: Variations in expenditure between adult general intensive care units in the UK. Anaesthesia. 2001, 56: 208-216. 10.1046/j.1365-2044.2001.01716.x.CrossRefPubMed
25.
go back to reference Graf J, Graf C, Janssens U: Analysis of resource use and cost-generating factors in a German medical intensive care unit employing the Therapeutic Intervention Scoring System (TISS-28). Intensive Care Med. 2002, 28: 324-331. 10.1007/s00134-001-1201-6.CrossRefPubMed Graf J, Graf C, Janssens U: Analysis of resource use and cost-generating factors in a German medical intensive care unit employing the Therapeutic Intervention Scoring System (TISS-28). Intensive Care Med. 2002, 28: 324-331. 10.1007/s00134-001-1201-6.CrossRefPubMed
26.
27.
go back to reference Manns BJ, Lee H, Doig CJ, Johnson D, Donaldson C: An economic evaluation of activated protein C treatment for severe sepsis. N Engl J Med. 2002, 347: 993-1000. 10.1056/NEJMsa020969.CrossRefPubMed Manns BJ, Lee H, Doig CJ, Johnson D, Donaldson C: An economic evaluation of activated protein C treatment for severe sepsis. N Engl J Med. 2002, 347: 993-1000. 10.1056/NEJMsa020969.CrossRefPubMed
28.
go back to reference Heyland DK, Konopad E, Noseworthy TW, Johnston R, Gafni A: Is it "worthwhile" to continue treating patients with a prolonged stay (>14 days) in the ICU? An economic evaluation. Chest. 1998, 114: 192-198.CrossRefPubMed Heyland DK, Konopad E, Noseworthy TW, Johnston R, Gafni A: Is it "worthwhile" to continue treating patients with a prolonged stay (>14 days) in the ICU? An economic evaluation. Chest. 1998, 114: 192-198.CrossRefPubMed
29.
go back to reference Chaix C, Durand Zaleski I, Alberti C, Brun-Buisson C: A model to compute the medical cost of patients in intensive care. Pharmacoeconomics. 1999, 15 (6): 573-582. 10.2165/00019053-199915060-00005.CrossRefPubMed Chaix C, Durand Zaleski I, Alberti C, Brun-Buisson C: A model to compute the medical cost of patients in intensive care. Pharmacoeconomics. 1999, 15 (6): 573-582. 10.2165/00019053-199915060-00005.CrossRefPubMed
30.
go back to reference Taheri PA, Butz DA, Greenfield LJ: Length of stay has minimal impact on the cost of hospital admission. J Am Coll Surg. 2000, 191 (2): 123-30. 10.1016/S1072-7515(00)00352-5.CrossRefPubMed Taheri PA, Butz DA, Greenfield LJ: Length of stay has minimal impact on the cost of hospital admission. J Am Coll Surg. 2000, 191 (2): 123-30. 10.1016/S1072-7515(00)00352-5.CrossRefPubMed
31.
go back to reference Dasgupta A, Rice R, Mascha E, Litaker D, Stoller JK: Four-year experience with a unit for long-term ventilation (respiratory special care unit) at the Cleveland Clinic Foundation. Chest. 1999, 116 (2): 447-455. 10.1378/chest.116.2.447.CrossRefPubMed Dasgupta A, Rice R, Mascha E, Litaker D, Stoller JK: Four-year experience with a unit for long-term ventilation (respiratory special care unit) at the Cleveland Clinic Foundation. Chest. 1999, 116 (2): 447-455. 10.1378/chest.116.2.447.CrossRefPubMed
32.
go back to reference Tsevat J, Cook EF, Green ML, Matchar DB, Dawson NV, Broste SK, Wu AW, Phillips RS, Oye RK, Goldman L: Health values of the seriously ill. SUPPORT Investigators. Ann Intern Med. 1995, 122: 514-520.CrossRefPubMed Tsevat J, Cook EF, Green ML, Matchar DB, Dawson NV, Broste SK, Wu AW, Phillips RS, Oye RK, Goldman L: Health values of the seriously ill. SUPPORT Investigators. Ann Intern Med. 1995, 122: 514-520.CrossRefPubMed
33.
go back to reference Lee CL, Liu TL, Wu LJ, Chung UL, Lee LC: Cost and care quality between licensed nursing homes under different types of ownership. J Nurs Res. 2002, 10 (2): 151-60.CrossRefPubMed Lee CL, Liu TL, Wu LJ, Chung UL, Lee LC: Cost and care quality between licensed nursing homes under different types of ownership. J Nurs Res. 2002, 10 (2): 151-60.CrossRefPubMed
34.
go back to reference Sznajder M, Aegerter P, Launois R, Merliere Y, CubRea : A cost-effectiveness analysis of stays in intensive care units. Intensive Care Med. 2001, 27 (1): 146-53. 10.1007/s001340000760.CrossRefPubMed Sznajder M, Aegerter P, Launois R, Merliere Y, CubRea : A cost-effectiveness analysis of stays in intensive care units. Intensive Care Med. 2001, 27 (1): 146-53. 10.1007/s001340000760.CrossRefPubMed
35.
go back to reference Nichol MB, Sengupta N, Globe DR: Evaluating quality-adjusted life years: estimation of the health utility index (HUI2) from the SF-36. Med Decis Making. 2001, 21 (2): 105-12. 10.1177/02729890122062352.CrossRefPubMed Nichol MB, Sengupta N, Globe DR: Evaluating quality-adjusted life years: estimation of the health utility index (HUI2) from the SF-36. Med Decis Making. 2001, 21 (2): 105-12. 10.1177/02729890122062352.CrossRefPubMed
36.
go back to reference Davidson TA, Caldwell ES, Curtis JR, Hudson LD, Steinberg KP: Reduced quality of life in survivors of acute respiratory distress syndrome compared with critically ill control patients. JAMA. 1999, 281 (4): 354-60. 10.1001/jama.281.4.354.CrossRefPubMed Davidson TA, Caldwell ES, Curtis JR, Hudson LD, Steinberg KP: Reduced quality of life in survivors of acute respiratory distress syndrome compared with critically ill control patients. JAMA. 1999, 281 (4): 354-60. 10.1001/jama.281.4.354.CrossRefPubMed
37.
go back to reference Cooper AB, Ferguson ND, Hanly PJ, Meade MO, Kachura JR, Granton JT, Slutsky AS, Stewart TE: Long-term follow-up of survivors of acute lung injury: lack of effect of a ventilation strategy to prevent barotrauma. Crit Care Med. 1999, 27 (12): 2616-21. 10.1097/00003246-199912000-00002.CrossRefPubMed Cooper AB, Ferguson ND, Hanly PJ, Meade MO, Kachura JR, Granton JT, Slutsky AS, Stewart TE: Long-term follow-up of survivors of acute lung injury: lack of effect of a ventilation strategy to prevent barotrauma. Crit Care Med. 1999, 27 (12): 2616-21. 10.1097/00003246-199912000-00002.CrossRefPubMed
38.
go back to reference Hamel MB, Phillips RS, Davis RB, Teno J, Connors AF, Desbiens N, Lynn J, Dawson NV, Fulkerson W, Tsevat J: Outcomes and cost-effectiveness of ventilator support and aggressive care for patients with acute respiratory failure due to pneumonia or acute respiratory distress syndrome. Am J Med. 2000, 109 (8): 614-20. 10.1016/S0002-9343(00)00591-X.CrossRefPubMed Hamel MB, Phillips RS, Davis RB, Teno J, Connors AF, Desbiens N, Lynn J, Dawson NV, Fulkerson W, Tsevat J: Outcomes and cost-effectiveness of ventilator support and aggressive care for patients with acute respiratory failure due to pneumonia or acute respiratory distress syndrome. Am J Med. 2000, 109 (8): 614-20. 10.1016/S0002-9343(00)00591-X.CrossRefPubMed
39.
go back to reference McHugh LG, Milberg JA, Whitcomb ME, Schoene RB, Maunder RJ, Hudson LD: Recovery of function in survivors of the acute respiratory distress syndrome. Am J Respir Crit Care Med. 1994, 150: 90-94.CrossRefPubMed McHugh LG, Milberg JA, Whitcomb ME, Schoene RB, Maunder RJ, Hudson LD: Recovery of function in survivors of the acute respiratory distress syndrome. Am J Respir Crit Care Med. 1994, 150: 90-94.CrossRefPubMed
40.
go back to reference Derdak S, Mehta S, Stewart TE, Smith T, Rogers M, Buchman TG, Carlin B, Lowson S, Granton J, Multicenter Oscillatory Ventilation For Acute Respiratory Distress Syndrome Trial (MOAT) Study Investigators: High-frequency oscillatory ventilation for acute respiratory distress syndrome in adults: a randomized, controlled trial. Am J Respir Crit Care Med. 2002, 166 (6): 801-8. 10.1164/rccm.2108052.CrossRefPubMed Derdak S, Mehta S, Stewart TE, Smith T, Rogers M, Buchman TG, Carlin B, Lowson S, Granton J, Multicenter Oscillatory Ventilation For Acute Respiratory Distress Syndrome Trial (MOAT) Study Investigators: High-frequency oscillatory ventilation for acute respiratory distress syndrome in adults: a randomized, controlled trial. Am J Respir Crit Care Med. 2002, 166 (6): 801-8. 10.1164/rccm.2108052.CrossRefPubMed
41.
go back to reference Eisner MD, Thompson T, Hudson LD, Luce JM, Hayden D, Schoenfeld D, Matthay MA, Acute Respiratory Distress Syndrome Network: 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. 2001, 164 (2): 231-6.CrossRefPubMed Eisner MD, Thompson T, Hudson LD, Luce JM, Hayden D, Schoenfeld D, Matthay MA, Acute Respiratory Distress Syndrome Network: 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. 2001, 164 (2): 231-6.CrossRefPubMed
42.
go back to reference Gattinoni L, Tognoni G, Pesenti A, Taccone P, Mascheroni D, Labarta V, Malacrida R, Di Giulio P, Fumagalli R, Pelosi P, Brazzi L, Latini R, Prone-Supine Study Group: Effect of prone positioning on the survival of patients with acute respiratory failure. N Engl J Med. 2001, 345 (8): 568-73. 10.1056/NEJMoa010043.CrossRefPubMed Gattinoni L, Tognoni G, Pesenti A, Taccone P, Mascheroni D, Labarta V, Malacrida R, Di Giulio P, Fumagalli R, Pelosi P, Brazzi L, Latini R, Prone-Supine Study Group: Effect of prone positioning on the survival of patients with acute respiratory failure. N Engl J Med. 2001, 345 (8): 568-73. 10.1056/NEJMoa010043.CrossRefPubMed
43.
go back to reference No authors listed: Ketoconazole for early treatment of acute lung injury and acute respiratory distress syndrome: a randomized controlled trial. The ARDS Network. JAMA. 2000, 283 (15): 1995-2002. 10.1001/jama.283.15.1995.CrossRef No authors listed: Ketoconazole for early treatment of acute lung injury and acute respiratory distress syndrome: a randomized controlled trial. The ARDS Network. JAMA. 2000, 283 (15): 1995-2002. 10.1001/jama.283.15.1995.CrossRef
44.
go back to reference Ely EW, Wheeler AP, Thompson BT, Ancukiewicz M, Steinberg KP, Bernard GR: Recovery rate and prognosis in older persons who develop acute lung injury and the acute respiratory distress syndrome. Ann Intern Med. 2002, 136 (1): 25-36.PubMed Ely EW, Wheeler AP, Thompson BT, Ancukiewicz M, Steinberg KP, Bernard GR: Recovery rate and prognosis in older persons who develop acute lung injury and the acute respiratory distress syndrome. Ann Intern Med. 2002, 136 (1): 25-36.PubMed
45.
go back to reference Lagneau F, D'honneur G, Plaud B, Mantz J, Gillart T, Duvaldestin P, Marty J, Clyti N, Pourriat JL: A comparison of two depths of prolonged neuromuscular blockade induced by cisatracurium in mechanically ventilated critically ill patients. Intensive Care Med. 2002, 28 (12): 1735-41. 10.1007/s00134-002-1508-y.CrossRefPubMed Lagneau F, D'honneur G, Plaud B, Mantz J, Gillart T, Duvaldestin P, Marty J, Clyti N, Pourriat JL: A comparison of two depths of prolonged neuromuscular blockade induced by cisatracurium in mechanically ventilated critically ill patients. Intensive Care Med. 2002, 28 (12): 1735-41. 10.1007/s00134-002-1508-y.CrossRefPubMed
46.
go back to reference Estenssoro E, Dubin A, Laffaire E, Canales H, Saenz G, Moseinco M, Pozo M, Gomez A, Baredes N, Jannello G, Osatnik J: Incidence, clinical course, and outcome in 217 patients with acute respiratory distress syndrome. Crit Care Med. 2002, 30 (11): 2450-6. 10.1097/00003246-200211000-00008.CrossRefPubMed Estenssoro E, Dubin A, Laffaire E, Canales H, Saenz G, Moseinco M, Pozo M, Gomez A, Baredes N, Jannello G, Osatnik J: Incidence, clinical course, and outcome in 217 patients with acute respiratory distress syndrome. Crit Care Med. 2002, 30 (11): 2450-6. 10.1097/00003246-200211000-00008.CrossRefPubMed
47.
go back to reference Luhr OR, Antonsen K, Karlsson M, Aardal S, Thorsteinsson A, Frostell CG, Bonde J: 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 (6): 1849-61.CrossRefPubMed Luhr OR, Antonsen K, Karlsson M, Aardal S, Thorsteinsson A, Frostell CG, Bonde J: 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 (6): 1849-61.CrossRefPubMed
48.
go back to reference Davidson TA, Rubenfeld GD, Caldwell ES, Hudson LD, Steinberg KP: The effect of acute respiratory distress syndrome on long-term survival. Am J Respir Crit Care Med. 1999, 160 (6): 1838-42.CrossRefPubMed Davidson TA, Rubenfeld GD, Caldwell ES, Hudson LD, Steinberg KP: The effect of acute respiratory distress syndrome on long-term survival. Am J Respir Crit Care Med. 1999, 160 (6): 1838-42.CrossRefPubMed
49.
go back to reference Arroliga AC, Ghamra ZW, Perez Trepichio A, Perez Trepichio P, Komara JJ, Smith A, Wiedemann HP: Incidence of ARDS in an adult population of northeast Ohio. Chest. 2002, 121 (6): 1972-6. 10.1378/chest.121.6.1972.CrossRefPubMed Arroliga AC, Ghamra ZW, Perez Trepichio A, Perez Trepichio P, Komara JJ, Smith A, Wiedemann HP: Incidence of ARDS in an adult population of northeast Ohio. Chest. 2002, 121 (6): 1972-6. 10.1378/chest.121.6.1972.CrossRefPubMed
50.
go back to reference Reynolds HN, McCunn M, Borg U, Habashi N, Cottingham C, Bar-Lavi Y: Acute respiratory distress syndrome: estimated incidence and mortality rate in a 5 million-person population base. Crit Care. 1998, 2 (1): 29-34. 10.1186/cc121.CrossRefPubMedPubMedCentral Reynolds HN, McCunn M, Borg U, Habashi N, Cottingham C, Bar-Lavi Y: Acute respiratory distress syndrome: estimated incidence and mortality rate in a 5 million-person population base. Crit Care. 1998, 2 (1): 29-34. 10.1186/cc121.CrossRefPubMedPubMedCentral
51.
go back to reference Fialkow L, Vieira SR, Fernandes AK, Silva DR, Bozzetti MC: Acute lung injury and acute respiratory distress syndrome at the intensive care unit of a general university hospital in Brazil. An epidemiological study using the American-European Consensus Criteria. Intensive Care Med. 2002, 28 (11): 1644-8. 10.1007/s00134-002-1507-z.CrossRefPubMed Fialkow L, Vieira SR, Fernandes AK, Silva DR, Bozzetti MC: Acute lung injury and acute respiratory distress syndrome at the intensive care unit of a general university hospital in Brazil. An epidemiological study using the American-European Consensus Criteria. Intensive Care Med. 2002, 28 (11): 1644-8. 10.1007/s00134-002-1507-z.CrossRefPubMed
52.
go back to reference Newman PJ, Quinn AC, Grounds RM, Hunter JM, Boyd AH, Eastwood NB, Pollard BJ, Pearson AJ, Harper NJ, Beale RJ, Sutjarittam M, Elliot JM, Bion JF: A comparison of cisatracurium (51W89) and atracurium by infusion in critically ill patients. Crit Care Med. 1997, 25: 1139-1142. 10.1097/00003246-199707000-00013.CrossRefPubMed Newman PJ, Quinn AC, Grounds RM, Hunter JM, Boyd AH, Eastwood NB, Pollard BJ, Pearson AJ, Harper NJ, Beale RJ, Sutjarittam M, Elliot JM, Bion JF: A comparison of cisatracurium (51W89) and atracurium by infusion in critically ill patients. Crit Care Med. 1997, 25: 1139-1142. 10.1097/00003246-199707000-00013.CrossRefPubMed
53.
go back to reference Rudis MI, Sikora CA, Angus E, Peterson E, Popovich J, Hyzy R, Zarowitz BJ: A prospective, randomized, controlled evaluation of peripheral nerve stimulation versus standard clinical dosing of neuromuscular blocking agents in critically ill patients. Crit Care Med. 1997, 25: 575-583. 10.1097/00003246-199704000-00005.CrossRefPubMed Rudis MI, Sikora CA, Angus E, Peterson E, Popovich J, Hyzy R, Zarowitz BJ: A prospective, randomized, controlled evaluation of peripheral nerve stimulation versus standard clinical dosing of neuromuscular blocking agents in critically ill patients. Crit Care Med. 1997, 25: 575-583. 10.1097/00003246-199704000-00005.CrossRefPubMed
54.
go back to reference Kupfer Y, Namba T, Kaldawi E, Tessler S: Prolonged weakness after long-term infusion of vecuronium bromide. Ann Intern Med. 1992, 117 (6): 484-6.CrossRefPubMed Kupfer Y, Namba T, Kaldawi E, Tessler S: Prolonged weakness after long-term infusion of vecuronium bromide. Ann Intern Med. 1992, 117 (6): 484-6.CrossRefPubMed
55.
go back to reference Douglass JA, Tuxen DV, Horne M, Scheinkestel CD, Weinmann M, Czarny D, Bowes G: Myopathy in severe asthma. Am Rev Respir Dis. 1992, 146 (2): 517-9.CrossRefPubMed Douglass JA, Tuxen DV, Horne M, Scheinkestel CD, Weinmann M, Czarny D, Bowes G: Myopathy in severe asthma. Am Rev Respir Dis. 1992, 146 (2): 517-9.CrossRefPubMed
56.
go back to reference Segredo V, Caldwell JE, Matthay MA, Sharma ML, Gruenke LD, Miller RD: Persistent paralysis in critically ill patients after long-term administration of vecuronium. N Engl J Med. 1992, 327: 524-528.CrossRefPubMed Segredo V, Caldwell JE, Matthay MA, Sharma ML, Gruenke LD, Miller RD: Persistent paralysis in critically ill patients after long-term administration of vecuronium. N Engl J Med. 1992, 327: 524-528.CrossRefPubMed
57.
go back to reference de Lemos JM, Carr RR, Shalansky KF, Bevan D, Ronco JJ: Paralysis in the critically ill: Intermittent bolus pancuronium compared with continuous infusion. Crit Care Med. 1999, 27: 2648-2655. 10.1097/00003246-199912000-00007.CrossRefPubMed de Lemos JM, Carr RR, Shalansky KF, Bevan D, Ronco JJ: Paralysis in the critically ill: Intermittent bolus pancuronium compared with continuous infusion. Crit Care Med. 1999, 27: 2648-2655. 10.1097/00003246-199912000-00007.CrossRefPubMed
58.
go back to reference Khuenl-Brady KS, Reitstatter B, Schlager A, Schreithofer D, Luger T, Seyr M, Mutz N, Agoston S: Long-term administration of pancuronium and pipecuronium in the intensive care unit. Anesth Analg. 1994, 78 (6): 1082-6.CrossRefPubMed Khuenl-Brady KS, Reitstatter B, Schlager A, Schreithofer D, Luger T, Seyr M, Mutz N, Agoston S: Long-term administration of pancuronium and pipecuronium in the intensive care unit. Anesth Analg. 1994, 78 (6): 1082-6.CrossRefPubMed
59.
go back to reference Leatherman JW, Fluegel WL, David WS, Davies SF, Iber C: Muscle weakness in mechanically ventilated patients with severe asthma. Am J Respir Crit Care Med. 1996, 153: 1686-1690.CrossRefPubMed Leatherman JW, Fluegel WL, David WS, Davies SF, Iber C: Muscle weakness in mechanically ventilated patients with severe asthma. Am J Respir Crit Care Med. 1996, 153: 1686-1690.CrossRefPubMed
60.
go back to reference Coakley JH, Nagendran K, Yarwood GD, Honavar M, Hinds CJ: Patterns of neurophysiological abnormality in prolonged critical illness. Intensive Care Med. 1998, 24 (8): 801-7. 10.1007/s001340050669.CrossRefPubMed Coakley JH, Nagendran K, Yarwood GD, Honavar M, Hinds CJ: Patterns of neurophysiological abnormality in prolonged critical illness. Intensive Care Med. 1998, 24 (8): 801-7. 10.1007/s001340050669.CrossRefPubMed
61.
go back to reference Murray MJ, Coursin DB, Scuderi PE, Kamath G, Prough DS, Howard DM, Abou-Donia MA: Double-blind, randomized, multicenter study of doxacurium vs. pancuronium in intensive care unit patients who require neuromuscular blocking agents. Crit Care Med. 1995, 23: 450-458. 10.1097/00003246-199503000-00007.CrossRefPubMed Murray MJ, Coursin DB, Scuderi PE, Kamath G, Prough DS, Howard DM, Abou-Donia MA: Double-blind, randomized, multicenter study of doxacurium vs. pancuronium in intensive care unit patients who require neuromuscular blocking agents. Crit Care Med. 1995, 23: 450-458. 10.1097/00003246-199503000-00007.CrossRefPubMed
62.
go back to reference Coakley JH, Nagendran K, Honavar M, Hinds CJ: Preliminary observations on the neuromuscular abnormalities in patients with organ failure and sepsis. Intensive Care Med. 1993, 19 (6): 323-8. 10.1007/BF01694705.CrossRefPubMed Coakley JH, Nagendran K, Honavar M, Hinds CJ: Preliminary observations on the neuromuscular abnormalities in patients with organ failure and sepsis. Intensive Care Med. 1993, 19 (6): 323-8. 10.1007/BF01694705.CrossRefPubMed
Metadata
Title
A Markov computer simulation model of the economics of neuromuscular blockade in patients with acute respiratory distress syndrome
Authors
Alex Macario
John L Chow
Franklin Dexter
Publication date
01-12-2006
Publisher
BioMed Central
Published in
BMC Medical Informatics and Decision Making / Issue 1/2006
Electronic ISSN: 1472-6947
DOI
https://doi.org/10.1186/1472-6947-6-15

Other articles of this Issue 1/2006

BMC Medical Informatics and Decision Making 1/2006 Go to the issue