A Systematic Review and Meta-Analysis on the Use of Preemptive Hemodynamic Intervention to Improve Postoperative Outcomes in Moderate and High-Risk Surgical Patients : Anesthesia & Analgesia

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Critical Care, Trauma, and Resuscitation: Research Reports

A Systematic Review and Meta-Analysis on the Use of Preemptive Hemodynamic Intervention to Improve Postoperative Outcomes in Moderate and High-Risk Surgical Patients

Hamilton, Mark A. MRCP, FRCA; Cecconi, Maurizio MD; Rhodes, Andrew FRCP, FRCA

Author Information
Anesthesia & Analgesia 112(6):p 1392-1402, June 2011. | DOI: 10.1213/ANE.0b013e3181eeaae5

Major surgery is associated with a significant and quantifiable rate of both morbidity and mortality.1,2 This risk of adverse events is increased in groups of patients with certain clinical criteria, for instance, emergency surgery or surgery in a patient with limited cardiovascular or respiratory reserve. The mitigation of these risks is important both for the individual patient who then has a better outcome and for health care planners and managers who are able to provide a higher quality of care for a reduced overall cost.1,3

Over the last 30 years, many authors have described how the use of flow-based hemodynamic monitoring combined with hemodynamic manipulations in the perioperative period can reduce the incidence of both morbidity, and in some studies, mortality.432 For a variety of reasons, this practice has not been developed as a routine standard of care and includes the fact that many of these studies have been performed on small sample sizes from single centers. Very few studies have been conducted in a multicentric manner. Previous systematic reviews and meta-analyses have demonstrated benefits with this approach for major surgical patients3336; however, there is a need for these to be updated given the recent plethora of studies published since the generation of newer and less-invasive hemodynamic monitors and improvement in the overall quality of care delivered.

This systematic review and meta-analysis was designed to explore whether a preemptive strategy of hemodynamic monitoring and manipulation in the perioperative period for moderate- and high-risk surgical patients can improve postoperative outcome.

METHODS

Search Strategy

Three electronic databases (MEDLINE, EMBASE, and the Cochrane Controlled Clinical Trials register) were searched with the following keywords: hemodynamic monitoring, cardiac output, stroke volume, oxygen delivery, goal-directed therapy, dobutamine, dopexamine, surgery, and randomized controlled trial. The search strategy was run from 1985 and closed on January 24, 2010. Articles were restricted to English language and human studies only. In addition to electronic searching, industry representatives were contacted for additional material, and personal archives and communications were searched. All identified review articles and evidence-based guidelines were hand-searched for additional references, and reference lists for identified studies were snowballed for additional articles. The title and abstracts identified from the search strategy were then screened for potential articles by 2 investigators. After this primary exclusion, full articles were obtained and examined for suitability.

Study Inclusion Criteria

All randomized controlled clinical trials evaluating a preemptive hemodynamic monitored approach to cardiovascular management were considered and reviewed. All studies had to be properly randomized to control for selection bias and had to report hospital mortality as an outcome on an intention-to-treat basis. Studies were excluded from the analysis if the hemodynamic monitoring was only used differently between the control and protocol groups before randomization, because these studies tended to be fixed-dose drug studies that did not fit our selection criteria.24,37,38 Only peer-reviewed papers were included. Abstracts from scientific meetings were not screened; previous studies in this field have shown only low yield to this process, despite attempting to counter for potential reporting bias.

We defined a hemodynamic intervention as the proactive use of hemodynamic monitoring and therapies to manipulate hemodynamics in the perioperative period. Therapies could be classified as IV fluids and/or additional inotropic support. The hemodynamic intervention had to be preemptively started in the perioperative period, which was defined as 24 hours preoperatively, intraoperatively, or up to 24 hours into the postoperative period. Previous meta-analyses have included heterogeneous groups of patients that were not restricted to moderate- and high-risk groups of surgical patients. We therefore aimed only to assess studies that were assessing the impact of these interventions on a moderate- to high-risk group of patients. We defined this group according to criteria previously published by Shoemaker et al.11 and later modified by Pearse et al.15

Methodological Quality of Included Studies

Eligible studies were graded using the systems described by Jadad et al.39 Nonrandomized studies were excluded. This scale is used to describe study quality by scoring 5 elements of randomization, application, and blinding with a score range of 1 to 5.

Analysis of Outcomes

The primary outcome was hospital mortality. As an outcome measure, it is discrete, well defined, and reported in the majority of articles. Our secondary outcome measure was the number of patients with complications after surgery. Although this outcome measure is less easy to define, it is frequently reported and provides a description of what is happening to the patient population. We chose not to report length of stay because it is often used as a marker of process and reported differently across institutions and countries. A number of a priori subgroup and sensitivity analyses were planned: (a) the type of monitoring used, (b) therapy used (fluids versus fluids and inotropes), (c) therapeutic goals, and (d) resuscitation target (normal versus supranormal). Supranormal was defined as any study that aimed to achieve an oxygen delivery index of ≥600 mL/min/m2 in 1 of the trial arms. Data were extracted from each original article by 2 authors and cross-checked for reliability; disputed data were resolved by the third author by a majority decision on reference to the original text.

A sensitivity analysis was performed on both the primary and secondary outcomes. This consisted of a correction for quality using the Jadad score, with a score >3 classified as a higher quality study.39 In addition, a time-dependent analysis was performed to examine the influence of change in care and underlying event rates in the last 35 years by decade.

Statistical Analysis

The meta-analysis was performed using the Review Manager, version 5 software (The Cochrane Collaboration, Oxford, UK), with a random effects model. The results are presented as an odds ratio (OR) for dichotomous data with its 95% confidence intervals (CIs). All results were checked for statistical heterogeneity using the I2 methodology. Significance was set at a P value <0.05.

RESULTS

Included Trials

Our search strategy retrieved 4974 titles suitable for further review. Screening of these titles and abstracts produced 91 potential articles that were examined in detail against the predefined eligibility criteria. Further examination led to the exclusion of 68 studies from the analysis because they did not meet high-risk criteria, lacked randomization or nonprospective study design, or did not fulfill our moderate- and high-risk inclusion criteria (Fig. 1). This resulted in 23 articles that were included from electronic databases. Through snowballing of references, hand-searching, and contacting experts and industry representatives, 6 more articles were added. Therefore, 29 articles were included in the final analysis.

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Figure 1:
Flow chart showing the number of abstracts and articles identified and evaluated during the review process.

Description of Studies

The 29 identified studies are described in detail in Table 1. All reported mortality as an end point. Three studies had a zero rate of mortality in both protocol and control groups. These 3 studies were reexamined to ensure that they met moderate- to high-risk criteria. Twenty-three studies reported the number of patients in whom complications developed during the course of their stay. The reporting of complications was variable across the studies as were the definitions of complications in use. Two studies did use standardized methods of outcome reporting such as the postoperative morbidity survey, but the majority were diffuse.6,40

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Table 1:
Randomized Clinical Trials of Preemptive Hemodynamic Intervention to Improve Postoperative Outcome

Mortality

All 29 studies reported mortality as an end point. The overall effect when combining the studies was a significant reduction in mortality for the intervention group (pooled OR of 0.48 [0.33–0.78]; P = 0.0002) (Fig. 2). Subgroup analysis of the mortality end point revealed that mortality was reduced in those studies using a pulmonary artery catheter (OR 0.35 [0.19–0.65]; P = 0.001), for fluids and inotropes as opposed to IV fluids alone (OR 0.47 [0.29–0.76]; P = 0.002), cardiac index or oxygen delivery as the end point (OR 0.38 [0.21–0.68]; P = 0.001), and studies using a supranormal resuscitation target (OR 0.29 [0.18–0.47]; P = 0.00001) (Table 2).

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Figure 2:
Effects of preemptive hemodynamic intervention in protocol group versus control on mortality rate. M-H = Mantel-Haenszel.
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Table 2:
Subgroup Analysis for Mortality

Morbidity

Twenty-three of the 29 studies reported the number of patients with complications as an end point. Meta-analysis of these studies (Fig. 3) demonstrated a significant reduction in the overall complication rate (OR 0.43 [0.34–0.53]; P < 0.00,001) and a significant reduction across all of the 4 subgroups assessed (Table 3).

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Figure 3:
Effects of preemptive hemodynamic intervention in protocol group versus control on complication rate. M-H = Mantel-Haenszel.
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Table 3:
Subgroup Analysis for Number of Patients with Complications

Trial Quality

The quality of the individual studies as assessed by the Jadad score is presented in Table 4. It is apparent that very few of the studies were performed in a double-blind manner and nearly all were done in a single center. Figure 4 shows an OR plot of mortality split by quality. The higher quality studies (with a Jadad score ≥3) fail to show a significant reduction in mortality, as opposed to lower quality studies that do. The effect of quality on morbidity is shown in Figure 5. In contrast to mortality, there is a significant reduction in morbidity irrespective of trial quality. The point estimate of effect is similar for the 2 groups but the CI for the lower quality studies is wider.

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Table 4:
Quality Assessment of Included Randomized Clinical Trials
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Figure 4:
Effects of preemptive hemodynamic intervention in protocol group versus control on mortality rate, grouped by quality of the study as assessed by a Jadad score of more than or less than 3. M-H = Mantel-Haenszel.
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Figure 5:
Effects of preemptive hemodynamic intervention in protocol group versus control on complication rate, grouped by quality of the study as assessed by a Jadad score of more than or less than 3. M-H = Mantel-Haenszel.

Time-Dependent Analysis

Figure 6 shows a graph of the apparent decline in control-group mortality over time, with recent studies demonstrating lower mortality rates. Figure 7 shows an approximate halving of mortality rates in the control group every decade (29.5%, 13.5%, 7%). It can be seen, however, that although the mortality is reduced over time, the complication rate remains consistent, with approximately one-third of patients experiencing complications (Fig. 8).

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Figure 6:
Graphical representation of control-group mortality in identified trials over time.
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Figure 7:
Effects of preemptive hemodynamic intervention in protocol group versus control on mortality rate, grouped by the decade the study was performed. M-H = Mantel-Haenszel.
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Figure 8:
Effects of preemptive hemodynamic intervention in protocol group versus control on complication rate, grouped by the decade the study was performed. M-H = Mantel-Haenszel.

DISCUSSION

This systematic review and meta-analysis has demonstrated that preemptive hemodynamically targeted therapy in the perioperative period can reduce both morbidity and mortality after surgery. Although over time the control-group mortality decreased, suggesting a lowering of the threshold for the performance of these techniques, the impact of this therapy remains even for the lower risk categories of patients. Although mortality was not proven to be reduced in the lower risk group, the effects on reducing morbidity were still valid, confirming the assumption that the technique of targeted hemodynamic intervention is beneficial across risk profile groups and across monitoring technologies.

There are a number of reasons why the control mortality may have decreased over time. These include the possibilities of better overall care thus decreasing mortality for similar patients, clinicians learning from previous early published studies and therefore drifting their practice toward lower risk groups, and also the likelihood that as technology has improved and become less invasive, the technique has gained more credibility. This can be seen especially in the way the pulmonary artery catheter, with all of its incumbent controversies,41,42 has now been largely superseded by less-invasive hemodynamic monitoring techniques such as esophageal Doppler-based systems and arterial pressure analysis.43 It is of note that, although the debate surrounding the pulmonary artery catheter focused on an inability to prove a significant beneficial effect to patients,4446 this study has demonstrated a highly significant reduction in both morbidity and mortality with the use of this technique for these patients. The same is also true for the newer generation of monitoring modalities.

The burden of complications and mortality for surgical patients is becoming increasingly understood.1,3 Many authors have now demonstrated that the rate of complications is related to a number of factors that include the type of surgery performed, the skill of the operating team, the overall “fitness” of the patient, and also the provision of a number of techniques that have shown to reduce the risk.4750

This study confirms that hemodynamic targeted therapy can reduce this risk. Khuri et al.1 demonstrated that this reduction in postoperative complications can have long-lasting effects on the survival of these patients, outside of the remit of a short-term follow-up period in these studies. If this hypothesis is correct, then the upfront costs of this relatively inexpensive technique are easily outweighed by the longer-term benefits. Irrespective of this, the prevention of complications is in itself a mechanism for saving significant amounts of health care resources, because it is often these complications that prolong hospital length of stay and result in multiple costly interventions. Recent work published in the New England Journal of Medicine has also raised the possibility that survival is related to the identification and then immediate and appropriate management of these complications.3 It remains a possibility that patients being studied in trials such as ours have a lower than normal complication and mortality rate for this very reason. By participating in a study, they are frequently assessed and probably offered a quality of care that is above the standard approach.

This study has a number of limitations. We made no attempt to correct for the type or quantity of fluids or inotropes given, because they are inconsistently reported in the literature and have a demonstrable wide variability in their dosing across studies. Also, a number of grouped studies rather than individual patient data were meta-analyzed. Some authors would suggest that this would be a more robust methodology, although obtaining the original data is often not possible, especially over such a long period such as this. It also has to be recognized that very few of the studies that we identified were performed in a high-quality design. It is almost impossible to have a properly double-blind study when the 2 groups need to have therapy targeted to different protocols. It is also of note that the majority of the trials were single-centered and performed on a limited sample size. The heterogeneity of this analysis is therefore relatively high, although the results remain consistent across a number of subgroups and sensitivity analyses, thereby helping to affirm our assumptions. We have also reported on studies that describe the incidence of postoperative complications. It has to be recognized that the reporting of complications is not consistent and that the definitions used can differ, limiting the applicability of some of our findings.

CONCLUSIONS

This meta-analysis suggests that a preemptive targeted approach to the management of hemodynamics in the perioperative period may reduce morbidity and mortality for high-risk surgical patients.

AUTHOR CONTRIBUTIONS

All authors were involved and helped in the design, execution, analysis, and writing of the manuscript.

DISCLOSURE

Andrew Rhodes, LiDCO (lecturing fees and grant), Edwards Lifesciences (lecturing fees), Hutchinson Medical (research support), PulseCor (research support), Cheetah (research support), and Abbott (consulting fees); Mark A. Hamilton, Deltex Medical (lecturing fees), Edwards Lifesciences (lecturing fees), and Hutchinson Medical (research support); and Maurizio Cecconi, LiDCO (lecturing fees and grant), Edwards Lifesciences (lecturing fees), Hutchinson Medical (research support), PulseCor (research support), and Chhetah (research support).

REFERENCES

1. Khuri SF, Henderson WG, DePalma RG, Mosca C, Healey NA, Kumbhani DJ; Participants in the VA National Surgical Quality Improvement Program. Determinants of long-term survival after major surgery and the adverse effect of postoperative complications. Ann Surg 2005;242:326–41
2. Pearse RM, Harrison DA, James P, Watson D, Hinds C, Rhodes A, Grounds RM, Bennett ED. Identification and characterisation of the high-risk surgical population in the United Kingdom. Crit Care 2006;10:R81
3. Ghaferi AA, Birkmeyer JD, Dimick JB. Variation in hospital mortality associated with inpatient surgery. N Engl J Med 2009;361:1368–75
4. Ziegler DW, Wright JG, Choban PS, Flancbaum L. A prospective randomized trial of preoperative “optimization” of cardiac function in patients undergoing elective peripheral vascular surgery. Surgery 1997;122:584–92
5. Wilson J, Woods I, Fawcett J, Whall R, Dibb W, Morris C, McManus E. Reducing the risk of major elective surgery: randomised controlled trial of preoperative optimisation of oxygen delivery. BMJ 1999;318:1099–103
6. Wakeling HG, McFall MR, Jenkins CS, Woods WGA, Miles WFA, Barclay GR, Fleming SC. Intraoperative oesophageal Doppler guided fluid management shortens postoperative hospital stay after major bowel surgery. Br J Anaesth 2005;95:634–42
7. Venn R, Steele A, Richardson P, Poloniecki J, Grounds M, Newman P. Randomized controlled trial to investigate influence of the fluid challenge on duration of hospital stay and perioperative morbidity in patients with hip fractures. Br J Anaesth 2002;88:65–71
8. Valentine RJ, Duke ML, Inman MH, Grayburn PA, Hagino RT, Kakish HB, Clagett GP. Effectiveness of pulmonary artery catheters in aortic surgery: a randomized trial. J Vasc Surg 1998;27:203–11
9. Ueno S, Tanabe G, Yamada H, Kusano C, Yoshidome S, Nuruki K, Yamamoto S, Aikou T. Response of patients with cirrhosis who have undergone partial hepatectomy to treatment aimed at achieving supranormal oxygen delivery and consumption. Surgery 1998;123:278–86
10. Sinclair S, James S, Singer M. Intraoperative intravascular volume optimisation and length of hospital stay after repair of proximal femoral fracture: randomised controlled trial. BMJ 1997;315:909–12
11. Shoemaker WC, Appel PL, Kram HB, Waxman K, Lee TS. Prospective trial of supranormal values of survivors as therapeutic goals in high-risk surgical patients. Chest 1988;94:1176–86
12. Schultz RJ, Whitfield GF, LaMura JJ, Raciti A, Krishnamurthy S. The role of physiologic monitoring in patients with fractures of the hip. J Trauma 1985;25:309–16
13. Sandham JD, Hull RD, Brant RF, Knox L, Pineo GF, Doig CJ, Laporta DP, Viner S, Passerini L, Devitt H, Kirby A, Jacka M; Canadian Critical Care Clinical Trials Group. A randomized, controlled trial of the use of pulmonary-artery catheters in high-risk surgical patients. N Engl J Med 2003;348:5–14
14. Pölönen P, Ruokonen E, Hippeläinen M, Pöyhönen M, Takala J. A prospective, randomized study of goal-oriented hemodynamic therapy in cardiac surgical patients. Anesth Analg 2000;90:1052–9
15. Pearse R, Dawson D, Fawcett J, Rhodes A, Grounds RM, Bennett ED. Early goal-directed therapy after major surgery reduces complications and duration of hospital stay. A randomised, controlled trial [ISRCTN38797445]. Crit Care 2005;9:R687–93
16. Noblett SE, Snowden CP, Shenton BK, Horgan AF. Randomized clinical trial assessing the effect of Doppler-optimized fluid management on outcome after elective colorectal resection. Br J Surg 2006;93:1069–76
17. Mythen MG, Webb AR. Perioperative plasma volume expansion reduces the incidence of gut mucosal hypoperfusion during cardiac surgery. Arch Surg 1995;130:423–9
18. McKendry M, McGloin H, Saberi D, Caudwell L, Brady AR, Singer M. Randomised controlled trial assessing the impact of a nurse delivered, flow monitored protocol for optimisation of circulatory status after cardiac surgery. BMJ 2004;329:258
19. Kapoor PM, Kakani M, Chowdhury U, Choudhury M, Lakshmy, Kiran U. Early goal-directed therapy in moderate to high-risk cardiac surgery patients. Ann Card Anaesth 2008;11:27–34
20. Lopes MR, Oliveira MA, Pereira VOS, Lemos IPB, Auler JOC, Michard F. Goal-directed fluid management based on pulse pressure variation monitoring during high-risk surgery: a pilot randomized controlled trial. Crit Care 2007;11:R100
21. Lobo SM, Lobo FR, Polachini CA, Patini DS, Yamamoto AE, de Oliveira NE, Serrano P, Sanches HS, Spegiorin MA, Queiroz MM, Christiano AC, Savieiro EF, Alvarez PA, Teixeira SP, Cunrath GS. Prospective, randomized trial comparing fluids and dobutamine optimization of oxygen delivery in high-risk surgical patients [ISRCTN42445141]. Crit Care 2006;10:R72
22. Lobo SM, Salgado PF, Castillo VG, Borim AA, Polachini CA, Palchetti JC, Brienzi SL, de Oliveira GG. Effects of maximizing oxygen delivery on morbidity and mortality in high-risk surgical patients. Crit Care Med 2000;28:3396–404
23. Gan TJ, Soppitt A, Maroof M, el-Moalem H, Robertson KM, Moretti E, Dwane P, Glass PSA. Goal-directed intraoperative fluid administration reduces length of hospital stay after major surgery. Anesthesiology 2002;97:820–6
24. Donati A, Loggi S, Preiser J-C, Orsetti G, Münch C, Gabbanelli V, Pelaia P, Pietropaoli P. Goal-directed intraoperative therapy reduces morbidity and length of hospital stay in high-risk surgical patients. Chest 2007;132:1817–24
25. Conway DH, Mayall R, Abdul-Latif MS, Gilligan S, Tackaberry C. Randomised controlled trial investigating the influence of intravenous fluid titration using oesophageal Doppler monitoring during bowel surgery. Anaesthesia 2002;57:845–9
26. Chytra I, Pradl R, Bosman R, Pelnár P, Kasal E, Zidková A. Esophageal Doppler-guided fluid management decreases blood lactate levels in multiple-trauma patients: a randomized controlled trial. Crit Care 2007;11:R24
27. Buettner M, Schummer W, Huettemann E, Schenke S, van Hout N, Sakka SG. Influence of systolic-pressure-variation-guided intraoperative fluid management on organ function and oxygen transport. Br J Anaesth 2008;101:194–9
28. Boyd O, Grounds RM, Bennett ED. A randomized clinical trial of the effect of deliberate perioperative increase of oxygen delivery on mortality in high-risk surgical patients. JAMA 1993;270:2699–707
29. Bonazzi M, Gentile F, Biasi GM, Migliavacca S, Esposti D, Cipolla M, Marsicano M, Prampolini F, Ornaghi M, Sternjakob S, Tshomba Y. Impact of perioperative haemodynamic monitoring on cardiac morbidity after major vascular surgery in low risk patients: a randomised pilot trial. Eur J Vasc Endovasc Surg 2002;23:445–51
30. Bishop MH, Shoemaker WC, Appel PL, Meade P, Ordog GJ, Wasserberger J, Wo CJ, Rimle DA, Kram HB, Umali R. Prospective, randomized trial of survivor values of cardiac index, oxygen delivery, and oxygen consumption as resuscitation endpoints in severe trauma. J Trauma 1995;38:780–7
31. Berlauk JF, Abrams JH, Gilmour IJ, O'Connor SR, Knighton DR, Cerra FB. Preoperative optimization of cardiovascular hemodynamics improves outcome in peripheral vascular surgery: a prospective, randomized clinical trial. Ann Surg 1991;214:289–97
32. Bender JS, Smith-Meek MA, Jones CE. Routine pulmonary artery catheterization does not reduce morbidity and mortality of elective vascular surgery: results of a prospective, randomized trial. Ann Surg 1997;226:229–36
33. Kern JW, Shoemaker WC. Meta-analysis of hemodynamic optimization in high-risk patients. Crit Care Med 2002;30:1686–92
34. Poeze M, Greve JWM, Ramsay G. Meta-analysis of hemodynamic optimization: relationship to methodological quality. Crit Care 2005;9:R771–9
35. Brienza N, Giglio MT, Marucci M, Fiore T. Does perioperative hemodynamic optimization protect renal function in surgical patients? A meta-analytic study. Crit Care Med 2009;37:2079–90
36. Giglio MT, Marucci M, Testini M, Brienza N. Goal-directed haemodynamic therapy and gastrointestinal complications in major surgery: a meta-analysis of randomized controlled trials. Br J Anaesth 2009;103:637–46
37. Takala J, Meier-Hellmann A, Eddleston J, Hulstaert P, Sramek V. Effect of dopexamine on outcome after major abdominal surgery: a prospective, randomized, controlled multicenter study. European Multicenter Study Group on Dopexamine in Major Abdominal Surgery. Crit Care Med 2000;28:3417–23
38. Stone MD, Wilson RJT, Cross J, Williams BT. Effect of adding dopexamine to intraoperative volume expansion in patients undergoing major elective abdominal surgery. Br J Anaesth 2003;91:619–24
39. Jadad AR, Moore RA, Carroll D, Jenkinson C, Reynolds DJ, Gavaghan DJ, McQuay HJ. Assessing the quality of reports of randomized clinical trials: is blinding necessary? Control Clin Trials 1996;17:1–12
40. Bennett-Guerrero E, Feierman D, Barclay G, Parides M, Sheiner P, Mythen M, Levine D, Parker T, Carroll S, White M. Preoperative and intraoperative predictors of postoperative morbidity, poor graft function, and early rejection in 190 patients undergoing liver transplantation. Arch Surg 2001;136:1177
41. Finfer S, Delaney A. Pulmonary artery catheters. BMJ 2006;333:930–1
42. Connors AF Jr, Speroff T, Dawson NV, Thomas C, Harrell FE Jr, Wagner D, Desbiens N, Goldman L, Wu AW, Califf RM, Fulkerson WJ Jr, Vidaillet H, Broste S, Bellamy P, Lynn J, Knaus WA. The effectiveness of right heart catheterization in the initial care of critically ill patients. SUPPORT Investigators. JAMA 1996;276:889–97
43. Hofer CK, Cecconi M, Marx G, della Rocca G. Minimally invasive haemodynamic monitoring. Eur J Anaesthesiol 2009;26:996–1002
44. Harvey S, Stevens K, Harrison D, Young D, Brampton W, McCabe C, Singer M, Rowan K. An evaluation of the clinical and cost-effectiveness of pulmonary artery catheters in patient management in intensive care: a systematic review and a randomised controlled trial. Health Technol Assess 2006;10:iii–iv, ix–xi, 1–133
45. Richard C, Warszawski J, Anguel N, Deye N, Combes A, Barnoud D, Boulain T, Lefort Y, Fartoukh M, Baud F, Boyer A, Brochard L, Teboul JL. Early use of the pulmonary artery catheter and outcomes in patients with shock and acute respiratory distress syndrome: a randomized controlled trial. JAMA 2003;290:2713–20
46. Rhodes A, Cusack RJ, Newman PJ, Grounds RM, Bennett ED. A randomised, controlled trial of the pulmonary artery catheter in critically ill patients. Intensive Care Med 2002;28:256–64
47. Halm EA, Lee C, Chassin MR. Is volume related to outcome in health care? A systematic review and methodologic critique of the literature. Ann Intern Med 2002;137:511–20
48. Dudley RA, Johansen KL, Brand R, Rennie DJ, Milstein A. Selective referral to high-volume hospitals: estimating potentially avoidable deaths. JAMA 2000;283:1159–66
49. Silber JH, Rosenbaum PR. A spurious correlation between hospital mortality and complication rates: the importance of severity adjustment. Med Care 1997;35:OS77–92
50. Silber JH, Rosenbaum PR, Schwartz JS, Ross RN, Williams SV. Evaluation of the complication rate as a measure of quality of care in coronary artery bypass graft surgery. JAMA 1995;274:317–23
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