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J Thorac Cardiovasc Surg 2007;134:29-37
© 2007 The American Association for Thoracic Surgery
Surgery for Acquired Cardiovascular Disease |
a Institute of Cardiology, Division of Thoracic and Cardiovascular Surgery, Centre Hospitalier Universitaire Pitié-Salpêtrière, Assistance Publique–Hôpitaux de Paris, Université Pierre et Marie Curie-Paris, Paris, France
b Department of Anesthesia and Critical Care, Centre Hospitalier Universitaire Pitié-Salpêtrière, Assistance Publique–Hôpitaux de Paris, Université Pierre et Marie Curie-Paris, Paris, France
c Department of Biostatistics, Centre Hospitalier Universitaire Pitié-Salpêtrière, Assistance Publique–Hôpitaux de Paris, Université Pierre et Marie Curie-Paris, Paris, France.
Received for publication July 27, 2006; revisions received February 7, 2007; accepted for publication February 19, 2007. * Address for reprints: Cosimo DAlessandro, MD, Division of Thoracic and Cardiovascular Surgery, Hôpital La Pitié-Salpêtrière, 47-83 Boulevard de lHôpital, 75 651 Paris Cedex 13, France. (Email: cosimodalessandro{at}wanadoo.fr).
| Abstract |
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Methods: Between January 2003 and June 2004, 300 diabetic patients undergoing myocardial revascularization received a local protocol of insulin administration (protocol, group P). Patients were divided into 2 risk classes, according to their additive EuroSCORE value: low–moderate risk (0–4) and moderate–high risk (>4). The logistic EuroSCORE algorithm was used to calculate the expected probability of death. A control group was selected, including a series of 300 consecutive diabetic patients (no protocol group, group NP) who underwent coronary artery bypass grafting between March 2001 and September 2002, just before the introduction of the protocol. A propensity analysis was performed to control for selection bias.
Results: Both groups showed similar EuroSCORE risk profiles: mean additive and logistic EuroSCORE values were 4.16 and 4.29 in group P versus 3.93 and 3.91 in group NP. Observed and expected mortalities of group P were 0.6% versus 1.8% (low–moderate risk), 2.5% versus 8.0% (moderate–high risk, P = .03), and 1.3% versus 4.3% (entire group, P = .01). Observed and expected mortalities of group NP were 1.6% versus 1.9% (low–moderate risk), 8.3% versus 7.5% (moderate–high risk), and 4.0% versus 3.9% (entire group). Logistic regression confirmed observed mortality in group P to be significantly lower than the expected logistic EuroSCORE mortality. After risk adjustment, the protocol allowed us to reduce the mortality odds by 72% (odds ratio, 0.282; 95% confidence interval, 0.092–0.859; P < .03). Subgroup analysis for moderate- to high-risk patients showed the protocol to improve mortality (odds ratio, 0.24; P < .05), whereas no significant improvement was found in low- to moderate-risk patients. Addition of the propensity score to the multivariable analysis did not significantly displace P values and odds ratios. Sensitivity analysis of patients who underwent coronary artery bypass grafting without additional procedures showed the protocol to maintain its protective effect (odds ratio, 0.15; P < .05).
Conclusion: Optimal glucose control highly reduces EuroSCORE expected mortality in diabetic patients undergoing myocardial revascularization, especially in moderate- to high-risk patients.
| Introduction |
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| Materials and Methods |
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As previously anticipated, a control group was selected including a series of 300 consecutive diabetic patients (no protocol group, group NP) who underwent CABG between March 2001 and September 2002 just before the introduction of the protocol. Preoperative characteristics of study groups and patient risk profiles are shown in Table 1.
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Since October 2002, all treated diabetic patients undergoing cardiac procedures at our institution have been receiving a protocol to standardize the titration of insulin therapy during the perioperative period. This protocol, which has been extensively described elsewhere,12
has not changed during the timeframe of the study. Briefly, all preoperative diabetic therapies were withdrawn the evening before the operation and were substituted with 0.15 U/kg subcutaneous intermediary insulin (Umuline NPH; Lilly, Suresnes, France), with additional subcutaneous fast-acting insulin (Actrapid HM) according to BGL. In addition to the implementation of this protocol, an infusion of dextrose solution was started (5 g/h). After BGL measurement, all patients systematically received a further subcutaneous injection of 0.15 U/kg intermediary insulin on the morning of the operation (Umuline NPH). During the intraoperative period, the infusion of dextrose was maintained at the same rate (ie, 5 g/h), and an aggressive insulin therapy based on continuous infusion of fast-acting insulin (Actrapid HM) was initiated as soon as BGL exceeded 9.99 mmol/L (180 mg/dL); BGLs were measured immediately after the induction of anesthesia and thereafter at 30-minute intervals. Subsequently, its infusion rate was titrated according to a protocol (see Appendix 1) modified from the Portland protocol.9
The objective of the current protocol was to maintain an intraoperative blood glucose concentration of between 8.33 and 11.10 mmol/L (150-200 mg/dL). During the postoperative period, all patients were aggressively treated with either subcutaneous or continuous intravenous insulin therapy to maintain a BGL of less than 7.77 mmol/L (140 mg/dL). Throughout their stay in the ICU, BGL determination was performed on an hourly basis. Once out of the ICU, patients were treated according to the following protocol: intermediary insulin (Umulin NPH) was administered subcutaneously twice daily (0.15 IU/kg). Additionally, BGLs were adjusted every 4 hours by using subcutaneous fast-acting insulin (Actrapid HM): less than 6.11 mmol/L (110 mg/dL), 0 U; 6.11 to 7.99 mmol/L (110-144 mg/dL), 2 U; 8.05 to 9.93 mmol/L (145–179 mg/dL), 4 U; 9.99 to 12.15 mmol/L (180–219 mg/dL), 6 U; and greater than 12.21 mmol/L (220 mg/dL), 8 U.
Statistical Analysis
Univariate analysis for assessment of the relationships between potential prognostic factors and mortality was performed by using
2 tests for categoric variables and Student t tests for continuous variables. Death probability was calculated for each patient according to the EuroSCORE logistic model. A logistic regression was performed, with the logit of death probability and protocol status as potential prognostic factors. Separate subgroup logistic regressions were performed for low- to moderate-risk and moderate- to high-risk patients. To measure a models discrimination, c-statistics (area under the receiver operating characteristic curve) were used, and the Hosmer–Lemeshow test was used for goodness-of-fit assessment. A propensity analysis was performed to control for selection bias: a propensity score was calculated for each patient by using logistic regression modeling, which estimated the probability for a patient to receive a protocol of strict glycemic control. Variables used to determine the propensity score were selected among preoperative and intraoperative variables that were significant at a two-tailed nominal P value of less than .20: LVEF, COPD, recent MI, extracardiac arteriopathy, critical preoperative status, unstable angina, serum creatinine level of greater than 200 µmol, bilateral thoracic artery revascularization, major associated procedures, and crossclamping duration time. The propensity score was subsequently regressed as an independent covariate by means of quintile stratification in the multivariable logistic regression model, including the logit of death probability and protocol status. A sensitivity analysis was carried out for patients who underwent CABG without additional procedures: a new propensity score was recalculated and subsequently regressed in the same way as described above. Data are expressed as means ± standard deviation for continuous variables and numbers and percentages for qualitative variables. All P values were 2 tailed. All statistical analyses were performed with the SAS V8 statistical package (SAS Institute, Inc, Cary, NC).
Major Outcomes
The primary outcome was in-hospital mortality. Causes of morbidity were defined as follows: (1) cardiac (low cardiac output and/or hypotension treated with an intra-aortic balloon pump and/or
2 intravenous inotropes or vasopressors over more than 24 hours, malignant arrhythmia [asystole, ventricular tachycardia, or ventricular fibrillation] requiring cardiopulmonary resuscitation, antiarrhythmia therapy or defibrillator implantation); (2) respiratory (mechanical ventilation for >48 hours, reintubation, tracheostomy); (3) neurological (focal brain injury with permanent functional deficit, irreversible encephalopathy); (4) renal (acute renal failure necessitating dialysis); and (5) infectious (septic shock with positive blood culture results, deep sternal or leg wound infection requiring intravenous antibiotics and/or surgical debridement).
| Results |
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Glucose Control
Mean BGL trends of both groups are shown in Figure 1. Preoperative mean BGLs were not significantly different between the 2 groups: 9.19 ± 3.90 mmol/L (166 ± 70 mg/dL) in group P versus 9.55 ± 1.28 (172 ± 23 mg/dL) in group NP (P = 0.30). The BGLs at the end of the operation and on postoperative days 1 and 2 were significantly lower in group P. Moreover, the lower standard error of mean postoperative BGLs means a more uniform control of glycemic levels in group P (Table 2).
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The most important difference between the 2 groups was the number of patients having a bilateral internal thoracic artery (ITA) revascularization: 134 (45%) in group P versus 38 (13%) in group NP (P < .01). This difference reflects our more recent policy of extensive arterial revascularization using both ITAs, even in diabetic patients.
Seminal cause of death in group P was cardiogenic shock in 3 (1%) patients and pneumonia in 1 (0.3%) patient. Main cause of death in group NP was cardiogenic shock in 7 (2.3%) patients, cardiac arrhythmia in 2 (0.7%) patients, respiratory distress syndrome in 2 (0.7%) patients, and stroke in 1 (0.3%) patient. Overall mortality was 1.3% (4 patients) in group P versus 4.0% in group NP (12 patients; P < .05). Death occurred more frequently in patients who underwent CABG with associated procedures: 1% for isolated CABG versus 3% for CABG and associated procedures in group P, 2% for isolated CABG versus 13% for CABG and associated procedures in group NP, and 1% for isolated CABG versus 9% for CABG and associated procedures in the whole population. There was no difference of morbidity between the 2 groups.
Risk Factors for Operative Mortality
According to univariate analysis, the following variables yielded as a risk factor for operative mortality. Among preoperative characteristics not used for EuroSCORE risk estimation, only the absence of a protocol yielded as a predictor of mortality (P = .0426). Among single variables entered in the EuroSCORE model, extracardiac arteriopathy (P = .0234), previous cardiac surgery (P = .0094), serum creatinine level of greater than 200 µmol/L (P = .0384), LVEF of less than 30% (P < .0001), and major associated procedures, (P < .0001) were risk factors for operative mortality. Additive and logistic EuroSCORE values were confirmed to be excellent predictors of mortality (P = .0008 and P = .0104). Among operative data, no use of ITAs (P < .0001) and cardiopulmonary bypass and crossclamping duration times (P = .0031 and P = .0009) were risk factors for operative mortality. The use of both ITAs for myocardial revascularization did not affect operative mortality at univariate analysis (P = .37).
Expected and Observed Mortality
Comparisons between mean observed and expected mortalities are shown in Figure 2. Observed mortality in group P was lower than the expected mortality for the entire group, as well as for each risk class: 0.6% versus 1.8% (low–moderate risk), 2.5% versus 8.0% (moderate–high risk, P = .03), and 1.3% versus 4.3% (entire group, P = .01). On the other hand, there was no difference between observed and expected mortality in group NP: 1.6% versus 1.9% (low–moderate risk), 8.3% versus 7.5% (moderate–high risk), and 4.0% versus 3.9% (entire group). Logistic regression showed the EuroSCORE to overestimate mortality in patients receiving the protocol (Ucal = 2.183, P < .03), but it confirmed the EuroSCORE to well predict mortality for patients not receiving the protocol (Ucal = 0.0854). After risk adjustment for the EuroSCORE logistic value, multivariable analysis showed the protocol of glycemic control to reduce the odds of mortality by 72% (odds ratio [OR], 0.282; 95% confidence interval, 0.092-0.859; P < .03). Subgroup analysis showed the moderate- to high-risk group of patients to receive the greatest benefit from strict glycemic control. For patients with a EuroSCORE of greater than 4, the protocol improved mortality (OR, 0.24; P < .05), whereas no significant improvement was found in low- to moderate-risk patients (OR, 0.36; P = .3819). When included in the multivariable analysis, the use of both ITAs for myocardial revascularization did not affect operative mortality (P = .3186).
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| Discussion |
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Although adequate glycemic control has been found to be efficiently achieved by a steady infusion of insulin,10
we chose an intermittent dosing performed during the operative period; the infusion rate of insulin was subsequently titrated according to a protocol modified from the Portland protocol. Our results, as in the work of Furnary and coworkers,9
confirm that a better control of glucose levels, achieved by means of a protocol of insulin administration, reduces mortality in diabetic patients; the author accounts for this mortality reduction by a significant reduction in cardiac-related mortality. It still remains unclear whether strict glycemic control improves early clinical outcomes by preventing the detrimental effects of high blood glucose concentrations. The beneficial effects of glycemic control might be directly related to the metabolic effects of insulin. Maintenance of normoglycemia during cardiac procedures has been claimed to be unattainable, even with intensive insulin therapy, which, on the other hand, could be harmful by initiating hypoglycemia.18
As Carvalho and associates19
advocate, we started our protocol on overnight fasting together with dextrose infusions: indeed, administration of glucose and insulin before surgical intervention is different from most insulin protocols, which are initiated at the time of the operation.9,10
Our approach, coupled with the withdrawal of any preoperative treatment, allowed us to achieve not only tight glycemic control but also more uniform control of glycemic variations, as suggested by the lower standard error of postoperative BGLs in group P. Moreover, starting infusion on the evening before the operation means an earlier beginning of insulin therapy. Indeed, mortality reduction in the study by Van der Berghe and colleagues11
was evident only among patients who remained in the ICU for 5 days or longer. Hence, as Schricker and Carvalho argued,20
we also think that an earlier and more aggressive approach might further improve early outcomes.
Observed and Expected Mortality
Since the introduction of a protocol for perioperative control of glycemic levels, we have quantified its effect on patients outcomes. Therefore we chose the EuroSCORE risk stratification algorithm, the most rigorously evaluated scoring system in cardiac surgery,21
with an excellent discriminatory power to predict 30-day mortality for patients undergoing CABG22
and even valve surgery.23
The additive EuroSCORE model13
was used to divide patients according to their risk values and to compare risk profiles between the 2 groups. To compare observed and expected deaths, we chose the Logistic EuroSCORE model.24,25
Recently, EuroSCORE has been claimed to overestimate mortality.26
Jin and Grunkemeier27
suggested to recalibrate the logistic EuroSCORE model by setting the logistic probability equal to the ratio of total observed deaths to predicted deaths (O/E ratio). Knowing that the O/E ratio in group NP, our referring population, is 4.0/3.9
1, we assumed the model did not need to be recalibrated.
Simple univariate comparisons on the basis of mean observed and expected mortalities demonstrate that observed and expected mortalities in group NP are quite the same, whereas observed mortality in group P is significantly lower than the expected mortality. Furthermore, as recommended,28
we performed a new logistic regression with the logit of EuroSCORE death probability as a risk factor: the protocol of insulin administration highly improved outcomes in diabetic patients, reducing by 72% the probability of death (OR, 0.28; 95% confidence interval, 0.092-0.859). These results were not significantly displaced by the addition of a propensity score in the model.
Both univariate and multivariate analyses showed the protocol to significantly improve outcomes in moderate- to high-risk patients (EuroSCORE, >4). Moreover, these results outlined that higher-risk patients receive the greatest benefit from a strict glycemic control, resulting in a high improved O/E ratio. Indeed, overall mortality reduction is mostly explained by outcomes improvements in such patients.
However, statistically speaking, outcome improvements in low-risk patients are difficult to effect, because the mortality rate in such patients is obviously already low. Finally, we do not definitively know whether tight glycemic control in lower-risk patients is not useful at all or its benefits are simply too difficult to demonstrate.
Bilateral ITA Revascularization
Recently, we adopted a policy of extensive arterial revascularization29
using both ITAs, even in diabetic patients, but this approach did not have a significant effect on operative mortality. Thoracic arteries were harvested as skeletonized grafts to minimize sternal devascularization and reduce the risk of mediastinitis.30
It has been demonstrated that glucose control reduces the risk of sternal wound infection.31,32
We could not appreciate this positive effect, probably because it was counterbalanced in group P by the higher proportion of patients undergoing a bilateral ITA revascularization, a well-known risk factor for mediastinitis.33
CABG and Associated Procedures
The two most important works on preoperative glycemic control in diabetic patients undergoing coronary surgery9,10
were focused on a homogenous population of patients undergoing isolated CABG. Sensitivity analysis of patients who underwent CABG without additional procedures showed the protocol to maintain its protective effect. We included patients undergoing CABG in association with other procedures because the inclusion of more complex patients increased risk profiles and enhanced outcome differences over a relatively short period, 3 years in this study. This might further reduce the effect of all minute nonmeasurable improvements in anesthesia, operative technique, and postoperative care that contribute to the reduction of early mortality over a longer period. Combined procedures were associated with a higher EuroSCORE value, and as expected, death occurred more frequently in such patients. Associated procedures did not carry a dramatically higher mortality in group P, probably because of the protective effect of the strict glycemic control on higher-risk patients, resulting in a highly improved O/E ratio.
Limits
Although the study was prospectively designed, the comparison between groups P and NP was nonrandomized. A better control of glucose levels was known to have positive effects on patient outcomes, and therefore we considered a randomized study design unethical. We added a propensity score analysis to limit bias of nonrandomized comparison.
We do not know why morbidity and mortality outcomes did not follow the same improvement trend. We could speculate that the absence of improvements in morbidity outcomes between the 2 groups should be explained by the composite nature of morbidity criteria and by the prospective design of the protocol study group, probably resulting in a better detection and collection of morbidity events.
It is well known that infections should have been reduced by a better glycemic control.31,32
We think that the lack of difference between the 2 groups might take into account the highest rate of bilateral ITA harvesting in the protocol group.
Finally, although our results showed a clear benefit for patients receiving the protocol, our specific method of glycemic control might not be considered the standard practice in most centers: a good nursing compliance is mandatory, and furthermore, the multiple steps required for the protocol, even before surgical intervention, might not be easy to follow.
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Therefore, optimal glucose control should become a widespread gold standard of perioperative care in diabetic patients. Further studies need to be performed to eventually integrate DM and its control in the EuroSCORE risk stratification algorithm.
| Appendix 1 |
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The infusion of insulin was initiated according to the following protocol: less than 9.99 mmol/L (180 mg/dL), 0 U/h; 9.99 to 12.21 mmol/L (180–220 mg/dL), 1 U/h; 12.27 to 13.82 mmol/L (221–249 mg/dL), 2 U/h; and greater than 13.82 mmol/L (249 mg/dl), 3 U/h. Subsequently, blood glucose concentrations were measured every 30 minutes, and the insulin infusion rate was titrated according to the following protocol: less than 7.77 mmol/L (140 mg/dL). Rate of infusion was maintained at 0 until 9.99 mmol/L (180 mg/dL). Then the insulin infusion was restarted at a 50% rate of the previous infusion: 7.77 to 9.93 mmol/L (140–179 mg/dL; decrease the rate by 0.5 U/h); 9.99 to 12.21 mmol/L (180–220 mg/dL; no change in the infusion rate); 12.27 to 13.82 mmol/L (221–249 mg/dL; if the blood glucose concentration was less than in the last test, the rate of infusion was unchanged, and if the blood glucose concentration was greater than in the last test, the infusion rate was increased by 0.5 U/h); 13.88 mmol/L or greater (250 mg/dL; the rate of infusion was increased by 1 U/h). If the blood glucose concentration did not decrease after 3 successive measures, the insulin infusion rate was doubled.
| See related articles in Seminars in Thoracic and Cardiovascular Surgery, Vol 18(4), Winter 2006: Diabetes, Hyperglycemia, and the Cardiac Surgery Patient. Available on line at ScienceDirect.com and SemThorCardiovascSurg.com.
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| Acknowledgments |
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| References |
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