A Risk Index for Sternal Surgical Wound Infection After Cardiovascular Surgery
Индекс риска инфекции хирургической раны грудины после сердечно-сосудистой операции
2003-01-01
SCID: 54.1/57cfbh6c
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cardiovascular surgeryclinical risk indexinternal mammary arterylogistic regressionsternal surgical wound infection
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Abstract (AI)
OBJECTIVES: To identify factors that increase the risk of sternal surgical wound infection after cardiovascular surgery and to develop a bedside clinical risk index using these factors. DESIGN: A risk index was developed using clinical data collected from a cohort of 11,508 cardiac surgery patients and validated using three independent subsets of the data. With two of these subsets, we derived a logistic regression equation and then modified the scoring algorithm to simplify the calculation of patient risk scores by clinicians. The final subset was used to validate the index. The area under the receiver operating characteristic (aROC) curve was the primary measure of goodness of fit. SETTING: Toronto General Hospital, a teaching hospital and the largest center for cardiac surgery in Ontario, Canada. PATIENTS: Cardiac surgery patients receiving cardiopulmonary bypass between April 1, 1990, and December 31, 1995, who survived at least 6 days after surgery. RESULTS: Variables that were used to construct the risk index included reoperation due to complication (odds ratio, 4.3; range, 1.9 to 8.5), diabetes (odds ratio, 2.4; range, 1.5 to 3.7), more than 3 days in the intensive care unit (odds ratio, 5.4; range, 3.2 to 8.7), and use of the internal mammary artery for revascularization (odds ratio, 3.2; range, 1.7 to 5.8). Validation showed that the index had an aROC curve of 0.64. CONCLUSIONS: The risk index described in this article allows clinicians to quickly stratify patients into four risk groups associated with an increasing risk of sternal surgical wound infection. It may be used perioperatively or as part of a wound infection surveillance system.
Key Findings
1
A bedside risk index was developed from clinical data on 11,508 cardiac surgery patients to predict sternal surgical wound infection.
2
Independent risk factors included reoperation for complications, diabetes, intensive care unit stay exceeding three days, and internal mammary artery use.
3
Reoperation, diabetes, prolonged intensive care, and internal mammary artery use had odds ratios of 4.3, 2.4, 5.4, and 3.2, respectively.
4
The index stratifies patients into four groups with progressively increasing infection risk and can support perioperative assessment or surveillance.
5
Validation produced an area under the receiver operating characteristic curve of 0.64, indicating modest predictive discrimination.
Research Object
Cardiac surgery patients undergoing cardiovascular surgery with cardiopulmonary bypass
Research Subject
Risk factors and clinical risk stratification for sternal surgical wound infection after surgery
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2003-01-01
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