Duke University Medical Center, Durham, North Carolina, USA.
Ann Thorac Surg. 2010 Mar;89(3):843-50. doi: 10.1016/j.athoracsur.2009.11.048.
In pediatric cardiac surgery, infection is a leading cause of morbidity and mortality. We created a model to predict risk of major infection in this population.
Using the Society of Thoracic Surgeons Congenital Heart Surgery Database, we created a multivariable model in which the primary outcome was major infection (septicemia, mediastinitis, or endocarditis). Candidate-independent variables included demographic characteristics, comorbid conditions, preoperative factors, and cardiac surgical procedures. We created a reduced model by backward selection and then created an integer scoring system using a scaling factor with scores corresponding to percent risk of infection.
Of 30,078 children from 48 centers, 2.8% had major infection (2.6% septicemia, 0.3% mediastinitis, and 0.09% endocarditis). Mortality and postoperative length of stay were greater in those with major infection (mortality, 22.2% versus 3.0%; length of stay >21 days, 69.9% versus 10.7%). Young age, high complexity, previous cardiothoracic operation, preoperative length of stay more than 1 day, preoperative ventilator support, and presence of a genetic abnormality were associated with major infection after backward selection (p < 0.001). Estimated infection risk ranged from less than 0.1% to 13.3%; the model discrimination was good (c index, 0.79).
We created a simple bedside tool to identify children at high risk for major infection after cardiac surgery. These patients may be targeted for interventions to reduce the risk of infection and for inclusion in future clinical trials.
在儿科心脏外科学中,感染是发病率和死亡率的主要原因。我们创建了一个模型,旨在预测该人群中重大感染的风险。
我们利用胸外科医生协会先天性心脏病外科学数据库,创建了一个多变量模型,主要结局是重大感染(败血症、纵隔炎或心内膜炎)。候选独立变量包括人口统计学特征、合并症、术前因素和心脏手术程序。我们通过后向选择创建了一个简化模型,然后使用缩放因子创建了一个整数评分系统,分数对应于感染风险的百分比。
在来自 48 个中心的 30078 名儿童中,有 2.8%发生重大感染(2.6%败血症、0.3%纵隔炎和 0.09%心内膜炎)。发生重大感染的儿童死亡率和术后住院时间更长(死亡率 22.2%比 3.0%;住院时间超过 21 天 69.9%比 10.7%)。年龄较小、高复杂性、先前的心胸外科手术、术前住院时间超过 1 天、术前呼吸机支持和存在遗传异常在向后选择后与重大感染相关(p<0.001)。估计感染风险范围从不到 0.1%到 13.3%;该模型的区分度较好(c 指数,0.79)。
我们创建了一个简单的床边工具,用于识别心脏手术后发生重大感染的高危儿童。这些患者可能是干预措施的目标,以降低感染风险,并纳入未来的临床试验。