State University of New York, Albany, New York, USA.
Ann Thorac Surg. 2013 Jan;95(1):46-52. doi: 10.1016/j.athoracsur.2012.08.047. Epub 2012 Nov 28.
Simplified risk scores for coronary artery bypass graft surgery are frequently in lieu of more complicated statistical models and are valuable for informed consent and choice of intervention. Previous risk scores have been based on in-hospital mortality, but a substantial number of patients die within 30 days of the procedure. These deaths should also be accounted for, so we have developed a risk score based on in-hospital and 30-day mortality.
New York's Cardiac Surgery Reporting System was used to develop an in-hospital and 30-day logistic regression model for patients undergoing coronary artery bypass graft surgery in 2009, and this model was converted into a simple linear risk score that provides estimated in-hospital and 30-day mortality rates for different values of the score. The accuracy of the risk score in predicting mortality was tested. This score was also validated by applying it to 2008 New York coronary artery bypass graft data. Subsequent analyses evaluated the ability of the risk score to predict complications and length of stay.
The overall in-hospital and 30-day mortality rate for the 10,148 patients in the study was 1.79%. There are seven risk factors comprising the score, with risk factor scores ranging from 1 to 5, and the highest possible total score is 23. The score accurately predicted mortality in 2009 as well as in 2008, and was strongly correlated with complications and length of stay.
The risk score is a simple way of estimating short-term mortality that accurately predicts mortality in the year the model was developed as well as in the previous year. Perioperative complications and length of stay are also well predicted by the risk score.
简化的冠状动脉旁路移植术风险评分通常替代更为复杂的统计模型,对于知情同意和干预措施的选择具有重要价值。之前的风险评分基于住院死亡率,但大量患者在手术后 30 天内死亡。这些死亡也应该被考虑在内,因此我们基于住院和 30 天死亡率制定了一个风险评分。
利用纽约心脏手术报告系统,于 2009 年为接受冠状动脉旁路移植术的患者建立了一个住院和 30 天的逻辑回归模型,并将该模型转化为一个简单的线性风险评分,为不同评分值提供估计的住院和 30 天死亡率。该风险评分预测死亡率的准确性得到了检验。该评分还通过应用于 2008 年纽约冠状动脉旁路移植数据进行了验证。随后的分析评估了风险评分预测并发症和住院时间的能力。
该研究中 10148 例患者的总体住院和 30 天死亡率为 1.79%。评分包括七个风险因素,风险因素评分范围为 1 至 5,总得分最高为 23。该评分准确地预测了 2009 年和 2008 年的死亡率,与并发症和住院时间密切相关。
该风险评分是一种估计短期死亡率的简单方法,能够准确预测模型制定当年以及前一年的死亡率。风险评分还能很好地预测围手术期并发症和住院时间。