Hannan Edward L, Wu Chuntao, Bennett Edward V, Carlson Russell E, Culliford Alfred T, Gold Jeffrey P, Higgins Robert S D, Isom O Wayne, Smith Craig R, Jones Robert H
University at Albany, State University of New York, Albany, New York, USA.
J Am Coll Cardiol. 2006 Feb 7;47(3):661-8. doi: 10.1016/j.jacc.2005.10.057. Epub 2006 Jan 4.
The purpose of this research was to develop a risk index for in-hospital mortality for coronary artery bypass graft (CABG) surgery.
Risk indexes for CABG surgery are used to assess patients' operative risk as well as to profile hospitals and surgeons. None has been developed using data from a population-based region in the U.S. for many years.
Data from New York's Cardiac Surgery Reporting System in 2002 were used to develop a statistical model that predicts mortality and to create a risk index based on a relatively small number of patient risk factors. The fit of the index was tested by applying it to another year (2003) of New York data and testing the correspondence of expected and observed mortality rates for each risk score in the index.
The risk index contains a total of 10 risk factors (age, female gender, hemodynamic state, ejection fraction, pre-procedural myocardial infarction, chronic obstructive pulmonary disease, calcified ascending aorta, peripheral arterial disease, renal failure, and previous open heart operations). The score possible for each variable ranges from 0 to 5, and total risk scores possible range from 0 to 34. The highest score observed for any patient was 22, and 93% of the patients had scores of 8 or lower. When the risk index was applied to another year of New York data with a considerably lower mortality rate, the C-statistic was 0.782.
The risk index appears to be a valuable tool for predicting patient risk when applied to another year of New York data. It should now be tested against other risk indexes in a variety of geographical regions.
本研究旨在开发一种用于冠状动脉旁路移植术(CABG)院内死亡率的风险指数。
CABG手术的风险指数用于评估患者的手术风险以及描绘医院和外科医生的概况。多年来,尚未有基于美国一个地区的人群数据开发的风险指数。
使用2002年纽约心脏手术报告系统的数据来开发一个预测死亡率的统计模型,并基于相对较少的患者风险因素创建一个风险指数。通过将该指数应用于纽约另一年份(2003年)的数据,并测试该指数中每个风险评分的预期死亡率和观察到的死亡率之间的对应关系,来检验该指数的拟合度。
该风险指数总共包含10个风险因素(年龄、女性性别、血流动力学状态、射血分数、术前心肌梗死、慢性阻塞性肺疾病、升主动脉钙化、外周动脉疾病、肾衰竭和既往心脏直视手术)。每个变量的可能得分范围为0至5分,总风险得分范围为0至34分。观察到的任何患者的最高得分为22分,93%的患者得分在8分或以下。当将该风险指数应用于死亡率相当低的纽约另一年份的数据时,C统计量为0.782。
当应用于纽约另一年份的数据时,该风险指数似乎是预测患者风险的一个有价值的工具。现在应该在不同地理区域与其他风险指数进行对比测试。