Tu J V, Jaglal S B, Naylor C D
Institute for Clinical Evaluative Sciences, North York, Ontario, Canada.
Circulation. 1995 Feb 1;91(3):677-84. doi: 10.1161/01.cir.91.3.677.
A multicenter population-based study was conducted to develop and validate a risk index for mortality, intensive care unit (ICU) length of stay, and postoperative length of stay after cardiac surgery.
Data were collected from 13,098 patients undergoing cardiac surgery between April 1, 1991, and March 31, 1993, at all nine adult cardiac surgery institutions in Ontario, Canada. A six-variable risk index (age, sex, left ventricular function, type of surgery, urgency of surgery, and repeat operation) was developed using logistic regression analysis to predict in-hospital mortality, ICU stay in days, and postoperative stay in days after cardiac surgery in a derivation set of 6213 patients who had cardiac surgery during fiscal year 1991 (April 1, 1991, to March 31, 1992). The index predicted mortality, prolonged ICU stay (> or = 6 days), and prolonged postoperative length of stay (> or = 17 days) after cardiac surgery with areas under the receiver-operating characteristic (ROC) curve of 0.75, 0.66, and 0.69, respectively, in an independent validation set of 6885 patients who had cardiac surgery during fiscal year 1992 (April 1, 1992, to March 31, 1993). Increasing risk scores were associated with greater mortality rates and longer ICU and postoperative stays at all nine institutions.
Mortality, ICU length of stay, and postoperative length of stay after cardiac surgery can be predicted using a simple six-variable risk index. The index has potential application as a risk stratification tool for comparing patient outcomes and resource use among different hospitals and surgeons.
开展了一项基于人群的多中心研究,以制定并验证心脏手术后死亡率、重症监护病房(ICU)住院时长及术后住院时长的风险指数。
收集了1991年4月1日至1993年3月31日期间在加拿大安大略省所有9家成人心脏外科机构接受心脏手术的13098例患者的数据。采用逻辑回归分析,在1991财年(1991年4月1日至1992年3月31日)接受心脏手术的6213例患者的推导集中,制定了一个包含六个变量的风险指数(年龄、性别、左心室功能、手术类型、手术紧急程度及再次手术),以预测心脏手术后的院内死亡率、ICU住院天数及术后住院天数。在1992财年(1992年4月1日至1993年3月31日)接受心脏手术的6885例患者的独立验证集中,该指数预测心脏手术后死亡率、ICU住院时间延长(≥6天)及术后住院时间延长(≥17天)的受试者工作特征(ROC)曲线下面积分别为0.75、0.66和0.69。在所有9家机构中,风险评分增加与更高的死亡率以及更长的ICU和术后住院时间相关。
使用一个简单的包含六个变量的风险指数可以预测心脏手术后的死亡率、ICU住院时长及术后住院时长。该指数作为一种风险分层工具,在比较不同医院和外科医生的患者结局及资源使用方面具有潜在应用价值。