Shanmugam Ganesh, West Mark, Berg Geoff
Department of Cardiac Surgery, Western Infirmary, Dumbarton Road, Glasgow G11 6NT, Scotland, UK.
Interact Cardiovasc Thorac Surg. 2005 Aug;4(4):299-303. doi: 10.1510/icvts.2004.104042. Epub 2005 Apr 18.
We compared the performances of the additive and logistic EuroSCORE in predicting mortality in high-risk cardiac surgical patients, at a single institution. Both models were applied to 6535 patients, operated on at the Western Infirmary, Glasgow from March 1994 to August 2004. Calibration and discrimination were assessed using the Hosmer-Lemeshow [HL] Chi-square test and areas under the ROC curve. Overall mortality was 2.95%. Predicted mortalities were 4.1% [additive] and 5.2% [logistic]. Actual mortality was 0.6% in the low risk (additive EuroSCORE 1-2), 2.1% in the medium risk (EuroSCORE 3-5) and 7% in the high-risk groups (EuroSCORE 6 plus). Actual mortality increased beyond a predicted risk of 8-10%. At the low risks both systems slightly over-estimated mortality, with the logistic EuroSCORE being more accurate. At EuroSCOREs between 10-20, the additive EuroSCORE under-estimated risk, while the logistic EuroSCORE over-estimated mortality. Both systems were inaccurate at high risk. The HL statistics were 11.15 [P<0.64] for the additive and 37.78 [P<0.47] for the logistic models. ROC curve areas were 0.749+/-0.04 [additive] and 0.746+/-0.03 [logistic]. The additive EuroSCORE model remains a simple system for cardiac risk assessment. The logistic EuroSCORE was not more accurate even in high-risk patients.
我们在一家机构比较了加法和逻辑回归欧洲心脏手术风险评估系统(EuroSCORE)预测高危心脏手术患者死亡率的性能。这两种模型都应用于1994年3月至2004年8月在格拉斯哥西部医院接受手术的6535例患者。使用霍斯默-莱梅肖(HL)卡方检验和ROC曲线下面积评估校准和区分度。总体死亡率为2.95%。预测死亡率分别为4.1%(加法模型)和5.2%(逻辑回归模型)。低风险组(加法EuroSCORE 1 - 2)的实际死亡率为0.6%,中风险组(EuroSCORE 3 - 5)为2.1%,高风险组(EuroSCORE 6及以上)为7%。实际死亡率在预测风险超过8 - 10%时增加。在低风险时,两种系统都略微高估了死亡率,逻辑回归EuroSCORE更准确。在EuroSCORE为10 - 20时,加法EuroSCORE低估了风险,而逻辑回归EuroSCORE高估了死亡率。两种系统在高风险时都不准确。加法模型的HL统计量为11.15(P<0.64),逻辑回归模型为37.78(P<0.47)。ROC曲线面积分别为0.749±0.04(加法模型)和0.746±0.03(逻辑回归模型)。加法EuroSCORE模型仍然是一种简单的心脏风险评估系统。即使在高危患者中,逻辑回归EuroSCORE也并不更准确。