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欧洲心脏手术风险评估系统(EuroSCORE)在高危患者中的相加性和逻辑回归表现。

Additive and logistic EuroSCORE performance in high risk patients.

作者信息

Shanmugam Ganesh, West Mark, Berg Geoff

机构信息

Department of Cardiac Surgery, Western Infirmary, Dumbarton Road, Glasgow G11 6NT, Scotland, UK.

出版信息

Interact Cardiovasc Thorac Surg. 2005 Aug;4(4):299-303. doi: 10.1510/icvts.2004.104042. Epub 2005 Apr 18.

Abstract

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.

摘要

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。

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