Dorsch M F, Lawrance R A, Sapsford R J, Oldham J, Greenwood D C, Jackson B M, Morrell C, Ball S G, Robinson M B, Hall A S
The BHF Heart Research Centre, G-Floor, Jubilee Building, Leeds General Infirmary, Leeds LS1 3EX, UK.
Heart. 2001 Aug;86(2):150-4. doi: 10.1136/heart.86.2.150.
To develop a simple risk model as a basis for evaluating care of patients admitted with acute myocardial infarction.
From coronary care registers, biochemistry records and hospital management systems, 2153 consecutive patients with confirmed acute myocardial infarction were identified. With 30 day all cause mortality as the end point, a multivariable logistic regression model of risk was constructed and validated in independent patient cohorts. The areas under receiver operating characteristic curves were calculated as an assessment of sensitivity and specificity. The model was reapplied to a number of commonly studied subgroups for further assessment of robustness.
A three variable model was developed based on age, heart rate, and systolic blood pressure on admission. This produced an individual probability of death by 30 days (P(30)) where P(30) = 1/(1 + exp(-L(30))) and L(30) = -5.624 + (0.085 x age) + (0.014 x heart rate) - (0.022 x systolic blood pressure). The areas under the receiver operating characteristic curves for the reference and test cohorts were 0.79 (95% CI 0.76 to 0.82) and 0.76 (95% CI 0.72 to 0.79), respectively. To aid application of the model to routine clinical audit, a normogram relating observed mortality and sample size to the likelihood of a significant deviation from the expected 30 day mortality rate was constructed.
This risk model is simple, reproducible, and permits quality of care of acute myocardial infarction patients to be reliably evaluated both within and between centres.
开发一种简单的风险模型,作为评估急性心肌梗死入院患者护理情况的基础。
从冠心病监护登记册、生化记录和医院管理系统中,识别出2153例连续确诊的急性心肌梗死患者。以30天全因死亡率为终点,构建多变量逻辑回归风险模型,并在独立患者队列中进行验证。计算受试者工作特征曲线下面积,以评估敏感性和特异性。将该模型重新应用于一些常用研究亚组,以进一步评估其稳健性。
基于年龄、心率和入院时收缩压建立了一个三变量模型。由此得出30天内个体死亡概率(P(30)),其中P(30)=1/(1 + exp(-L(30))),L(30)= -5.624 + (0.085×年龄)+(0.014×心率)-(0.022×收缩压)。参考队列和测试队列的受试者工作特征曲线下面积分别为0.79(95%CI 0.76至0.82)和0.76(95%CI 0.72至0.79)。为便于将该模型应用于常规临床审计,构建了一个正态图,将观察到的死亡率和样本量与预期30天死亡率显著偏差的可能性相关联。
该风险模型简单、可重复,能够可靠地评估中心内和中心间急性心肌梗死患者的护理质量。