Centre for Statistics in Medicine, Wolfson College Annexe, University of Oxford, Linton Road, Oxford OX2 6UD, UK.
Heart. 2012 Jul;98(14):1091-7. doi: 10.1136/heartjnl-2012-302014. Epub 2012 Jun 11.
To evaluate the performance of the QStatin scores for predicting the 5-year risk of developing acute renal failure, cataract, liver dysfunction and myopathy in men and women in England and Wales receiving statins.
Prospective cohort study to evaluate the performance of four statin risk prediction models.
364 practices in the UK contributing to The Health Improvement Network database.
2.2 million patients aged 35-84 years registered with a general practice surgery between 1 January 2002 and 30 June 2008, with 2037 incident cases of acute renal failure, 25 692 incident cataract cases, 14 756 cases of liver dysfunction and 1209 incident cases of myopathy.
First recorded occurrence of acute renal failure, cataract, moderate or severe liver dysfunction and moderate or severe myopathic events as recorded in general practice records.
Results from this independent and external validation of QStatin scores indicate that models predicting the 5-year statin risk of developing acute renal failure, cataracts and myopathy perform well with areas under the receiver operating characteristic curve ranging from 0.73 to 0.87. Calibration plots for the three models also indicated close agreement between observed and predicted risks. Poor performance was observed for the model predicting the 5-year statin risk of developing liver dysfunction with areas under the receiver operating characteristic curve of 0.64 and 0.60 for women and men, respectively.
QStatin scores for predicting the 5-year statin risk of developing acute renal failure, cataract and myopathy appear to be useful models with good discriminative and calibration properties. The model for predicting the 5-year statin risk of developing liver dysfunction appears to have limited ability to identify high-risk individuals and the authors caution against its use.
评估 QStatin 评分在预测英格兰和威尔士接受他汀类药物治疗的男性和女性发生急性肾衰竭、白内障、肝功能障碍和肌病的 5 年风险方面的表现。
前瞻性队列研究,评估四种他汀类药物风险预测模型的性能。
英国 364 家参与健康改善网络数据库的诊所。
2002 年 1 月 1 日至 2008 年 6 月 30 日期间在普通外科登记的年龄在 35-84 岁之间的 220 万名患者,有 2037 例急性肾衰竭、25692 例白内障、14756 例肝功能障碍和 1209 例肌病的新发病例。
普通实践记录中首次记录的急性肾衰竭、白内障、中度或重度肝功能障碍和中度或重度肌病事件的发生。
该 QStatin 评分的独立和外部验证结果表明,预测他汀类药物发生急性肾衰竭、白内障和肌病的 5 年风险的模型表现良好,接受者操作特征曲线下面积范围为 0.73 至 0.87。这三个模型的校准图也表明,观察到的风险与预测风险之间存在密切的一致性。预测他汀类药物引起肝功能障碍的 5 年风险的模型表现不佳,女性和男性的接受者操作特征曲线下面积分别为 0.64 和 0.60。
预测他汀类药物发生急性肾衰竭、白内障和肌病的 5 年风险的 QStatin 评分似乎是一种具有良好判别和校准特性的有用模型。预测他汀类药物引起肝功能障碍的 5 年风险的模型似乎无法识别高风险个体,因此作者警告不要使用该模型。