Karakaya Jale, Aksoy Duygu Yazgan, Harmanci Ayla, Karaagaoglu Ergun, Gurlek Alper
Department of Biostatistics, Hacettepe University School of Medicine, Ankara, Turkey.
J Diabetes Complications. 2007 Sep-Oct;21(5):300-5. doi: 10.1016/j.jdiacomp.2006.05.001.
The performance of diagnostic tests may vary according to patient characteristics. The aim of this study is to find out the factors, if any, that may affect the performance of fasting plasma glucose (FPG) to predict a diabetic 2-h postload glucose level (> or =200 mg/dl) in oral glucose tolerance test (OGTT). One hundred ninety-six patients with known risk factors for diabetes mellitus to whom OGTT was applied were included. Factors that may have an effect on the performance of FPG in prediction of a diabetic value in OGTT were determined by using logistic regression and likelihood ratios (LRs). The cutoff of FPG predicting a 2-h postload glucose of > or =200 mg/dl was calculated by receiver operating characteristic curve as 110 mg/dl (sensitivity, 76.7%; specificity, 75.9%). Waist-to-hip ratio (WHR) and body mass index (BMI) influenced sensitivity, whereas age, family history, and presence of hyperlipidemia affected specificity of FPG. Significant factors for positive LR were age and hyperlipidemia, whereas sex, smoking, hyperlipidemia, physical inactivity, WHR, and BMI influenced negative LR. Fasting plasma glucose performance as a diagnostic test can be affected by many factors that are clearly stated as risk factors for diabetes mellitus. These data emphasize how the interpretation of a diagnostic test varies as the patient characteristics vary; the criteria that we confidently rely on may not be that reliable, changing between just two different patients.
诊断测试的性能可能因患者特征而异。本研究的目的是找出可能影响空腹血糖(FPG)在口服葡萄糖耐量试验(OGTT)中预测糖尿病患者负荷后2小时血糖水平(≥200mg/dl)性能的因素(如有)。纳入了196例已知有糖尿病风险因素且接受了OGTT的患者。通过使用逻辑回归和似然比(LRs)确定了可能影响FPG在OGTT中预测糖尿病值性能的因素。通过受试者工作特征曲线计算出预测负荷后2小时血糖≥200mg/dl的FPG临界值为110mg/dl(敏感性为76.7%;特异性为75.9%)。腰臀比(WHR)和体重指数(BMI)影响敏感性,而年龄、家族史和高脂血症的存在影响FPG的特异性。阳性似然比的显著因素是年龄和高脂血症,而性别、吸烟、高脂血症、身体活动不足、WHR和BMI影响阴性似然比。作为一种诊断测试,空腹血糖性能可能受到许多明确列为糖尿病风险因素的因素影响。这些数据强调了诊断测试的解释如何随着患者特征的变化而变化;我们自信依赖的标准可能并不那么可靠,在仅两个不同患者之间就会发生变化。