Saydah Sharon H, Byrd-Holt Danita, Harris Maureen I
Social and Scientific Systems, Silver Spring, Maryland, USA.
Diabetes Care. 2002 Nov;25(11):1940-5. doi: 10.2337/diacare.25.11.1940.
To determine the feasibility of using either fasting plasma glucose or HbA(1c) to identify individuals in the U.S. population who meet the Diabetes Prevention Program (DPP) criteria for intervention, defined as BMI >/=24 kg/m(2), fasting plasma glucose level 96-125 mg/dl, and 2-h glucose level 140-199 mg/dl in an oral glucose tolerance test (OGTT).
Analysis of a representative sample of U.S. adults aged 40-74 years with no medical history of diabetes for whom data on height, weight, fasting plasma glucose, HbA(1c), and 2-h plasma glucose during an OGTT were obtained. Sensitivity, specificity, positive predictive value (PPV), and receiver operator characteristic (ROC) curves for fasting glucose and HbA(1c) were determined.
Using BMI <24 kg/m(2) as an initial criterion eliminated 27.2% of U.S. adults from further testing. Of the remaining group, 41.1% did not have to be considered for an OGTT because their fasting glucose level was below or above 96-125 mg/dl. Overall, 10.6% of adults aged 40-74 years without medical history of diabetes met the DPP eligibility criteria for intervention. Among individuals with BMI >/=24 kg/m(2) and fasting glucose level 96-125 mg/dl, applying a fasting plasma glucose cutoff of >/=105 mg/dl excluded 62.5% of this group and resulted in 56.0% of those with 2-h glucose level 140-199 mg/dl in this group being identified, with a specificity of 72.0% and a PPV of 17.1%. Similar values were obtained for an HbA(1c) cutoff value of >/=5.5%.
Using data on BMI and setting cutoff values for fasting glucose and HbA(1c) would greatly reduce the number of individuals who would need to undergo an OGTT while achieving adequate sensitivity, specificity, and PPV.
确定使用空腹血糖或糖化血红蛋白(HbA1c)来识别美国人群中符合糖尿病预防计划(DPP)干预标准个体的可行性,该标准定义为体重指数(BMI)≥24kg/m²、空腹血糖水平96 - 125mg/dl,以及口服葡萄糖耐量试验(OGTT)中2小时血糖水平140 - 199mg/dl。
对年龄在40 - 74岁、无糖尿病病史的美国成年人代表性样本进行分析,获取其身高、体重、空腹血糖、HbA1c以及OGTT期间2小时血糖的数据。确定空腹血糖和HbA1c的敏感性、特异性、阳性预测值(PPV)以及受试者工作特征(ROC)曲线。
以BMI<24kg/m²作为初始标准,可使27.2%的美国成年人无需进一步检测。在其余人群中,41.1%因空腹血糖水平低于或高于96 - 125mg/dl而无需进行OGTT检测。总体而言,年龄在40 - 74岁、无糖尿病病史的成年人中有10.6%符合DPP干预资格标准。在BMI≥24kg/m²且空腹血糖水平96 - 125mg/dl的个体中,采用≥105mg/dl的空腹血糖临界值可排除该组62.5%的个体,从而识别出该组中2小时血糖水平在140 - 199mg/dl的个体中的56.0%,特异性为72.0%,PPV为17.1%。对于≥5.5%的HbA1c临界值,也获得了类似的值。
利用BMI数据并设定空腹血糖和HbA1c的临界值,将大幅减少需要进行OGTT检测的个体数量,同时实现足够的敏感性、特异性和PPV。