Norberg M, Eriksson J W, Lindahl B, Andersson C, Rolandsson O, Stenlund H, Weinehall L
Section of Epidemiology and Public Health Sciences, Department of Public Health and Clinical Medicine, Umea University, Umea, Sweden.
J Intern Med. 2006 Sep;260(3):263-71. doi: 10.1111/j.1365-2796.2006.01689.x.
To identify a screening model that predicts high risk of future type 2 diabetes and is useful in clinical practice.
Incident case-referent study nested within a population-based health survey. We compared screening models with three risk criteria and calculated sensitivity, specificity, positive (PPV) and negative (NPV) predictive values and attributable proportion. We used fasting plasma glucose (FPG) alone or with an oral glucose tolerance test (OGTT), glycosylated haemoglobin A (HbA1c) (normal range 3.6-5.3%), body mass index (BMI), triglycerides and family history of diabetes (FHD).
Participants in a health survey at all primary care centres (n=33,336) and subjects with diagnosed type 2 diabetes in primary and hospital care (n=6088) in Umeå during 1989-2001.
Each of the 164 subjects who developed clinically diagnosed type 2 diabetes (median time to diagnosis of 5.4 years) and 304 sex- and age-matched referents without diabetes diagnosis.
Screening models with at least one criterion present had sensitivities of 0.90-0.96, specificities of 0.43-0.57 and PPVs of 8-9%. Combinations of the criteria, FPG>or=6.1 mmol L-1 (capillary plasma), HbA1c>or=4.7% and BMI>or=27 in men and BMI>or=30 in women, had sensitivities, specificities and PPVs of 0.66%, 0.93% and 32%, and 0.52%, 0.97% and 46% respectively. Using FHD as one of three risk criteria showed comparable results. Addition of triglycerides or OGTT did not improve the prediction.
The combination of HbA1c, FPG and BMI are effective in screening for individuals at risk of future clinical diagnosis of type 2 diabetes. OGTT or FHD is not necessary.
确定一种能预测未来患2型糖尿病高风险且适用于临床实践的筛查模型。
基于人群健康调查开展的病例对照研究。我们将筛查模型与三种风险标准进行比较,并计算敏感性、特异性、阳性预测值(PPV)和阴性预测值(NPV)以及归因比例。我们单独使用空腹血糖(FPG)或联合口服葡萄糖耐量试验(OGTT)、糖化血红蛋白A(HbA1c)(正常范围3.6 - 5.3%)、体重指数(BMI)、甘油三酯和糖尿病家族史(FHD)。
1989 - 2001年期间,于默奥所有初级保健中心参与健康调查的参与者(n = 33336)以及在初级和医院护理中被诊断为2型糖尿病的患者(n = 6088)。
164例临床诊断为2型糖尿病的患者(诊断中位时间为5.4年)以及304例年龄和性别匹配且未诊断为糖尿病的对照者。
至少存在一项标准的筛查模型敏感性为0.90 - 0.96,特异性为0.43 - 0.57,阳性预测值为8 - 9%。标准组合,即男性FPG≥6.1 mmol/L(毛细血管血浆)、HbA1c≥4.7%且BMI≥27,女性BMI≥30,敏感性、特异性和阳性预测值分别为0.66%、0.93%和32%,以及0.52%、0.97%和46%。将FHD作为三项风险标准之一显示出类似结果。添加甘油三酯或OGTT并未改善预测效果。
HbA1c、FPG和BMI的组合在筛查未来有临床诊断2型糖尿病风险的个体方面有效。OGTT或FHD并非必需。