Rosenthal M, McMahan C A, Stern M P, Eifler C W, Haffner S M, Hazuda H P, Franco L J
J Chronic Dis. 1985;38(1):5-16. doi: 10.1016/0021-9681(85)90003-7.
Evidence for bimodality in the distribution of two hour post oral glucose challenge plasma glucose concentrations has come previously primarily from native American and Pacific Island populations having high non-insulin dependent diabetes mellitus (NIDDM) prevalence. Because the National Diabetes Data Group (NDDG) criteria for diagnosing NIDDM rely in part upon the assumption of bimodality, it is important to determine the generality of this phenomenon. We looked for bimodality among Mexican Americans in San Antonio, a population having greater than 50% Caucasian admixture. By fitting both a single normal distribution model and a mixture model of two normal distributions, for each age decade, we found that the mixture model was preferred to the single normal model (p less than 0.001) and that this model fit the data well. The proportion in the upper component (hyperglycemics) increased with each successive age decade. The minimum misclassification cutpoints decreased with age, but all were higher than the 200 mg/dl cutpoint recommended by the NDDG. Use of the NDDG cutpoint, however, improved sensitivity with only a minimal deterioration of specificity. Our findings further generalize the bimodality phenomenon and support the NDDG criteria.
口服葡萄糖耐量试验后两小时血浆葡萄糖浓度分布呈双峰性的证据此前主要来自非胰岛素依赖型糖尿病(NIDDM)患病率较高的美国原住民和太平洋岛民群体。由于国家糖尿病数据组(NDDG)诊断NIDDM的标准部分依赖于双峰性的假设,确定这一现象的普遍性很重要。我们在圣安东尼奥的墨西哥裔美国人中寻找双峰性,这是一个白人血统混合比例超过50%的群体。通过对每个十年年龄组拟合单正态分布模型和双正态分布混合模型,我们发现混合模型比单正态模型更优(p小于0.001),且该模型能很好地拟合数据。较高血糖成分(高血糖者)的比例随年龄每增加一个十年而上升。最小误分类切点随年龄下降,但均高于NDDG推荐的200mg/dl切点。然而,使用NDDG切点可提高敏感性,特异性仅略有下降。我们的研究结果进一步推广了双峰性现象,并支持NDDG标准。