Department of Obstetrics and Gynecology, University of Sao Paulo School of Medicine, Sao Paulo, Brazil.
Diabetes Res Clin Pract. 2010 Apr;88(1):81-6. doi: 10.1016/j.diabres.2009.12.023. Epub 2010 Jan 13.
To determine the possible factors predicting the insulin requirement in pregnancies complicated by gestational diabetes mellitus (GDM).
A total of 294 patients with GDM diagnosed by the 100-g/3-h oral glucose tolerance test (OGTT) were studied. The following factors were analyzed: maternal age, nulliparity, family history of diabetes, prepregnancy BMI, prior GDM, prior fetal macrosomia, multiple pregnancy, polyhydramnios, gestational age at diagnosis of GDM, smoking, hypertension, number of abnormal 100-g/3-h OGTT values, and glycated hemoglobin (HbA1c). The association between each factor and the need for insulin therapy was then analyzed individually. The performance of these factors to predict the probability of insulin therapy was estimated using a logistic regression model.
Univariate analysis showed a positive correlation between insulin therapy and prepregnancy BMI, family history of diabetes, hypertension, prior GDM, prior fetal macrosomia, number of abnormal 100-g/3-h OGTT values, and HbA1c (P<0.05). Prepregnancy BMI, family history of diabetes, number of abnormal 100-g/3-h OGTT values and HbA1c were statistically significant variables in the logistic regression model.
The probability of insulin therapy can be estimated in pregnant women with GDM based on prepregnancy BMI, family history of diabetes, number of abnormal 100-g/3-h OGTT values, and HbA1c concentration.
确定预测妊娠合并糖尿病(GDM)患者胰岛素需求的可能因素。
研究了 294 例经 100g/3h 口服葡萄糖耐量试验(OGTT)诊断为 GDM 的患者。分析了以下因素:母亲年龄、初产妇、糖尿病家族史、孕前 BMI、既往 GDM、既往巨大儿、多胎妊娠、羊水过多、GDM诊断时的孕龄、吸烟、高血压、异常 100g/3h OGTT 值的数量和糖化血红蛋白(HbA1c)。然后单独分析每个因素与胰岛素治疗需求的关系。使用逻辑回归模型评估这些因素预测胰岛素治疗概率的性能。
单因素分析显示,胰岛素治疗与孕前 BMI、糖尿病家族史、高血压、既往 GDM、既往巨大儿、异常 100g/3h OGTT 值数量和 HbA1c 呈正相关(P<0.05)。在逻辑回归模型中,孕前 BMI、糖尿病家族史、异常 100g/3h OGTT 值数量和 HbA1c 是统计学上显著的变量。
可根据孕前 BMI、糖尿病家族史、异常 100g/3h OGTT 值数量和 HbA1c 浓度来估计 GDM 孕妇胰岛素治疗的概率。