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Risk stratification for healthcare planning in women with gestational diabetes mellitus

机译:妊娠糖尿病妇女医疗保健计划的风险分层

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Background: To identify relevant factors predicting the need for insulin therapy in women with gestational diabetes mellitus (GDM) and secondly to determine a potential ‘low- risk’ diet-treated group who are likely to have good pregnancy outcomes. Methods: A retrospective analysis between 2011-2014. Multivariable backward stepwise logistic regression was used to identify the predictors of the need for insulin therapy. To identify a ‘low-risk’ diet-treated group, the group was stratified according to pregnancy complications. Diet-treated women with indications for induction in secondary care were excluded. Results: A total of 820 GDM women were included, 360 (44%) women required additional insulin therapy. The factors predicting the need for insulin therapy were: previous GDM, family history of diabetes, a previous infant weighing ≥ 4500 gram, Middle-East/North-African descent, multiparity, pre-gestational BMI ≥ 30 kg/m2, and an increased fasting glucose level ≥ 5.5 mmol/l (OR 6.03;CI 3.56-10.22) and two-hour glucose level ≥ 9.4 mmol/l after a 75-gram oral glucose tolerance test at GDM diagnosis. In total 125 (54%) women treated with diet only had pregnancy complications. Primiparity and higher weight gain during pregnancy were the best predictors for complications (predictive probability 0.586 and 0.603). Conclusion: In this GDM population we found various relevant factors predicting the need for insulin therapy. A fasting glucose level ≥ 5.5 mmol/l at GDM diagnosis was by far the strongest predictor. Women with GDM who had good glycaemic control on diet only with a higher parity and less weight gain had a lower risk for pregnancy complications.
机译:背景:确定预测妊娠糖尿病(GDM)妇女需要胰岛素治疗的相关因素,其次确定潜在的“低风险”饮食治疗组,这些组可能具有良好的妊娠结局。方法:回顾性分析2011年至2014年。多变量后向逐步逻辑回归用于确定胰岛素治疗需求的预测因素。为了确定“低风险”饮食治疗组,该组根据妊娠并发症进行了分层。在二级保健中有诱导迹象的饮食治疗妇女被排除在外。结果:总共包括820名GDM妇女,其中360名(44%)妇女需要额外的胰岛素治疗。预测需要胰岛素治疗的因素有:先前的GDM,糖尿病家族史,先前体重≥4500克的婴儿,中东/北非血统,多胎,妊娠前BMI≥30 kg / m2以及体重增加在GDM诊断时进行75克口服葡萄糖耐量试验后,空腹血糖水平≥5.5 mmol / l(OR 6.03; CI 3.56-10.22)和两小时血糖水平≥9.4 mmol / l。在总共125名(54%)接受饮食治疗的妇女中,只有妊娠并发症。孕早期的初产和体重增加是并发症的最佳预测因子(预测概率为0.586和0.603)。结论:在这一GDM人群中,我们发现了各种相关因素可预测是否需要胰岛素治疗。迄今为止,在GDM诊断中空腹血糖≥5.5 mmol / l是最强的预测因子。 GDM的妇女只有在较高的胎次和体重增加的情况下,对饮食的血糖控制良好,妊娠并发症的风险较低。

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