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The Predictive Effects of Early Pregnancy Lipid Profiles and Fasting Glucose on the Risk of Gestational Diabetes Mellitus Stratified by Body Mass Index

机译:早孕脂质谱和空腹葡萄糖对体重指数分层妊娠期糖尿病风险的预测效应

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摘要

This study aimed at evaluating the predictive effects of early pregnancy lipid profiles and fasting glucose on the risk of gestational diabetes mellitus (GDM) in patients stratified by prepregnancy body mass index (p-BMI) and to determine the optimal cut-off values of each indicator for different p-BMI ranges. A retrospective system cluster sampling survey was conducted in Beijing during 2013 and a total of 5,265 singleton pregnancies without prepregnancy diabetes were included. The information for each participant was collected individually using questionnaires and medical records. Logistic regression analysis and receiver operator characteristics analysis were used in the analysis. Outcomes showed that potential markers for the prediction of GDM include early pregnancy lipid profiles (cholesterol, triacylglycerols, low-density lipoprotein cholesterol/high-density lipoprotein cholesterol ratios [LDL-C/HDL-C], and triglyceride to high-density lipoprotein cholesterol ratios [TG/HDL-C]) and fasting glucose, of which fasting glucose level was the most accurate indicator. Furthermore, the predictive effects and cut-off values for these factors varied according to p-BMI. Thus, p-BMI should be a consideration for the risk assessment of pregnant patients for GDM development.
机译:本研究旨在评估早期妊娠脂质谱和空腹葡萄糖对由预妊娠体重指数(P-BMI)分层分层的妊娠期糖尿病(GDM)风险的预测效果,并确定各自的最佳截止值不同P-BMI范围的指示。 2013年北京进行了回顾性系统集群采样调查,共用了5,265名没有预孕糖尿病的单身妊娠。每个参与者的信息都是使用问卷和医疗记录的单独收集。在分析中使用了物流回归分析和接收器操作特性分析。结果表明,对于GDM的预测潜在的标志物包括早期妊娠血脂(胆固醇,甘油三酯,低密度脂蛋白胆固醇/高密度脂蛋白胆固醇的比率[LDL-C / HDL-C],和甘油三酯到高密度脂蛋白胆固醇比率[Tg / hdl-c])和空腹葡萄糖,其中空腹葡萄糖水平是最准确的指标。此外,根据P-BMI,这些因素的预测效果和截止值变化。因此,P-BMI应考虑怀孕患者的GDM发育患者的风险评估。

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