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Individually customised fetal weight charts derived from ultrasound measurements: the Generation R Study

机译:源自超声测量的个性化胎儿体重图:R代研究

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摘要

Maternal and fetal characteristics are important determinants of fetal growth potential, and should ideally be taken into consideration when evaluating fetal growth variation. We developed a model for individually customised growth charts for estimated fetal weight, which takes into account physiological maternal and fetal characteristics known at the start of pregnancy. We used fetal ultrasound data of 8,162 pregnant women participating in the Generation R Study, a prospective, population-based cohort study from early pregnancy onwards. A repeated measurements regression model was constructed, using backward selection procedures for identifying relevant maternal and fetal characteristics. The final model for estimating expected fetal weight included gestational age, fetal sex, parity, ethnicity, maternal age, height and weight. Using this model, we developed individually customised growth charts, and their corresponding standard deviations, for fetal weight from 18 weeks onwards. Of the total of 495 fetuses who were classified as small size for gestational age (<10th percentile) when fetal weight was evaluated using the normal population growth chart, 80 (16%) were in the normal range when individually customised growth charts were used. 550 fetuses were classified as small size for gestational age using individually customised growth charts, and 135 of them (25%) were classified as normal if the unadjusted reference chart was used. In conclusion, this is the first study using ultrasound measurements in a large population-based study to fit a model to construct individually customised growth charts, taking into account physiological maternal and fetal characteristics. These charts might be useful for use in epidemiological studies and in clinical practice.Electronic supplementary materialThe online version of this article (doi:10.1007/s10654-011-9629-7) contains supplementary material, which is available to authorized users.
机译:孕产妇和胎儿特征是胎儿生长潜力的重要决定因素,在评估胎儿生长变异时,应理想地考虑它们。我们针对估计的胎儿体重开发了单独定制的生长图模型,该模型考虑了怀孕开始时已知的生理母体和胎儿特征。我们使用了8162名孕妇的胎儿超声数据,他们参与了R一代研究,该研究是从怀孕初期开始的一项基于人群的前瞻性队列研究。使用向后选择程序确定相关的母婴特征,构建了重复测量回归模型。估计预期胎儿体重的最终模型包括胎龄,胎儿性别,胎次,种族,产妇年龄,身高和体重。从18周开始,我们使用该模型为胎儿体重制定了个性化的生长图及其相应的标准差。当使用正常人口增长图评估胎儿体重时,被归类为胎龄小(<10%)的495例胎儿中,当使用单独定制的增长图时,其中80例处于正常范围(16%)。使用单独定制的生长图,将550个胎儿按胎龄分类为小号,如果使用未经调整的参考图,将其中135个胎儿(25%)分类为正常。总之,这是第一项在大型人群研究中使用超声测量结果来拟合模型以构建单独定制的生长图的研究,同时考虑了母体和胎儿的生理特征。这些图表可能对流行病学研究和临床实践很有用。电子补充材料本文的在线版本(doi:10.1007 / s10654-011-9629-7)包含补充材料,授权用户可以使用。

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