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低风险人群大脑中动脉和脐动脉搏动指数及脑胎盘比率的参考百分位数——一种位置、形状和尺度的广义相加模型(GAMLSS)方法

Reference centiles for the middle cerebral artery and umbilical artery pulsatility index and cerebro-placental ratio from a low-risk population - a Generalised Additive Model for Location, Shape and Scale (GAMLSS) approach.

作者信息

Flatley Christopher, Kumar Sailesh, Greer Ristan M

机构信息

a Mater Research Institute , University of Queensland , Brisbane , Australia.

b School of Medicine , University of Queensland , Brisbane , Australia.

出版信息

J Matern Fetal Neonatal Med. 2019 Jul;32(14):2338-2345. doi: 10.1080/14767058.2018.1432590. Epub 2018 Feb 6.

Abstract

OBJECTIVE

The primary aim of this study was to create reference ranges for the fetal Middle Cerebral artery Pulsatility Index (MCA PI), Umbilical Artery Pulsatility Index (UA PI) and the Cerebro-Placental Ratio (CPR) in a clearly defined low-risk cohort using the Generalised Additive Model for Location, Shape and Scale (GAMLSS) method.

METHODS

Prospectively collected cross-sectional biometry and Doppler data from low-risk women attending the Mater Mother's Hospital, Maternal and Fetal Medicine Department in Brisbane, Australia between January 2010 and April 2017 were used to derive gestation specific centiles for the MCA PI, UA PI and CPR. All ultrasound scans were performed between 18 + 0 and 41 + 6 weeks gestation with recorded data for the MCA PI and/or UA PI. The GAMLSS method was used for the calculation of gestational age-adjusted centiles. Distributions and additive terms were assessed and the final model was chosen on the basis of the Global Deviance, Akaike information criterion (AIC) and Schwartz bayesian criterion (SBC), along with the results of the model and residual diagnostics as well as visual assessment of the centiles themselves.

RESULTS

Over the study period 6013 women met the inclusion criteria. The MCA PI was recorded in 4473 fetuses, the UA PI in 6008 fetuses and the CPR was able to be calculated in 4464 cases. The centiles for the MCA PI used a fractional polynomial additive term and Box-Cox t (BCT) distribution. Centiles for the UA PI used a cubic spline additive term with BCT distribution and the CPR used a fractional polynomial additive term and a BCT distribution.

CONCLUSION

We have created gestational centile reference ranges for the MCA PI, UA PI and CPR from a large low-risk cohort that supports their applicability and generalisability.

摘要

目的

本研究的主要目的是使用位置、形状和尺度广义相加模型(GAMLSS)方法,在一个明确界定的低风险队列中建立胎儿大脑中动脉搏动指数(MCA PI)、脐动脉搏动指数(UA PI)和脑胎盘比率(CPR)的参考范围。

方法

前瞻性收集2010年1月至2017年4月在澳大利亚布里斯班马特母亲医院母婴医学科就诊的低风险女性的横断面生物测量和多普勒数据,以得出MCA PI、UA PI和CPR的特定孕周百分位数。所有超声扫描均在妊娠18 + 0至41 + 6周之间进行,并记录了MCA PI和/或UA PI的数据。使用GAMLSS方法计算孕周调整后的百分位数。评估分布和相加项,并根据全局偏差、赤池信息准则(AIC)和施瓦茨贝叶斯准则(SBC)选择最终模型,同时参考模型结果、残差诊断以及百分位数本身的视觉评估。

结果

在研究期间,6013名女性符合纳入标准。4473例胎儿记录了MCA PI,6008例胎儿记录了UA PI,4464例能够计算CPR。MCA PI的百分位数使用分数多项式相加项和Box-Cox t(BCT)分布。UA PI的百分位数使用三次样条相加项和BCT分布,CPR使用分数多项式相加项和BCT分布。

结论

我们从一个大型低风险队列中创建了MCA PI、UA PI和CPR的孕周百分位数参考范围,支持它们的适用性和可推广性。

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