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Defining the relationship between fetal Doppler indices abdominal circumference and growth rate in severe fetal growth restriction using functional linear discriminant analysis

机译:应用功能线性判别分析确定严重胎儿生长受限的胎儿多普勒指数腹围和生长速率之间的关系

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摘要

The relationship between Doppler measurements, size and growth rate in fetal growth restriction has not been defined. We used functional linear discriminant analysis (FLDA) to investigate these parameters taking account of the difficulties inherent in exploring relationships between repeated observations from a small number of cases. In 40 fetuses with severe growth restriction, serial abdominal circumference (AC), umbilical, middle cerebral artery (MCA) and ductus venosus Doppler pulsatility index measurements were recorded. In 11 singleton fetuses with normal growth, umbilical artery pulsatility index only was measured. Data were expressed as z-scores in relation to gestation and analysed longitudinally using FLDA. In severe growth restriction, the Spearman correlation coefficients between umbilical artery pulsatility index and AC z-score, MCA pulsatility index and AC z-score and ductus venosus pulsatility index z-score and AC z-score were, respectively: −0.36, p = 4.4 × 10−7; 0.70, p = 1.1 × 10−17 and −0.50, p = 8.1 × 10−4. No relationship was seen between Doppler parameters and growth rate. There was no relationship between umbilical artery pulsatility index and AC nor growth rate in normally grown fetuses. In severe fetal growth restriction, Doppler changes are related to absolute fetal AC size, not growth rate.
机译:胎儿生长受限中多普勒测量,大小和生长率之间的关系尚未确定。我们使用功能线性判别分析(FLDA)来研究这些参数,同时考虑到在探索少量案例的重复观察之间的关系时固有的困难。在40例严重生长受限的胎儿中,记录了连续腹围(AC),脐带,大脑中动脉(MCA)和静脉导管多普勒搏动指数测量值。在11名正常生长的单胎胎儿中,仅测量了脐动脉搏动指数。数据表示为与妊娠有关的z评分,并使用FLDA纵向分析。在严重的生长受限中,脐动脉搏动指数与AC z分数,MCA搏动指数与AC z分数和导管静脉搏动指数z分数和AC z分数之间的Spearman相关系数分别为:−0.36,p = 4.4×10 −7 ; 0.70,p = 1.1×10 −17 和-0.50,p = 8.1×10 −4 。多普勒参数和增长率之间没有关系。在正常胎儿中,脐动脉搏动指数与AC和生长速率之间没有关系。在严重的胎儿生长受限中,多普勒改变与胎儿AC绝对大小有关,与生长速度无关。

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