Herling L, Johnson J, Ferm-Widlund K, Zamprakou A, Westgren M, Acharya G
Department of Clinical Science, Intervention and Technology - CLINTEC, Karolinska Institutet, Stockholm, Sweden.
Center for Fetal Medicine, Department of Obstetrics and Gynecology, Karolinska University Hospital, Stockholm, Sweden.
Ultrasound Obstet Gynecol. 2021 Dec;58(6):853-863. doi: 10.1002/uog.23703.
The primary aim of this study was to evaluate the feasibility of automated measurement of fetal atrioventricular (AV) plane displacement (AVPD) over several cardiac cycles using myocardial velocity traces obtained by color tissue Doppler imaging (cTDI). The secondary objectives were to establish reference ranges for AVPD during the second half of normal pregnancy, to assess fetal AVPD in prolonged pregnancy in relation to adverse perinatal outcome and to evaluate AVPD in fetuses with a suspicion of intrauterine growth restriction (IUGR).
The population used to develop the reference ranges consisted of women with an uncomplicated singleton pregnancy at 18-42 weeks of gestation (n = 201). The prolonged-pregnancy group comprised women with an uncomplicated singleton pregnancy at ≥ 41 + 0 weeks of gestation (n = 107). The third study cohort comprised women with a singleton pregnancy and suspicion of IUGR, defined as an estimated fetal weight < 2.5 centile or an estimated fetal weight < 10 centile and umbilical artery pulsatility index > 97.5 centile (n = 35). Cineloops of the four-chamber view of the fetal heart were recorded using cTDI. Regions of interest were placed at the AV plane in the left and right ventricular walls and the interventricular septum, and myocardial velocity traces were integrated and analyzed using an automated algorithm developed in-house to obtain mitral (MAPSE), tricuspid (TAPSE) and septal (SAPSE) annular plane systolic excursion. Gestational-age specific reference ranges were constructed and normalized for cardiac size. The correlation between AVPD measurements obtained using cTDI and those obtained by anatomic M-mode were evaluated, and agreement between these two methods was assessed using Bland-Altman analysis. The mean Z-scores of fetal AVPD in the cohort of prolonged pregnancies were compared between cases with normal and those with adverse outcome using Mann-Whitney U-test. The mean Z-scores of fetal AVPD in IUGR fetuses were compared with those in the normal reference population using Mann-Whitney U-test. Inter- and intraobserver variability for acquisition of cTDI recordings and offline analysis was assessed by calculating coefficients of variation (CV) using the root mean square method.
Fetal MAPSE, SAPSE and TAPSE increased with gestational age but did not change significantly when normalized for cardiac size. The fitted mean was highest for TAPSE throughout the second half of gestation, followed by SAPSE and MAPSE. There was a significant correlation between MAPSE (r = 0.64; P < 0.001), SAPSE (r = 0.72; P < 0.001) and TAPSE (r = 0.84; P < 0.001) measurements obtained by M-mode and those obtained by cTDI. The geometric means of ratios between AVPD measured by cTDI and by M-mode were 1.38 (95% limits of agreement (LoA), 0.84-2.25) for MAPSE, 1.00 (95% LoA, 0.72-1.40) for SAPSE and 1.20 (95% LoA, 0.92-1.57) for TAPSE. In the prolonged-pregnancy group, the mean ± SD Z-scores for MAPSE (0.14 ± 0.97), SAPSE (0.09 ± 1.02) and TAPSE (0.15 ± 0.90) did not show any significant difference compared to the reference ranges. Twenty-one of the 107 (19.6%) prolonged pregnancies had adverse perinatal outcome. The AVPD Z-scores were not significantly different between pregnancies with normal and those with adverse outcome in the prolonged-pregnancy cohort. The mean ± SD Z-scores for SAPSE (-0.62 ± 1.07; P = 0.006) and TAPSE (-0.60 ± 0.89; P = 0.002) were significantly lower in the IUGR group compared to those in the normal reference population, but the differences were not significant when the values were corrected for cardiac size. The interobserver CVs for the automated measurement of MAPSE, SAPSE and TAPSE were 28.1%, 17.7% and 15.3%, respectively, and the respective intraobserver CVs were 33.5%, 15.0% and 17.9%.
This study showed that fetal AVPD can be measured automatically by integrating cTDI velocities over several cardiac cycles. Automated analysis of AVPD could potentially help gather larger datasets to facilitate use of machine-learning models to study fetal cardiac function. The gestational-age associated increase in AVPD is most likely a result of increasing cardiac size, as the AVPD normalized for cardiac size did not change significantly between 18 and 42 weeks. A decrease was seen in TAPSE and SAPSE in IUGR fetuses, but not after correction for cardiac size. © 2021 The Authors. Ultrasound in Obstetrics & Gynecology published by John Wiley & Sons Ltd on behalf of International Society of Ultrasound in Obstetrics and Gynecology.
本研究的主要目的是评估使用彩色组织多普勒成像(cTDI)获得的心肌速度曲线在多个心动周期中自动测量胎儿房室平面位移(AVPD)的可行性。次要目的是建立正常妊娠后半期AVPD的参考范围,评估过期妊娠胎儿的AVPD与不良围产期结局的关系,并评估疑似宫内生长受限(IUGR)胎儿的AVPD。
用于建立参考范围的人群包括妊娠18 - 42周的单胎妊娠无并发症的女性(n = 201)。过期妊娠组包括妊娠≥41 + 0周的单胎妊娠无并发症的女性(n = 107)。第三个研究队列包括单胎妊娠且疑似IUGR的女性,定义为估计胎儿体重<第2.5百分位数或估计胎儿体重<第10百分位数且脐动脉搏动指数>第97.5百分位数(n = 35)。使用cTDI记录胎儿心脏四腔心切面的电影环。将感兴趣区域置于左、右心室壁和室间隔的房室平面,使用内部开发的自动算法对心肌速度曲线进行积分和分析,以获得二尖瓣(MAPSE)、三尖瓣(TAPSE)和间隔(SAPSE)环平面收缩期偏移。构建特定孕周的参考范围并根据心脏大小进行标准化。评估使用cTDI获得的AVPD测量值与解剖M型获得的测量值之间的相关性,并使用Bland - Altman分析评估这两种方法之间的一致性。使用Mann - Whitney U检验比较过期妊娠队列中正常结局与不良结局病例的胎儿AVPD平均Z分数。使用Mann - Whitney U检验比较IUGR胎儿的胎儿AVPD平均Z分数与正常参考人群的平均Z分数。通过使用均方根法计算变异系数(CV)来评估观察者间和观察者内cTDI记录采集和离线分析的变异性。
胎儿MAPSE、SAPSE和TAPSE随孕周增加,但在根据心脏大小进行标准化后无显著变化。在妊娠后半期,TAPSE的拟合均值最高,其次是SAPSE和MAPSE。M型获得的MAPSE(r = 0.64;P < 0.001)、SAPSE(r = 0.72;P < 0.001)和TAPSE(r = 0.84;P < 0.001)测量值与cTDI获得的测量值之间存在显著相关性。cTDI测量的AVPD与M型测量的AVPD之比的几何均值,MAPSE为1.38(95%一致性界限(LoA),0.84 - 2.25),SAPSE为1.00(95% LoA,0.72 - 1.40),TAPSE为1.20(95% LoA,0.92 - 1.57)。在过期妊娠组中,MAPSE(0.14 ± 0.97)、SAPSE(0.09 ± 1.02)和TAPSE(0.15 ± 0.90)的平均±标准差Z分数与参考范围相比无显著差异。107例过期妊娠中有21例(19.6%)有不良围产期结局。过期妊娠队列中正常结局与不良结局的妊娠之间,AVPD Z分数无显著差异。IUGR组中SAPSE(-0.62 ± 1.07;P = 0.006)和TAPSE(-0.60 ± 0.89;P = 0.002)的平均±标准差Z分数显著低于正常参考人群,但在根据心脏大小校正后差异不显著。MAPSE、SAPSE和TAPSE自动测量的观察者间CV分别为28.1%、17.7%和15.3%,观察者内CV分别为33.5%、15.0%和17.9%。
本研究表明,通过在多个心动周期中对cTDI速度进行积分可自动测量胎儿AVPD。AVPD的自动分析可能有助于收集更大的数据集,以促进使用机器学习模型研究胎儿心脏功能。与孕周相关的AVPD增加很可能是心脏大小增加所致,因为根据心脏大小标准化后的AVPD在18至42周之间无显著变化。IUGR胎儿的TAPSE和SAPSE降低,但在根据心脏大小校正后未降低。© 2021作者。《超声妇产科》由John Wiley & Sons Ltd代表国际妇产科超声学会出版。