Rivolta Massimo W, Barbieri Moira, Stampalija Tamara, Sassi Roberto, Frasch Martin G
Dipartimento di Informatica, Università degli Studi di Milano, Milan, Italy.
Unit of Fetal Medicine and Prenatal Diagnosis, Institute for Maternal and Child Health IRCCS Burlo Garofolo, Trieste, Italy.
Front Med (Lausanne). 2021 Nov 25;8:626450. doi: 10.3389/fmed.2021.626450. eCollection 2021.
During labor, uterine contractions trigger the response of the autonomic nervous system (ANS) of the fetus, producing sawtooth-like decelerations in the fetal heart rate (FHR) series. Under chronic hypoxia, ANS is known to regulate FHR differently with respect to healthy fetuses. In this study, we hypothesized that such different ANS regulation might also lead to a change in the FHR deceleration morphology. The hypothesis was tested in an animal model comprising nine normoxic and five chronically hypoxic fetuses that underwent a protocol of umbilical cord occlusions (UCOs). Deceleration morphologies in the fetal inter-beat time interval (FRR) series were modeled using a trapezoid with four parameters, i.e., baseline , deceleration depth , UCO response time τ and recovery time τ . Comparing normoxic and hypoxic sheep, we found a clear difference for τ (24.8±9.4 vs. 39.8±9.7 s; < 0.05), (268.1±109.5 vs. 373.0±46.0 ms; < 0.1) and Δτ = τ - τ (13.2±6.9 vs. 23.9±7.5 s; < 0.05). Therefore, the animal model supported the hypothesis that hypoxic fetuses have a longer response time τ and larger asymmetry Δτ as a response to UCOs. Assessing these morphological parameters during labor is challenging due to non-stationarity, phase desynchronization and noise. For this reason, in the second part of the study, we quantified whether acceleration capacity (AC), deceleration capacity (DC), and deceleration reserve (DR), computed through Phase-Rectified Signal Averaging (PRSA, known to be robust to noise), were correlated with the morphological parameters. DC, AC and DR were correlated with τ , τ and Δτ for a wide range of the PRSA parameter (Pearson's correlation ρ > 0.8, < 0.05). In conclusion, deceleration morphologies have been found to differ between normoxic and hypoxic sheep fetuses during UCOs. The same difference can be assessed through PRSA based parameters, further motivating future investigations on the translational potential of this methodology on human data.
在分娩过程中,子宫收缩会引发胎儿自主神经系统(ANS)的反应,在胎儿心率(FHR)序列中产生锯齿状减速。已知在慢性缺氧情况下,与健康胎儿相比,ANS对FHR的调节方式有所不同。在本研究中,我们假设这种不同的ANS调节也可能导致FHR减速形态的改变。该假设在一个动物模型中进行了验证,该模型包括9只常氧胎儿和5只慢性缺氧胎儿,它们接受了脐带阻断(UCO)方案。使用具有四个参数的梯形对胎儿心跳间期(FRR)序列中的减速形态进行建模,这四个参数即基线、减速深度、UCO反应时间τ和恢复时间τ。比较常氧和缺氧绵羊,我们发现τ(24.8±9.4对39.8±9.7秒;P<0.05)、(268.1±109.5对373.0±46.0毫秒;P<0.1)以及Δτ = τ - τ(13.2±6.9对23.9±7.5秒;P<0.05)存在明显差异。因此,该动物模型支持了以下假设:缺氧胎儿对UCO的反应时间τ更长,不对称性Δτ更大。由于非平稳性、相位失同步和噪声,在分娩过程中评估这些形态学参数具有挑战性。因此,在研究的第二部分,我们通过相位整流信号平均法(PRSA,已知对噪声具有鲁棒性)计算加速能力(AC)、减速能力(DC)和减速储备(DR),并量化它们是否与形态学参数相关。在广泛的PRSA参数范围内,DC、AC和DR与τ、τ和Δτ相关(皮尔逊相关系数ρ>0.8;P<0.05)。总之,发现在UCO期间,常氧和缺氧绵羊胎儿的减速形态存在差异。通过基于PRSA的参数也可以评估同样的差异,这进一步激发了对该方法在人类数据上转化潜力的未来研究。