Hutchinson George Jack, Blakey Adam, Jones Nia, Leach Lopa, Dellschaft Neele, Houston Paul, Hubbard Matthew, O'Dea Reuben, Gowland Penny Anne
Sir Peter Mansfield Imaging Centre, School of Physics and Astronomy, The University of Nottingham, Nottingham, UK.
School of Mathematical Sciences, The University of Nottingham, Nottingham, UK.
Magn Reson Med. 2025 Apr;93(4):1629-1641. doi: 10.1002/mrm.30379. Epub 2024 Nov 28.
To investigate and explain observed features of the placental DWI signal in healthy and compromised pregnancies using a mathematical model of maternal blood flow.
Thirteen healthy and nine compromised third trimester pregnancies underwent pulse gradient spin echo DWI MRI, with the results compared to MRI data simulated from a 2D mathematical model of maternal blood flow through the placenta. Both sets of data were fitted to an intravoxel incoherent motion (IVIM) model, and a rebound model (defined within text), which described voxels that did not decay monotonically. Both the in vivo and simulated placentas were split into regions of interest (ROIs) to analyze how the signal varies and how IVIM and rebounding parameters change across the placental width.
There was good agreement between the in vivo MRI data, and the data simulated from the mathematical model. Both sets of data included voxels showing a rebounding signal and voxels showing fast signal decay focused near the maternal side of the placenta. In vivo we found higher in the uterine wall and near the maternal side of the placenta, with the slow diffusion coefficient reduced in all ROIs in compromised pregnancy.
A simulation based entirely on maternal blood explains key features observed in placental DWI, indicating the importance of maternal blood flow in interpreting placental MRI data, and providing potential new metrics for understanding changes in compromised placentas.
使用母体血流数学模型研究并解释健康妊娠和异常妊娠中胎盘扩散加权成像(DWI)信号的观察特征。
对13例健康的和9例异常的孕晚期孕妇进行脉冲梯度自旋回波DWI磁共振成像(MRI),并将结果与通过胎盘的母体血流二维数学模型模拟的MRI数据进行比较。两组数据均拟合到体素内不相干运动(IVIM)模型和一个反弹模型(文中定义),该反弹模型描述了非单调衰减的体素。将体内胎盘和模拟胎盘均划分为感兴趣区域(ROI),以分析信号如何变化以及IVIM和反弹参数如何在胎盘宽度上变化。
体内MRI数据与数学模型模拟的数据之间具有良好的一致性。两组数据均包括显示反弹信号的体素和显示快速信号衰减的体素,快速信号衰减集中在胎盘母体侧附近。在体内,我们发现子宫壁和胎盘母体侧附近的[具体参数未给出]较高,而在异常妊娠中所有ROI的慢扩散系数均降低。
完全基于母体血流的模拟解释了胎盘DWI中观察到的关键特征,表明母体血流在解释胎盘MRI数据中的重要性,并为理解异常胎盘的变化提供了潜在的新指标。