Fetal and Neonatal Neuroimaging and Developmental Science Center, Boston Children's Hospital, Boston, MA, 02115, USA.
Department of Radiology, Stanford University, Stanford, CA, 94305, USA.
Placenta. 2021 Oct;114:124-132. doi: 10.1016/j.placenta.2021.08.058. Epub 2021 Aug 24.
MR relaxometry has been used to assess placental exchange function, but methods to date are not sufficiently fast to be robust to placental motion. Magnetic resonance fingerprinting (MRF) permits rapid, voxel-wise, intrinsically co-registered T and T mapping. After characterizing measurement error, we scanned pregnant women during air and oxygen breathing to demonstrate MRF's ability to detect placental oxygenation changes.
The accuracy of FISP-based, sliding-window reconstructed MRF was tested on phantoms. MRF scans in 9-s breath holds were acquired at 3T in 31 pregnant women during air and oxygen breathing. A mixed effects model was used to test for changes in placenta relaxation times between physiological states, to assess the dependency on gestational age (GA), and the impact of placental motion.
MRF estimates of known phantom relaxation times resulted in mean absolute errors for T of 92 ms (4.8%), but T was less accurate at 16 ms (13.6%). During normoxia, placental T = 1825 ± 141 ms (avg ± standard deviation) and T = 60 ± 16 ms (gestational age range 24.3-36.7, median 32.6 weeks). In the statistical model, placental T rose and T remained contant after hyperoxia, and no GA dependency was observed for T or T.
Well-characterized, motion-robust MRF was used to acquire T and T maps of the placenta. Changes with hyperoxia are consistent with a net increase in oxygen saturation. Toward the goal of whole-placenta quantitative oxygenation imaging over time, we aim to implement 3D MRF with integrated motion correction to improve T accuracy.
磁共振弛豫测量已被用于评估胎盘交换功能,但迄今为止的方法不够快速,无法抵抗胎盘运动的影响。磁共振指纹成像(MRF)允许快速、体素-wise、内在地配准的 T 和 T 映射。在对测量误差进行特征描述后,我们在孕妇进行空气和氧气呼吸时进行扫描,以证明 MRF 检测胎盘氧合变化的能力。
在体模上测试基于 FISP 的滑动窗口重建 MRF 的准确性。在 3T 下,在 31 名孕妇进行空气和氧气呼吸时,采集 9 秒屏气的 MRF 扫描。采用混合效应模型来测试生理状态下胎盘弛豫时间的变化,评估其对胎龄(GA)的依赖性,以及胎盘运动的影响。
MRF 对已知的幻影弛豫时间的估计导致 T 的平均绝对误差为 92ms(4.8%),但 T 的精度较差,为 16ms(13.6%)。在正常氧合条件下,胎盘 T = 1825 ± 141ms(平均值 ± 标准差)和 T = 60 ± 16ms(胎龄范围 24.3-36.7,中位数 32.6 周)。在统计模型中,在高氧血症后,胎盘 T 升高,T 保持不变,且 T 或 T 与 GA 无依赖性。
使用特征良好、抗运动的 MRF 来获取胎盘的 T 和 T 图。高氧血症后的变化与氧饱和度的净增加一致。为了实现随时间进行全胎盘定量氧合成像的目标,我们旨在实施具有集成运动校正的 3D MRF,以提高 T 的准确性。