Centre for Medical Image Computing and Department of Computer Science, University College London, London, UK.
Centre for the Developing Brain, King's College London, London, UK.
Magn Reson Med. 2018 Aug;80(2):756-766. doi: 10.1002/mrm.27036. Epub 2017 Dec 11.
To assess which microstructural models best explain the diffusion-weighted MRI signal in the human placenta.
The placentas of nine healthy pregnant subjects were scanned with a multishell, multidirectional diffusion protocol at 3T. A range of multicompartment biophysical models were fit to the data, and ranked using the Bayesian information criterion.
Anisotropic extensions to the intravoxel incoherent motion model, which consider the effect of coherent orientation in both microvascular structure and tissue microstructure, consistently had the lowest Bayesian information criterion values. Model parameter maps and model selection results were consistent with the physiology of the placenta and surrounding tissue.
Anisotropic intravoxel incoherent motion models explain the placental diffusion signal better than apparent diffusion coefficient, intravoxel incoherent motion, and diffusion tensor models, in information theoretic terms, when using this protocol. Future work will aim to determine if model-derived parameters are sensitive to placental pathologies associated with disorders, such as fetal growth restriction and early-onset pre-eclampsia. Magn Reson Med 80:756-766, 2018. © 2017 The Authors Magnetic Resonance in Medicine published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
评估哪些微观结构模型能最好地解释人胎盘的弥散加权 MRI 信号。
9 例健康孕妇的胎盘在 3T 上进行了多壳层、多方向弥散协议扫描。将一系列多室生物物理模型拟合到数据中,并使用贝叶斯信息准则对其进行排序。
各向异性扩展到体素内不相干运动模型,同时考虑了微血管结构和组织微观结构中相干方向的影响,其贝叶斯信息准则值始终最低。模型参数图和模型选择结果与胎盘和周围组织的生理学一致。
从信息论的角度来看,在使用该方案时,各向异性体素内不相干运动模型比表观弥散系数、体素内不相干运动和弥散张量模型更好地解释了胎盘弥散信号。未来的工作将旨在确定模型衍生参数是否对与疾病相关的胎盘病变(如胎儿生长受限和早发性子痫前期)敏感。磁共振医学 80:756-766, 2018。© 2017 作者磁共振医学由 Wiley 期刊出版公司代表国际磁共振医学学会出版。这是在知识共享署名许可条款下的许可,允许在任何媒介中使用、分发和复制原始作品,只要原始作品正确引用。