扩散衍生的体素内相干运动各向异性与 CSF 和血流有关。

IF 3 3区 医学 Q2 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Magnetic Resonance in Medicine Pub Date : 2025-03-01 Epub Date: 2024-11-06 DOI:10.1002/mrm.30294
Paulien H M Voorter, Jacobus F A Jansen, Merel M van der Thiel, Maud van Dinther, Alida A Postma, Robert J van Oostenbrugge, Oliver J Gurney-Champion, Gerhard S Drenthen, Walter H Backes
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引用次数: 0

摘要

本研究探讨了多b值、多方位弥散核磁共振成像评估大脑假弥散(D*)张量各向异性的可行性。我们研究了 D* 张量在以下方面的潜力:(1)反映 CSF 和血流;(2)检测脑小血管疾病(cSVD)和衰老中的微血管结构改变:方法:在 3 T 下,对 11 名健康志愿者进行了 32 个梯度方向的多 b 值弥散 MRI 采集,对 29 名 cSVD 患者和 14 名对照组进行了 6 个方向的多 b 值弥散 MRI 采集。使用物理信息神经网络估算体腔内非相干运动(IVIM)-DTI 模型参数,包括实质慢扩散(D-)张量和伪扩散(D*)张量,并从中推导出分数各向异性(FA)、平均扩散率(MD)、轴向扩散率(AD)和径向扩散率(RD)。对侧脑室、第三脑室和第四脑室以及大脑中动脉和上矢状窦的 D* 张量指标进行了比较。使用多变量线性回归分析了正常外观白质中 D* 张量指标的组间差异,并对年龄和性别进行了校正:结果:D*各向异性与脑脊液流和动脉血流十分吻合。FA(D*)、MD(D*)、AD(D*)和RD(D*)在第三脑室最高,在第四脑室中等,在侧脑室最低。动脉的 MD(D*)、AD(D*)和 RD(D*) 均高于矢状窦。外观正常的白质中较高的FA(D*)与cSVD诊断和年龄有关,表明微血管结构发生了改变:结论:使用IVIM-DTI模型进行多b值、多方向弥散分析可评估大脑微观结构、液体流动和微血管结构,一次测量即可提供有关神经变性、淋巴废物清除和血管的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Diffusion-derived intravoxel-incoherent motion anisotropy relates to CSF and blood flow.

This study investigates the feasibility of multi-b-value, multi-directional diffusion MRI for assessing the anisotropy of the cerebral pseudo-diffusion (D*)-tensor. We examine D*-tensor's potential to (1) reflect CSF and blood flow, and (2) detect microvascular architectural alterations in cerebral small vessel disease (cSVD) and aging.

Methods: Multi-b-value diffusion MRI was acquired in 32 gradient directions for 11 healthy volunteers, and in six directions for 29 patients with cSVD and 14 controls at 3 T. A physics-informed neural network was used to estimate intravoxel incoherent motion (IVIM)-DTI model parameters, including the parenchymal slow diffusion (D-)tensor and the pseudo-diffusion (D*)-tensor, from which the fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD), and radial diffusivity (RD) were derived. Comparisons of D*-tensor metrics were made between lateral, third, and fourth ventricles and between the middle cerebral arteries and superior sagittal sinus. Group differences in D*-tensor metrics in normal-appearing white matter were analyzed using multivariable linear regression, correcting for age and sex.

Results: D*-anisotropy aligned well with CSF flow and arterial blood flow. FA(D*), MD(D*), AD(D*), and RD(D*) were highest in the third, moderate in the fourth, and lowest in the lateral ventricles. The arteries showed higher MD(D*), AD(D*), and RD(D*) than the sagittal sinus. Higher FA(D*) in the normal-appearing white matter was related to cSVD diagnosis and older age, suggesting microvascular architecture alterations.

Conclusion: Multi-b-value, multi-directional diffusion analysis using the IVIM-DTI model enables assessment of the cerebral microstructure, fluid flow, and microvascular architecture, providing information on neurodegeneration, glymphatic waste clearance, and the vasculature in one measurement.

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来源期刊
CiteScore
6.70
自引率
24.20%
发文量
376
审稿时长
2-4 weeks
期刊介绍: Magnetic Resonance in Medicine (Magn Reson Med) is an international journal devoted to the publication of original investigations concerned with all aspects of the development and use of nuclear magnetic resonance and electron paramagnetic resonance techniques for medical applications. Reports of original investigations in the areas of mathematics, computing, engineering, physics, biophysics, chemistry, biochemistry, and physiology directly relevant to magnetic resonance will be accepted, as well as methodology-oriented clinical studies.
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