Frequency-dependent diffusion kurtosis imaging in the human brain using an oscillating gradient spin echo sequence and a high-performance head-only gradient

被引:7
作者
Dai, Erpeng [1 ]
Zhu, Ante [2 ]
Yang, Grant K. [1 ,3 ]
Quah, Kristin [1 ,3 ]
Tan, Ek T. [4 ]
Fiveland, Eric [2 ]
Foo, Thomas K. F. [2 ]
Mcnab, Jennifer A. [1 ]
机构
[1] Stanford Univ, Dept Radiol, Stanford, CA 94305 USA
[2] GE Res, Niskayuna, NY USA
[3] Stanford Univ, Dept Elect Engn, Stanford, CA USA
[4] Hosp Special Surg, Dept Radiol & Imaging, New York, NY USA
基金
美国国家卫生研究院;
关键词
Time/frequency dependence; Diffusion kurtosis imaging; Oscillating gradient spin echo; High-performance gradient; Gradient nonlinearity correction; RESTRICTED DIFFUSION; WATER DIFFUSION; TIME; MRI; TENSOR; COEFFICIENT; IMPLEMENTATION; OGSE;
D O I
10.1016/j.neuroimage.2023.120328
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Measuring the time/frequency dependence of diffusion MRI is a promising approach to distinguish between the effects of different tissue microenvironments, such as membrane restriction, tissue heterogeneity, and compartmental water exchange. In this study, we measure the frequency dependence of diffusivity (D) and kurtosis (K) with oscillating gradient diffusion encoding waveforms and a diffusion kurtosis imaging (DKI) model in human brains using a high-performance, head-only MAGNUS gradient system, with a combination of b-values, oscillating frequencies (f), and echo time that has not been achieved in human studies before. Frequency dependence of diffusivity and kurtosis are observed in both global and local white matter (WM) and gray matter (GM) regions and characterized with a power-law model similar to Lambda*f(theta). The frequency dependences of diffusivity and kurtosis (including changes between f(min) and f(max), Lambda, and theta) vary over different WM and GM regions, indicating potential microstructural differences between regions. A trend of decreasing kurtosis over frequency in the short-time limit is successfully captured for in vivo human brains. The effects of gradient nonlinearity (GNL) on frequency-dependent diffusivity and kurtosis measurements are investigated and corrected. Our results show that the GNL has prominent scaling effects on the measured diffusivity values (3.5 similar to 5.5% difference in the global WM and 6 similar to 8% difference in the global cortex) and subsequently affects the corresponding power-law parameters (Lambda, theta) while having a marginal influence on the measured kurtosis values (<0.05% difference) and power-law parameters (Lambda, theta). This study expands previous OGSE studies and further demonstrates the translatability of frequency-dependent diffusivity and kurtosis measurements to human brains, which may provide new opportunities to probe human brain microstructure in health and disease.
引用
收藏
页数:11
相关论文
共 82 条
[1]   Evaluation of the accuracy and precision of the diffusion parameter EStImation with Gibbs and NoisE removal pipeline [J].
Ades-Aron, Benjamin ;
Veraart, Jelle ;
Kochunov, Peter ;
McGuire, Stephen ;
Sherman, Paul ;
Kellner, Elias ;
Novikov, Dmitry S. ;
Fieremans, Els .
NEUROIMAGE, 2018, 183 :532-543
[2]   Diffusion-time dependence of diffusional kurtosis in the mouse brain [J].
Aggarwal, Manisha ;
Smith, Matthew D. ;
Calabresi, Peter A. .
MAGNETIC RESONANCE IN MEDICINE, 2020, 84 (03) :1564-1578
[3]   Imaging Neurodegeneration in the Mouse Hippocampus after Neonatal Hypoxia-Ischemia Using Oscillating Gradient Diffusion MRI [J].
Aggarwal, Manisha ;
Burnsed, Jennifer ;
Martin, Lee J. ;
Northington, Frances J. ;
Zhang, Jiangyang .
MAGNETIC RESONANCE IN MEDICINE, 2014, 72 (03) :829-840
[4]   Probing mouse brain microstructure using oscillating gradient diffusion MRI [J].
Aggarwal, Manisha ;
Jones, Melina V. ;
Calabresi, Peter A. ;
Mori, Susumu ;
Zhang, Jiangyang .
MAGNETIC RESONANCE IN MEDICINE, 2012, 67 (01) :98-109
[5]   An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging [J].
Andersson, Jesper L. R. ;
Sotiropoulos, Stamatios N. .
NEUROIMAGE, 2016, 125 :1063-1078
[6]   How to correct susceptibility distortions in spin-echo echo-planar images: application to diffusion tensor imaging [J].
Andersson, JLR ;
Skare, S ;
Ashburner, J .
NEUROIMAGE, 2003, 20 (02) :870-888
[7]   Diffusion dispersion imaging: Mapping oscillating gradient spin-echo frequency dependence in the human brain [J].
Arbabi, Aidin ;
Kai, Jason ;
Khan, Ali R. ;
Baron, Corey A. .
MAGNETIC RESONANCE IN MEDICINE, 2020, 83 (06) :2197-2208
[8]  
Avants B.B., 2009, Insight J., V2, P1
[9]   Mapping gradient nonlinearity and miscalibration using diffusion-weighted MR images of a uniform isotropic phantom [J].
Barnett, Alan Seth ;
Irfanoglu, M. Okan ;
Landman, Bennett ;
Rogers, Baxter ;
Pierpaoli, Carlo .
MAGNETIC RESONANCE IN MEDICINE, 2021, 86 (06) :3259-3273
[10]   Oscillating Gradient Spin-Echo (OGSE) Diffusion Tensor Imaging of the Human Brain [J].
Baron, Corey A. ;
Beaulieu, Christian .
MAGNETIC RESONANCE IN MEDICINE, 2014, 72 (03) :726-736