Diffusion dispersion imaging: Mapping oscillating gradient spin-echo frequency dependence in the human brain
- PMID: 31762110
- DOI: 10.1002/mrm.28083
Diffusion dispersion imaging: Mapping oscillating gradient spin-echo frequency dependence in the human brain
Abstract
Purpose: Oscillating gradient spin-echo (OGSE) diffusion MRI provides information about the microstructure of biological tissues by means of the frequency dependence of the apparent diffusion coefficient (ADC). ADC dependence on OGSE frequency has been explored in numerous rodent studies, but applications in the human brain have been limited and have suffered from low contrast between different frequencies, long scan times, and a limited exploration of the nature of the ADC dependence on frequency.
Theory and methods: Multiple frequency OGSE acquisitions were acquired in healthy subjects at 7T to explore the power-law frequency dependence of ADC, the "diffusion dispersion." Furthermore, a method for optimizing the estimation of the ADC difference between different OGSE frequencies was developed, which enabled the design of a highly efficient protocol for mapping diffusion dispersion.
Results: For the first time, evidence of a linear dependence of ADC on the square root of frequency in healthy human white matter was obtained. Using the optimized protocol, high-quality, full-brain maps of apparent diffusion dispersion rate were also demonstrated at an isotropic resolution of 2 mm in a scan time of 6 min.
Conclusions: This work sheds light on the nature of diffusion dispersion in the healthy human brain and introduces full-brain diffusion dispersion mapping at clinically relevant scan times. These advances may lead to new biomarkers of pathology or improved microstructural modeling.
Keywords: MRI; OGSE; diffusion; diffusion time; disorder; dispersion; microstructure; oscillating gradient.
© 2019 International Society for Magnetic Resonance in Medicine.
Similar articles
-
Tuned bipolar oscillating gradients for mapping frequency dispersion of diffusion kurtosis in the human brain.Magn Reson Med. 2023 Feb;89(2):756-766. doi: 10.1002/mrm.29473. Epub 2022 Oct 5. Magn Reson Med. 2023. PMID: 36198030
-
Evaluating diffusion dispersion across an extended range of b-values and frequencies: Exploiting gap-filled OGSE shapes, strong gradients, and spiral readouts.Magn Reson Med. 2022 Jun;87(6):2710-2723. doi: 10.1002/mrm.29161. Epub 2022 Jan 20. Magn Reson Med. 2022. PMID: 35049104 Free PMC article.
-
Changes in the ADC of diffusion-weighted MRI with the oscillating gradient spin-echo (OGSE) sequence due to differences in substrate viscosities.Jpn J Radiol. 2018 Jul;36(7):415-420. doi: 10.1007/s11604-018-0737-0. Epub 2018 Apr 26. Jpn J Radiol. 2018. PMID: 29700795
-
Diffusion-weighted MR of the brain: methodology and clinical application.Radiol Med. 2005 Mar;109(3):155-97. Radiol Med. 2005. PMID: 15775887 Review. English, Italian.
-
Measuring restriction sizes using diffusion weighted magnetic resonance imaging: a review.Magn Reson Insights. 2013 May 19;6:59-64. doi: 10.4137/MRI.S11149. eCollection 2013. Magn Reson Insights. 2013. PMID: 25114548 Free PMC article. Review.
Cited by
-
In vivo observation and biophysical interpretation of time-dependent diffusion in human cortical gray matter.Neuroimage. 2020 Nov 15;222:117054. doi: 10.1016/j.neuroimage.2020.117054. Epub 2020 Jun 22. Neuroimage. 2020. PMID: 32585341 Free PMC article.
-
A longitudinal microstructural MRI dataset in healthy C57Bl/6 mice at 9.4 Tesla.Sci Data. 2023 Feb 14;10(1):94. doi: 10.1038/s41597-023-01942-5. Sci Data. 2023. PMID: 36788251 Free PMC article.
-
A simple estimate of axon size with diffusion MRI.Neuroimage. 2021 Feb 15;227:117619. doi: 10.1016/j.neuroimage.2020.117619. Epub 2020 Dec 8. Neuroimage. 2021. PMID: 33301942 Free PMC article.
-
Probing neural tissues at small scales: Recent progress of oscillating gradient spin echo (OGSE) neuroimaging in humans.J Neurosci Methods. 2021 Feb 1;349:109024. doi: 10.1016/j.jneumeth.2020.109024. Epub 2020 Dec 14. J Neurosci Methods. 2021. PMID: 33333089 Free PMC article.
-
Investigating exchange, structural disorder, and restriction in gray matter via water and metabolites diffusivity and kurtosis time-dependence.Imaging Neurosci (Camb). 2024 Apr 5;2:imag-2-00123. doi: 10.1162/imag_a_00123. eCollection 2024. Imaging Neurosci (Camb). 2024. PMID: 40800353 Free PMC article.
References
REFERENCES
-
- Beaulieu C, Allen PS. Water diffusion in the giant axon of the squid: implications for diffusion-weighted MRI of the nervous system. Magn Reson Med. 1994;32:579-583.
-
- Mitra PP, Sen PN, Schwartz LM. Short-time behavior of the diffusion coefficient as a geometrical probe of porous media. Phys Rev B Condens Matter. 1993;47:8565-8574.
-
- Tanner JE, Stejskal EO. Restricted self-diffusion of protons in colloidal systems by the pulsed-gradient, spin-echo method. J Chem Phys. 1968;49:1768-1777.
-
- Stepišnik J. Analysis of NMR self-diffusion measurements by a density matrix calculation. Physica B+C. 1981;104:350-364.
-
- Stepišnik J. Measuring and imaging of flow by NMR. Prog Nucl Magn Reson Spectrosc. 1985;17:187-209.
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources