Marco Lawrenz1 and Juergen Finsterbusch1
1Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Synopsis
Double
diffusion encoding experiments with two weighting periods applied
successively in the same acquisition offer access to microscopic
tissue properties. Rotationally invariant measures of the so-called
microscopic diffusion anisotropy as a marker for cell or compartment
shape have reliably been determined in brain white matter. In this
study, it is demonstrated that microscopic diffusion anisotropy can also
be detected in cortical gray matter in vivo and measures of it can be
determined extending first evidences presented recently. However, an
inversion recovery pulse is required to null white matter signals and
avoid partial volume effects.Introduction
Double
diffusion encoding (DDE) or double wave vector experiments (DWV)
[1,2] using two diffusion weighting periods applied successively in a
single acquisition (Fig. 1) become more and more popular, in
particular since they offer access to microscopic tissue properties
[1-4]. For a long mixing time $$$\tau_m$$$ between the weightings, the
microscopic diffusion anisotropy causes a signal difference between
the parallel/anti-parallel and orthogonal weighting combinations [1].
Unlike DTI, this anisotropy effect has been detected in human brain
matter in vivo even in a region-of-interest (ROI) which
macroscopically appears isotropic [5]. Thus, it is very promising to
use DDE to investigate microscopic diffusion anisotropy in cortical
gray matter (GM) structures. On a standard whole-body MR system the
acquisition is challenging since the typical WM signal modulation can
be expected to be much larger. Nevertheless, in this study, the
detection of microscopic diffusion anisotropy in cortical GM in vivo
is presented extending first evidences [6] by a more systematic
investigation of the WM partial volume effect and the determination
of the rotationally invariant MA measure.
Methods
DDE
experiments were performed on
a 3T whole-body MR system (TIM Trio, Siemens Healthcare) on healthy
volunteers after their informed consent was obtained. A spin-echo
echo-planar imaging sequence (Fig. 1) using 4.0 x 4.0 x 3.0 mm
3
resolution (TE/TR = 155 ms/6.5 s) was applied. Only a single
transverse slice was measured to minimize table vibration effects; a
slice positioning in the centrum semi-ovale avoided regions with
field inhomogeneities. A dodecane (C
12H
26) phantom that is not
expected to exhibit anisotropic diffusion was used as a reference.
The two diffusion-weighting periods were applied with a b value of
500 s mm
-2 each, a diffusion time $$$\Delta$$$ of 25 ms, a mixing time
$$$\tau_m$$$ of 45 ms, and a gradient pulse duration $$$\delta$$$ of 22 ms.
An inversion-recovery pulse was applied prior to the excitation (Fig.
1) with different
inversion times TI. All 64 combinations of 8 directions sampling a
circle in steps of 45° were applied for the three coordinate planes.
With one image without diffusion weighting, the total acquisition
time for one plane was 7 min 29 s. To
estimate the MA index, a rotationally invariant measure of
microscopic diffusion anisotropy [5], 96 directional combination of
18 directions were involved (11 min 10 s). Averaged MR images of all
parallel/anti-parallel and all orthogonal combinations, their
difference and MA maps were calculated. Furthermore, the
signal variation with the angle $$$\theta$$$ was analyzed in different ROIs
(WM, GM, outside brain).
Results and Discussion
The best suppression of WM structures is observed for a TI = 630 ms (Fig. 2a and b). The individual MR signal curves (Fig. 2e) for the GM ROI chosen (Fig. 2d), exhibit the pattern typical for microscopic diffusion anisotropy, minima for 90°and 270° and maxima for 0° and 180°. However, the relative modulation depends on the inversion time which indicates that partial volume effects of WM contribute to the modulation. Thus, nulling of WM signals (as obtained at TI = 630 ms) is essential to obtain the GM anisotropy effects. At TI = 630 ms, the difference map (Fig. 2c, 630 ms) reveals a slight difference in voxels containing GM while the difference in WM regions close-by is significantly lower, if any. The corresponding mean signal curves (Fig. 3) reveal the typical anisotropy feature with 3-5 % signal deviation in all three principle planes (red curves) whereas for a WM ROI (blue curves) only a minor difference between parallel/anti-parallel and orthogonal combinations and a small deviation (below 1%) of the signal curve from a flat line is observed. Thus, it seems very unlikely that partial volume effects with WM – which seem present at other TIs – cause the observed signal difference in GM at TI = 630 ms.
The mean signal averaged over the respective ROIs (Fig. 4) support the findings of a distinct anisotropy present in GM regions, whereas WM, reference phantom as well as outer regions show an absence of microscopic diffusion anisotropy. A minor systematic but non-crucial artifact seems to be present in the dodecane phantom in the yz-plane. Furthermore, with a mean value of 0.2 +/- 0.1 in all cortical GM voxels, also the rotational invariant (microscopic diffusion anisotropy) MA measure shows a lower value than human WM as expected (see also Fig. 5).
Conclusion
Microscopic
diffusion anisotropy was detected in cortical
gray matter with minimized
confounds of white matter partial volume
effects and MA maps could be
extracted which could help to characterize
tissue microstructure in healthy and pathologic brain structures.
Acknowledgements
No acknowledgement found.References
[1] Mitra PP, Multiple wave-vector extensions of the NMR pulsed-field-gradient spin-echo diffusion, Phys. Rev. B 51, 15074 (1995)
[2] Shemesh N, Conventions and nomenclature for double diffusion encoding (DDE) NMR and MRI, Magn. Reson. Med. (EPub) DOI: 10.1002/mrm.2590, (2015)
[3] Cheng Y, Multiple scattering by NMR, J. Am. Chem. Soc. 121, 7935 (1999)
[4] Özarslan E, Compartment shape anisotropy CSA revealed by double pulsed field gradient MR, J. Magn. Reson. 199, 56 (2009)
[5] Lawrenz M, Double-wave-vector diffusion-weighted imaging reveals microscopic diffusion anisotropy in the living human brain, Magn. Reson. Med. 69, 1072 (2014)
[6] Lawrenz M, Evidence for the detection of microscopic diffusion anisotropy in human brain gray matter in vivo, Proc. ISMRM 2014, p. 2638