Noam Shemesh1 and Mark D Does2
1Champalimaud Research, Champalimaud Centre for the Unknown, Lisbon, Portugal, 2Biomedical Engineering, Vanderbilt University, Nashville, TN, United States
Synopsis
The importance of myelin water exchange in relaxation
and diffusion metrics extracted from tissues is still an open question. In
particular, to what extent myelin water fraction (MWF) values derived from
multiexponential T2 are due to exchange between myelin and intra/extra axonal
spaces remains unclear. Here, fixed rat spinal cords were subject to temperature-dependent
multiple spin echo experiments, aiming to probe how exchange modulates
quantitative T2 maps in rat spinal cords. We find signatures for exchange from T2
shift patterns, which are tightly linked to the axon diameters in the spinal
cord.
Introduction
Multiexponential T2 (MET2) provides
exquisite contrast in white matter, and is capable of quantitatively reporting
on the myelin water fraction. A crucial question in this context, is whether
and how exchange between intra/extra axonal spaces and myelin contributes to
the observed contrasts. Previous studies in rat spinal cord, have reported
variations in MET2 across white matter tracts that are consistent with
variations in inter-compartmental water change due to variations in axon
diameter and myelin thickness1,2. Here, we probe this model system further through
temperature-dependent multiexponential T2 experiments. We hypothesize that
whereas a decrease in rotational correlation time due to temperature increase
would be similar for all compartments and would result in a simple shift of T2
spectra to higher values, increased exchange rate (due to temperature) would be
reflected as a more complex progress whereby both component T2 values and
amplitudes shift and, in the limit, the spectrum of T2 components becomes
mono-exponential.Methods
MRI experiments. All experiments involving
animals were preapproved by the institutional committee according to EU and
national law. Excised and chemically fixed rat spinal cords (n = 2) were imaged
in 5 mm NMR tubes on a 16.4 T Bruker Aeon Ascend scanner equipped with a
micro5 probe capable of generating up to 3 T/m isotropically. A single-slice
multiple spin echo (MSE) sequence was
executed with the following parameters: 55x55x1000 (µm)3 resolution,
refocusing-to-excitation bandwidth ratio of 6.67, and 90 echoes acquired
with 2.1 ms intervals from 2.7 ms, TR = 3000 ms and number of averages = 16. The
experiments were conducted at ~23+/-1 C and then 37 +/-1 C, in each case the
sample was allowed to equilibrate with the target temperature for at least 3h
prior to imaging.
Data analysis. Images underwent MP-PCA
denoising over a moving 9x9 region and then and Gibbs unringing using in-house
written code. These procedures only improve data quality without any adverse
effects on image resolution or observed MET2 characteristics (ISMRM 2018,
submitted). The processed images were then fit voxelwise to 100 spectral
components with T2 values log-spaced between 2 and 190 ms. The spectra
were smoothed by minimum-curvature
constraint and extended phase graph analysis was used to account for potential
B1+
inhomogeneity. Myelin water fractions (MWF) were computed as the
fraction of spectral components with peak T2 smaller than 17 ms.Results
Figure 1 shows images at two different TEs for
each temperature from one representative spinal cord (each row is plotted with
the same grayscale). The data quality is excellent despite the very high
spatial resolution. The decays from the seven major spinal cord tracts at 23C
(filled symbols) and 37C (hollow symbols) are plotted in Figure 2 (split to two
panels for convenience). In all tracts, multiexponential decays are clearly
different. The ensuing T2 spectra at each temperature (Figure 3) reveal that
when the temperature is increased, myelin water fraction substantially decreases
in most tracts. Figure 4 shows the MWF and OWF maps at the two temperatures,
revealing the spatial coherence of these trends. Finally, the change in MWF and
OWF is given in Figure 5. The dCST clearly evidences the largest change in MWF
with temperature with ~40% decrease, while the VST clearly evidences the
smallest T2 changes in MWG, with ~5% decrease. Discussion
To our knowledge, these results are the first to
describe tract-specific temperature dependence of each T2 component’s
fractions. In a simple solution with no exchange, T2s would invariably increase
with temperature, without change in fractions; however, the observations here
point to a process whereby the MWF is reduced in a tract-specific manner.
Interestingly, this would be the expected behavior when exchange occurs; even
more interestingly, the dCST, which has the smallest axons and hence the
thinnest myelin sheath, exhibits the largest change in MWF with temperature; the
VST, with its largest axons, exhibits the smallest effect, suggesting that the
exchange between myelin and other components is strongly modulated by the
thickness of the myelin. Such experiments may be useful for understanding how
microstructure interacts with relaxation and diffusion processes in tissues. Conclusions
Evidence towards axon-size dependent exchange between
myelin water and the other compartments was revealed, thus contributing to a
better understanding of the role of myelin in microstructural mapping. Acknowledgements
This study was supported by funding from the
European Research Council (ERC) under the European Union’s Horizon 2020
research and innovation programme (Starting Grant, agreement No. 679058) and NIH
EB019980.References
1.
Dula, A.N. et al., 2010.
Multiexponential T2, magnetization transfer, and quantitative histology in
white matter tracts of rat spinal cord., 63(4), pp.902–909.
2.
Harkins, K.D., Dula, A.N. &
Does, M.D., 2012. Effect of intercompartmental water exchange on the apparent
myelin water fraction in multiexponential T2 measurements of rat spinal cord.,
67(3), pp.793–800.