Benjamin Tendler1 and Richard Bowtell1
1Sir Peter Mansfield Imaging Centre, University of Nottingham, Nottingham, United Kingdom
Synopsis
There has been
longstanding interest in the anisotropic magnetic properties of muscle tissue,
but to date there has been little examination of these properties using MRI.
Here we describe an initial examination of muscle via field mapping
measurements carried out at 7T on phantoms containing small pieces of muscle
embedded in agar. The results indicate that the susceptibility of this
muscle is diamagnetic (~-100ppb) with respect to agar and only weakly
anisotropic (<5 ppb). There was a significant uniform and
orientation-independent positive frequency offset inside the muscle of 30 ppb
most likely due to chemical exchange effects.Introduction
There has been longstanding
interest in the anisotropic magnetic properties of muscle tissue [1], but there has been little examination of these properties using MRI-based
measurements of field perturbations. Anisotropy in the magnetic
susceptibility of myocardial tissue of post-mortem mouse heart was detected in recent work
[2], but investigations of skeletal muscle tissue appear to be lacking. MRI-based
measurements of frequency variation in muscle could potentially provide a
valuable way of probing the structure and function of muscle tissue, revealing
information about its microstructure, magnetic properties and molecular
composition. Here we describe an initial examination of muscle properties based
on field mapping measurements carried out at 7T on phantoms containing small
pieces of muscle (pork tenderloin) embedded in agar.
Theory
Initial focus was on the magnetic field perturbations generated outside the
muscle pieces, since these are insensitive to microstructural effects and
depend on the magnetic susceptibility of all compartments within the tissue. We
assume that the magnetic properties of the muscle pieces are homogeneous so
that they can be represented using a single value of isotropic/anisotropic susceptibility, χI/A, measured relative to the susceptibility of agar and a common direction of
the principal axis of the cylindrically symmetric susceptibility tensor, assumed to run parallel to the muscle fibers [2]. χ values can be identified by a simple piecewise fit to
data acquired with the sample oriented at multiple angles to the magnetic field (B0) [3-4]. The simulated
field can be described as [4]:
$$f_{sim}=f_{iso}+f_{aniso}=χ_IγΔB_I+χ_AγΔB_A$$
where $$$γ$$$=gyromagnetic ratio. $$$ΔB_I$$$ is defined as:
$$ΔB_I=B_0\text{IFT}\left\{\text{FT}(M)×\left(\frac{1}{3}-cos^2θ_k\right)\right\}$$
where $$$M$$$=sample mask, $$$θ_k$$$ defines the angle of the k-vector with respect
to B0 and IFT/FT describe the Fourier transform operators. $$$ΔB_A$$$ is defined as [4]:
$$ΔB_A=-\frac{B_0}{4}\text{IFT}\begin{Bmatrix}\text{FT}(3M×\sin2θ\cosϕ )×\frac{\sin2ϕ_k\cosϕ_k}{2} \\\text{FT}(3M×\sin2θ\cosϕ )×\frac{\sin2ϕ_k\sinϕ_k}{2} \\\text{FT}(M×(1+3(1+3\cos2θ))×(\cos^{2}θ_k-\frac{1}{3}) \end{Bmatrix}$$
where $$$ϕ_{k}$$$ is the secondary angle in spherical polar
coordinates and $$$θ/ϕ$$$ describe the orientation of the principal axis of the susceptibility
tensor with respect to B
0.Method
Three samples of pork
tenderloin were studied. Each was embedded in agar (1.2% agar, 0.9% NaCl) inside
a 18cm diameter Perspex sphere. Sample 3 was cut in half, with one half rotated
by 90o so the muscle fiber direction was perpendicular to that
in the first half. Using a Philips Achieva 7T MR scanner, samples underwent a
series of GE scans (resolution=1mm3, FOV=176mm3-sample 1; 176×176×150mm3-samples 2&3, TE1=8ms, TE2=20ms, TR=21.6ms, flip angle=15o,
acquisition time=572s). Samples 1&2 were scanned at 12&13 angles with respect to B0 yielding data with the direction of the principal
axis of the tensor ranging from parallel to perpendicular to B0 Sample 3 was scanned at two orientations, so the principal axis of
each piece of muscle was oriented parallel and perpendicular to B0
A phase map was formed from the difference of the two echoes. Phase data was unwrapped/filtered using iHARPERELLA [5].
χI/A values were calculated for all angles simultaneously from the external field perturbations of
samples 1&2 as outlined in the theory using an LSQR algorithm.
Individual χI values were calculated for the two halves of sample 3
by a similar fitting process. The residuals after subtraction of the modelled fields from the measurements were
evaluated inside and outside the muscle pieces.
Results
Fig.1 shows the same
single slice through the sample taken from co-registered field maps measured
with the muscle oriented at different angles with respect to the field. The
fields corresponding to the weighted forward models which best fit the external
field variation are also shown along with the difference of the measured and modelled
fields. Fig.2 shows similar data for sample 3 oriented at two different
angles to B
0. Table.1 details the values of χ
I/A which provide the best fit to the measured external field variation, along with
the average values of the residual field inside the muscle.
Discussion
The results show that the
muscle is diamagnetic with respect to agar with a χ
I
difference in the range 0.08–0.13ppm. The multiple angle measurements
indicated that the muscle susceptibility was only very weakly anisotropic (and
the split sample measurements Fig.2 also did not provide evidence of
significant anisotropy). The χ
A values we measured are significantly smaller
than those observed in [1] of 0.17ppm, however they are of a similar order to a
recent study of myocardial tissue [2] where χ
A=(5.94±0.47)ppb.
Examination of the residual fields in Figs.1&2 shows successful removal
of external field variation with the simulated data.
However, there is a significant, spatially uniform positive residual field
offset of around 30ppb inside the muscle. Since this does not vary with
orientation it is most likely to result from chemical exchange effects and
merits further investigation [6].
Acknowledgements
No acknowledgement found.References
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