Hongjiang Wei1, Kyle Decker 2, Yuyao Zhang1, and Chunlei Liu1
1Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, Berkeley, CA, United States, 2Center for In Vivo Microscopy, Duke University, Durham, NC, United States
Synopsis
Articular cartilage with depth dependent ultra-layer
structure is constructed by collagen fibrils, which is shown by histology
having three distinct layers: the fibrils are mostly parallel to the surface, randomly
distributed and mostly oriented perpendicular to the surface in superficial zone,
middle zone and deep zone, respectively. Quantitative susceptibility mapping is
particularly sensitive to molecular content and cellular arrangement, thus is
suitable to probe such highly organized microstructure and evaluate its
magnetic susceptibility. Our study shows a clear B0-orientation-dependent
susceptibility contrast in the articular cartilage and that the collagen fibril
orientations can be well measured by susceptibility tensor
imaging.
INTRODUCTION
Articular cartilage is a thin covering layer at the
end of the bones in the joints. This depth dependent ultra-layer structure is
essentially constructed by collagen fibrils, which is shown by histology having
three distinct layers. These layers are: superficial zone, where the fibrils
are mostly parallel to the surface; the middle zone, where the fibrils are
relatively randomly distributed; the deep zone, where the fibrils are mostly
oriented perpendicular to the surface. Quantitative susceptibility mapping
(QSM)1-3 is particularly sensitive to molecular content, cellular arrangement
and tissue microstructure, and thus may be suitable to probe such highly
organized microstructure and evaluate its magnetic susceptibility at different
depths with different physical fibril orientations. Our study shows a clear B0
field orientation-dependent magnetic susceptibility contrast in the articular
cartilage and that the collagen fibril orientations can be well measured by susceptibility tensor imaging (STI)4. METHODS
All animal preparation protocols were approved
by the University Institutional Animal Care and Use Committee. Fresh
samples of two adult pig knee joints were obtained from a local abattoir. Central
piece of each articular cartilage was removed from the femoral cartilage. The experiments were performed using a 9.4-T vertical
bore Oxford magnet. The specimen cartridge was placed inside a sphere, allowing
for an arbitrary specimen orientation inside the coil. Magnitude and phase data
were acquired using a 3D GRE sequence with 15 echoes (TE1/𝛥TE/TE15=10/2/38 ms). TR=150 ms, flip angle=35°, matrix size=150×150×150,
isotropic voxel size=100 μm, total scan time per orientation=40 mins. The
specimen was repositioned in a new orientation prior to every image
acquisition. To assess the B0 orientation dependence of magnetic
susceptibility, 15 image orientations were acquired for each specimen. The raw
phase was processed by Laplacian-based phase unwrapping and V_SHARP background
phase removal5. The susceptibility tensor was calculated using STISuite software (http://people.duke.edu/~cl160/). The eigenvalues of the susceptibility tensor (χ1, χ2,
χ3), mean susceptibility=(χ1+χ2+χ3)/3, magnetic
susceptibility anisotropy (MSA) given by 𝛥χ=χ1–(χ2+χ3)/2 were calculated.RESULTS
Fig. 1 shows examples of susceptibility maps acquired
at different orientations. The susceptibility maps exhibited local contrast
specific to different cartilage layers, which showed significant dependence on
collagen fibril orientation relative to B0. Specifically,
the cartilage exhibits a paramagnetic susceptibility within superficial zone
where collagen fibrils are mainly perpendicular to B0 (Fig.1A). On
the other hand, the susceptibility is relative diamagnetic in the deep zone where
the collagen fibrils are mainly parallel to B0. Plots of susceptibility measurements as a function of orientation in the superficial
zone (blue box) and deep zone (green box) are shown in Fig.1E. The B0-orientation-dependent susceptibility contrast is clearly observed in each of these layers.
With STI, the measured susceptibility tensor is
decomposed into three eigenvectors and three associated eigenvalues, denoted as
χ1, χ2, χ3, as in a descending
order. Examples of eigenvalue maps, mean susceptibility and MSA are shown in
Fig.2. The MSA is further color coded based on the direction of the
eigenvector associated with tertiary (most diamagnetic) susceptibility (Fig.2D). The predominant orientation of the eigenvectors is parallel to the
cartilage surface in the superficial zone. Similarly, in an ribbon-like
area close to the tide mark a predominantly tangential alignment of the eigenvectors
can be seen. In between these two regions, covering an area of about 60% of
the total thickness of the cartilage, the predominant orientation of the eigenvectors
is perpendicular to the cartilage surface.DISCUSSION and CONCLUSION
Our study shows that susceptibility anisotropy within
articular cartilage produces particularly interesting magnetic susceptibility
contrast. When collagen fibrils are mostly oriented perpendicular to B0
field, the susceptibility values are more paramagnetic, e.g. in the superficial
zone. When collagen fibrils are mostly
parallel to B0 field, the susceptibility values become more
diamagnetic, e.g. in the deep zone. The macroscopic susceptibility anisotropy
of collagen comes from the diamagnetic anisotropy of the peptide group at the
molecular level. The collagen triple helix contains peptide group planes
oriented at approximately 45° to the fibril axis6. Because the most diamagnetic susceptibility is
oriented normal to the peptide group plane, the net susceptibility of collagen
fibrils is most diamagnetic in the direction parallel to the fibril axis (Fig.3). This trend is
the opposite of the susceptibility anisotropy observed in brain white matter. Our results show that QSM and STI are promising tools to investigate
magnetic susceptibility anisotropy of collagen fibrils in the articular cartilage which opens a new clinical application to diagnose
and evaluate different knee diseases.Acknowledgements
No acknowledgement found.References
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