Cem M Deniz1,2, Greg Chang3, and Ryan Brown1
1Department of Radiology, Center for Advanced Imaging Innovation and Research (CAI2R) and Bernard and Irene Schwartz Center for Biomedical Imaging, New York University School of Medicine, New York, NY, United States, 2The Sackler Institute of Graduate Biomedical Sciences, New York University School of Medicine, New York, NY, United States, 3Department of Radiology, Center for Musculoskeletal Care, New York University Langone Medical Center, New York, NY, United States
Synopsis
Phantoms
have been used in MRI for sequence optimization and scanner calibrations.
Recent developments in 3D printing technology have provided tools to
manufacture application specific phantoms in a fast and reliable way. In this
work, we used 3D printing technology to build a resolution phantom for optimization
of trabecular bone structure imaging. We used rods with different thickness, orientation
and spacing for capturing the range of possible trabecular bone structures. Developed
phantom was used to investigate the effect of slice thickness on trabecular
bone structure imaging. Purpose
Tissue
mimicking phantoms are important tools to study the impact of trabecular bone
structure on data interpreted from MRI such as the apparent trabecular relaxation
time
1,2 and bone integrity. Bone phantom construction is challenging due
to the small size of the structures and their tight spacing; normal trabeculae are
80-200 µm thick and demonstrate 400-700 µm marrow spacing
3 that increases with age and in osteoporotic
subjects. Prior phantoms have used glass rods or polyethylene strings to represent
trabecular bone structures inside a Gd doped saline bath
1,2. In recent years, 3D
printing for medical applications has expanded rapidly and provides a new means
for phantom realization
4. We
exploited the flexibility and resolution provided by the 3D printing platform to
study the impact of several variables including trabecular thickness, spacing,
and orientation, along with pulse sequence parameters.
Methods
Trabecular rods were organized in a 5x5 grid whose
subsections consist of rods with variable thickness and spacing (Fig. 1a). In
order to replicate the effect of different trabecular bone structures, four
tilted versions of rod ensembles were built into a composite phantom (0° to
45°, Fig. 1b). A 3D model of the structure was designed using FreeCad v0.15
software and manufactured with ABS material on a Fortus 360mc printer
(Stratasys, Eden Prairie, MN). The printed model was secured inside a two
compartment enclosure (Fig. 1c) which was filled with peanut oil (inside) to
represent bone marrow and water (outside, 1.25 g/L NiSO4.6H2O
and 4/L NaCl) to represent muscle tissue.
Imaging experiments were performed to investigate the effect
of slice thickness -partial volume averaging- and sequence parameters (3T Skyra
scanner, Siemens, Erlangen; with 15 channel knee coil, QED, Mayfield, OH). We performed balanced SSFP
image acquisitions (constructive interference in steady state: CISS) with two
different flip angle phases (0° and 180°) and combined acquired images using
maximum intensity projection to reduce the banding artifacts. The following parameters
were used: TE=5.23ms, TR=12.2ms, flip
angle=50°, bandwidth=130Hz/Px. The inplane resolution (0.24x0.24 mm2) and slab
thickness was kept the same in multiple acquisitions (slice thickness ranged
between 0.24 mm to 1.5 mm).
Results
Figure
1c shows the 3D printed structure inside a two compartment phantom. Coronal and
axial representative images of the phantom are shown in Figure 2a. Axial CISS images
are displayed on Figure 2b with different slice thickness and rod tilt angle
with respect to the axis normal to the acquisition plane. Slice thickness played an important role on
the image quality, which was reduced by blurring of the segments with greater tilt
angle (normal to the acquisition plane). This effect is more prominent for
acquisitions with slice thicknesses more than 500μm. Separation distance
between rods decreases blurring and enabled acquisition with 500μm slice
thickness to resolve rod structures with more than 800μm separation for all tilt angles. As seen on Figure 2b, there are missing rods on the manufactured structure which was printed based on the 3D CAD model (e.g. rod thickness=80μm and spacing=800μm). This could have happened either during printing or more probably during the support material removal process, which can be mitigated by optimizing the process for fine structures.
Discussion and Conclusion
We
developed and manufactured a resolution phantom with fine structures using 3D
printing technology. The effects of the slice thickness on the resolving power
of MR scans of trabecular structure were investigated. Our results indicate
that the 500μm slice thickness could still resolve rod structures with studied
tilt angles in case there is enough separation between rods (which is expected
in osteoporotic trabecular bone structure).
In the future, such phantoms could potentially be widely mass produced with
different types of trabecular microarchitecture (plates, rods, varying levels
of connectivity), which would permit not only sequence optimization for
high-resolution MRI scanning, but also potential cross-scanner and cross-vendor
calibration of high-resolution data for multicenter clinical studies.
Acknowledgements
This work
was performed under the rubric of the Center for Advanced Imaging
Innovation and Research (CAI2R, www.cai2r.net), a NIBIB Biomedical Technology Resource Center (P41-EB017183).References
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doi:10.1136/bjophthalmol-2013-304446