Daniel J. Park1, Neal K. Bangerter2,3, Antony J. R. Palmer1, Haonan Wang2, Bragi Sveinsson4, Brian Hargreaves4, and SiƓn Glyn-Jones1
1Nuffield Department of Orthopaedics, Rheumotology, and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom, 2Department of Electrical and Computer Engineering, Brigham Young University, Provo, UT, United States, 3Department of Radiology, Univerisity of Utah, Salt Lake City, UT, United States, 4Radiology, Stanford University, Stanford, CA, United States
Synopsis
Osteoarthritis, a disease that is a burden to society and individuals, has 3 major stages of progression in cartilage: (1) glycosaminoglycan loss; (2) collagen matrix degeneration; and (3) fissures and volume and thickness loss. A protocol is proposed to measure the progression of each of these stages of OA at 7 Tesla in about 30 minutes: (1) T1ρ to measure glycosaminoglycan changes; (2) modified DESS measurements of T2 and ADC to measure collagen matrix integrity; and (3) high resolution phase cycled bSSFP images to measure changes in morphology.Purpose
Develop a comprehensive 7T MRI knee
protocol to evaluate cartilage for signs of early osteoarthritis.
Introduction
Osteoarthritis (OA) is a debilitating
disease that is a burden on individuals and society as a whole[1]. However, there are
no reliable methods to detect the early onset of disease or track slight
disease changes over time in vivo.
OA has three main stages of progression
in cartilage: (1) glycosaminoglycan depletion; (2) a breakdown of the collagen
matrix; and (3) the cartilage begins to fissure and loose volume and thickness. Measures that track changes in each of these stages
of OA will enable a better understanding of the disease and enable studies into
treatments of the disease. We aim to
measure all three of these changes in a single protocol.
MRI Sequences exist that show promise
in measuring each of these stages. However,
they have not previously been combined into a single protocol. Here we present a protocol that measures
cartilage glycosaminoglycan content using T1ρ, cartilage matrix integrity
using T2 and ADC measures derived from a modified double-echo in the steady-state
(DESS) sequence, and cartilage volume, thickness, and surface defects using a
phase-cycled balanced steady state free precession (bSSFP) sequence for high
resolution morphology.
Methods and Results
All images were acquired with a Siemens
(Erlangen, Germany) 7 Tesla MRI machine with a 28 channel QED (Ohio, U.S.A.)
knee coil.
Sequence parameters are summarized in
table 1. Further method details follow.
T1ρ for glycosaminoglycan evaluation
A 3D T1ρ prepared spoiled gradient
echo sequence was used to acquire T1ρ maps in cartilage[2]. T1ρ maps were
calculated offline using MathWorks (Massachusetts, U.S.A.) MATLAB. Sequence parameters are found in Table 1. An example image is shown in Figure 1.
Modified DESS for collagen matrix
evaluation
A 3D modified DESS sequence was used to
acquire images at two different flip angle/diffusion gradient settings
resulting in four images (two images for each set of sequence parameters)[3]. Sequence parameters
are found in Table 1. T2 and ADC maps
were calculated using an extended phase graph signal model[4] in MathWorks (Massachusetts, U.S.A.) MATLAB. An example T2 map and ADC map overlaid on a
DESS image are shown in Figure 2 and 3 respectively.
Phase-Cycled bSSFP for morphology
measurements
A bSSFP sequence was modified to enable
phase cycling. Four different images
were acquired at different phase cycling to shift the banding artifact. All four images were combined in MATLAB using
a root sum of squares combination method to reduce the appearance of banding. Sequence parameters are found in Table
1. An example image is shown in Figure
4.
Discussion and Conclusion
Initial images are promising in the proposed
whole knee imaging protocol to assess OA in the cartilage of the knee.
T1ρ measurements are consistent with
those previously reported. However, the
current T1ρ sequence does not sufficiently cover the knee in the desired scan
time (unilateral knee coverage is desired in about 30 minutes). Other studies have acquired data in the
coronal and axial planes, effectively doubling the scan time, to cover patellar
cartilage as well as femoral condyle cartilage.
The proposed protocol focuses on the femoral condyle cartilage regions
at the cost of missing the patellar cartilage.
Further work will be extending the coverage of the T1ρ sequence
through sequence development of this and the other sequences without
sacrificing the timing of the protocol.
Modified DESS measurements of T2 are
consistent with those previously reported.
The ADC measurements do not directly agree with standard diffusion
measurements. However, further work is
being done to validate the T2 and ADC measurements along with improving the ADC
estimates.
The phase cycled bSSFP images provide high
resolution morphological images.
Different layers of cartilage can even be discerned in some areas. Future work is to enable semi-automated
segmentation using these images. The anisotropic
resolution is to facilitate better segmentation.
Here we present a protocol for early OA
cartilage evaluation at 7T in about 30 minutes.
This protocol may be used in studies to better understand early OA in
the knee.
Acknowledgements
This work was supported by the Oxford NIHR
Musculoskeletal BRU; the Arthritis Research UK Centre for Sport, Exercise and
Osteoarthritis; and NIH Grants R01-EB002524 and K08- CA112449.
The T1ρ imaging sequence was kindly
provided by CMROI at the University of Pennsylvania.
Magnetic resonance imaging at 7 Tesla was
performed in collaboration with the Centre for Functional Magnetic Resonance
Imaging of the Brain (FMRIB).
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