Synopsis
In this longitudinal study, we measured the sodium concentration in
knee cartilage in 12 patients with osteoarthritis (OA) with quantitative 23Na
MRI at 7 T. Sodium measurements were performed at baseline and 16 months
follow-up (on average), with and without fluid suppression by inversion
recovery (IR). We show that only fluid-suppressed measurements show a
significant decrease of mean [Na+] in different regions of cartilage
over 16 months follow-up in OA patients. Quantitative 23Na IR-MRI
could therefore be a useful imaging biomarker to monitor cartilage degradation
over time, and help assess the efficiency of potential disease modifying OA
drugs.Purpose
To evaluate the potential utility of sodium (23Na) MRI of
cartilage for longitudinal studies in patients with knee osteoarthritis (OA).
OA is the most common form
of arthritis in synovial joints and a leading cause of chronic disability in
the elderly population. Osteoarthritis is a degenerative disease of the
articular cartilage that can be associated with a reduction in
glycosaminoglycan (GAG) concentration, changes in the size and organization of
collagen fibers
1,2. Sodium MRI has
been shown to strongly correlate with the GAG concentration in cartilage
3,4 and is therefore a good candidate as an
imaging biomarker to assess loss of GAG and cartilage degradation over time in
patients with OA.
Methods
MRI scans: Twelve symptomatic
subjects (mean age = 67±11
yr) with knee OA and Kellgren-Lawrence grades 1-3 (7 KL=1, 3 KL=2, 2 KL=3) were
scanned at 7 T (Siemens) with a dual-tuned 1H/23Na knee
coil (birdcage transmit, 8-channel receive) and with 2 sequences: (1) Radial 3D (R3D), with TE 0.4 ms, TR 100 ms, flip angle 90°, FOV 200 mm isotropic,
10,000 projections, dwell time 80 μs,
real resolution 3.3 mm isotropic, nominal (reconstructed) resolution 2 mm, TA
16:44 min; (2) Inversion recovery
(IR) with adiabatic WURST pulse5,6 (IRW) for synovial fluid suppression,
with the same acquisitions parameters as R3D except TR 140 ms, TI 24 ms, WURST
pulse 240 Hz/10 ms, TA 23:25 min. All images were reconstructed offline in
Matlab with standard 3D regridding. All subjects were scanned at baseline (scan 1) and 16
months follow-up (scan 2) (mean delay = 478±40
days).
Quantification: Sodium concentration [Na+]
quantification was calculated from linear regression of the signal intensity of gel phantoms (4% Agar with 100, 150, 200,
250, 300 mM [Na+])4,6. The image of an uniform solution
phantom (45 mM NaCl) filling the whole volume inside the coil was acquired with
R3D, normalized, and used to correct the cartilage data prior to sodium
quantification processing (to correct the receive inhomogeneity from the
8-channel array7). Sodium maps were also
corrected using T1 and T2* from cartilage8
to increase accuracy to cartilage sodium (note that the phantoms [Na+]
on the maps will therefore be inaccurate).
Measurements: Three
regions-of-interest (ROIs) of 40 pixels were drawn on the patellar (PAT),
femoro-tibial medial (MED) and femoro-tibial lateral (LAT) cartilage, over 8
consecutive slices. All sodium maps (baseline and follow-up) for each subject
were co-registered prior to ROI measurements. The mean and standard deviation
(std) over all pixels were then calculated for each ROI (in mM) in each
subject.
Statistics: The rank sum test was
applied to the summary statistics of means and std in all subjects to assess
the significance of the difference of the measures between the baseline and 16 months
follow-up scans.
Results
Fig. 1 and 2 show examples
of [Na+] maps in PAT, MED and LAT, from 2 different OA patients. Sodium
maps calculated from R3D (no fluid suppression) present little difference in
the ROIs, while data from IRW (fluid suppression that removes partial volume
effect from synovial fluid) present significant visual difference in the ROIs.
Fig. 3 shows the boxplots
of mean and std [Na+] measured in PAT, MED and LAT for each subject
and each sequence, at baseline (scan 1)
and 16 months follow-up (scan 2). We
can observe that, for most of the subjects, mean and std values measured from
the follow-up scans were lower than from the baseline scan, and that only
measurements from IRW were significantly different between the 2 scans (see
Table 1 for the p values). The average decrease of mean [Na+]
was 70±50 mM over all patients.
Discussion
Sodium
MRI with synovial fluid suppression by IR is more sensitive to the sodium
content within cartilage
4 and allows us
to estimate the rate of loss of GAG over time in patients with OA. Due to the
small number of subjects, no correlation was found between the decrease in mean
and std [Na
+] and KL grade. More subjects with KL 1 to 4 need to be
scanned to assess if the proposed measurements can not only estimate accurately
the degree of cartilage degradation, but also predict the rate of degradation.
Conclusion
Quantitative sodium MRI with synovial fluid suppression by IR at 7 T could
be a potential useful imaging biomarker for follow-up studies of cartilage
degradation due to OA, and for assessing the efficiency of disease modifying OD drugs (DMOADs).
Future work will involve increasing the acquisition speed and resolution with
improved 3D non-Cartesian sequences
9,
and assess the repeatability of the follow-up study on asymptomatic controls
10.
Acknowledgements
This work was supported by the Center for Advanced Imaging Innovation and Research (CAI2R), a NIBIB Biomedical Technology Resource Center (NIH P41 EB017183). Other grant support: R01 AR056260, R01 AR060238, R01 AR067156, and R03 AR065763.
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