Markus Matthias Schreiner1,2, Stefan Zbyn2, Benjamin Schmitt3, Stephan Domayer1, Reinhard Windhager1, Siegfried Trattnig2, and Vladimir Mlynarik2
1Department of Orthopaedic Surgery, Medical University of Vienna, Vienna, Austria, 2Department of Biomedical Imaging and Imag-Guided Therapy, High Field MR Centre, Medical University of Vienna, Vienna, Austria, 3Siemens Healthcare Pty Ltd, Macquarie Park, Australia
Synopsis
Early onset osteoarthritis is associated with
ultrastructural and compositional changes of cartilage, in particular with a
loss of glycosaminoglycans (GAGs) and disorganization of the collagen matrix.
Both changes remain elusive to morphological MRI. GagCEST is a promising tool
for the evaluation of glycosaminoglycan content in articular cartilage.
However, it is affected by many variables, thus rendering its application challenging.
The implementation of a novel saturation scheme combined with optimized
fixation seems to improve the robustness of the technique as indicated by
increased reproducibility. Our optimized protocol seems to be sensitive to regional
differences in the GAG content.Purpose
Osteoarthritis
is a major health issue in western countries. The inherently limited
regenerative potential of articular cartilage renders timely diagnosis to be
paramount for the possibility of successful conservative treatment. Similarly,
a non-invasive method allowing for repetitive and reproducible assessment of
cartilage quality would be valuable for interventional studies. It is assumed
that even before morphological changes become apparent, early onset
osteoarthritis goes along with changes in the biochemical composition of
articular cartilage, notably with a decrease in GAG content.
1 Hence, GAG
specific MRI techniques, such as sodium imaging and gagCEST bear a high
potential of catering to the aforementioned needs.
2 The aim of this
study was to establish an optimized gagCEST method that allows for robust
assessment of GAG content in articular cartilage within a clinically feasible
measurement time.
Subjects and Methods
Seven young and healthy volunteers (mean age 24,
range 22-26; m:f = 5:2) were examined on a 7 Tesla MR System (Magnetom,
Siemens, Erlangen). The physical integrity of the examined knee joint was assured
by orthopaedic examination and assessment of the WOMAC score. Each volunteer
was measured twice within one hour using a 28-channel knee array coil (Quality
Electrodynamics LLC, Cleveland, OH). A custom-made fixation splint was used to
address motion artefacts. A prototype segmented 3D RF-spoiled gradient-echo
(GRE) sequence (TE = 3.1 ms, TR = 7.9 ms,
resolution = 0.9 x 0.9 x 2.2 mm
3,
measurement time = 19:39 min) with selective RF presaturation using
ten 60 - ms hs2 pulses with variable frequencies (± 10, ± 20 Hz) in the
saturation pulse train was applied.
3 The images were measured for 19
saturation offsets with a step of 92 Hz around the water resonance. B1 for
saturation was set to reach 80% of the specific absorption rate (SAR) limit.
Consecutively, offline image registration using an elastic approach was carried
out. The calculation of Z-spectra was performed on a pixel-by-pixel basis using
spline interpolation of experimental points. Asymmetry of the Z-spectra (MTR
asym)
was calculated from integrals over the offset range ± δ = 0.6 – 1.8
ppm relative to the minimum of each individual Z-spectrum. Region-of-interest (ROI) analysis was carried out by
one reader. For each region, i.e., weight bearing & non-weight bearing
femoral cartilage, trochlear groove, patellar and tibial cartilage, ROIs were
placed on three consecutive slices on morphological images and were consecutively
transferred to gagCEST maps (Fig. 2). For assessing reproducibility, a two-way
mixed intraclass correlation coefficient (ICC) was calculated. Differences in MTR
asym
between different regions were assessed using one way ANOVA. Subsequently, least
significant distance Bonferroni test was
applied.
Results
Thin knee cartilage structures and its curved
surfaces contribute significantly to B0 inhomogeneity, which hampers uniform
saturation of exchangeable OH protons over the entire cartilage volume.
Therefore, variation of the nominal frequency of the adiabatic pulses around
the offset frequency in the saturation pulse train was performed, which
increased the uniformity of saturation in the whole range of resonance
frequencies of the OH protons.
3 In addition, the custom-made
fixation splint successfully addressed motion artefacts and increased patient
comfort during measurements. Fig. 1 shows typical MTR
asym values in
a healthy volunteer obtained with the optimized protocol. Typical regions of
interest selected in various cartilage structured are shown in Fig. 2 and the
corresponding mean MTR
asym are given in Fig. 3. There was good agreement
between two consecutive measurements as demonstrated by an ICC of 0.82. While
MTR
asym values of a similar magnitude were found for weight bearing
and non-weight bearing femoral cartilage (p = 1.0), lower values were
observed for the trochlear groove (p = 0.006), patellar (p = 0.028)
and tibial cartilage (p = 0.006) compared to weight bearing femoral
cartilage (Fig. 2).
Discussion
Combined
implementation of the modified pulse sequence and optimized fixation allowed to
obtain gagCEST maps showing expected distribution of GAG in knee cartilage of
young healthy subjects. Significant differences in the mean MTR
asym
values were observed between different regions of knee cartilage. The sensitivity to
regional differences in the GAG content suggest that the gagCEST method might
be useful in examining various pathological conditions in patients.
Acknowledgements
The
study was supported by a grant provided by Vienna Science and Technology Fund,
Project WWTF-LS11-018.References
1.
Venn M and Maroudas A. Chemical composition and swelling of normal and
osteoarthrotic femoral head cartilage. I. Chemical composition. Ann Rheum Dis.
1977;36:121-9.
2.
Ling W, Regatte RR, Navon G and Jerschow A. Assessment of glycosaminoglycan
concentration in vivo by chemical exchange-dependent saturation transfer
(gagCEST). Proc Natl Acad Sci U S A. 2008;105:2266-70.
3. Mlynarik V et al.
An improved saturation scheme for measuring gagCEST in human knee at 7 T. Proc
Intl Soc Mag Reson Med 23, 4231 (2015).