Victor Casula1,2, Mikko J. Nissi3,4, Jana Podlipská1,5, Marianne Haapea6,7, Simo Saarakkala1,2,7, Ali Guermazi8, Eveliina Lammentausta2,7, and Miika T. Nieminen1,2,7
1Research Unit of Medical Imaging, Physics and Technology, University of Oulu, Oulu, Finland, 2Medical Research Center, University of Oulu and Oulu University Hospital, Oulu, Finland, 3Department of Applied Physics, University of Eastern Finland, Kuopio, Finland, 4Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland, 5Infotech Oulu, University of Oulu, Oulu, Finland, 6Department of Psychiatry, Oulu University Hospital, Oulu, Finland, 7Department of Diagnostic Radiology, Oulu University Hospital, Oulu, Finland, 8Department of Radiology, Boston University School of Medicine, Boston, MA, United States
Synopsis
Adiabatic $$$T_{1\rho}$$$, adiabatic $$$T_{2\rho}$$$
and $$$T_2$$$ of articular cartilage (AC) were compared between patients with pre- or early
radiographic knee osteoarthritis (OA) (KL=1,2) and volunteers. Further
comparisons were performed after classifying the subjects according to
different signs of OA, including symptoms and functional impairment assessed by
the Western Ontario and McMaster Universities
questionnaire (WOMAC) and presence of structural changes assessed by MRI OA
Knee Score (MOAKS). Increased adiabatic $$$T_{1\rho}$$$ and $$$T_{2\rho}$$$ were significantly
associated with clinical signs of OA. The findings suggest that novel rotating
frame of reference techniques have considerable potential for in vivo OA research and clinical use. Purpose
To compare adiabatic $$$T_{1\rho}$$$, adiabatic $$$T_{2\rho}$$$ and $$$T_2$$$ relaxation times of
articular cartilage (AC) between subjects with and without early signs of osteoarthritis.
Methods
A total of 30 subjects (age range: 50-70 y) were
selected from the OKOA (Oulu Knee Osteoarthritis Study) cohort, including 15 patients
with pre- and early radiographic OA (KL=1,2) and confirmed clinical symptoms, and
15 asymptomatic volunteers, matched for age and
sex. WOMAC questionnaire $$$^1$$$ was filled out by each subject. Patients and volunteers underwent 3T knee MRI (Siemens
Skyra) with six different sequences (Fig.1). The clinical MR images were
evaluated using MOAKS $$$^2$$$,
and $$$AdT_{1\rho}$$$, $$$AdT_{2\rho}$$$ $$$^3$$$
and $$$T_2$$$ were determined in 36 manually segmented cartilage subregions
in lateral and medial central condyles (Fig.2) and compared between the two groups.
Finally, the study participants were divided into groups based on (i) the severity
of symptoms (WOMAC average visual analogue score ≤ 1 mm and > 1 mm), (ii) the
depth of cartilage defects (none, partial-thickness and full-thickness lesions),
(iii) the presence of bone marrow lesions (BML), (iv) the presence of osteophytes,
and (v) the presence of meniscus tears. Differences in relaxation times between
the groups were tested for each cartilage subregion with non-parametric Mann-Whitney or Kruskal-Wallis tests.
Results
Significantly longer $$$AdT_{1\rho}$$$, $$$AdT_{2\rho}$$$ and $$$T_2$$$ were found in several ROIs with group indicating OA
progression by different division methods (Fig.3-4). Moreover, in most ROIs for
which the differences did not reach statistical significance, a trend of increasing
relaxation times was observed along with OA signs. When comparing patients and
volunteers, $$$AdT_{1\rho}$$$, $$$AdT_{2\rho}$$$ and $$$T_2$$$ times were
significantly longer in patient group in one, two and two ROIs, respectively (Fig.3-5). Considering the prevalence of well-established OA hallmarks such
as focal lesions, the overlap between volunteer and patient groups was
apparent. The differences in $$$AdT_{1\rho}$$$ were predominant after dividing
the subjects according to OA symptoms (Fig.5), with relaxation time of the
symptomatic group significantly increased in eight different cartilage
subregions and in the bulk medial femur. Significantly longer $$$AdT_{1\rho}$$$
was also associated with the presence of osteophytes, bone marrow lesions and meniscal
tears. No significant differences in $$$AdT_{1\rho}$$$ were associated with AC
lesions. Significantly elevated $$$AdT_{2\rho}$$$ and $$$T_2$$$ were associated
with each of the considered OA signs in at least one ROI. The most prominent
differences in $$$AdT_{2\rho}$$$ were observed with group division by the
presence of osteophytes; significantly increased values in the osteophyte group
were observed in five different ROIs and in the bulk medial femur (Fig.5). Significantly
lower $$$T_2$$$ was found in one ROI of lateral condyle (superficial aCF) associated
with the presence of meniscus tear.
ROIs presenting significant differences in
relaxation times were mostly found in femoral cartilage subregions (Fig.5).
Some subregions showed significant elongation of all three quantitative MRI
parameters (e.g. medial deep PT ROI for OA symptomatic
group), but more frequently the significant differences in $$$AdT_{1\rho}$$$, $$$AdT_{2\rho}$$$ and $$$T_2$$$ were in different ROIs, particularly in the
lateral compartment.
Discussion
Increased
$$$AdT_{1\rho}$$$ and $$$AdT_{2\rho}$$$ times of articular cartilage were associated
with different clinical signs of early OA. Earlier preclinical studies have shown the superior
sensitivity of $$$AdT_{1\rho}$$$, $$$AdT_{2\rho}$$$ in detecting early OA
changes as compared to established quantitative MRI parameters $$$^{4-6}$$$. In this study, with respect to $$$T_2$$$,
$$$AdT_{1\rho}$$$ was more related to physical symptoms whilst $$$AdT_{2\rho}$$$
was more related to bone marrow lesions and
osteophytes. Furthermore, the different associations of quantitative MRI
parameters to various OA signs found in different ROIs may depend on different effective
relaxation mechanisms. Therefore, the novel rotating frame techniques may
provide complementary information regarding changes in cartilage tissue and OA
progression.
The association of $$$AdT_{1\rho}$$$ and $$$AdT_{2\rho}$$$
with cartilage lesion severity was weaker as compared with the other OA signs, suggesting that the
link between morphological and subtle biochemical changes may not be always obvious
in cartilage, particularly in early OA stages $$$^7$$$. Finally the overlap between volunteer and patient
groups is most probably imputable to the current limitations of the OA
diagnostics, which relies on subjective physical examinations and plain
radiographs.
Conclusions
$$$AdT_{1\rho}$$$ and $$$AdT_{2\rho}$$$ of
articular cartilage are associated with different clinical signs of early OA,
and more related respectively to OA symptoms
and structural changes as compared to $$$T_2$$$. Based on these findings, $$$AdT_{1\rho}$$$ and $$$AdT_{2\rho}$$$ have considerable potential as tools for OA diagnosis and
in vivo research.
Acknowledgements
The Center for Magnetic
Resonance Research, University of Minnesota is gratefully acknowledged for
providing the adiabatic $$$T_{1\rho}$$$ and $$$T_{2\rho}$$$ sequences. The authors would like
to thank Silvia Mangia and Shalom Michaeli for constructive discussions and Ute Goerke for the original Siemens implementation of the
adiabatic $$$T_{1\rho}$$$ sequence. This work was supported by Academy of Finland (grant 260321).References
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