Gabby B Joseph1, Michael C Nevitt2, Charles E McCulloch2, Jan Neumann1, John A Lynch2, Ursula Heilmeier1, Nancy E Lane3, and Thomas M Link1
1Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States, 2Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, United States, 3Department of Rheumatology, University of California, Davis, Davis, CA, United States
Synopsis
This
study assessed the relationships of serum/urine biomarkers for
osteoarthritis with MR imaging measures of joint structure and composition,
using data from the Osteoarthritis Initiative (OAI). Significant positive
correlations between the serum/urine biomarkers (sHA, sMMP3) and MRI cartilage
T2 relaxation time measurements, compositional markers of early cartilage
degeneration were observed. However, no significant associations were found
with cartilage morphology or Kellgren-Lawrence (KL) grade. Therefore, serum biomarkers and cartilage T2
composition may reflect similar features of the pathophysiology of cartilage
matrix degenerative disease.
Introduction:
Osteoarthritis
(OA) is a degenerative joint disease that often leads to total knee
replacement. Subjects with early stage
OA could benefit from preventive measures such as lifestyle modification that
may slow progression of disease. Various
methods for identifying subjects at risk for OA have been proposed including serum/urine
biomarkers [1, 2] and advanced MR imaging including
cartilage T2 mapping (that quantifies degenerative cartilage compositional change). The purpose of this study was to
assess the relationships of serum/urine biomarkers for OA with MR imaging
measures of joint structure and composition, using data from the Osteoarthritis
Initiative (OAI).Methods:
This study utilized data from the OAI,
a multi-center study aimed at assessing biomarkers in OA. Subjects in this
study are a subset of those included in the Foundation for the National
Institutes of Health (FNIH) Biomarkers Consortium study, which assessed serum
and urine OA biomarkers. For the present study, we analyzed 141 subjects that
had a KL score ≤ 3 in the right knee. We analyzed four biochemical markers:
serum cartilage oligomeric matrix protein (sCOMP), serum hyaluronan (sHA),
serum matrix metalloproteinase-3 (sMMP3), and urine carboxy-terminal telepeptides of type II Collagen (uCTXII). MR images were obtained using 3.0
Tesla (Siemens Magnetom Trio, Erlangen, Germany) scanners. The following sequences were acquired: sag. 2D IW FSE (TR/TE=3200/30ms, spat. res.=0.357mmx0.511mm,
slice th.=3.0mm), cor. 2D PD FSE (TR/TE=3700/29ms, spat. res.=0.365mmx0.456mm,
slice th.=3.0mm), and sag. 3D DESS (TR/TE=16.3/4.7ms, spat. res.=0.365mmx0.456mm,
slice th.=0.7mm) and were used for Whole-organ Magnetic Resonance Imaging Scores (WORMS). A sag. 2D MSME sequence (TR=2700ms, TE1-TE7=10-70ms,
spat. res.=0.313mmx0.446mm, slice th.=3.0mm) was used for cartilage T2
measurements. T2 maps in six regions (patella, lateral femur, lateral tibia,
medial femur, medial tibia) were computed on a pixel-by-pixel basis using 6
echoes (TE=20-70ms) and 3 parameter fitting accounting for noise. Due to the
dynamic nature of the serum biomarkers, we averaged the values of the
biomarkers over the three measured timepoints (baseline, 1and 2 years). For
the cross-sectional analysis, partial correlations adjusted for age, gender,
BMI, KL grade in both knees, diabetes status, and joint space narrowing over 2
years in both knees were used to evaluate the associations between serum/urine
biomarkers and (a) cartilage T2 and (b) WORMS scores (cartilage, meniscus, and
bone marrow). Longitudinal analysis was performed using mixed random effects
models. Results:
Cross Sectional Associations. Serum biomarkers sHA and sMMP3
were positively correlated with cartilage T2 values. For sHA, significant
associations were found with T2 averaged over all cartilage compartments
(r=0.22,p=0.01), lateral femur T2 (r=0.31,p=0.001) and lateral tibia T2
(r=0.19,p=0.02),
Figure 1. sMMP3
showed positive associations with cartilage T2 in the average of all
compartments (r=0.23,p=0.007), the lateral femur (r=0.19,p=0.03), the lateral
tibia (r=0.21,p=0.01), and the medial tibia (r=0.17,p=0.04),
Figure 2. uCTXII was positively
associated with cartilage T2 in the patella (r=0.18,p=0.04). There were no
significant associations between the primary serum/urine biomarkers and cartilage
WORMS scores (p>0.05). However, sMMP3 was significantly correlated (p<0.05)
with meniscus WORMS scores for the medial body (r=0.20,p=0.03), lateral
anterior horn (r=0.18,p=0.05), lateral body (r=0.19,p=0.02) and maximum score
of all regions (r=0.18,p=0.03). The only
significant association between serum/urine biomarkers and bone marrow WORMS
score was with sMMP3 for the lateral tibia (r=0.20, p=0.02).
Longitudinal Changes: While
subjects with cartilage defects had consistently higher sHA values than
subjects without defects over 2 years, the differences were not significant
(p=0.16) and their rates of change were not significantly different (p=0.21).
Subjects with meniscal tears showed trends for increasing rates of change in
sHA over time (p=0.085), yet the overall differences in sHA in subjects with
and without meniscal tears was not significant (p=0.54). However, subjects with high T2 values had
significantly greater sHA than subjects with low T2 values (T2 Tertile 3 vs. T2
Tertile 1: p=0.003) but the rates of change in sHA over time were similar among
T2 tertile groups (p=0.77),
Figure 3.
Discussion:
Our study has shown significant positive
correlations between the serum/urine biomarkers (sHA, sMMP3) and cartilage T2. Interestingly,
however, no significant associations were found with cartilage morphology or KL
grade. While the correlations between serum/urine biomarkers and cartilage T2
were low but significant, the results suggest that serum biomarkers may be
sensitive to biochemical changes in cartilage that may not be related to focal morphologic
damage. Based on our results, serum biomarkers and cartilage T2 composition may
reflect similar features of the pathophysiology of cartilage matrix
degenerative disease. Conclusion:
Overall,
this study demonstrated low but significant associations between serum
biochemical markers of OA (sHA, sMMP3) and MRI T2 biochemical degeneration of
the cartilage ECM.Acknowledgements
This study was funded by NIH P50-AR060752 and NIH R01-AR064771.References
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