Uchechukwuka Monu1,2, Emily McWalter3, Caroline Jordan4, Brian Hargreaves1,2,5, and Garry Gold2,5
1Electrical Engineering, Stanford University, Stanford, CA, United States, 2Radiology, Stanford University, Stanford, CA, United States, 3Mechanical Engineering, University of Saskatchewan, SK, Canada, 4Radiology and Biomedical Imaging, University of California San Francisco, CA, United States, 5Bioengineering, Stanford University, Stanford, CA, United States
Synopsis
In an ACL-injured population, longitudinal
studies that use advanced MRI techniques such as T2 and T1rho mapping to assess
cartilage health, typically compare ACL-injured knees with a separate healthy group
or the contralateral knees. It is still unclear whether the
contralateral knees can be used as a control group. Using a cluster
analysis-based technique, we identify in the contralateral knees, significant increase
in T1rho relaxation times over 1-year that is comparable to the increase in
the ACL-injured knees. These focal cluster areas may represent degenerative
changes and demonstrate that the contralateral knees may not be good controls.
Introduction
Osteoarthritis is a
degenerative joint disease that develops in over 40% of patients with ACL
ruptures 10-20 years after injury [1]. To correctly design longitudinal patient
studies, it is important to have a control group; however, for quantitative MRI
studies, it is currently unclear whether this should be a separate healthy
group or the contralateral knee of the ACL-injured group. To date, both designs have been used in
studies at a single time point and longitudinally [2,3,4,5]. In one study,
significant changes in mean T2 and T1rho relaxation times were reported in both
the ACL-injured and contralateral knees over 1-year [2]. Reporting mean changes
are important; however, assessing what drives these global changes by
quantifying focal cartilage defects can provide additional information about degenerative
disease progression. Our group created a cluster analysis-based technique to
identify focal lesions that persist longitudinal in femoral articular cartilage
[6]; we have shown significant differences between ACL-injured knees and a
healthy volunteer group [6]. The goal of our study was to assess whether
the contralateral knee can be used as a control in the ACL-injured population. Methods
We scanned both knees of eighteen
unilateral-ACL-injured patients and one knee of five healthy volunteers at 3T (MR
750, GE Healthcare, Waukesha, WI) using a volume-transmit, 8 channel-receive
knee coil (Invivo Inv., Gainesville, FL). The scans were acquired at various
time-points over 1-year (Table 1). We performed T2 and T1rho relaxation time
mapping using a quantitative double-echo in steady-state sequence (DESS) [7] and
a T1rho magnetization-prepared 3D spin-echo (CubeQuant) sequence [8],
respectively. We created projection maps of the 3D cartilage surface at each
time point and identified clusters where T2 and T1rho values were increasing in
comparison to the baseline data (Fig. 1) [6]. To define clusters, thresholds of
minimum increases in relaxation time and minimum area had to be met. Specifically, T2 increases had to be greater
than 9ms and T1rho increases had to be greater than 10.8ms; these values were
defined as two standard deviations of the mean change over 1-year for T2 and T1rho in the
healthy volunteer group. Clusters had to exceed 12.4mm2 in size;
this value was defined as the 85th percentile of cluster areas
present in the healthy volunteer group. Our primary outcome measure was percent
cluster area (%CA), defined as the combined area of all clusters of contiguous
pixels that met the defined thresholds. We identified differences in %CA
between the contralateral knees and the healthy knees as well as differences
between the ACL-injured knees and the healthy knees using a Wilcoxon signed
rank test. Results
The mean T2 %CAs within the contralateral knee
of the ACL-injured subjects decreased over 1-year while the mean T1rho %CAs
increased over 1-year (Fig. 2). For T1rho, there was a significant increase in
the %CAs of the contralateral knees as compared to the healthy-volunteer knees
at 1-year (p =0.045). In the ACL-injured knees, the mean %CAs increased over
1-year for both T2 and T1rho relaxation times (Fig. 2). Significant increases in
the %CAs of the ACL-injured knees as compared to the healthy-volunteer knees
were observed at all time points for T2 (p < 0.01) as well as at the 6-month
and 1-year change time points for T1rho (p < 0.05). Compared to the
ACL-injured knees, most of the individual T2 %CAs of the contralateral knees showed
minimal change over time, however, there were some exceptions (Fig. 3). The
individual T1rho %CAs for the contralateral knees shows an increasing trend
similar to that of the ACL-injured knees (Fig. 3). Some clusters track over time with increasing
size or intensity [Fig. 1 – black arrows] while other smaller clusters exhibit
no particular trend [Fig. 1 – red arrows].Discussion
We observed significant differences in T1rho
%CAs between the contralateral knees and healthy volunteers’ knees at 1-year
demonstrating that the contralateral knee may not be an appropriate control.
The T1rho %CAs that track over time may be more progressive clusters representing
much earlier OA changes. Minimal T2 %CA change and an overall decreasing trend
over time suggest a more transient response of clusters that don’t meet the
threshold criteria. Persistent and increasing %CAs in the ACL-injured knees suggests
degenerative changes.
Conclusion
Comparable, significant increases over time in
T1rho relaxation times of the ACL-injured and contralateral knees demonstrate
that the contralateral knees may not be an appropriate control for quantifying
cartilage changes in ACL-injured patient studies.Acknowledgements
R01
AR0063643, NIH R01EB002524, NIH K24AR062068, Arthritis Foundation, GE Healthcare and DARE FellowshipReferences
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