2Department of Civil Engineering, McMaster University, Canada
3Department of Medical Biophysics and Robarts Research Institute, Western University, Canada
4Schulich School of Medicine and Dentistry, Western University, Canada
5Department of Medical Imaging, Western University, Canada
6Departments of Physical Medicine and Rehabilitation, and Clinical Neurological Sciences, Western University, Canada
Keywords: Patellofemoral osteoarthritis; Cartilage morphology; Quadriceps strength; Magnetic resonance imaging
The specific compartment affected may also influence the relationship between quadriceps strength and disease severity. In a longitudinal study, Teichtahl et al. [14] observed a protective effect for quadriceps strength on cartilage loss in the PF, but not the TF compartment [5]. It has been proposed that PFOA is a greater source of symptoms than TFOA and may constitute a different disease process altogether due to its unique biomechanics, although much less attention has been devoted to this compartment [16]. Muscle strength may play a central role in protecting the PF joint, as compression forces on this compartment are the vector sum of quadriceps muscle and patellar ligament forces [17] and the distal vastus medialis (VM) is thought to restrain lateral patellar tracking during knee flexion [18]. The angle of pennation in the VM changes distally by as much as ~50-60° relative to the femoral axis and these fibers are thought to stabilize the patella in the coronal plane [19-21]. Proximal muscle fibers would be more likely to influence movements in the sagittal plane, such as isometric knee extension. It is well known that muscle volume is the strongest predictor of isometric strength [22], however measurement of isometric strength may not adequately reflect the unique biomechanics of the distal VM and the PF joint. Hart et al. [23] reported no significant relationship between VM volume and PFOA X-ray severity, as well as no difference between the VMVastus Lateralis (VL) ratio between patients with PFOA and healthy controls. This finding could be explained by the use of whole muscle volumes for VM and VL, rather than distal vasti volumes. Indeed, there is evidence from healthy adults that distal VM cross-sectional area is independently associated with patellar cartilage morphology [24]. The purpose of this study was to further examine the relationship between muscle strength, muscle size (measured with MRI-derived measures of muscle volume) and patellar cartilage morphology in patients with knee OA, to determine whether distal VM volume is more strongly correlated with quantitative measures of disease severity than other indices of quadriceps muscle function.
For the knee scans a 3-plane localization scan, calibration scan and 3D SPGR-FS scout scans were acquired to ensure the anatomy of interest was contained in FOV. An oblique plane 3D SPGR IDEAL imaging sequence was used (FOV: 16 cm, slice thickness: 1mm, matrix 512x512, TR: 7.8 ms, TE: 1.4, 2.2, 3.0, 3.8, 4.6 and 5.4 ms, flip angle 3°, bandwidth ± 90.91 khz). Image postprocessing was performed on the water images only.
Patellar bone and cartilage were segmented with customdesigned software after transferring saved images to a workstation (Figure 2). Surface generation of the articular cartilage and sub-chondral bone surfaces was performed in a slice-by-slice manner. Due to the high contrast between bone and cartilage in our images, the sub-chondral bone surface area was segmented by means of a semi-automated edge tracking algorithm incorporating Dijkstra’s shortest path algorithm. The articular cartilage surface was segmented from surrounding tissues (e.g., meniscus, ligaments, opposing cartilage etc.) By manually fitting one or more cubic splines allowing for denuded areas. End points of the articular cartilage contours were initiated and terminated on sub-chondral bone contours. The software allowed for forward or reverse propogation of contours from one slice to another to expedite the segmentation process. Upon completion of contour definition, binary voxel maps were generated from the aggregation of the areas contained between articular cartilage and sub-chondral bone contours. Cartilage volume was determined by numerical integration of segmented voxels. Mean cartilage thickness was determined by 3D Euclidean distance transformation, accounting for denuded regions by assigning a thickness value of zero. The standard deviations of mean and maximum thickness were also determined. Interrater reliability defined by the intraclass correlation coefficient (ICC, 2:1) and 95% confidence intervals was 0.95 (0.81-0.99), 0.97 (0.87-0.99) and 0.90 (0.67-0.98) for cartilage volume mean thickness and maximum thickness, respectively (for 10 cases).
Characteristics of the study participants (n = 20) |
Mean±SD (minimum, maximum) |
Sex (Male/Female) |
7/13 |
Age (years) |
61.7 ± 6.2 (52, 74) |
Height (m) |
1.68 ± 0.07 (1.51, 1.83) |
Body mass (kg) |
82.4 ± 11.8 (62, 109) |
BMI (kg/m2) |
29.4 ± 4.6 (20.7, 37.3) |
WOMAC pain subscale |
8 ± 4 (1, 15) |
WOMAC function subscale |
26 ± 16 (2, 57) |
WOMAC total score |
39 ± 22 (5, 80) |
Isometric torque (N·m) |
135 ± 66 (61, 283) |
Quadriceps muscle volume (cm3) |
774 ± 293 (454, 1424) |
Distal VM volume (cm3) |
20.9 ± 6.5 (11.9, 35.0) |
Distal VL volume (cm3) |
13.5 ± 3.7 (8.2, 22.9) |
Cartilage volume (mm3) |
3700 ± 1216 (2201, 6305) |
Mean thickness (cm) |
1.66 ± 0.47 (0.93, 2.57) |
Maximum thickness (cm) |
5.01 ± 1.04 (3.00, 7.00) |
|
Cartilage volume |
Mean thickness |
Maximum thickness |
Sex |
0.70** |
0.50* |
0.39 |
Body mass |
0.49* |
0.33 |
0.34 |
Isometric torque |
0.81*** |
0.60** |
0.50* |
Quadriceps muscle volume |
0.79*** |
0.48* |
0.59** |
Distal VM volume |
0.83*** |
0.58** |
0.59** |
Distal VL volume |
0.43 |
0.24 |
0.05 |
parameters included in the model |
b-coeffcient |
adjusted r2 |
tolerance |
|
|
|
|
cartilage volume |
|
|
|
model 1 |
|
0.68* |
|
distal VM volume |
0.83 |
|
|
model 2 |
|
0.75* |
|
distal VM volume |
0.55 |
|
0.49 |
isometric torque |
0.40 |
|
0.49 |
|
|
|
|
mean thickness |
|
|
|
model 1 |
|
0.31* |
|
distal VM volume |
0.59 |
|
|
|
|
|
|
maximum thickness |
|
|
|
model 1 |
|
0.32* |
|
distal VM volume |
0.59 |
|
|
Few studies have assessed the relationship between quadriceps muscle strength and OA severity using quantitative MRI assessment. It has been shown previously that X-ray indices of PFOA disease severity show poor agreement with PF defects visualized with knee arthroscopy [32]. Quantitative assessment of cartilage morphology using MRI has been shown to be a valid and responsive measure in longitudinal analysis of cartilage in healthy individuals and those with OA [15]. Our observation that patellar cartilage morphology is associated with distal VM volume builds on previous studies reporting a relationship between quadriceps strength and size measures and PF cartilage morphology. In a longitudinal analysis of cartilage morphology using semi-quantitative assessment, Amin et al. [5] found that reduced quadriceps strength was independently associated with increased lateral PF cartilage loss in patients with knee OA (although no association was noted between strength and TF cartilage). Furthermore, it has previously been reported that distal VM CSA, but not VL CSA is positively correlated with patellar cartilage volume in a healthy middle-aged population [33]. Conversely, Hudlemaier et al. [34] observed a weak association between mid-thigh quadriceps CSA and patellar cartilage volume and thickness in healthy subjects. Furthermore, Hart et al. [23] reported that whole muscle VM volume was not associated with PFOA severity. Our results further understanding of this relationship as stepwise multiple regression ensured that only those variables that contributed significantly to the model were included. For cartilage volume, we observed that distal VM volume explained a large proportion of the variance, while the inclusion of isometric torque in the model explained only an additional 7% (Table 3). For mean and maximum cartilage thickness, distal VM volume was the only variable included in the model (Table 3). The importance of distal VM volume to patellar cartilage morphology over other quadriceps variables could explain the variability observed in studies examining the relationship between disease severity and knee OA.
The relationship between distal VM volumes to patellar cartilage morphology has implications toward understanding the etiology and pathogenesis of PFOA. Muscle atrophy due to disuse has been postulated to be a primary mechanism of muscle weakness in knee OA [35], but whether atrophy is uniform throughout the entire muscle or restricted to a specific location has yet to be considered. Although muscle atrophy can be quantified only in a longitudinal design, our finding that distal VM volume was highly predictive of cartilage volume (and to a lesser extent mean and maximum thickness) suggests that VM morphology could have an impact on PF function, or vice versa. An intact distal VM is necessary to ensure proper patellar tracking and weakness or muscle imbalances can lead to increasing lateral PF contact pressure [18]. Lower distal VM volume could be indicative of reduced strength in this portion of the muscle alone, independent of reductions in strength elsewhere in the muscle. For example, Pattyn et al. [36] reported that VM obliqus CSA was reduced in a group with patellofemoral pain syndrome versus a control group, while mid-thigh quadriceps CSA was similar between groups. Due to the oblique orientation of its muscle fibres, the line of action of the distal VM is relatively horizontal compared to the proximal quadriceps muscle fibres, therefore weakness localized to this portion of the muscle may not be apparent when measuring isometric or dynamic knee extensor strength. Accordingly, this could explain why distal VM volume was a stronger predictor of patellar cartilage volume than isometric torque or quadriceps volume. In support of this, it has been reported that the oblique fibres of the distal VM do not participate significantly in knee extension [37]. Alternatively, it is possible that the temporal association between distal VM volume and PFOA is such that a painful PF compartment results in atrophy of the distal quadriceps. Due to the cross-sectional design employed in this study, it is not possible to determine whether atrophy precedes or follows OA changes. This can only be determined in a longitudinal design.
Along with distal VM atrophy, there are other potential mechanisms of distal VM dysfunction that could be associated with altered PF biomechanics and structural damage to this compartment. We reported previously that motor unit recruitment is altered and firing rates are reduced in the distal VM of knee OA subjects compared to healthy controls [38]. Further to this point, muscle quality may also be altered in this muscle as Fink et al. [39] reported type II fibre atrophy and fibre type grouping (consistent with a collateral reinnervation process) in the VM of peri-arthroplasty knee OA patients. Changes in surface electromyographic activity of the distal VM have not been observed in patients with symptomatic knee OA [40] and it is unclear if neuromuscular alterations in this portion of the muscle influence PF biomechanics.
There are several limitations in interpreting the results of this study. First, the low sample size reduces the external validity of the results and the current findings require confirmation in a larger study sample. Due to the length of the MRI scan required to obtain an adequate signal-to-noise ratio and resolution for both knee and thigh images (~1 hour), combined with the time required for segmentation of the relevant structures it was necessary to restrict the sample size. Further to the small sample size, we did not possess the necessary study power to analyze men and women separately. It has been reported that women with knee OA experience a greater rate of patellar cartilage loss than men [41]. Furthermore, PF biomechanics are different between sexes with women having a larger Q-angle (angle formed between the patellar tendon and the resultant line of force of the quadriceps muscles) resulting in increased lateral PF contact pressures [16]. As mentioned previously, due to the cross-sectional design of this study, we were not able to quantify muscle atrophy, nor were we able to compare VM volume of the OA participants to a control group without OA. Last, only cartilage volume was assessed in this study. MRI is useful for detecting and quantifying other pathological changes associated with OA such as osteophytosis, bone marrow lesions, synovial thickening etc., some of which may be better correlated with OA symptoms than cartilage morphology [15].
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