Table 2.
Loadings of resulting PCs in the PCA performed on each sample. H and P stand for healthy subjects and HOA patients, respectively. For easier interpretation, loadings greater than 0.3 (weak) and 0.5 (strong) are highlighted in light and dark grey, respectively, similarly as in [42]. The last row shows the variance explained by each PC.
Healthy Subjects | HOA Patients | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Joint | Movement | HPC1 | HPC2 | HPC3 | HPC4 | HPC5 | PPC1 | PPC2 | PPC3 | PPC4 | PPC5 |
CMC1 | Flexion | −0.019 | 0.109 | 0.847 | 0.064 | −0.007 | −0.016 | −0.210 | −0.478 | −0.115 | −0.661 |
Abduction | 0.387 | 0.046 | 0.336 | 0.499 | 0.431 | 0.285 | 0.099 | 0.067 | 0.819 | −0.083 | |
MCP1 | Flexion | 0.089 | 0.126 | 0.013 | −0.831 | 0.148 | 0.188 | 0.128 | 0.014 | 0.082 | −0.655 |
IP1 | Flexion | 0.114 | 0.012 | −0.571 | 0.534 | 0.085 | −0.020 | 0.018 | −0.402 | 0.058 | 0.476 |
MCP2 | Flexion | 0.265 | 0.728 | 0.446 | −0.064 | 0.098 | 0.850 | 0.165 | 0.012 | 0.027 | −0.259 |
MCP3 | Flexion | 0.333 | 0.830 | 0.245 | −0.054 | 0.127 | 0.916 | 0.150 | −0.072 | 0.041 | −0.102 |
MCP4 | Flexion | 0.431 | 0.823 | 0.001 | 0.014 | −0.003 | 0.872 | 0.202 | −0.272 | −0.013 | 0.082 |
MCP5 | Flexion | 0.537 | 0.696 | −0.140 | 0.081 | −0.115 | 0.664 | 0.226 | −0.595 | 0.089 | 0.019 |
PIP2 | Flexion | 0.633 | 0.182 | −0.028 | 0.173 | 0.193 | 0.183 | 0.653 | 0.107 | 0.050 | 0.096 |
PIP3 | Flexion | 0.934 | 0.044 | −0.045 | 0.032 | 0.005 | 0.106 | 0.907 | −0.014 | 0.146 | 0.049 |
PIP4 | Flexion | 0.939 | 0.115 | 0.011 | −0.014 | −0.050 | 0.127 | 0.934 | −0.056 | 0.073 | −0.078 |
PIP5 | Flexion | 0.841 | 0.120 | 0.038 | −0.105 | −0.094 | 0.050 | 0.873 | −0.039 | −0.029 | −0.103 |
MCP2−3 | Abduction | 0.240 | −0.622 | −0.220 | 0.112 | −0.060 | −0.508 | 0.062 | 0.012 | 0.497 | 0.363 |
MCP3−4 | Abduction | 0.191 | −0.647 | 0.199 | 0.102 | 0.249 | −0.460 | 0.114 | 0.308 | 0.609 | 0.052 |
MCP4−5 | Abduction | −0.311 | −0.521 | 0.260 | −0.129 | 0.300 | −0.171 | −0.055 | 0.817 | 0.043 | 0.171 |
PArch | Flexion | −0.049 | −0.064 | −0.071 | −0.085 | 0.901 | −0.107 | 0.086 | 0.693 | 0.211 | −0.132 |
Variance explained (%) | 24.26 | 22.20 | 10.00 | 8.32 | 7.94 | 21.60 | 19.52 | 13.05 | 8.74 | 8.71 |