Table 6.
IVIM-DWI quantitative parameter histogram analysis and SPARCC scoring results to identify the activity group, efficacy of inactive group and control group
| Parameter | Cut-off | AUC | AUC 95% confidence interval (%) | Sensitivity (%) | Specificity (%) | p-value | |
|---|---|---|---|---|---|---|---|
| Active vs inactive group | Dslow kurtosis | 1.512* | 0.735 | 60.0 ~ 84.4 | 84.62 | 58.82 | 0.001 |
| Dslow entropy | 3.782* | 0.680 | 54.1 ~ 79.9 | 66.67 | 70.59 | 0.012 | |
| f 10th | 0.016* | 0.708 | 57.1 ~ 82.2 | 51.28 | 94.12 | <.001 | |
| f 25th | 0.053* | 0.673 | 53.4 ~ 79.2 | 61.54 | 76.47 | 0.019 | |
| ADC kurtosis | 1.253* | 0.685 | 54.7 ~ 80.2 | 71.79 | 70.59 | 0.012 | |
| ADC 75th | 0.787 | 0.676 | 51.9 ~ 82.3 | 74.40 | 70.60 | 0.038 | |
| ADC 90th | 0.993 | 0.677 | 52.5 ~ 82.9 | 74.40 | 64.70 | 0.036 | |
| SPARCC | 12* | 0.799 | 67.1 ~ 89.5 | 69.23 | 82.35 | <.001 | |
| Active vs control group | Dslow mean | 0.338 | 0.910 | 81.1 ~ 96.8 | 79.49 | 100.00 | <.001 |
| Dslow skewness | 0.896* | 0.832 | 71.7 ~ 91.5 | 76.92 | 87.50 | <.001 | |
| Dslow kurtosis | 2.699* | 0.895 | 79.2 ~ 95.8 | 87.18 | 83.88 | <.001 | |
| Dslow entropy | 3.800* | 0.697 | 56.8 ~ 80.6 | 64.10 | 79.17 | 0.003 | |
| Dslow 10th | 0.244 | 0.867 | 75.8 ~ 93.9 | 74.36 | 100.00 | <.001 | |
| Dslow 25th | 0.288 | 0.893 | 79.0 ~ 95.7 | 79.49 | 100.00 | <.001 | |
| Dslow 50th | 0.332 | 0.910 | 81.1 ~ 96.8 | 79.49 | 100.00 | <.001 | |
| Dslow 75th | 0.374 | 0.926 | 83.2 ~ 97.7 | 82.05 | 100.00 | <.001 | |
| Dslow 90th | 0.476 | 0.925 | 83.0 ~ 97.6 | 82.50 | 100.00 | <.001 | |
| Dfast mean | 106.882 | 0.851 | 73.9 ~ 92.9 | 82.05 | 87.50 | <.001 | |
| Dfast skewness | 3.066 | 0.752 | 62.7 ~ 85.2 | 66.67 | 87.50 | <.001 | |
| Dfas kurtosis | 12.445 | 0.717 | 58.9 ~ 82.3 | 61.54 | 95.83 | 0.001 | |
| Dfast entropy | 1.359 | 0.670 | 54.0 ~ 78.3 | 43.59 | 100.00 | 0.013 | |
| Dfast 10th | 2.290 | 0.647 | 54.4 ~ 78.1 | 61.54 | 87.50 | 0.012 | |
| Dfast 50th | 11.810 | 0.803 | 68.4 ~ 89.3 | 66.67 | 91.67 | <.001 | |
| Dfast 75th | 250.000 | 0.807 | 68.8 ~ 89.6 | 71.79 | 91.67 | <.001 | |
| f Entropy | 3.032* | 0.670 | 54.0 ~ 78.3 | 38.46 | 91.67 | 0.013 | |
| f 10th | 0* | 0.782 | 66.0 ~ 87.6 | 56.41 | 100.00 | <.001 | |
| f 25th | 0.021* | 0.864 | 75.5 ~ 93.8 | 74.36 | 91.67 | <.001 | |
| f 50th | 0.090* | 0.822 | 70.5 ~ 90.7 | 64.10 | 91.67 | <.001 | |
| ADC mean | 0.427 | 0.874 | 76.6 ~ 94.4 | 79.49 | 95.83 | <.001 | |
| ADC skewness | 0.978* | 0.747 | 62.1 ~ 84.8 | 69.23 | 91.67 | <.001 | |
| ADC kurtosis | 1.253* | 0.784 | 66.2 ~ 87.8 | 71.79 | 91.67 | <.001 | |
| ADC 10th | 0.298 | 0.874 | 76.6 ~ 94.4 | 76.92 | 100.00 | <.001 | |
| ADC 25th | 0.347 | 0.896 | 79.4 ~ 95.9 | 76.92 | 100.00 | <.001 | |
| ADC 50th | 0.395 | 0.907 | 80.7 ~ 96.6 | 79.49 | 100.00 | <.001 | |
| ADC 75th | 0.462 | 0.874 | 76.7 ~ 94.5 | 82.05 | 95.83 | <.001 | |
| ADC 90th | 0.645 | 0.873 | 76.5 ~ 94.3 | 82.05 | 95.83 | <.001 | |
| SPARCC | 0* | 0.936 | 84.5 ~ 98.2 | 87.18 | 100.00 | <.001 | |
| Inactive vs control group | Dslow mean | 0.338 | 0.863 | 71.9 ~ 95.0 | 64.71 | 100.00 | <.001 |
| Dslow kurtosis | 2.434* | 0.738 | 57.7 ~ 86.2 | 64.71 | 83.33 | 0.006 | |
| Dslow 10th | 0.244 | 0.778 | 62.1 ~ 89.3 | 64.71 | 100.00 | 0.003 | |
| Dslow 25th | 0.288 | 0.819 | 66.7 ~ 92.1 | 64.71 | 100.00 | <.001 | |
| Dslow 50th | 0.332 | 0.858 | 71.3 ~ 94.7 | 64.71 | 100.00 | <.001 | |
| Dslow 75th | 0.368 | 0.885 | 74.6 ~ 96.3 | 76.47 | 95.83 | <.001 | |
| Dslow 90th | 0.476 | 0.912 | 78.1 ~ 97.8 | 82.35 | 100.00 | <.001 | |
| Dfast mean | 84.273 | 0.775 | 61.7 ~ 89.0 | 64.71 | 95.83 | 0.001 | |
| Dfast skewness | 3.466* | 0.757 | 59.8 ~ 87.7 | 58.82 | 95.83 | 0.002 | |
| Dfast kurtosis | 12.445* | 0.760 | 60.1 ~ 87.9 | 58.82 | 95.83 | 0.002 | |
| Dfast entropy | 1.363* | 0.804 | 65.0 ~ 91.1 | 58.82 | 100.00 | <.001 | |
| Dfast 50th | 12.489 | 0.770 | 61.2 ~ 88.6 | 70.59 | 91.67 | 0.001 | |
| Dfast 75th | 21.439 | 0.828 | 67.8 ~ 92.8 | 64.71 | 100.00 | <.001 | |
| f Skewness | 3.451* | 0.772 | 61.5 ~ 88.8 | 76.47 | 79.17 | 0.001 | |
| f Kurtosis | 12.888* | 0.762 | 60.4 ~ 88.1 | 76.47 | 79.17 | 0.002 | |
| f 25th | 0.021* | 0.743 | 58.2 ~ 86.6 | 58.82 | 91.67 | 0.001 | |
| f 90th | 0.195* | 0.733 | 57.2 ~ 85.9 | 70.59 | 79.17 | 0.008 | |
| ADC mean | 0.427 | 0.784 | 62.8 ~ 89.7 | 64.71 | 95.83 | <.001 | |
| ADC 10th | 0.239 | 0.773 | 61.6 ~ 88.9 | 76.47 | 83.33 | 0.003 | |
| ADC 25th | 0.347 | 0.806 | 65.3 ~ 91.3 | 64.71 | 100.00 | <.001 | |
| ADC 50th | 0.394 | 0.838 | 69.0 ~ 93.4 | 64.71 | 100.00 | <.001 | |
| ADC 75th | 0.462 | 0.814 | 66.1 ~ 91.8 | 76.47 | 95.83 | <.001 | |
| ADC 90th | 0.604 | 0.843 | 69.6 ~ 93.8 | 82.35 | 91.67 | <.001 | |
| SPARCC | 0* | 0.735 | 57.4 ~ 86.1 | 47.06 | 100.00 | <.001 |
ADC, apparent diffusion coefficient; AUC, area under the curve; IVIM-DWI, intravoxel incoherent motion diffusion-weighted imaging; SPARCC, Spondyloarthritis Research Consortium of Canada.