Table 3. Statistical values of all metrics for differentiating between HGGs and LGGs, grade II and grade III, and grade III and grade IV gliomas.
Metrics | AUC | P Value | Cut-off value | Sensitivity | Specificity |
---|---|---|---|---|---|
HGGs-LGGs | |||||
MK | 0.932 | < 0.001* | 0.553 | 90.00% | 88.20% |
Ka | 0.906 | < 0.001* | 0.655 | 87.50% | 85.30% |
Kr | 0.921 | < 0.001* | 0.443 | 87.50% | 88.20% |
MD(10−3 mm2/sec) | 0.833 | < 0.001* | 1.573 | 72.50% | 85.30% |
FA | 0.618 | 0.081 | 0.324 | 80.00% | 44.10% |
ADC(10−3 mm2/sec) | 0.815 | < 0.001* | 1.627 | 77.50% | 76.50% |
Grade II–III | |||||
MK | 0.874 | < 0.001* | 0.553 | 84.20% | 87.10% |
Ka | 0.827 | < 0.001* | 0.655 | 78.90% | 83.90% |
Kr | 0.864 | < 0.001* | 0.436 | 84.20% | 83.90% |
MD(10−3 mm2/sec) | 0.776 | < 0.001* | 1.627 | 73.70% | 80.60% |
FA | 0.640 | 0.079 | 0.287 | 94.70% | 32.30% |
ADC(10−3 mm2/sec) | 0.716 | 0.004 | 1.575 | 63.20% | 77.40% |
Grade III–IV | |||||
MK | 0.835 | < 0.001* | 0.667 | 85.70% | 84.20% |
Ka | 0.840 | < 0.001* | 0.825 | 76.20% | 89.50% |
Kr | 0.845 | < 0.001* | 0.538 | 81.00% | 84.20% |
MD(10−3 mm2/sec) | 0.729 | 0.013* | 1.409 | 66.70% | 78.90% |
FA | 0.551 | 0.579 | 0.334 | 38.10% | 78.90% |
ADC(10−3 mm2/sec) | 0.737 | 0.003* | 1.400 | 76.20% | 68.40% |
Note: The cut-off value indicates the optimal threshold in the current study/sample size. All metrics are dimensionless, except for MD and ADC.
P < 0.05.
AUC: area under the curve; HGGs: high-grade gliomas; LGGs: low-grade gliomas; MK: mean kurtosis; Ka: axial kurtosis; Kr: radial kurtosis; MD: mean diffusivity; FA: fractional anisotropy; ADC: apparent diffusion coefficient.