23 April 2022>: Clinical Research
Combining Magnetic Resonance Diffusion-Weighted Imaging with Prostate-Specific Antigen to Differentiate Between Malignant and Benign Prostate Lesions
Liying Han 1CEF , Guanyong He 1CDE , Yingjie Mei 2CD , Qing Yu 3BF , Minning Zhao 3BF , Fu Luo 4B , Guanxun Cheng 1AEG** , Wen Liang 3AE**DOI: 10.12659/MSM.935307
Med Sci Monit 2022; 28:e935307
Table 4 Performance of the independent variables and combined model.
MRI/PSA metrics | AUC (95% CI) | Cutoff | Sensitivity | Specificity | PPV | NPV | P |
---|---|---|---|---|---|---|---|
Combined model | 0.911 (0.829–0.962) | 0.321 | 0.875 | 0.865 | 0.800 | 0.918 | |
ADC (×10 mm/s) | 0.887 (0.806–0.967) | 0.855 | 0.844 | 0.865 | 0.794 | 0.90 | 0.204a |
D (×10 mm/s) | 0.848 (0.755–0.941) | 0.87 | 0.781 | 0.865 | 0.781 | 0.865 | |
D (×10 mm/s) | 0.672 (0.556–0.787) | 66.71 | 0.813 | 0.519 | 0.51 | 0.818 | |
D (×10 mm/s) | 0.862 (0.774–0.951) | 1.41 | 0.781 | 0.865 | 0.781 | 0.865 | |
K | 0.822 (0.725–0.920) | 1.015 | 0.813 | 0.788 | 0.703 | 0.872 | |
tPSA (ng/ml) | 0.804 (0.693–0.915) | 20.995 | 0.75 | 0.846 | 0.75 | 0.846 | |
f/tPSA | 0.733 (0.624–0.842) | 0.114 | 0.719 | 0.692 | 0.59 | 0.80 | |
PSAD (ng/ml/cm) | 0.861 (0.770–0.951) | 0.335 | 0.75 | 0.904 | 0.828 | 0.855 | 0.131a |
PI-RADS v2 | 0.859 (0.771–0.948) | >3 | 0.781 | 0.885 | 0.806 | 0.867 | 0.229a |
a Delong test was used to compare the AUC of combined model and that of ADC, PSAD, and PI-RADS v2. AUC – area under curve; PPV – positive predictive value; NPV – negative predictive value; PI-RADS v2 – Prostate Imaging Reporting and Data System version 2. |