Diffusion-weighted imaging in peripheral zone prostate cancer detection: comparison of different mathematical models and different b-value ranges
- 1. Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Hubei (China)
Description
Objective: To assess the b-value range dependence and diagnostic performance of conventional mono-exponential apparent diffusion coefficient (ADC), intravoxel incoherent motion (IVIM)-derived parameters, and diffusion kurtosis imaging (DKI)-derived parameters for differentiation of prostate cancer and normal tissue in the peripheral zone. Methods: Diffusion - weighted magnetic resonance imaging (DWI) using 21 b-values (0-4500 s/mm2) of 56 patients with histologically proven peripheral zone prostate cancer was analyzed. The mean signal intensities of the regions of interest (ROIs) placed in benign and cancerous peripheral tissues on DWI were fitted using mono-exponential, bi-exponential, and kurtosis models. ADC, , D*, f, Dapp, and Kapp were estimated using four different ranges of b-values: 0-1000, 0-2000, 0-3200, 0-4500 s/mm2. Receiver operating characteristic curve (ROC) analysis was performed to evaluate the diagnostic performance of the parameters. Results: All parameters except D* showed significant differences between cancerous and benign peripheral tissues in all 4 b-value ranges. The areas under the ROC curve (AUCs) of ADCs were comparable in the 0-3200 s/mm2 and 0-4500 s/mm2 b-value ranges (P = 0.980), and were significantly higher than that of 0-1000 s/mm2 and 0-2000 s/mm2 b-value ranges (P < 0.05 for all). The AUCs of ADC and Kapp in 0-2000 s/mm2 and 0-3200 s/mm2 b-value ranges were similar (P = 0.07 and P = 0.954), and were significantly higher than that of other parameters (P < 0.001 for all). The AUC of ADCs in 0-4500 s/mm2 b-value range was significantly higher than that of Kapp (P = 0.002). The AUCs of both ADCs and Kapp were significantly higher than that of other parameters (P < 0.001 for all). Conclusion: There is no obvious advantage for IVIM- or DKI-derived parameters compared to ADC for differentiating cancerous from benign prostate tissue. ADC derived from conventional mono-exponential high b-value (3200 s/mm2) is an optimal parameter for peripheral zone prostate cancer detection. (authors)
Additional details
Identifiers
Publishing Information
- Journal Title
- Journal of Diagnostic Imaging and Interventional Radiology
- Journal Volume
- 26
- Journal Issue
- 1
- Journal Page Range
- p. 8-14
- ISSN
- 1005-8001
INIS
- Country of Publication
- China
- Country of Input or Organization
- China
- INIS RN
- 52103725
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ANIMAL TISSUES; COMPARATIVE EVALUATIONS; DIAGNOSIS; DIFFUSION; DISTRIBUTION; MATHEMATICAL MODELS; NEOPLASMS; NMR IMAGING; PROSTATE; WEIGHTING FUNCTIONS
- Descriptors DEC
- BODY; DIAGNOSTIC TECHNIQUES; DISEASES; EVALUATION; FUNCTIONS; GLANDS; MALE GENITALS; ORGANS
Optional Information
- Notes
- 2 figs., 2 tabs., 26 refs.; http://dx.doi.org/10.3969/j.issn.1005-8001.2017.01.002