4.6 Article

IVIM Parameters on MRI Could Predict ISUP Risk Groups of Prostate Cancers on Radical Prostatectomy

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FRONTIERS IN ONCOLOGY
卷 11, 期 -, 页码 -

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FRONTIERS MEDIA SA
DOI: 10.3389/fonc.2021.659014

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prostate cancer; IVIM; ISUP grade; diffusivity; pseudodiffusivity; perfusion fraction; kurtosis

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  1. Ministry of Health and Welfare of Taiwan [MOHW109-TDU-B-212-114005]

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The study found that IVIM parameters, especially D* (kurtosis) and D-mean, obtained from mpMRI can predict the postoperative risk group of prostate cancer patients. Obtaining the biexponential IVIM parameters is important for better risk stratification in PCa.
Purpose To elucidate the usefulness of intravoxel incoherent motion (IVIM)/apparent diffusion coefficient (ADC) parameters in preoperative risk stratification using International Society of Urological Pathology (ISUP) grades. Materials and Methods Forty-five prostate cancer (PCa) patients undergoing radical prostatectomy (RP) after prostate multiparametric magnetic resonance imaging (mpMRI) were included. The ISUP grades were categorized into low-risk (I-II) and high-risk (III-V) groups, and the concordance between the preoperative and postoperative grades was analyzed. The largest region of interest (ROI) of the dominant tumor on each IVIM/ADC image was delineated to obtain its histogram values (i.e., minimum, mean, and kurtosis) of diffusivity (D), pseudodiffusivity (D*), perfusion fraction (PF), and ADC. Multivariable logistic regression analysis of the IVIM/ADC parameters without and with preoperative ISUP grades were performed to identify predictors for the postoperative high-risk group. Results Thirty-two (71.1%) of 45 patients had concordant preoperative and postoperative ISUP grades. D-mean, D*(kurtosis), PFkurtosis, ADC(min), and ADC(mean) were significantly associated with the postoperative ISUP risk group (all p < 0.05). D-mean and D*(kurtosis) (model I, both p < 0.05) could predict the postoperative ISUP high-risk group with an area under the curve (AUC) of 0.842 and a 95% confidence interval (CI) of 0.726-0.958. The addition of D*(kurtosis) to the preoperative ISUP grade (model II) may enhance prediction performance, with an AUC of 0.907 (95% CI 0.822-0.992). Conclusions The postoperative ISUP risk group could be predicted by D-mean and D*(kurtosis) from mpMRI, especially D*(kurtosis). Obtaining the biexponential IVIM parameters is important for better risk stratification for PCa.

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