IVIM Parameters on MRI Could Predict ISUP Risk Groups of Prostate Cancers on Radical Prostatectomy
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. Forty-five prostate cancer (PCa) patients undergoing radical prostatectomy (RP) af...
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Veröffentlicht in: | Frontiers in oncology 2021-07, Vol.11, p.659014-659014 |
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Sprache: | eng |
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Zusammenfassung: | 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.
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.
Thirty-two (71.1%) of 45 patients had concordant preoperative and postoperative ISUP grades. D
, D*
, PF
, ADC
, and ADC
were significantly associated with the postoperative ISUP risk group (all p < 0.05). D
and D*
(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*
to the preoperative ISUP grade (model II) may enhance prediction performance, with an AUC of 0.907 (95% CI 0.822-0.992).
The postoperative ISUP risk group could be predicted by D
and D*
from mpMRI, especially D*
. Obtaining the biexponential IVIM parameters is important for better risk stratification for PCa. |
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ISSN: | 2234-943X 2234-943X |
DOI: | 10.3389/fonc.2021.659014 |