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IVIM Parameters on MRI Could Predict ISUP Risk Groups of Prostate Cancers on Radical Prostatectomy
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 undergoi...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8282053/ https://www.ncbi.nlm.nih.gov/pubmed/34277409 http://dx.doi.org/10.3389/fonc.2021.659014 |
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author | Chang, Chun-Bi Lin, Yu-Chun Wong, Yon-Cheong Lin, Shin-Nan Lin, Chien-Yuan Lin, Yu-Han Sheng, Ting-Wen Huang, Chen-Chih Yang, Lan-Yan Wang, Li-Jen |
author_facet | Chang, Chun-Bi Lin, Yu-Chun Wong, Yon-Cheong Lin, Shin-Nan Lin, Chien-Yuan Lin, Yu-Han Sheng, Ting-Wen Huang, Chen-Chih Yang, Lan-Yan Wang, Li-Jen |
author_sort | Chang, Chun-Bi |
collection | PubMed |
description | 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), PF(kurtosis), 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. |
format | Online Article Text |
id | pubmed-8282053 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82820532021-07-16 IVIM Parameters on MRI Could Predict ISUP Risk Groups of Prostate Cancers on Radical Prostatectomy Chang, Chun-Bi Lin, Yu-Chun Wong, Yon-Cheong Lin, Shin-Nan Lin, Chien-Yuan Lin, Yu-Han Sheng, Ting-Wen Huang, Chen-Chih Yang, Lan-Yan Wang, Li-Jen Front Oncol Oncology 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), PF(kurtosis), 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. Frontiers Media S.A. 2021-07-01 /pmc/articles/PMC8282053/ /pubmed/34277409 http://dx.doi.org/10.3389/fonc.2021.659014 Text en Copyright © 2021 Chang, Lin, Wong, Lin, Lin, Lin, Sheng, Huang, Yang and Wang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Chang, Chun-Bi Lin, Yu-Chun Wong, Yon-Cheong Lin, Shin-Nan Lin, Chien-Yuan Lin, Yu-Han Sheng, Ting-Wen Huang, Chen-Chih Yang, Lan-Yan Wang, Li-Jen IVIM Parameters on MRI Could Predict ISUP Risk Groups of Prostate Cancers on Radical Prostatectomy |
title | IVIM Parameters on MRI Could Predict ISUP Risk Groups of Prostate Cancers on Radical Prostatectomy |
title_full | IVIM Parameters on MRI Could Predict ISUP Risk Groups of Prostate Cancers on Radical Prostatectomy |
title_fullStr | IVIM Parameters on MRI Could Predict ISUP Risk Groups of Prostate Cancers on Radical Prostatectomy |
title_full_unstemmed | IVIM Parameters on MRI Could Predict ISUP Risk Groups of Prostate Cancers on Radical Prostatectomy |
title_short | IVIM Parameters on MRI Could Predict ISUP Risk Groups of Prostate Cancers on Radical Prostatectomy |
title_sort | ivim parameters on mri could predict isup risk groups of prostate cancers on radical prostatectomy |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8282053/ https://www.ncbi.nlm.nih.gov/pubmed/34277409 http://dx.doi.org/10.3389/fonc.2021.659014 |
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