Evaluation of Weighted Diffusion Subtraction for Detection of Clinically Significant Prostate Cancer

被引:2
作者
Sato, Toshiyuki [1 ]
Isoda, Hiroyoshi [1 ,2 ]
Fujimoto, Koji [1 ,3 ]
Furuta, Akihiro [4 ]
Fujimoto, Masakazu [5 ]
Ito, Katsuhiro [6 ]
Kobayashi, Takashi [7 ]
Nakamoto, Yuji [1 ]
机构
[1] Kyoto Univ, Dept Diagnost Imaging & Nucl Med, Grad Sch Med, Kyoto, Japan
[2] Kyoto Univ Hosp, Preempt Med & Lifestyle Dis Res Ctr, Kyoto, Japan
[3] Kyoto Univ, Dept Real World Data Res & Dev, Grad Sch Med, Kyoto, Japan
[4] Osaka Red Cross Hosp, Dept Radiol, Osaka, Japan
[5] Kyoto Univ, Dept Diagnost Pathol, Grad Sch Med, Kyoto, Japan
[6] Ijinkai Takeda Gen Hosp, Dept Urol, Kyoto, Japan
[7] Kyoto Univ, Dept Urol, Grad Sch Med, Kyoto, Japan
关键词
prostate cancer; weighted diffusion subtraction; PI-RADS; ADC; diffusion-weighted imaging; SYSTEM VERSION 2; MULTIPARAMETRIC MRI; HISTOGRAM ANALYSIS; AGREEMENT; ACCURACY; COMBINATION; PERFORMANCE; SCORE;
D O I
10.1002/jmri.27771
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background Diffusion-weighted imaging (DWI) is an important method for clinically significant prostate cancer (csPCa) diagnosis; however, the Prostate Imaging-Reporting and Data System (PI-RADS) requires the subjective assessment of "markedly hypointense or not" on apparent diffusion coefficient (ADC) map. We hypothesize that weighted diffusion subtraction (WDS) images, created by weighted subtraction of high and low b-value DWIs, might better show areas of ADC values below a set threshold, thus decreasing the subjectivity of the assessment. Purpose To evaluate the diagnostic ability of WDS for csPCa by comparing scores based on WDS images (DWI/WDS) with those based on PI-RADS DWI (DWI/ADC). Study Type Retrospective. Subjects Eighty-six PCa patients. Field Strength/Sequences 3.0 T; DWI. Assessment Four readers assessed the probability of csPCa in lesions (overall, in the peripheral zone [PZ] and transitional zone [TZ]) using 5-point DWI/ADC and DWI/WDS scores. Prostatectomy specimens were the reference standard. ADC values and contrast between csPCa and normal prostate tissue on ADC maps and WDS images were calculated with reference to the pathological map. Statistical Tests Diagnostic ability was evaluated by Jackknife alternative free-response receiver-operating characteristic curve. Figure of merit (FOM), sensitivity, and positive predictive value (PPV) between the DWI/ADC and DWI/WDS scores were compared using paired t-test. Inter-reader agreement was analyzed using kappa statistics, and the significance probability was calculated using the Z statistic. Wilcoxon signed-rank test was used to compare contrast between csPCa and normal prostate tissue on ADC maps and WDS images. A P value FOM and sensitivity of the DWI/WDS scores were significantly better than those of the DWI/ADC scores overall, in the PZ and TZ (FOM: overall, 0.715 vs. 0.783; PZ, 0.756 vs. 0.815; TZ, 0.653 vs. 0.738. Sensitivity: overall, 0.512 vs. 0.607; PZ, 0.485 vs. 0.573; TZ, 0.636 vs. 0.761). For PPV, a statistically significant difference was observed overall (0.727 vs. 0.777). The kappa value of DWI/WDS score was significantly higher than that of DWI/ADC score overall and in the PZ (overall, 0.614 vs. 0.792; PZ, 0.609 vs. 0.797). Contrast was significantly higher overall in the PZ and TZ in WDS images (median, 1.26, 1.19, and 1.61) than in ADC maps (0.46, 0.47, and 0.41). Data Conclusion WDS images performed better than ADC maps in the diagnosis of csPCa and in inter-reader agreement of the diagnosis. Technical Efficacy Stage: 2
引用
收藏
页码:1979 / 1988
页数:10
相关论文
共 38 条
[21]   Diagnostic Accuracy of a Rapid Biparametric MRI Protocol for Detection of Histologically Proven Prostate Cancer [J].
Obmann, Verena C. ;
Pahwa, Shivani ;
Tabayayong, William ;
Jiang, Yun ;
O'Connor, Gregory ;
Dastmalchian, Sara ;
Lu, John ;
Shah, Soham ;
Herrmann, Karin A. ;
Paspulati, Raj ;
MacLennan, Gregory ;
Ponsky, Lee ;
Abouassaly, Robert ;
Gulani, Vikas .
UROLOGY, 2018, 122 :133-138
[22]   Removing Ambiguity Caused by T2 Shine-through using Weighted Diffusion Subtraction (WDS) [J].
Oshio, Koichi ;
Okuda, Shigeo ;
Shinmoto, Hiroshi .
MAGNETIC RESONANCE IN MEDICAL SCIENCES, 2016, 15 (01) :146-148
[23]   Assessment of PI-RADS v2 categories3 for diagnosis of clinically significant prostate cancer [J].
Patel, Nayana U. ;
Lind, Kimberly E. ;
Garg, Kavita ;
Crawford, David ;
Werahera, Priya N. ;
Pokharel, Sajal S. .
ABDOMINAL RADIOLOGY, 2019, 44 (02) :705-712
[24]   Interobserver Reproducibility of the PI-RADS Version 2 Lexicon: A Multicenter Study of Six Experienced Prostate Radiologists [J].
Rosenkrantz, Andrew B. ;
Ginocchio, Luke A. ;
Cornfeld, Daniel ;
Froemming, Adam T. ;
Gupta, Rajan T. ;
Turkbey, Baris ;
Westphalen, Antonio C. ;
Babb, James S. ;
Margolis, Daniel J. .
RADIOLOGY, 2016, 280 (03) :793-804
[25]   Likert Score 3 Prostate Lesions: Association Between Whole-Lesion ADC Metrics and Pathologic Findings at MRI/Ultrasound Fusion Targeted Biopsy [J].
Rosenkrantz, Andrew B. ;
Meng, Xiaosong ;
Ream, Justin M. ;
Babb, James S. ;
Deng, Fang-Ming ;
Rusinek, Henry ;
Huang, William C. ;
Lepor, Herbert ;
Taneja, Samir S. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2016, 43 (02) :325-332
[26]   International Society of Urological Pathology (ISUP) Consensus Conference on Handling and Staging of Radical Prostatectomy Specimens. Working group 1: specimen handling [J].
Samaratunga, Hemamali ;
Montironi, Rodolfo ;
True, Lawrence ;
Epstein, Jonathan I. ;
Griffiths, David F. ;
Humphrey, Peter A. ;
van der Kwast, Theo ;
Wheeler, Thomas M. ;
Srigley, John R. ;
Delahunt, Brett ;
Egevad, Lars .
MODERN PATHOLOGY, 2011, 24 (01) :6-15
[27]   Inter-reader agreement of the ESUR score for prostate MRI using in-bore MRI-guided biopsies as the reference standard [J].
Schimmoeller, L. ;
Quentin, M. ;
Arsov, C. ;
Lanzman, R. S. ;
Hiester, A. ;
Rabenalt, R. ;
Antoch, G. ;
Albers, P. ;
Blondin, D. .
EUROPEAN RADIOLOGY, 2013, 23 (11) :3185-3190
[28]   Prostate Magnetic Resonance Imaging Interpretation Varies Substantially Across Radiologists [J].
Sonn, Geoffrey A. ;
Fan, Richard E. ;
Ghanouni, Pejman ;
Wang, Nancy N. ;
Brooks, James D. ;
Loening, Andreas M. ;
Daniel, Bruce L. ;
To'o, Katherine J. ;
Thong, Alan E. ;
Leppert, John T. .
EUROPEAN UROLOGY FOCUS, 2019, 5 (04) :592-599
[29]   Diffusion-weighted MRI and its role in prostate cancer [J].
Tamada, Tsutomu ;
Sone, Teruki ;
Jo, Yoshimasa ;
Yamamoto, Akira ;
Ito, Katsuyoshi .
NMR IN BIOMEDICINE, 2014, 27 (01) :25-38
[30]   Diffusion-Weighted MRI in the Detection of Prostate Cancer: Meta-Analysis [J].
Tan, Cher Heng ;
Wei, Wei ;
Johnson, Valen ;
Kundra, Vikas .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2012, 199 (04) :822-829