Diffusion-weighted imaging of prostate cancer: effect of b-value distribution on repeatability and cancer characterization

被引:26
作者
Merisaari, Harri [1 ,2 ]
Toivonen, Jussi [1 ,3 ]
Pesola, Marko [3 ]
Taimen, Pekka [4 ,5 ]
Bostrom, Peter J. [6 ]
Pahikkala, Tapio [1 ]
Aronen, Hannu J. [3 ,7 ]
Jambor, Ivan [3 ]
机构
[1] Univ Turku, Dept Informat Technol, SF-20500 Turku, Finland
[2] Univ Turku, Turku PET Ctr, SF-20500 Turku, Finland
[3] Univ Turku, Dept Diagnost Radiol, SF-20500 Turku, Finland
[4] Univ Turku, Dept Pathol, SF-20500 Turku, Finland
[5] Turku Univ Hosp, FIN-20520 Turku, Finland
[6] Turku Univ Hosp, Dept Urol, FIN-20520 Turku, Finland
[7] Turku Univ Hosp, Med Imaging Ctr Southwest Finland, FIN-20520 Turku, Finland
关键词
Diffusion-weighted imaging; Prostate cancer; Repeatability; Intraclass correlation coefficient b values; Gleason score; WATER DIFFUSION; MATHEMATICAL-MODELS; COEFFICIENT ADC; GLEASON SCORE; APPARENT; AGGRESSIVENESS; MRI; OPTIMIZATION; GRADE;
D O I
10.1016/j.mri.2015.07.004
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
Purpose: To evaluate the effect of b-value distribution on the repeatability and Gleason score (GS) prediction of prostate cancer (PCa). Methods: Fifty PCa patients underwent two repeated 3 T diffusion-weighted imaging (DWI) examinations using 12 b values in the range from 0 to 2000 s/mm(2) and diffusion time of 20.3 ms. Mean signal intensities of regions of interest, placed in PCa using whole mount prostatectomy sections as the reference, were fitted using monoexponential, kurtosis, stretched exponential, and biexponential models. In total, 4083 different b-value combinations consisting of 2 to 12 b values were evaluated. Repeatability was assessed by intraclass correlation coefficient, ICC(3,1), and coefficient of repeatability (CoR). Areas under receiver operating characteristic curve (AUCs) for PCa characterization were estimated while the correlation of the fitted values with GS groups (3 + 3, 3 + 4, >3 + 4) was evaluated by using the Spearman correlation coefficient (rho). Results: The parameters of monoexponential, kurtosis, and stretched exponential models estimated using only 4-5, 5-7, 5-7 b values, respectively, had similar ICC(3,1), CoR, AUC, and rho values as the parameters estimated using all 12 b values. Optimized b-value distributions demonstrated improved ICC(3,1) and CoR values but failed to improve AUC and rho values. The parameters of biexponential model demonstrated the worst repeatability and diagnostic performance. Conclusion: B-value distribution influences mainly the repeatability of DWI-derived parameters rather than the diagnostic performance. (C) 2015 Elsevier Inc. All rights reserved.
引用
收藏
页码:1212 / 1218
页数:7
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