The Histogram Analysis of Diffusion-Weighted Intravoxel Incoherent Motion (IVIM) Imaging for Differentiating the Gleason grade of Prostate Cancer

被引:142
作者
Zhang, Yu-Dong [1 ]
Wang, Qing [1 ]
Wu, Chen-Jiang [1 ]
Wang, Xiao-Ning [1 ]
Zhang, Jing [1 ]
Liu, Hui [2 ]
Liu, Xi-Sheng [1 ]
Shi, Hai-Bin [1 ]
机构
[1] Nanjing Med Univ, Affiliated Hosp 1, Dept Radiol, Nanjing 210009, Jiangsu, Peoples R China
[2] Siemens Healthcare, MR Collaborat NE Asia, Shanghai, Peoples R China
关键词
DWI; IVIM; Prostate cancer; Gleason score; MRI; CONTRAST-ENHANCED MRI; RENAL-CELL CARCINOMA; RADICAL PROSTATECTOMY; MICROVESSEL DENSITY; SCORE; TUMOR; AGGRESSIVENESS; PERFUSION; COEFFICIENT; RECURRENCE;
D O I
10.1007/s00330-014-3511-4
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
To evaluate histogram analysis of intravoxel incoherent motion (IVIM) for discriminating the Gleason grade of prostate cancer (PCa). A total of 48 patients pathologically confirmed as having clinically significant PCa (size > 0.5 cm) underwent preoperative DW-MRI (b of 0-900 s/mm(2)). Data was post-processed by monoexponential and IVIM model for quantitation of apparent diffusion coefficients (ADCs), perfusion fraction f, diffusivity D and pseudo-diffusivity D*. Histogram analysis was performed by outlining entire-tumour regions of interest (ROIs) from histological-radiological correlation. The ability of imaging indices to differentiate low-grade (LG, Gleason score (GS) a parts per thousand currency sign6) from intermediate/high-grade (HG, GS > 6) PCa was analysed by ROC regression. Eleven patients had LG tumours (18 foci) and 37 patients had HG tumours (42 foci) on pathology examination. HG tumours had significantly lower ADCs and D in terms of mean, median, 10th and 75th percentiles, combined with higher histogram kurtosis and skewness for ADCs, D and f, than LG PCa (p < 0.05). Histogram D showed relatively higher correlations ( = 0.641-0.668 vs. ADCs: 0.544-0.574) with ordinal GS of PCa; and its mean, median and 10th percentile performed better than ADCs did in distinguishing LG from HG PCa. It is feasible to stratify the pathological grade of PCa by IVIM with histogram metrics. D performed better in distinguishing LG from HG tumour than conventional ADCs. GS had relatively higher correlation with tumour D than ADCs. Difference of histogram D among two-grade tumours was statistically significant. D yielded better individual features in demonstrating tumour grade than ADC. D* and f failed to determine tumour grade of PCa.
引用
收藏
页码:994 / 1004
页数:11
相关论文
共 50 条
[1]   ESUR prostate MR guidelines 2012 [J].
Barentsz, Jelle O. ;
Richenberg, Jonathan ;
Clements, Richard ;
Choyke, Peter ;
Verma, Sadhna ;
Villeirs, Geert ;
Rouviere, Olivier ;
Logager, Vibeke ;
Futterer, Jurgen J. .
EUROPEAN RADIOLOGY, 2012, 22 (04) :746-757
[2]   Molecular pathology of prostate cancer [J].
Cazares, L. H. ;
Drake, R. R. ;
Esquela-Kirscher, A. ;
Lance, R. S. ;
Semmes, O. J. ;
Troyer, D. A. .
CANCER BIOMARKERS, 2011, 9 (1-6) :441-459
[3]   The University of California, San Francisco cancer of the prostate risk assessment score: A straightforward and reliable preoperative predictor of disease recurrence after radical prostatectomy [J].
Cooperberg, MR ;
Pasta, DJ ;
Elkin, EP ;
Litwin, MS ;
Latini, DM ;
DuChane, J ;
Carroll, PR .
JOURNAL OF UROLOGY, 2005, 173 (06) :1938-1942
[4]   Biochemical outcome after radical prostatectomy, external beam radiation therapy, or interstitial radiation therapy for clinically localized prostate cancer [J].
D'Amico, AV ;
Whittington, R ;
Malkowicz, SB ;
Schultz, D ;
Blank, K ;
Broderick, GA ;
Tomaszewski, JE ;
Renshaw, AA ;
Kaplan, I ;
Beard, CJ ;
Wein, A .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1998, 280 (11) :969-974
[5]   COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845
[6]   Diffusion-weighted magnetic resonance imaging: a potential non-invasive marker of tumour aggressiveness in localized prostate cancer [J].
deSouza, N. M. ;
Riches, S. F. ;
VanAs, N. J. ;
Morgan, V. A. ;
Ashley, S. A. ;
Fisher, C. ;
Payne, G. S. ;
Parker, C. .
CLINICAL RADIOLOGY, 2008, 63 (07) :774-782
[7]   Investigation of prostate cancer using diffusion-weighted intravoxel incoherent motion imaging [J].
Doepfert, Joerg ;
Lemke, Andreas ;
Weidner, Anja ;
Schad, Lothar R. .
MAGNETIC RESONANCE IMAGING, 2011, 29 (08) :1053-1058
[8]   Prostate cancer. Epidemiology. Risk factors. Pathology [J].
Fournier, G ;
Valeri, A ;
Mangin, P ;
Cussenot, O .
ANNALES D UROLOGIE, 2004, 38 (05) :187-206
[9]   Correlation of ADC and T2 Measurements With Cell Density in Prostate Cancer at 3.0 Tesla [J].
Gibbs, Peter ;
Liney, Gary P. ;
Pickles, Martin D. ;
Zelhof, Bashar ;
Rodrigues, Greta ;
Turnbull, Lindsay W. .
INVESTIGATIVE RADIOLOGY, 2009, 44 (09) :572-576
[10]   Prospective Assessment of Prostate Cancer Aggressiveness Using 3-T Diffusion-Weighted Magnetic Resonance Imaging-Guided Biopsies Versus a Systematic 10-Core Transrectal Ultrasound Prostate Biopsy Cohort [J].
Hambrock, Thomas ;
Hoeks, Caroline ;
Hulsbergen-van de Kaa, Christina ;
Scheenen, Tom ;
Futterer, Jurgen ;
Bouwense, Stefan ;
van Oort, Inge ;
Schroder, Fritz ;
Huisman, Henkjan ;
Barentsz, Jelle .
EUROPEAN UROLOGY, 2012, 61 (01) :177-184