Evaluation of different mathematical models and different b-value ranges of diffusion weighted imaging in peripheral zone prostate cancer detection using b-value up to 4500 s/mm2

被引:32
作者
Feng, Zhaoyan [1 ]
Min, Xiangde [1 ]
Margolis, Daniel J. A. [2 ]
Duan, Caohui [3 ]
Chen, Yuping [4 ]
Sah, Vivek Kumar [1 ]
Chaudhary, Nabin [1 ]
Li, Basen [1 ]
Ke, Zan [1 ]
Zhang, Peipei [1 ]
Wang, Liang [1 ]
机构
[1] Huazhong Univ Sci & Technol, Tongji Hosp, Dept Radiol, Tongji Med Coll, Wuhan, Hubei, Peoples R China
[2] Univ Calif Los Angeles, David Geffen Sch Med, Dept Radiol, Ronald Reagan UCLA Med Ctr, Los Angeles, CA 90095 USA
[3] Chinese Acad Sci, Key Lab Magnet Resonance Biol Syst, State Key Lab Magnet Resonance & Atom & Mol Phys, Natl Ctr Magnet Resonance,Wuhan Wuhan Inst Phys &, Wuhan, Hubei, Peoples R China
[4] Univ Sci & Technol China, Ctr Biomed Engn, Hefei, Anhui, Peoples R China
关键词
QUANTITATIVE-ANALYSIS; MULTIPARAMETRIC MRI; DIAGNOSIS; AGGRESSIVENESS; REPEATABILITY; SPECTROSCOPY; TISSUES;
D O I
10.1371/journal.pone.0172127
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Objectives To evaluate the diagnostic performance of different mathematical models and different b value ranges of diffusion-weighted imaging (DWI) in peripheral zone prostate cancer (PZ PCa) detection. Methods Fifty-six patients with histologically proven PZ PCa who underwent DWI-magnetic resonance imaging (MRI) using 21 b-values (0-4500 s/mm(2)) were included. The mean signal intensities of the regions of interest (ROls) placed in benign PZs and cancerous tissues on DWI images were fitted using mono-exponential, bi-exponential, stretched-exponential, and kurtosis models. The b -values were divided into four ranges: 0-1000, 0-2000, 0-3200, and 0-4500 s/mm2, grouped as A, B, C, and D, respectively. ADC, <D>, D*, f, DDC, a, D-app, and K-app were estimated for each group. The adjusted coefficient of determination (R-2) was calculated to measure goodness-of-fit. Receiver operating characteristic curve analysis was performed to evaluate the diagnostic performance of the parameters. Results All parameters except D* showed significant differences between cancerous tissues and benign PZs in each group. The area under the curve values (AUCs) of ADC were comparable in groups C and D (p = 0.980) and were significantly higher than those in groups A and B (p<0.05 for all). The AUCs of ADC and Kapp in groups B and C were similar (p = 0.07 and p = 0.954), and were significantly higher than the other parameters (p<0.001 for all). The AUCs of ADC in group D was slightly higher than Kapp (p = 0.002), and both were significantly higher than the other parameters (p<0.001 for all). Conclusions ADC derived from conventional mono-exponential high b-value (3200 s/mm(2)) models is an optimal parameter for PZ PCa detection.
引用
收藏
页数:15
相关论文
共 35 条
[1]
[Anonymous], 2015, PI RADS PROSTATE IMA
[2]
Grading of Gliomas by Using Monoexponential, Biexponential, and Stretched Exponential Diffusion-weighted MR Imaging and Diffusion Kurtosis MR Imaging [J].
Bai, Yan ;
Lin, Yusong ;
Tian, Jie ;
Shi, Dapeng ;
Cheng, Jingliang ;
Haacke, E. Mark ;
Hong, Xiaohua ;
Ma, Bo ;
Zhou, Jinyuan ;
Wang, Meiyun .
RADIOLOGY, 2016, 278 (02) :496-504
[3]
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
[4]
Limitations and Prospects for Diffusion-Weighted MRI of the Prostate [J].
Bourne, Roger ;
Panagiotaki, Eleftheria .
DIAGNOSTICS, 2016, 6 (02)
[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]
Multiparametric MRI for prostate cancer detection: Preliminary results on quantitative analysis of dynamic contrast enhanced imaging, diffusion-weighted imaging and spectroscopy imaging [J].
Fusco, Roberta ;
Sansone, Mario ;
Petrillo, Mario ;
Setola, Sergio Venanzio ;
Granata, Vincenza ;
Botti, Gerardo ;
Perdona, Sisto ;
Borzillo, Valentina ;
Muto, Paolo ;
Petrillo, Antonella .
MAGNETIC RESONANCE IMAGING, 2016, 34 (07) :839-845
[7]
Can Clinically Significant Prostate Cancer Be Detected with Multiparametric Magnetic Resonance Imaging? A Systematic Review of the Literature [J].
Futterer, Jurgen J. ;
Briganti, Alberto ;
De Visschere, Pieter ;
Emberton, Mark ;
Giannarini, Gianluca ;
Kirkham, Alex ;
Taneja, Samir S. ;
Thoeny, Harriet ;
Villeirs, Geert ;
Villers, Arnauld .
EUROPEAN UROLOGY, 2015, 68 (06) :1045-1053
[8]
A comparison of high b-value vs standard b-value diffusion-weighted magnetic resonance imaging at 3.0T for medulloblastomas [J].
Han, Chengkun ;
Zhao, Long ;
Zhong, Shan ;
Wu, Xiurong ;
Guo, Jianfeng ;
Zhuang, Xiongjie ;
Han, Haiwei .
BRITISH JOURNAL OF RADIOLOGY, 2015, 88 (1054)
[9]
Prostate Cancer: Multiparametric MR Imaging for Detection, Localization, and Staging [J].
Hoeks, Caroline M. A. ;
Barentsz, Jelle O. ;
Hambrock, Thomas ;
Yakar, Derya ;
Somford, Diederik M. ;
Heijmink, Stijn W. T. P. J. ;
Scheenen, Tom W. J. ;
Vos, Pieter C. ;
Huisman, Henkjan ;
van Oort, Inge M. ;
Witjes, J. Alfred ;
Heerschap, Arend ;
Fuetterer, Jurgen J. .
RADIOLOGY, 2011, 261 (01) :46-66
[10]
Evaluation of Different Mathematical Models for Diffusion-Weighted Imaging of Normal Prostate and Prostate Cancer Using High b-Values: A Repeatability Study [J].
Jambor, Ivan ;
Merisaari, Harri ;
Taimen, Pekka ;
Bostrom, Peter ;
Minn, Heikki ;
Pesola, Marko ;
Aronen, Hannu J. .
MAGNETIC RESONANCE IN MEDICINE, 2015, 73 (05) :1988-1998