Combined use of diffusion-weighted MRI and 1H MR spectroscopy to increase accuracy in prostate cancer detection

被引:127
作者
Reinsberg, Stefan A.
Payne, Geoffrey S.
Riches, Sophie F.
Ashley, Sue
Brewster, Jonathan M.
Morgan, Veronica A.
deSouza, Nandita M. [1 ]
机构
[1] Royal Marsden NHS Fdn Trust, Inst Canc Res, Surrey, England
[2] Royal Marsden Hosp, Royal Marsden NHS Fdn Trust, Clin Magnet Resonance Grp, Surrey SM2 5PT, England
[3] Royal Marsden NHS Fdn Trust, Dept Stat, Surrey, England
关键词
diffusion-weighted MRI; genitourinary tract imaging; MRI; MR spectroscopy; MR technique; oncologic imaging; prostate cancer;
D O I
10.2214/AJR.05.2198
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
OBJECTIVE. The objective of our study was to establish the sensitivity and specificity for prostate cancer detection using a combined H-1 MR spectroscopy and diffusion-weighted MRI approach. SUBJECTS AND METHODS. Forty-two men ( mean age +/- SD, 69.3 +/- 4.7 years) with prostate cancer were studied using endorectal T2-weighted imaging, 2D chemical shift imaging (CSI), and isotropic apparent diffusion coefficient ( ADC) maps. Regions of interest (ROIs) were drawn around the entire gland, central gland, and peripheral zone tumor, diagnostically defined as low signal intensity on T2-weighted images within a sextant that was biopsy-positive for tumor. Lack of susceptibility artifact on a gradient-echo B-0 map through the slice selected for CSI and no high signal intensity on external array T1-weighted images confirmed the absence of significant hemorrhage after biopsy. CSI voxels were classified as nonmalignant or as tumor (ROI included >= 30% or >= 70% tumor). Choline - citrate (Cho/Cit) ratios and average ADCs were calculated for every voxel. A plot of Cho/Cit ratios versus ADCs yielded a line of best separation of tumor voxels from nonmalignant voxels. Receiver operating characteristic (ROC) curves were plotted for Cho/Cit ratios alone, ADCs alone, and a combination of the two. RESULTS. The Cho/Cit ratios were significantly higher ( p < 0.001) and the ADCs were significantly lower ( p < 0.006) in tumor-containing voxels than in non - tumor-containing voxels. When voxels containing 30% or more tumor were considered positive, the area under the ROC curves using combined MR spectroscopy and ADC (0.81) was similar to that of Cho/Cit alone (0.79) and better than ADC alone (0.66). When voxels containing 70% or more tumor were considered positive and cutoffs to achieve a 90%-or-greater sensitivity chosen, a combination of Cho/Cit and ADC achieved a significant improvement in specificity compared with Cho/Cit alone ( p < 0.0001) or ADC alone ( p < 0.0001). CONCLUSION. When voxels containing >= 70% tumor are considered positive, the combined use of MR spectroscopy and diffusion-weighted MRI increases the specificity for prostate cancer detection while retaining the sensitivity compared with MR spectroscopy alone or diffusion-weighted MRI alone.
引用
收藏
页码:91 / 98
页数:8
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