Uribe Carlos F, Jones Edward C, Chang Silvia D, Goldenberg S Larry, Reinsberg Stefan A, Kozlowski Piotr
Department of Physics and Astronomy, University of British Columbia, Vancouver, Canada; MRI Research Centre, University of British Columbia, Vancouver, Canada.
Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada.
Magn Reson Imaging. 2015 Jun;33(5):577-83. doi: 10.1016/j.mri.2015.02.022. Epub 2015 Feb 24.
The purpose of this work was to test whether fractional anisotropy (FA) can contribute to the diagnosis and grading of prostate cancer. Turbo spin echo T2-weighted (T2W) and single shot echo planar imaging diffusion tensor imaging (EPI DTI) data were collected from 13 subjects with biopsy proven prostate cancer prior to surgical removal of the gland. Rapid acquisition with relaxation enhancement (RARE) T2W and spin-echo DTI data were acquired ex-vivo from the fixed prostatectomy specimens. Digitized whole mount histology sections, examined and annotated by a pathologist, were registered to the in-vivo and ex-vivo DTI data, and the average values of apparent diffusion coefficient (ADC) and FA were calculated from ROIs encompassing normal and cancerous peripheral zone (PZ). In addition, Monte Carlo simulations were carried out to assess the dependence of the apparent FA on the ADC values for different signal to noise ratios (SNRs). ADC values were significantly lower in tumors than in normal PZ both in-vivo and ex-vivo, while the difference in FA values between tumors and normal PZ was significant only in-vivo. Paired t-test showed significant difference between in-vivo and ex-vivo FA values in tumors, but not in the normal PZ. The simulations showed that lower SNR results in an increasing overestimation of the FA values with decreasing ADC. These results suggest that the in-vivo increase in FA values in tumors is due to low SNR, rather than the presence of cancer. The results of this study suggest that FA does not contribute significantly to the diagnostic capabilities of DTI in prostate cancer.
这项工作的目的是测试分数各向异性(FA)是否有助于前列腺癌的诊断和分级。从13名经活检证实患有前列腺癌且在手术切除前列腺之前的受试者中收集了快速自旋回波T2加权(T2W)和单次激发回波平面成像扩散张量成像(EPI DTI)数据。从固定的前列腺切除标本中离体获取了快速采集弛豫增强(RARE)T2W和自旋回波DTI数据。由病理学家检查并标注的数字化全层组织学切片与体内和离体DTI数据进行配准,并从包含正常和癌性外周带(PZ)的感兴趣区域(ROI)计算表观扩散系数(ADC)和FA的平均值。此外,进行了蒙特卡罗模拟,以评估不同信噪比(SNR)下表观FA对ADC值的依赖性。无论是体内还是离体,肿瘤中的ADC值均显著低于正常PZ,而肿瘤与正常PZ之间的FA值差异仅在体内显著。配对t检验显示肿瘤体内和离体FA值之间存在显著差异,但正常PZ中不存在。模拟结果表明,较低的SNR会导致随着ADC降低对FA值的高估增加。这些结果表明,肿瘤中FA值的体内升高是由于低SNR,而非癌症的存在。本研究结果表明,FA对DTI在前列腺癌中的诊断能力贡献不大。