Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu, Taiwan.
Department of Radiology, Taipei Veterans General Hospital, Taipei, Taiwan.
PLoS One. 2019 Feb 12;14(2):e0212092. doi: 10.1371/journal.pone.0212092. eCollection 2019.
This study evaluated the performance of histogram analysis in the time course of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) for differentiating cancerous tissues from benign tissues in the prostate.
We retrospectively analyzed the histograms of DCE-MRI of 30 patients. Histograms within regions of interest(ROI) in the peripheral zone (PZ) and transitional zone (TZ) were separately analyzed. The maximum difference wash-in slope (MWS) and delay phase slope (DPS) were defined for each voxel. Differences in histogram parameters, namely the mean, standard deviation (SD), the coefficient of variation (CV), kurtosis, skewness, interquartile range (IQR), percentile (P10, P25, P75, P90, and P90P10), Range, and modified full width at half-maximum (mFWHM) between cancerous and benign tissues were assessed.
In the TZ, CV for ROIs of 7.5 and 10mm was the only significantly different parameter of the MWS (P = 0.034 and P = 0.004, respectively), whereas many parameters of the DPS (mean, skewness, P10, P25, P50, P75 and P90) differed significantly (P = <0.001-0.016 and area under the curve [AUC] = 0.73-0.822). In the PZ, all parameters of the MWS exhibited significant differences, except kurtosis and skewness in the ROI of 7.5mm(P = <0.001-0.017 and AUC = 0.865-0.898). SD, IQR, mFWHM, P90P10 and Range were also significant differences in the DPS (P = 0.001-0.035).
The histogram analysis of DCE-MRI is a potentially useful approach for differentiating prostate cancer from normal tissues. Different histogram parameters of the MWS and DPS should be applied in the TZ and PZ.
本研究评估了动态对比增强磁共振成像(DCE-MRI)时间过程中的直方图分析在区分前列腺癌组织和良性组织中的性能。
我们回顾性分析了 30 例患者的 DCE-MRI 直方图。分别分析外周带(PZ)和移行带(TZ)的感兴趣区(ROI)内的直方图。为每个体素定义了最大差异强化斜率(MWS)和延迟相斜率(DPS)。评估了癌组织和良性组织之间直方图参数(平均值、标准差(SD)、变异系数(CV)、峰度、偏度、四分位距(IQR)、百分位数(P10、P25、P75、P90 和 P90P10)、范围和修正半峰全宽(mFWHM)的差异。
在 TZ 中,7.5mm 和 10mm ROI 的 CV 是 MWS 唯一具有显著差异的参数(P = 0.034 和 P = 0.004),而 DPS 的许多参数(均值、偏度、P10、P25、P50、P75 和 P90)差异显著(P = 0.001-0.016,曲线下面积 [AUC] = 0.73-0.822)。在 PZ 中,MWS 的所有参数均有显著差异,除了 7.5mm ROI 的峰度和偏度(P = 0.001-0.017,AUC = 0.865-0.898)。SD、IQR、mFWHM、P90P10 和 Range 在 DPS 中也有显著差异(P = 0.001-0.035)。
DCE-MRI 的直方图分析是一种区分前列腺癌和正常组织的潜在有用方法。MWS 和 DPS 的不同直方图参数应分别应用于 TZ 和 PZ。