Martin Peter R, Cool Derek W, Romagnoli Cesare, Fenster Aaron, Ward Aaron D
Department of Medical Biophysics, The University of Western Ontario, London, Ontario N6A 3K7, Canada.
Department of Medical Imaging, The University of Western Ontario, London, Ontario N6A 3K7, Canada and Robarts Research Institute, The University of Western Ontario, London, Ontario N6A 3K7, Canada.
Med Phys. 2014 Jul;41(7):073504. doi: 10.1118/1.4883838.
Magnetic resonance imaging (MRI)-targeted, 3D transrectal ultrasound (TRUS)-guided "fusion" prostate biopsy intends to reduce the ∼23% false negative rate of clinical two-dimensional TRUS-guided sextant biopsy. Although it has been reported to double the positive yield, MRI-targeted biopsies continue to yield false negatives. Therefore, the authors propose to investigate how biopsy system needle delivery error affects the probability of sampling each tumor, by accounting for uncertainties due to guidance system error, image registration error, and irregular tumor shapes.
T2-weighted, dynamic contrast-enhanced T1-weighted, and diffusion-weighted prostate MRI and 3D TRUS images were obtained from 49 patients. A radiologist and radiology resident contoured 81 suspicious regions, yielding 3D tumor surfaces that were registered to the 3D TRUS images using an iterative closest point prostate surface-based method to yield 3D binary images of the suspicious regions in the TRUS context. The probabilityP of obtaining a sample of tumor tissue in one biopsy core was calculated by integrating a 3D Gaussian distribution over each suspicious region domain. Next, the authors performed an exhaustive search to determine the maximum root mean squared error (RMSE, in mm) of a biopsy system that gives P ≥ 95% for each tumor sample, and then repeated this procedure for equal-volume spheres corresponding to each tumor sample. Finally, the authors investigated the effect of probe-axis-direction error on measured tumor burden by studying the relationship between the error and estimated percentage of core involvement.
Given a 3.5 mm RMSE for contemporary fusion biopsy systems,P ≥ 95% for 21 out of 81 tumors. The authors determined that for a biopsy system with 3.5 mm RMSE, one cannot expect to sample tumors of approximately 1 cm(3) or smaller with 95% probability with only one biopsy core. The predicted maximum RMSE giving P ≥ 95% for each tumor was consistently greater when using spherical tumor shapes as opposed to no shape assumption. However, an assumption of spherical tumor shape for RMSE = 3.5 mm led to a mean overestimation of tumor sampling probabilities of 3%, implying that assuming spherical tumor shape may be reasonable for many prostate tumors. The authors also determined that a biopsy system would need to have a RMS needle delivery error of no more than 1.6 mm in order to sample 95% of tumors with one core. The authors' experiments also indicated that the effect of axial-direction error on the measured tumor burden was mitigated by the 18 mm core length at 3.5 mm RMSE.
For biopsy systems with RMSE ≥ 3.5 mm, more than one biopsy core must be taken from the majority of tumors to achieveP ≥ 95%. These observations support the authors' perspective that some tumors of clinically significant sizes may require more than one biopsy attempt in order to be sampled during the first biopsy session. This motivates the authors' ongoing development of an approach to optimize biopsy plans with the aim of achieving a desired probability of obtaining a sample from each tumor, while minimizing the number of biopsies. Optimized planning of within-tumor targets for MRI-3D TRUS fusion biopsy could support earlier diagnosis of prostate cancer while it remains localized to the gland and curable.
磁共振成像(MRI)靶向、三维经直肠超声(TRUS)引导的“融合”前列腺活检旨在降低临床二维TRUS引导的六分区活检约23%的假阴性率。尽管据报道其阳性检出率提高了一倍,但MRI靶向活检仍会出现假阴性结果。因此,作者提议通过考虑引导系统误差、图像配准误差和不规则肿瘤形状所导致的不确定性,来研究活检系统的针递送误差如何影响对每个肿瘤进行采样的概率。
从49例患者获取了T2加权、动态对比增强T1加权和扩散加权前列腺MRI以及三维TRUS图像。一名放射科医生和一名放射科住院医师勾勒出81个可疑区域,生成三维肿瘤表面,使用基于迭代最近点前列腺表面的方法将其与三维TRUS图像配准,以生成TRUS背景下可疑区域的三维二值图像。通过在每个可疑区域范围内对三维高斯分布进行积分,计算在一个活检针芯中获取肿瘤组织样本的概率P。接下来,作者进行了详尽搜索,以确定对于每个肿瘤样本而言,能使P≥95%的活检系统的最大均方根误差(RMSE,单位为毫米),然后对与每个肿瘤样本对应的等体积球体重复此过程。最后,作者通过研究该误差与估计的针芯累及百分比之间的关系,调查了探头轴方向误差对测量的肿瘤负荷的影响。
对于当代融合活检系统,若RMSE为3.5毫米,则81个肿瘤中有21个肿瘤的P≥95%。作者确定,对于RMSE为3.5毫米的活检系统,仅通过一次活检针芯,无法期望以95%的概率对体积约为1立方厘米或更小的肿瘤进行采样。与不做形状假设相比,使用球形肿瘤形状时,使每个肿瘤的P≥95%的预测最大RMSE始终更大。然而,对于RMSE = 3.5毫米的情况,假设肿瘤形状为球形会导致肿瘤采样概率平均高估3%,这意味着对于许多前列腺肿瘤而言,假设肿瘤形状为球形可能是合理的。作者还确定,活检系统的针递送均方根误差需不超过1.6毫米,以便用一个针芯对95%的肿瘤进行采样。作者的实验还表明,在RMSE为3.5毫米时,18毫米的针芯长度减轻了轴向误差对测量的肿瘤负荷的影响。
对于RMSE≥3.5毫米的活检系统,必须从大多数肿瘤中获取不止一个活检针芯才能使P≥95%。这些观察结果支持了作者的观点,即一些具有临床显著大小的肿瘤可能需要不止一次活检尝试,以便在首次活检过程中进行采样。这促使作者正在开发一种优化活检计划的方法,目标是在最小化活检次数的同时,实现从每个肿瘤获取样本的期望概率。对MRI - 三维TRUS融合活检的肿瘤内靶点进行优化规划,有助于在前列腺癌仍局限于腺体且可治愈时实现早期诊断。