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首页> 外文期刊>Medical Physics >Magnetic resonance imaging-targeted, 3D transrectal ultrasound-guided fusion biopsy for prostate cancer: Quantifying the impact of needle delivery error on diagnosis
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Magnetic resonance imaging-targeted, 3D transrectal ultrasound-guided fusion biopsy for prostate cancer: Quantifying the impact of needle delivery error on diagnosis

机译:磁共振成像靶向,3D经直肠超声引导的融合活检对前列腺癌的作用:量化针头输送错误对诊断的影响

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Purpose: 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.Methods: T2-weighted, dynamic contrast-enhanced Tl-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 probability P 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. Results: 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 cm3 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.Conclusions: For biopsy systems with RMSE > 3.5 mm, more than one biopsy core must be taken from the majority of tumors to achieve P > 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.
机译:目的:以磁共振成像(MRI)为目标,3D经直肠超声(TRUS)指导的“融合”前列腺活检旨在降低临床二维TRUS引导的六分仪活检的〜23%假阴性率。尽管据报道它使阳性产量增加了一倍,但以MRI为目标的活检仍继续产生假阴性。因此,作者建议通过考虑由于引导系统误差,图像配准误差和不规则肿瘤形状引起的不确定性,来研究活检系统针头输送误差如何影响每个肿瘤的采样方法。方法:T2加权,动态对比增强从49位患者获得T1加权和弥散加权的前列腺MRI和3D TRUS图像。放射科医生和放射科医师绘制了81个可疑区域轮廓,生成3D肿瘤表面,并使用基于迭代最近点前列腺表面的方法将其注册到3D TRUS图像,以在TRUS上下文中产生可疑区域的3D二值图像。通过对每个可疑区域域上的3D高斯分布进行积分来计算在一个活检核心中获得肿瘤组织样本的概率P。接下来,作者进行了详尽的搜索以确定活检系统的最大均方根误差(RMSE,以毫米为单位),每个肿瘤样品的P> 95%,然后针对与每个肿瘤对应的等体积球体重复此过程肿瘤样本。最后,作者通过研究误差与估计的核心受累百分比之间的关系,研究了探针轴方向误差对测量的肿瘤负荷的影响。结果:考虑到用于当代融合活检系统的3.5 mm RMSE,对于81个肿瘤中的21个,P> 95%。作者确定,对于3.5 mm RMSE的活检系统,仅凭一个活检核心就不可能期望以95%的概率对大约1 cm3或更小的肿瘤进行采样。当使用球形肿瘤形状而不是没有形状假设时,每个肿瘤的预测最大RMSE给出P> 95%,始终大于。然而,RMSE = 3.5 mm的球形肿瘤形状的假设导致平均高估了3%的肿瘤采样概率,这意味着假设球形肿瘤形状对于许多前列腺肿瘤可能是合理的。作者还确定,活检系统需要具有不超过1.6 mm的RMS针头传送误差,才能对95%的带有一个核心的肿瘤进行采样。作者的实验还表明,轴向误差对测量的肿瘤负荷的影响通过3.5 mm RMSE的18 mm核心长度得以减轻。结论:对于RMSE> 3.5 mm的活检系统,必须使用多个活检核心从大多数肿瘤中取出,以达到P> 95%。这些观察结果支持了作者的观点,即某些具有临床意义的肿瘤可能需要多次活检才能在第一次活检期间进行采样。这激励了作者不断开发一种优化活检计划的方法,目的是在最大程度地减少活检次数的同时,获得从每个肿瘤中获取样本的期望概率。 MRI-3D TRUS融合活检肿瘤内靶标的优化计划可支持前列腺癌的早期诊断,同时仍可定位在腺体且可治愈。

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