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Ex vivo study of prostate cancer localization using rolling mechanical imaging towards minimally invasive surgery

机译:使用滚动机械成像进行微创手术的前列腺癌定位的离体研究

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摘要

Rolling mechanical imaging (RMI) is a novel technique towards the detection and quantification of malignant tissue in locations that are inaccessible to palpation during robotic minimally invasive surgery (MIS); the approach is shown to achieve results of higher precision than is possible using the human hand. Using a passive robotic manipulator, a lightweight and force sensitive wheeled probe is driven across the surface of tissue samples to collect continuous measurements of wheel-tissue dynamics. A color-coded map is then generated to visualize the stiffness distribution within the internal tissue structure. Having developed the RMI device in-house, we aim to compare the accuracy of this technique to commonly used methods of localizing prostate cancer in current practice: digital rectal exam (DRE), magnetic resonance imaging (MRI) and transrectal ultrasound (TRUS) biopsy. Final histology is the gold standard used for comparison. A total of 126 sites from 21 robotic-assisted radical prostatectomy specimens were examined. Analysis was performed for sensitivity, specificity, accuracy, and predictive value across all patient risk profiles (defined by PSA, Gleason score and pathological score). Of all techniques, pre-operative biopsy had the highest sensitivity (76.2%) and accuracy (64.3%) in the localization of tumor in the final specimen. However, RMI had a higher sensitivity (44.4%) and accuracy (57.9%) than both DRE (38.1% and 52.4%, respectively) and MRI (33.3% and 57.9%, respectively). These findings suggest a role for RMI towards MIS, where haptic feedback is lacking. While our approach has focused on urological tumors, RMI has potential applicability to other extirpative oncological procedures and to diagnostics (e.g., breast cancer screening).
机译:滚动机械成像(RMI)是一种新颖的技术,可用于检测和定量机器人微创手术(MIS)期间触诊不到的位置的恶性组织;与使用人手相比,该方法显示出更高的精度。使用被动机器人操纵器,驱动轻巧且受力感应的带轮探针横穿组织样本的表面,以收集轮组织动态的连续测量值。然后生成颜色编码图,以可视化内部组织结构内的刚度分布。我们已经在内部开发了RMI设备,旨在将这种技术的准确性与当前实践中定位前列腺癌的常用方法进行比较:直肠指检(DRE),磁共振成像(MRI)和经直肠超声(TRUS)活检。最终的组织学是用于比较的黄金标准。从21个机器人辅助根治性前列腺切除术标本中总共检查了126个部位。对所有患者风险概况(由PSA,格里森评分和病理评分定义)进行了敏感性,特异性,准确性和预测值分析。在所有技术中,术前活检在最终标本中的肿瘤定位中具有最高的敏感性(76.2%)和准确性(64.3%)。但是,RMI的灵敏度(44.4%)和准确度(57.9%)高于DRE(分别为38.1%和52.4%)和MRI(分别为33.3%和57.9%)。这些发现表明,RMI对于缺少触觉反馈的MIS有一定作用。虽然我们的方法专注于泌尿外科肿瘤,但RMI可能适用于其他根治性肿瘤程序和诊断(例如乳腺癌筛查)。

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