Department of Bioengineering, University of California Los Angeles, Los Angeles, USA.
Department of Urology, University of California Los Angeles, Los Angeles, USA.
Sci Rep. 2024 Aug 14;14(1):18910. doi: 10.1038/s41598-024-69804-7.
Micro-ultrasound has recently been introduced as a low-cost alternative to multi-parametric MRI for imaging prostate cancer. Early clinical studies have demonstrated promising results; however, robust validation via comparison with whole-mount pathology has yet to be achieved. Due to micro-ultrasound probe design and tissue deformation during scanning, it is difficult to accurately correlate micro-ultrasound imaging planes with ground truth whole-mount pathology slides. In this study, we developed a multi-step methodology to co-register micro-ultrasound and MRI to whole-mount pathology. The three-step process had a registration error of 3.90 ± 0.11 mm and consists of: (1) micro-ultrasound image reconstruction, (2) 3D landmark registration of micro-ultrasound to MRI, and (3) 2D capsule registration of MRI to whole-mount pathology. This process was then used in a preliminary reader study to compare the diagnostic accuracy of micro-ultrasound and MRI in 15 patients who underwent radical prostatectomy for prostate cancer. Micro-ultrasound was found to have equivalent performance to retrospective MRI review for index lesion detection (91.7% vs. 80%), while demonstrating an increased detection of tumor extent (52.5% vs. 36.7%) with similar false positive regions-of-interest (38.3% vs. 40.8%). Prospective MRI review had reduced detection of index lesions (73.3%) and tumor extent (18.9%) but improved false positive regions-of-interest (22.7%) relative to micro-ultrasound and retrospective MRI. Further evaluation is needed with a larger sample size.
微超声技术最近被引入,作为一种低成本的替代方案,用于前列腺癌的多参数 MRI 成像。早期的临床研究已经显示出有希望的结果;然而,通过与全组织病理学的比较来进行稳健验证尚未实现。由于微超声探头设计和扫描过程中的组织变形,很难将微超声成像平面与全组织病理学切片的真实情况准确相关联。在这项研究中,我们开发了一种多步骤的方法,将微超声和 MRI 与全组织病理学配准。该三步过程的注册误差为 3.90±0.11 毫米,包括:(1)微超声图像重建,(2)微超声到 MRI 的 3D 标志点注册,和 (3)MRI 到全组织病理学的 2D 胶囊注册。然后,我们将该过程用于初步的读者研究,比较了 15 例接受根治性前列腺切除术治疗前列腺癌的患者的微超声和 MRI 的诊断准确性。微超声在检测指数病变方面与回顾性 MRI 检查具有同等性能(91.7%比 80%),同时显示出肿瘤范围检测的增加(52.5%比 36.7%),具有相似的假阳性感兴趣区(38.3%比 40.8%)。前瞻性 MRI 检查对指数病变(73.3%)和肿瘤范围(18.9%)的检测减少,但对假阳性感兴趣区(22.7%)的检测优于微超声和回顾性 MRI。需要进一步评估,以增加样本量。