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基于全器官病理标本配准的对比微超声与 MRI 检测前列腺癌的评估。

Evaluation of prostate cancer detection using micro-ultrasound versus MRI through co-registration to whole-mount pathology.

机构信息

Department of Bioengineering, University of California Los Angeles, Los Angeles, USA.

Department of Urology, University of California Los Angeles, Los Angeles, USA.

出版信息

Sci Rep. 2024 Aug 14;14(1):18910. doi: 10.1038/s41598-024-69804-7.

Abstract

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.

摘要

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。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/48a9/11324719/e45905a8c617/41598_2024_69804_Fig1_HTML.jpg

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