Vanderbilt University, Department of Biomedical Engineering, Nashville, TN, 37232, USA.
Vanderbilt University Medical Center, Department of Radiology, Nashville, TN, 37232, USA.
Sci Rep. 2019 Sep 10;9(1):13020. doi: 10.1038/s41598-019-49448-8.
Trans-arterial chemoembolization (TACE) is an important yet variably effective treatment for management of hepatic malignancies. Lack of response can be in part due to inability to assess treatment adequacy in real-time. Gold-standard contrast enhanced computed tomography and magnetic resonance imaging, although effective, suffer from treatment-induced artifacts that prevent early treatment evaluation. Non-contrast ultrasound is a potential solution but has historically been ineffective at detecting treatment response. Here, we propose non-contrast ultrasound with recent perfusion-focused advancements as a tool for immediate evaluation of TACE. We demonstrate initial feasibility in an 11-subject pilot study. Treatment-induced changes in tumor perfusion are detected best when combining adaptive demodulation (AD) and singular value decomposition (SVD) techniques. Using a 0.5 s (300-sample) ensemble size, AD + SVD resulted in a 7.42 dB median decrease in tumor power after TACE compared to only a 0.06 dB median decrease with conventional methods.
经动脉化疗栓塞术(TACE)是治疗肝恶性肿瘤的重要方法,但疗效不一。部分患者治疗反应不佳可能是因为无法实时评估治疗效果。金标准的对比增强计算机断层扫描和磁共振成像虽然有效,但存在治疗引起的伪影,妨碍了早期治疗评估。非对比超声是一种潜在的解决方案,但在历史上一直无法有效检测治疗反应。在这里,我们提出了最近在灌注焦点方面取得进展的非对比超声作为 TACE 即时评估的工具。我们在一项由 11 名受试者组成的初步研究中证明了其可行性。当结合自适应解调(AD)和奇异值分解(SVD)技术时,可最好地检测到肿瘤灌注的治疗诱导变化。使用 0.5 s(300 个样本)的集合大小,AD+SVD 导致 TACE 后肿瘤功率中位数降低了 7.42 dB,而常规方法仅降低了 0.06 dB。