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对比增强超声成像中纳米气泡的独特二次波现象。

The unique second wave phenomenon in contrast enhanced ultrasound imaging with nanobubbles.

机构信息

Eindhoven University of Technology, Eindhoven, The Netherlands.

Case Western Reserve University, Cleveland, OH, USA.

出版信息

Sci Rep. 2022 Aug 10;12(1):13619. doi: 10.1038/s41598-022-17756-1.

Abstract

Investigation of nanobubble (NB) pharmacokinetics in contrast-enhanced ultrasound (CEUS) at the pixel level shows a unique phenomenon where the first pass of the contrast agent bolus is accompanied by a second wave. This effect has not been previously observed in CEUS with microbubbles. The objective of this study was to investigate this second-wave phenomenon and its potential clinical applications. Seven mice with a total of fourteen subcutaneously-implanted tumors were included in the experiments. After injecting a bolus of NBs, the NB-CEUS images were acquired to record the time-intensity curves (TICs) at each pixel. These TICs are fitted to a pharmacokinetic model which we designed to describe the observed second-wave phenomenon. The estimated model parameters are presented as parametric maps to visualize the characteristics of tumor lesions. Histological analysis was also conducted in one mouse to compare the molecular features of tumor tissue with the obtained parametric maps. The second-wave phenomenon is evidently shown in a series of pixel-based TICs extracted from either tumor or tissues. The value of two model parameters, the ratio of the peak intensities of the second over the first wave, and the decay rate of the wash-out process present large differences between malignant tumor and normal tissue (0.04 < Jessen-Shannon divergence < 0.08). The occurrence of a second wave is a unique phenomenon that we have observed in NB-CEUS imaging of both mouse tumor and tissue. As the characteristics of the second wave are different between tumor and tissue, this phenomenon has the potential to support the diagnosis of cancerous lesions.

摘要

在对比增强超声(CEUS)的像素水平上研究纳米气泡(NB)的药代动力学,显示出一种独特的现象,即在对比剂团注的第一通过期间伴随着第二波。在使用微泡的 CEUS 中,尚未观察到这种第二波效应。本研究旨在探讨这种第二波现象及其潜在的临床应用。在实验中,共纳入 7 只小鼠,总计 14 个皮下植入肿瘤。注射 NB 团注后,采集 NB-CEUS 图像以记录每个像素的时间强度曲线(TIC)。这些 TIC 拟合到我们设计的药代动力学模型中,以描述观察到的第二波现象。估计的模型参数以参数图的形式呈现,以可视化肿瘤病变的特征。还对一只小鼠进行了组织学分析,以比较肿瘤组织的分子特征与获得的参数图。从肿瘤或组织中提取的一系列基于像素的 TIC 明显显示出第二波现象。两个模型参数的价值,即第二波和第一波峰值强度之比,以及洗脱过程的衰减率,在恶性肿瘤和正常组织之间存在很大差异(0.04 < Jessen-Shannon 散度 < 0.08)。第二波的出现是我们在 NB-CEUS 成像中观察到的一种独特现象,无论是在小鼠肿瘤还是组织中。由于第二波的特征在肿瘤和组织之间不同,因此这种现象有可能支持癌症病变的诊断。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dc50/9365822/9d8cbe8c6298/41598_2022_17756_Fig1_HTML.jpg

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