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通过对靶向造影剂的结合动力学进行建模实现定量超声分子成像。

Quantitative ultrasound molecular imaging by modeling the binding kinetics of targeted contrast agent.

作者信息

Turco Simona, Tardy Isabelle, Frinking Peter, Wijkstra Hessel, Mischi Massimo

机构信息

Department of Electrical Engineering, Eindhoven University of Technology, Groene Loper 19, 5600MB Eindhoven, The Netherlands.

出版信息

Phys Med Biol. 2017 Mar 21;62(6):2449-2464. doi: 10.1088/1361-6560/aa5e9a. Epub 2017 Feb 27.

Abstract

Ultrasound molecular imaging (USMI) is an emerging technique to monitor diseases at the molecular level by the use of novel targeted ultrasound contrast agents (tUCA). These consist of microbubbles functionalized with targeting ligands with high-affinity for molecular markers of specific disease processes, such as cancer-related angiogenesis. Among the molecular markers of angiogenesis, the vascular endothelial growth factor receptor 2 (VEGFR2) is recognized to play a major role. In response, the clinical-grade tUCA BR55 was recently developed, consisting of VEGFR2-targeting microbubbles which can flow through the entire circulation and accumulate where VEGFR2 is over-expressed, thus causing selective enhancement in areas of active angiogenesis. Discrimination between bound and free microbubbles is crucial to assess cancer angiogenesis. Currently, this is done non-quantitatively by looking at the late enhancement, about 10 min after injection, or by calculation of the differential targeted enhancement, requiring the application of a high-pressure ultrasound (US) burst to destroy all the microbubbles in the acoustic field and isolate the signal coming only from bound microbubbles. In this work, we propose a novel method based on mathematical modeling of the binding kinetics during the tUCA first pass, thus reducing the acquisition time and with no need for a destructive US burst. Fitting time-intensity curves measured with USMI by the proposed model enables the assessment of cancer angiogenesis at both the vascular and molecular levels. This is achieved by estimation of quantitative parameters related to the microvascular architecture and microbubble binding. The proposed method was tested in 11 prostate-tumor bearing rats by performing USMI after injection of BR55, and showed good agreement with current USMI methods. The novel information provided by the proposed method, possibly combined with the current non-quantitative methods, may bring deeper insight into cancer angiogenesis, and thus potentially improve cancer diagnosis and management.

摘要

超声分子成像(USMI)是一种新兴技术,通过使用新型靶向超声造影剂(tUCA)在分子水平监测疾病。这些造影剂由用靶向配体功能化的微泡组成,这些靶向配体对特定疾病过程的分子标志物具有高亲和力,如癌症相关的血管生成。在血管生成的分子标志物中,血管内皮生长因子受体2(VEGFR2)被认为起主要作用。作为回应,临床级tUCA BR55最近被开发出来,它由靶向VEGFR2的微泡组成,这些微泡可以流经整个循环并在VEGFR2过度表达的部位聚集,从而在活跃血管生成区域引起选择性增强。区分结合的和游离的微泡对于评估癌症血管生成至关重要。目前,这是通过观察注射后约10分钟的晚期增强来非定量地完成的,或者通过计算差异靶向增强来完成,这需要应用高压超声(US)脉冲来破坏声场中的所有微泡并分离仅来自结合微泡的信号。在这项工作中,我们提出了一种基于tUCA首次通过期间结合动力学数学建模的新方法,从而减少采集时间且无需破坏性的US脉冲。用所提出的模型拟合通过USMI测量的时间-强度曲线能够在血管和分子水平评估癌症血管生成。这是通过估计与微血管结构和微泡结合相关的定量参数来实现的。通过在注射BR55后进行USMI,在所提出的方法在11只荷前列腺肿瘤大鼠中进行了测试,并与当前的USMI方法显示出良好的一致性。所提出的方法提供的新信息,可能与当前的非定量方法相结合,可能会为癌症血管生成带来更深入的见解,从而潜在地改善癌症诊断和管理。

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