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使用动态对比增强 MRI 监测结直肠癌小鼠模型中的抗血管生成治疗:像素分析与感兴趣区分析的比较。

Monitoring anti-angiogenic therapy in colorectal cancer murine model using dynamic contrast-enhanced MRI: comparing pixel-by-pixel with region of interest analysis.

机构信息

Department of Radiology, The University of Chicago, Chicago, IL 60637, USA.

出版信息

Technol Cancer Res Treat. 2013 Feb;12(1):71-8. doi: 10.7785/tcrt.2012.500255. Epub 2012 Aug 10.

Abstract

Sorafenib is a multi-kinase inhibitor that blocks cell proliferation and angiogenesis. It is currently approved for advanced hepatocellular and renal cell carcinomas in humans, where its major mechanism of action is thought to be through inhibition of vascular endothelial growth factor and platelet-derived growth factor receptors. The purpose of this study was to determine whether pixel-by-pixel analysis of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) is better able to capture the heterogeneous response of Sorafenib in a murine model of colorectal tumor xenografts (as compared with region of interest analysis). MRI was performed on a 9.4 T pre-clinical scanner on the initial treatment day. Then either vehicle or drug were gavaged daily (3 days) up to the final image. Four days later, the mice were again imaged. The two-compartment model and reference tissue method of DCE-MRI were used to analyze the data. The results demonstrated that the contrast agent distribution rate constant (K(trans)) were significantly reduced (p < 0.005) at day-4 of Sorafenib treatment. In addition, the K(trans) of nearby muscle was also reduced after Sorafenib treatment. The pixel-by-pixel analysis (compared to region of interest analysis) was better able to capture the heterogeneity of the tumor and the decrease in K(trans) four days after treatment. For both methods, the volume of the extravascular extracellular space did not change significantly after treatment. These results confirm that parameters such as K(trans), could provide a non-invasive biomarker to assess the response to anti-angiogenic therapies such as Sorafenib, but that the heterogeneity of response across a tumor requires a more detailed analysis than has typically been undertaken.

摘要

索拉非尼是一种多激酶抑制剂,可阻止细胞增殖和血管生成。目前,它已被批准用于治疗人类晚期肝细胞癌和肾细胞癌,其主要作用机制被认为是通过抑制血管内皮生长因子和血小板衍生生长因子受体。本研究旨在确定像素分析与感兴趣区分析相比,能否更好地捕捉索拉非尼在结直肠肿瘤异种移植的小鼠模型中的异质性反应(与感兴趣区分析相比)。在临床前 9.4 T 扫描仪上,在初始治疗日进行 MRI。然后,每天(3 天)给予载体或药物直至最后一张图像。四天后,再次对小鼠进行成像。使用 DCE-MRI 的两室模型和参考组织方法分析数据。结果表明,在索拉非尼治疗的第 4 天,造影剂分布速率常数(K(trans))显著降低(p<0.005)。此外,索拉非尼治疗后,附近肌肉的 K(trans)也降低。与感兴趣区分析相比,像素分析(与感兴趣区分析相比)能够更好地捕捉肿瘤的异质性和治疗后四天 K(trans)的降低。对于这两种方法,治疗后血管外细胞外空间的体积没有明显变化。这些结果证实,K(trans)等参数可以提供一种非侵入性生物标志物来评估索拉非尼等抗血管生成疗法的反应,但肿瘤反应的异质性需要比通常进行的更详细的分析。

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