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对MCF7人乳腺肿瘤进行高空间分辨率的动态对比增强成像及分析。

Dynamic contrast-enhanced imaging and analysis at high spatial resolution of MCF7 human breast tumors.

作者信息

Furman-Haran E, Grobgeld D, Degani H

机构信息

Department of Biological Regulation, Weizmann Institute of Science, Rehovot, 76100, Israel.

出版信息

J Magn Reson. 1997 Oct;128(2):161-71. doi: 10.1006/jmre.1997.1220.

Abstract

High resolution, dynamic GdDTPA-enhanced images of MCF7 human breast tumors in immunodeficient mice were analyzed at pixel resolution. The analysis, based on a physiological model, was performed by applying a nonlinear least-square algorithm using a color coded scale. The final output mapped at pixel resolution capillary permeability times surface area and fraction of extracellular volume, for each tumor slice. In addition, the output included assessment of the fit to the model by determining the proportion of variability (R2) for each pixel. The spatial variation in the R2 values served to identify regions where the predominant mechanism of enhancement was leakage from the intravascular volume to the extracellular volume (R2 close to 1). In regions with low R2 other mechanisms of enhancement appear to be dominating presumably diffusion within the extracellular space. As expected, in necrotic regions lacking microcapillaries and identified by analyzing T2-weighted images of the same tumors, the model failed to fit the dynamic contrast enhanced data. The heterogeneous distribution of the determined pathophysiological features demonstrates the importance of recording and analyzing breast tumor images at high spatial resolution.

摘要

在像素分辨率下分析了免疫缺陷小鼠体内MCF7人乳腺肿瘤的高分辨率动态钆喷酸葡胺增强图像。基于生理模型的分析通过应用非线性最小二乘算法并使用颜色编码标度来进行。最终输出以像素分辨率映射出每个肿瘤切片的毛细血管通透性乘以表面积以及细胞外体积分数。此外,输出还包括通过确定每个像素的变异性比例(R2)来评估模型拟合情况。R2值的空间变化用于识别增强的主要机制是从血管内体积漏入细胞外体积的区域(R2接近1)。在R2值较低的区域,其他增强机制似乎占主导,可能是细胞外空间内的扩散。正如预期的那样,在通过分析相同肿瘤的T2加权图像确定的缺乏微毛细血管的坏死区域,该模型无法拟合动态对比增强数据。所确定的病理生理特征的异质性分布表明了在高空间分辨率下记录和分析乳腺肿瘤图像的重要性。

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