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Dynamic Contrast-enhanced MR Imaging in Renal Cell Carcinoma: Reproducibility of Histogram Analysis on Pharmacokinetic Parameters

机译:肾细胞癌的动态增强磁共振成像:直方图分析的药代动力学参数的可重复性

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摘要

Pharmacokinetic parameters derived from dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) have been increasingly used to evaluate the permeability of tumor vessel. Histogram metrics are a recognized promising method of quantitative MR imaging that has been recently introduced in analysis of DCE-MRI pharmacokinetic parameters in oncology due to tumor heterogeneity. In this study, 21 patients with renal cell carcinoma (RCC) underwent paired DCE-MRI studies on a 3.0 T MR system. Extended Tofts model and population-based arterial input function were used to calculate kinetic parameters of RCC tumors. Mean value and histogram metrics (Mode, Skewness and Kurtosis) of each pharmacokinetic parameter were generated automatically using ImageJ software. Intra- and inter-observer reproducibility and scan–rescan reproducibility were evaluated using intra-class correlation coefficients (ICCs) and coefficient of variation (CoV). Our results demonstrated that the histogram method (Mode, Skewness and Kurtosis) was not superior to the conventional Mean value method in reproducibility evaluation on DCE-MRI pharmacokinetic parameters (K trans & Ve) in renal cell carcinoma, especially for Skewness and Kurtosis which showed lower intra-, inter-observer and scan-rescan reproducibility than Mean value. Our findings suggest that additional studies are necessary before wide incorporation of histogram metrics in quantitative analysis of DCE-MRI pharmacokinetic parameters.
机译:从动态对比增强磁共振成像(DCE-MRI)获得的药代动力学参数已被越来越多地用于评估肿瘤血管的通透性。直方图度量是公认的有前途的定量MR成像方法,由于肿瘤的异质性,最近已在肿瘤学中的DCE-MRI药代动力学参数分析中引入了直方图度量。在这项研究中,对21例肾细胞癌(RCC)患者在3.0 T MR系统上进行了配对DCE-MRI研究。扩展Tofts模型和基于人口的动脉输入函数被用来计算RCC肿瘤的动力学参数。使用ImageJ软件自动生成每个药代动力学参数的平均值和直方图指标(模式,偏度和峰度)。使用组内相关系数(ICC)和变异系数(CoV)评估观察者之间和观察者之间的可重复性以及扫描-再扫描的可重复性。我们的结果表明,在肾细胞癌的DCE-MRI药代动力学参数(K trans 和Ve)的可重复性评估中,直方图方法(模式,偏度和峰度)不优于常规均值方法,特别是对于偏度和峰度而言,其在观察者内部,观察者之间以及扫描后再扫描的再现性均低于平均值。我们的发现表明,在将直方图指标广泛纳入DCE-MRI药代动力学参数的定量分析之前,有必要进行其他研究。

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