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基于 MP2RAGE 和可变翻转角 T1 映射的 DCE-MRI 参数图比较。

Comparison of DCE-MRI parametric mapping using MP2RAGE and variable flip angle T1 mapping.

机构信息

Department of Physics & Astronomy, University of Manitoba, Canada; Medical Physics, CancerCare Manitoba, Canada.

Department of Physics & Astronomy, University of Manitoba, Canada; Medical Physics, CancerCare Manitoba, Canada.

出版信息

Magn Reson Imaging. 2023 Jan;95:103-109. doi: 10.1016/j.mri.2020.01.001. Epub 2020 Jul 6.

Abstract

Quantitative dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) measures the rate of transfer of contrast agent from the vascular space to the tissue space by fitting signal-time data to pharmacokinetic models. However, these models are very sensitive to errors in T mapping. Accurate T mapping is necessary for high quality quantitative DCE-MRI studies. This study compares magnetization prepared rapid (two) gradient echo sequence (MP2RAGE) T-mapping accuracy to the conventional variable flip angle (VFA) approach, and also determines the effect of the new T-mapping method on the K parameter. VFA and MP2RAGE T values were compared to the gold standard inverse recovery (IR) method in phantom over manually drawn ROIs. In vivo, ROIs were manually drawn over prostate and prostatic lesions. Average T values over ROIs were compared and K maps for each method were calculated via the extended Tofts model. VFA-T maps overestimated T values by up to 50% compared to gold standard IR T values in phantom. MP2RAGE differed by up to 9%. MP2RAGE-T and K values were significantly different from VFA values over prostatic lesions (p < 0.05). K was consistently underestimated using VFA compared to MP2RAGE (p < 0.05). MP2RAGE T maps are shown to be more accurate, leading to more reliable pharmacokinetic modeling. This can potentially lead to better lesion characterization and improve clinical outcomes.

摘要

定量动态对比增强磁共振成像(DCE-MRI)通过将信号时间数据拟合到药代动力学模型来测量对比剂从血管空间向组织空间的转移速率。然而,这些模型对 T 映射中的误差非常敏感。准确的 T 映射对于高质量的定量 DCE-MRI 研究是必要的。本研究比较了磁化准备快速(双)梯度回波序列(MP2RAGE)T 映射的准确性与传统的可变翻转角(VFA)方法,并确定了新 T 映射方法对 K 参数的影响。在体模中,通过手动绘制的 ROI 比较了 VFA 和 MP2RAGE T 值与金标准反转恢复(IR)方法的比较。在体内,通过手动在前列腺和前列腺病变上绘制 ROI。比较了 ROI 上的平均 T 值,并通过扩展 Tofts 模型计算了每种方法的 K 图。与金标准 IR T 值相比,体模中 VFA-T 图高估了 T 值,最高可达 50%。MP2RAGE 最多相差 9%。MP2RAGE-T 和 K 值与 VFA 值在前列腺病变上有显著差异(p < 0.05)。与 MP2RAGE 相比,VFA 始终低估 K(p < 0.05)。MP2RAGE T 图更准确,从而可以进行更可靠的药代动力学建模。这可能导致更好的病变特征描述并改善临床结果。

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