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扩散峰度成像在颅内大鼠脑胶质母细胞瘤模型中肿瘤异质性特征分析中的应用。

Diffusion kurtosis imaging for characterizing tumor heterogeneity in an intracranial rat glioblastoma model.

机构信息

Centre for Preclinical Imaging, Institute of Translational Medicine, University of Liverpool, Liverpool, UK.

Department of Applied Mathematics, Liverpool John Moores University, Liverpool, UK.

出版信息

NMR Biomed. 2020 Nov;33(11):e4386. doi: 10.1002/nbm.4386. Epub 2020 Jul 30.

Abstract

The utility of diffusion kurtosis imaging (DKI) for assessing intra-tumor heterogeneity was evaluated in a rat model of glioblastoma multiforme. Longitudinal MRI including T -weighted and diffusion-weighted MRI (DWI) was performed on six female Fischer rats 8, 11 and 14 days after intracranial transplantation of F98 cells. T -weighted images were used to measure the tumor volumes and DWI images were used to compute diffusion tensor imaging (DTI) and DWI based parametric maps including mean diffusivity (MD), mean kurtosis (MK), axial diffusivity (AD), axial kurtosis, radial diffusivity, radial kurtosis, fractional anisotropy (FA) and kurtosis fractional anisotropy (KFA). Median values from the segmented normal contralateral cortex, tumor and edema from the diffusion parameters were compared at the three imaging time points to assess any changes in tumor heterogeneity over time. ex vivo DKI was also performed in a representative sample and compared with histology. Significant differences were observed between normal cortex, tumor and edema in both the DTI and DKI parameters. Notably, at the earliest time point MK and KFA were significantly different between normal cortex and tumor in comparison with MD or FA. Although a decreasing trend in MD, AD and FA values of the tumor were observed as the tumor grew, no significant changes in any of the DTI or DKI parameters were observed longitudinally. While DKI was equally sensitive to DTI in differentiating tumor from edema and normal brain, it was unable to detect longitudinal increases in intra-tumoral heterogeneity in the F98 model of glioblastoma multiforme.

摘要

扩散峰度成像(DKI)在评估多形性胶质母细胞瘤大鼠模型中的肿瘤内异质性中的效用进行了评估。在颅内移植 F98 细胞 8、11 和 14 天后,对 6 只雌性 Fischer 大鼠进行了包括 T -加权和扩散加权 MRI(DWI)的纵向 MRI 检查。T -加权图像用于测量肿瘤体积,DWI 图像用于计算扩散张量成像(DTI)和 DWI 基于参数图,包括平均扩散系数(MD)、平均峰度(MK)、轴扩散系数(AD)、轴峰度、径向扩散系数、径向峰度、各向异性分数(FA)和峰度各向异性分数(KFA)。在三个成像时间点,从分割的正常对侧皮质、肿瘤和水肿的扩散参数中比较中位数,以评估肿瘤异质性随时间的任何变化。还在代表性样本中进行了离体 DKI,并与组织学进行了比较。在 DTI 和 DKI 参数中,正常皮质、肿瘤和水肿之间观察到显著差异。值得注意的是,在最早的时间点,与 MD 或 FA 相比,MK 和 KFA 在正常皮质和肿瘤之间存在显著差异。尽管随着肿瘤的生长,MD、AD 和 FA 值的肿瘤呈下降趋势,但在 DTI 或 DKI 参数中未观察到任何纵向变化。虽然 DKI 在区分肿瘤与水肿和正常脑方面与 DTI 同样敏感,但它无法检测多形性胶质母细胞瘤 F98 模型中肿瘤内异质性的纵向增加。

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