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Diffusion Tensor Imaging Reveals Microstructural Heterogeneity of Normal-Appearing White Matter and Related Cognitive Dysfunction in Glioma Patients

机译:弥散张量成像揭示脑胶质瘤患者正常出现的白色物质的微结构异质性和相关的认知功能障碍。

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摘要

Immunohistochemical data based on isocitrate–dehydrogenase (IDH) mutation status have redefined glioma as a whole-brain disease, while occult tumor cell invasion along white matter fibers is inapparent in conventional magnetic resonance imaging (MRI). The functional and prognostic impact of focal glioma may however relate to the extent of white matter involvement. We used diffusion tensor imaging (DTI) to investigate microstructural characteristics of whole-brain normal-appearing white matter (NAWM) in relation to cognitive functions as potential surrogates for occult white matter involvement in glioma. Twenty patients (12 IDH-mutated) and 20 individually matched controls were preoperatively examined using DTI combined with a standardized neuropsychological examination. Tumor lesions including perifocal edema were masked, and fractional anisotropy (FA) as well as mean, radial, and axial diffusivity (MD, RD, and AD, respectively) of the remaining whole-brain NAWM were determined by using Tract-Based Spatial Statistics and histogram analyses. The relationship between extratumoral white matter integrity and cognitive performance was examined using partial correlation analyses controlling for age, education, and lesion volumes. In patients, mean FA and AD were decreased as compared to controls, which agrees with the notion of microstructural impairment of NAWM in glioma patients. Patients performed worse in all cognitive domains tested, and higher anisotropy and lower MD and RD values of NAWM were associated with better cognitive performance. In additional analyses, IDH-mutated and IDH-wildtype patients were compared. Patients with IDH-mutation showed higher FA, but lower MD, AD, and RD values as compared to IDH-wildtype patients, suggesting a better preserved microstructural integrity of NAWM, which may relate to a less infiltrative nature of IDH-mutated gliomas. Diffusion-based phenotyping and monitoring microstructural integrity of extratumoral whole-brain NAWM may aid in estimating occult white matter involvement and should be considered as a complementary biomarker in glioma.
机译:基于异柠檬酸脱氢酶(IDH)突变状态的免疫组织化学数据已将神经胶质瘤重新定义为全脑疾病,而沿白质纤维的隐匿性肿瘤细胞浸润在常规磁共振成像(MRI)中并不明显。然而,局灶性神经胶质瘤的功能和预后影响可能与白质受累程度有关。我们使用扩散张量成像(DTI)来研究与认知功能相关的全脑正常外观白质(NAWM)的微结构特征,作为隐性白质累及神经胶质瘤的潜在替代物。术前使用DTI结合标准的神经心理学检查对20例患者(12个IDH突变)和20个单独匹配的对照进行了术前检查。掩盖包括局灶性水肿在内的肿瘤病变,并使用基于迹线的空间统计数据确定其余全脑NAWM的分数各向异性(FA)以及平均,径向和轴向扩散率(分别为MD,RD和AD)和直方图分析。肿瘤外白质完整性与认知能力之间的关系通过控制年龄,教育程度和病变体积的部分相关分析进行了检验。与对照组相比,患者的平均FA和AD降低,这与神经胶质瘤患者NAWM的微结构损伤的观点一致。患者在所有测试的认知领域中表现较差,并且NAWM的较高的各向异性和较低的MD和RD值与较好的认知表现有关。在其他分析中,比较了IDH突变和IDH野生型患者。与IDH野生型患者相比,IDH突变患者显示更高的FA,但MD,AD和RD值较低,这表明NAWM的微结构完整性得以更好保存,这可能与IDH突变神经胶质瘤的浸润性较低有关。基于扩散的表型和监测肿瘤外全脑NAWM的微结构完整性可能有助于估计隐匿性白质受累,应被视为神经胶质瘤的补充生物标志物。

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