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弥漫性轴索损伤在人脑中有特征性的多维 MRI 特征。

Diffuse axonal injury has a characteristic multidimensional MRI signature in the human brain.

机构信息

Section on Quantitative Imaging and Tissue Sciences, The Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, USA.

Center for Neuroscience and Regenerative Medicine, Uniformed Services University of the Health Sciences, Bethesda, MD, USA.

出版信息

Brain. 2021 Apr 12;144(3):800-816. doi: 10.1093/brain/awaa447.

Abstract

Axonal injury is a major contributor to the clinical symptomatology in patients with traumatic brain injury. Conventional neuroradiological tools, such as CT and MRI, are insensitive to diffuse axonal injury (DAI) caused by trauma. Diffusion tensor MRI parameters may change in DAI lesions; however, the nature of these changes is inconsistent. Multidimensional MRI is an emerging approach that combines T1, T2, and diffusion, and replaces voxel-averaged values with distributions, which allows selective isolation of specific potential abnormal components. By performing a combined post-mortem multidimensional MRI and histopathology study, we aimed to investigate T1-T2-diffusion changes linked to DAI and to define their histopathological correlates. Corpora callosa derived from eight subjects who had sustained traumatic brain injury, and three control brain donors underwent post-mortem ex vivo MRI at 7 T. Multidimensional, diffusion tensor, and quantitative T1 and T2 MRI data were acquired and processed. Following MRI acquisition, slices from the same tissue were tested for amyloid precursor protein (APP) immunoreactivity to define DAI severity. A robust image co-registration method was applied to accurately match MRI-derived parameters and histopathology, after which 12 regions of interest per tissue block were selected based on APP density, but blind to MRI. We identified abnormal multidimensional T1-T2, diffusion-T2, and diffusion-T1 components that are strongly associated with DAI and used them to generate axonal injury images. We found that compared to control white matter, mild and severe DAI lesions contained significantly larger abnormal T1-T2 component (P = 0.005 and P < 0.001, respectively), and significantly larger abnormal diffusion-T2 component (P = 0.005 and P < 0.001, respectively). Furthermore, within patients with traumatic brain injury the multidimensional MRI biomarkers differentiated normal-appearing white matter from mild and severe DAI lesions, with significantly larger abnormal T1-T2 and diffusion-T2 components (P = 0.003 and P < 0.001, respectively, for T1-T2; P = 0.022 and P < 0.001, respectively, for diffusion-T2). Conversely, none of the conventional quantitative MRI parameters were able to differentiate lesions and normal-appearing white matter. Lastly, we found that the abnormal T1-T2, diffusion-T1, and diffusion-T2 components and their axonal damage images were strongly correlated with quantitative APP staining (r = 0.876, P < 0.001; r = 0.727, P < 0.001; and r = 0.743, P < 0.001, respectively), while producing negligible intensities in grey matter and in normal-appearing white matter. These results suggest that multidimensional MRI may provide non-invasive biomarkers for detection of DAI, which is the pathological substrate for neurological disorders ranging from concussion to severe traumatic brain injury.

摘要

轴突损伤是创伤性脑损伤患者临床症状的主要原因。传统的神经影像学工具,如 CT 和 MRI,对创伤引起的弥漫性轴索损伤 (DAI) 不敏感。弥散张量 MRI 参数在 DAI 病变中可能会发生变化;然而,这些变化的性质并不一致。多维 MRI 是一种新兴的方法,它结合了 T1、T2 和弥散,并用分布代替体素平均值,从而可以选择性地分离出特定的潜在异常成分。通过进行死后多维 MRI 和组织病理学联合研究,我们旨在研究与 DAI 相关的 T1-T2-弥散变化,并定义其组织病理学相关性。从 8 名因创伤性脑损伤而死亡的受试者和 3 名对照脑供体的胼胝体中采集组织进行了 7T 体外 MRI 检查。采集多维、弥散张量和定量 T1 和 T2 MRI 数据并进行处理。在 MRI 采集后,对来自同一组织的切片进行淀粉样前体蛋白 (APP) 免疫反应性检测,以确定 DAI 的严重程度。应用一种强大的图像配准方法准确匹配 MRI 衍生参数和组织病理学,然后根据 APP 密度在每个组织块中选择 12 个感兴趣区,但对 MRI 盲法。我们确定了与 DAI 强烈相关的异常多维 T1-T2、弥散-T2 和弥散-T1 成分,并使用它们生成轴突损伤图像。我们发现,与对照白质相比,轻度和重度 DAI 病变中含有明显更大的异常 T1-T2 成分(P=0.005 和 P<0.001),且异常弥散-T2 成分明显更大(P=0.005 和 P<0.001)。此外,在创伤性脑损伤患者中,多维 MRI 生物标志物可区分正常外观的白质和轻度和重度 DAI 病变,具有明显更大的异常 T1-T2 和弥散-T2 成分(P=0.003 和 P<0.001,分别用于 T1-T2;P=0.022 和 P<0.001,分别用于弥散-T2)。相反,常规定量 MRI 参数均无法区分病变和正常外观的白质。最后,我们发现异常的 T1-T2、弥散-T1 和弥散-T2 成分及其轴突损伤图像与定量 APP 染色强烈相关(r=0.876,P<0.001;r=0.727,P<0.001;r=0.743,P<0.001),而在灰质和正常外观的白质中产生的强度可以忽略不计。这些结果表明,多维 MRI 可能为 DAI 的检测提供非侵入性生物标志物,而 DAI 是从脑震荡到严重创伤性脑损伤等神经障碍的病理基础。

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