首页> 美国卫生研究院文献>Frontiers in Neuroscience >Detection and Distinction of Mild Brain Injury Effects in a Ferret Model Using Diffusion Tensor MRI (DTI) and DTI-Driven Tensor-Based Morphometry (D-TBM)
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Detection and Distinction of Mild Brain Injury Effects in a Ferret Model Using Diffusion Tensor MRI (DTI) and DTI-Driven Tensor-Based Morphometry (D-TBM)

机译:使用扩散张量MRI(DTI)和DTI驱动的基于张量的形态学(D-TBM)在雪貂模型中检测和区分轻度脑损伤

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摘要

Mild traumatic brain injury (mTBI) is highly prevalent but lacks both research tools with adequate sensitivity to detect cellular alterations that accompany mild injury and pre-clinical models that are able to robustly mimic hallmark features of human TBI. To address these related challenges, high-resolution diffusion tensor MRI (DTI) analysis was performed in a model of mild TBI in the ferret – a species that, unlike rodents, share with humans a gyrencephalic cortex and high white matter (WM) volume. A set of DTI image analysis tools were optimized and implemented to explore key features of DTI alterations in ex vivo adult male ferret brains (n = 26), evaluated 1 day to 16 weeks after mild controlled cortical impact (CCI). Using template-based ROI analysis, lesion overlay mapping and DTI-driven tensor-based morphometry (D-TBM) significant differences in DTI and morphometric values were found and their dependence on time after injury evaluated. These observations were also qualitatively compared with immunohistochemistry staining of neurons, astrocytes, and microglia in the same tissue. Focal DTI abnormalities including reduced cortical diffusivity were apparent in 12/13 injured brains with greatest lesion extent found acutely following CCI by ROI overlay maps and reduced WM FA in the chronic period was observed near to the CCI site (ANOVA for FA in focal WM: time after CCI p = 0.046, brain hemisphere p = 0.0012) often in regions without other prominent MRI abnormalities. Global abnormalities were also detected, especially for WM regions, which demonstrated reduced diffusivity (ANOVA for Trace: time after CCI p = 0.007) and atrophy that appeared to become more extensive and bilateral with longer time after injury (ANOVA for D-TBM Log of the Jacobian values: time after CCI p = 0.007). The findings of this study extend earlier work in rodent models especially by evaluation of focal WM abnormalities that are not influenced by partial volume effects in the ferret. There is also substantial overlap between DTI and morphometric findings in this model and those from human studies of mTBI implying that the combination of DTI tools with a human-similar model system can provide an advantageous and informative approach for mTBI research.
机译:轻度创伤性脑损伤(mTBI)十分普遍,但缺乏足够的灵敏度来检测伴随轻度损伤的细胞变化的研究工具和能够强有力地模仿人类TBI标志性特征的临床前模型。为了应对这些相关挑战,在雪貂的轻度TBI模型中进行了高分辨率扩散张量MRI(DTI)分析-雪貂是一种与啮齿动物不同的物种,与鼠类一样,它们具有与人一样的人脑皮质和高白质(WM)量。优化并实施了一套DTI图像分析工具,以探索在轻度可控皮质撞击(CCI)后1天至16周评估的离体成年雄性雪貂大脑(n = 26)中DTI改变的关键特征。使用基于模板的ROI分析,病变覆盖图和DTI驱动的基于张量的形态学(D-TBM),发现DTI和形态学值存在显着差异,并评估了它们对损伤后时间的依赖性。这些观察结果也与同一组织中神经元,星形胶质细胞和小胶质细胞的免疫组织化学染色进行了定性比较。在CCI后通过ROI叠加图在急性期发现的最大病变范围的12/13受损伤的大脑中,局灶性DTI异常(包括皮质扩散性降低)很明显,并且在CCI部位附近观察到了慢性期WM FA降低(局部WM中FA的ANOVA: CCI后的时间p = 0.046,大脑半球p = 0.0012)通常出现在没有其他明显MRI异常的区域。还检测到整体异常,尤其是在WM地区,表现出扩散率降低(ANOVA示踪:CCI后的时间p = 0.007)和萎缩,随着损伤时间的延长,萎缩似乎变得更加广泛和双边(D-TBM Logistic的ANOVA)雅可比值:CCI之后的时间p = 0.007)。这项研究的发现扩展了啮齿动物模型的早期工作,特别是通过评估不受雪貂局部体积效应影响的局灶性WM异常。在此模型中,DTI和形态测量结果与人类对mTBI的研究之间也存在实质性的重叠,这意味着DTI工具与人类相似模型系统的组合可以为mTBI研究提供有利的信息方法。

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