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分形维数脑形态计量学:一种定量外伤性脑损伤白质的新方法。

Fractal dimension brain morphometry: a novel approach to quantify white matter in traumatic brain injury.

机构信息

Department of Electrical and Electronics Engineering, Birla Institute of Technology and Science, Pilani, Hyderabad Campus, Hyderabad, India.

Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, Rutgers, the State University of New Jersey, Newark, NJ, 07103, USA.

出版信息

Brain Imaging Behav. 2019 Aug;13(4):914-924. doi: 10.1007/s11682-018-9892-2.

Abstract

Traumatic brain injury (TBI) is the main cause of disability in people younger than 35 in the United States. The mechanisms of TBI are complex resulting in both focal and diffuse brain damage. Fractal dimension (FD) is a measure that can characterize morphometric complexity and variability of brain structure especially white matter (WM) structure and may provide novel insights into the injuries evident following TBI. FD-based brain morphometry may provide information on WM structural changes after TBI that is more sensitive to subtle structural changes post injury compared to conventional MRI measurements. Anatomical and diffusion tensor imaging (DTI) data were obtained using a 3 T MRI scanner in subjects with moderate to severe TBI and in healthy controls (HC). Whole brain WM volume, grey matter volume, cortical thickness, cortical area, FD and DTI metrics were evaluated globally and for the left and right hemispheres separately. A neuropsychological test battery sensitive to cognitive impairment associated with traumatic brain injury was performed. TBI group showed lower structural complexity (FD) bilaterally (p < 0.05). No significant difference in either grey matter volume, cortical thickness or cortical area was observed in any of the brain regions between TBI and healthy controls. No significant differences in whole brain WM volume or DTI metrics between TBI and HC groups were observed. Behavioral data analysis revealed that WM FD accounted for a significant amount of variance in executive functioning and processing speed beyond demographic and DTI variables. FD therefore, may serve as a sensitive marker of injury and may play a role in outcome prediction in TBI.

摘要

创伤性脑损伤(TBI)是美国 35 岁以下人群残疾的主要原因。TBI 的机制复杂,导致局灶性和弥漫性脑损伤。分形维数(FD)是一种可以描述脑结构形态复杂性和可变性的度量方法,特别是对大脑白质(WM)结构,可能为 TBI 后明显的损伤提供新的见解。基于 FD 的脑形态计量学可以提供 TBI 后 WM 结构变化的信息,与传统 MRI 测量相比,FD 对损伤后细微结构变化更敏感。使用 3T MRI 扫描仪获取中度至重度 TBI 患者和健康对照者(HC)的解剖和扩散张量成像(DTI)数据。评估全脑 WM 体积、灰质体积、皮质厚度、皮质面积、FD 和 DTI 指标,分别进行整体和左右半球分析。进行了一套神经心理学测试组合,用于评估与创伤性脑损伤相关的认知障碍。TBI 组双侧结构复杂性(FD)降低(p<0.05)。在 TBI 和 HC 之间,任何脑区的灰质体积、皮质厚度或皮质面积均无显著差异。TBI 和 HC 组之间的全脑 WM 体积或 DTI 指标无显著差异。行为数据分析表明,WM FD 可以解释执行功能和处理速度的大量方差,超出了人口统计学和 DTI 变量的影响。因此,FD 可能是损伤的敏感标志物,并可能在 TBI 预后预测中发挥作用。

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