Centre for Motor Neuron Disease Research, Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia.
LZ Biomedical, LLC, Broomfield, CO, USA.
Adv Neurobiol. 2024;36:329-363. doi: 10.1007/978-3-031-47606-8_17.
The fractal dimension is a morphometric measure that has been used to investigate the changes of brain shape complexity in aging and neurodegenerative diseases. This chapter reviews fractal dimension studies in aging and neurodegenerative disorders in the literature. Research has shown that the fractal dimension of the left cerebral hemisphere increases until adolescence and then decreases with aging, while the fractal dimension of the right hemisphere continues to increase until adulthood. Studies in neurodegenerative diseases demonstrated a decline in the fractal dimension of the gray matter and white matter in Alzheimer's disease, amyotrophic lateral sclerosis, and spinocerebellar ataxia. In multiple sclerosis, the white matter fractal dimension decreases, but conversely, the fractal dimension of the gray matter increases at specific stages of disease. There is also a decline in the gray matter fractal dimension in frontotemporal dementia and multiple system atrophy of the cerebellar type and in the white matter fractal dimension in epilepsy and stroke. Region-specific changes in fractal dimension have also been found in Huntington's disease and Parkinson's disease. Associations were found between the fractal dimension and clinical scores, showing the potential of the fractal dimension as a marker to monitor brain shape changes in normal or pathological processes and predict cognitive or motor function.
分形维数是一种形态计量学指标,已被用于研究大脑形状复杂性在衰老和神经退行性疾病中的变化。本章综述了文献中关于衰老和神经退行性疾病中分形维数的研究。研究表明,左脑半球的分形维数在青春期前增加,然后随着年龄的增长而减少,而右脑半球的分形维数则持续增加到成年。神经退行性疾病的研究表明,阿尔茨海默病、肌萎缩侧索硬化症和脊髓小脑共济失调症的灰质和白质分形维数下降。在多发性硬化症中,白质分形维数下降,但相反,在疾病的特定阶段,灰质分形维数增加。额颞叶痴呆和小脑型多系统萎缩的灰质分形维数以及癫痫和中风的白质分形维数也会下降。在亨廷顿病和帕金森病中也发现了分形维数的区域特异性变化。分形维数与临床评分之间存在关联,表明分形维数作为一种标志物具有监测正常或病理过程中大脑形状变化以及预测认知或运动功能的潜力。