Aberdeen Biomedical Imaging Centre, Lilian Sutton Building, University of Aberdeen, Foresterhill, AB25 2ZD Aberdeen, Scotland, UK.
Neuroimage. 2012 Jul 2;61(3):694-701. doi: 10.1016/j.neuroimage.2012.03.088. Epub 2012 Apr 10.
Fractal measures such as fractal dimension (FD) can quantify the structural complexity of the brain. These have been used in clinical neuroscience to investigate brain development, ageing and in studies of psychiatric and neurological disorders. Here, we examined associations between the FD of white matter and cognitive changes across the life course in the absence of detectable brain disease. The FD was calculated from segmented cerebral white matter MR images in 217 subjects aged about 68years, in whom archived intelligence scores from age 11years were available. Cognitive test scores of fluid and crystallised intelligence were obtained at the time of MR imaging. Significant differences were found (intracranial volume, brain volume, white matter volume and Raven's Progressive Matrices score) between men and women at age 68years and novel associations were found between FD and measures of cognitive change over the life course from age 11 to 68years. Those with greater FD were found to have greater than expected fluid abilities at age 68years than predicted by their childhood intelligence and less cognitive decline from age 11 to 68years. These results are consistent with other reports that FD measures of cortical structural complexity increase across the early life course during maturation of the cerebral cortex and add new data to support an association between FD and cognitive ageing.
分形测度(如分形维数)可以量化大脑的结构复杂性。这些已被用于临床神经科学研究中,以研究大脑发育、衰老以及精神和神经疾病。在这里,我们在没有发现明显大脑疾病的情况下,研究了大脑白质分形维数与整个生命周期认知变化之间的关联。在 217 名年龄约为 68 岁的受试者中,我们从分割的大脑白质磁共振图像中计算了分形维数,这些受试者的档案中有 11 岁时的智力评分。在进行磁共振成像时,我们获得了流体和晶体智力的认知测试评分。在 68 岁时,我们发现男性和女性之间存在显著差异(颅内体积、脑体积、白质体积和 Raven's Progressive Matrices 评分),并且在从 11 岁到 68 岁的整个生命周期中,分形维数与认知变化之间存在新的关联。我们发现,分形维数较高的人在 68 岁时的流体能力比他们的儿童智力预测的要高,而且从 11 岁到 68 岁的认知衰退程度也较低。这些结果与其他报告一致,即大脑皮质结构复杂性的分形测度在大脑皮质发育过程中在整个早期生命过程中增加,并增加了新的数据来支持分形维数与认知老化之间的关联。