InBrain, Department of Physics, FFCLRP, University of São Paulo, Ribeirão Preto, Brazil.
Brain Connect. 2020 Apr;10(3):143-154. doi: 10.1089/brain.2019.0726. Epub 2020 Apr 8.
Human cognition and behavior emerge from neuronal interactions on a brain structural architecture. The convergence (or divergence) between functional dynamics and structural connectivity (SC) and their relationship with cognition are still a pivotal question about the brain. We focused on the information processing speed (IPS), assessed by the Symbol Digit Modalities Test (SDMT), once delayed IPS underlies attention deficits in various clinical conditions. We hypothesize that the SC constrains but does not determine functional connectivity, and such a relationship is related to the cognitive performance. Blood oxygenation level-dependent and diffusion tensor images of healthy young volunteers were acquired in a 3T magnetic resonance imaging machine. Activation maps included the left and right middle frontal gyri, left superior parietal lobule, left precuneus, left inferior frontal gyrus (IFG), right cuneus, left lingual gyrus, and left declive. A network involving such regions and signal propagation from visual, through cognitive, up to motor regions was proposed. Random effects Bayesian model selection showed that the top-down connections have the highest expected and exceedance probabilities. Moreover, all pairs of task-related regions were connected by at least one tract, except for the left declive with the left IFG. The interactions between the right cuneus with left declive were related to the interindividual variability in SDMT performance. Altogether, our findings suggest that the IPS functional network is related to the highest SDMT scores when its effective endogenous connections are suppressed to the detriment of modulation caused by the experimental conditions, with the underlying structure providing low diffusion environments.
人类认知和行为源自大脑结构架构上的神经元相互作用。功能动态与结构连接(SC)的收敛(或发散)及其与认知的关系仍然是大脑的一个关键问题。我们专注于信息处理速度(IPS),通过符号数字模态测试(SDMT)评估,因为在各种临床情况下,IPS 延迟都会导致注意力缺陷。我们假设 SC 限制但不决定功能连接,并且这种关系与认知表现有关。在 3T 磁共振成像仪上获取了健康年轻志愿者的血氧水平依赖和弥散张量图像。激活图包括左、右额中回、左顶叶上回、左楔前叶、左额下回、右楔叶、左舌回和左小脑幕。提出了一个涉及这些区域的网络,以及从视觉到认知再到运动区域的信号传播。随机效应贝叶斯模型选择表明,自上而下的连接具有最高的预期和超越概率。此外,除了左小脑幕与左额下回之间没有连接外,所有与任务相关的区域对之间都至少有一个束连接。右楔叶与左小脑幕之间的相互作用与 SDMT 表现的个体间变异性有关。总之,我们的研究结果表明,当 IPS 功能网络的有效内源性连接受到抑制以损害实验条件引起的调制时,与最高 SDMT 分数相关,而潜在结构则提供了低扩散环境。