Brain Mapping Unit, Behavioural & Clinical Neurosciences Institute, University of Cambridge, Cambridge CB2 3EB, United Kingdom.
J Neurosci. 2011 Mar 2;31(9):3261-70. doi: 10.1523/JNEUROSCI.4858-10.2011.
The human cerebral cortex is a complex network of functionally specialized regions interconnected by axonal fibers, but the organizational principles underlying cortical connectivity remain unknown. Here, we report evidence that one such principle for functional cortical networks involves finding a balance between maximizing communication efficiency and minimizing connection cost, referred to as optimization of network cost-efficiency. We measured spontaneous fluctuations of the blood oxygenation level-dependent signal using functional magnetic resonance imaging in healthy monozygotic (16 pairs) and dizygotic (13 pairs) twins and characterized cost-efficient properties of brain network functional connectivity between 1041 distinct cortical regions. At the global network level, 60% of the interindividual variance in cost-efficiency of cortical functional networks was attributable to additive genetic effects. Regionally, significant genetic effects were observed throughout the cortex in a largely bilateral pattern, including bilateral posterior cingulate and medial prefrontal cortices, dorsolateral prefrontal and superior parietal cortices, and lateral temporal and inferomedial occipital regions. Genetic effects were stronger for cost-efficiency than for other metrics considered, and were more clearly significant in functional networks operating in the 0.09-0.18 Hz frequency interval than at higher or lower frequencies. These findings are consistent with the hypothesis that brain networks evolved to satisfy competitive selection criteria of maximizing efficiency and minimizing cost, and that optimization of network cost-efficiency represents an important principle for the brain's functional organization.
人类大脑皮层是一个由功能特化区域组成的复杂网络,这些区域通过轴突纤维相互连接,但皮层连接的组织原则仍然未知。在这里,我们报告了一个这样的原则的证据,即功能性皮质网络的一个原则涉及在最大化通信效率和最小化连接成本之间找到平衡,这被称为网络成本效益的优化。我们使用功能磁共振成像在健康的同卵(16 对)和异卵(13 对)双胞胎中测量了血氧水平依赖信号的自发波动,并描述了 1041 个不同皮质区域之间脑网络功能连接的成本效益特性。在全局网络水平上,皮质功能网络成本效益的个体间差异的 60%归因于加性遗传效应。在区域上,在很大程度上双侧的模式中观察到了皮层的显著遗传效应,包括双侧后扣带回和内侧前额叶皮层、背外侧前额叶和顶叶上回以及外侧颞叶和内侧枕叶区域。与考虑的其他指标相比,遗传效应在成本效益方面更强,并且在 0.09-0.18 Hz 频率间隔内运行的功能网络中比在更高或更低频率下更明显。这些发现与以下假设一致,即大脑网络的进化是为了满足最大化效率和最小化成本的竞争选择标准,并且网络成本效益的优化是大脑功能组织的一个重要原则。