Functional Magnetic Resonance Imaging of the Brain Centre, Nuffield Department of Clinical Neurosciences, John Radcliffe Hospital, Oxford University, Oxford OX3 9DU, United Kingdom.
Proc Natl Acad Sci U S A. 2013 Aug 20;110(34):13982-7. doi: 10.1073/pnas.1305062110. Epub 2013 Aug 7.
In the absence of external stimuli or task demands, correlations in spontaneous brain activity (functional connectivity) reflect patterns of anatomical connectivity. Hence, resting-state functional connectivity has been used as a proxy measure for structural connectivity and as a biomarker for brain changes in disease. To relate changes in functional connectivity to physiological changes in the brain, it is important to understand how correlations in functional connectivity depend on the physical integrity of brain tissue. The causal nature of this relationship has been called into question by patient data suggesting that decreased structural connectivity does not necessarily lead to decreased functional connectivity. Here we provide evidence for a causal but complex relationship between structural connectivity and functional connectivity: we tested interhemispheric functional connectivity before and after corpus callosum section in rhesus monkeys. We found that forebrain commissurotomy severely reduced interhemispheric functional connectivity, but surprisingly, this effect was greatly mitigated if the anterior commissure was left intact. Furthermore, intact structural connections increased their functional connectivity in line with the hypothesis that the inputs to each node are normalized. We conclude that functional connectivity is likely driven by corticocortical white matter connections but with complex network interactions such that a near-normal pattern of functional connectivity can be maintained by just a few indirect structural connections. These surprising results highlight the importance of network-level interactions in functional connectivity and may cast light on various paradoxical findings concerning changes in functional connectivity in disease states.
在没有外部刺激或任务要求的情况下,自发脑活动(功能连接)的相关性反映了解剖连接的模式。因此,静息态功能连接已被用作结构连接的替代指标,并作为疾病中大脑变化的生物标志物。为了将功能连接的变化与大脑中的生理变化联系起来,了解功能连接的相关性如何依赖于脑组织的物理完整性非常重要。患者数据表明,结构连接的减少不一定导致功能连接的减少,这对这种关系的因果性质提出了质疑。在这里,我们提供了结构连接和功能连接之间存在因果但复杂关系的证据:我们在恒河猴的胼胝体切开前后测试了大脑两半球之间的功能连接。我们发现,前脑连合术严重降低了大脑两半球之间的功能连接,但令人惊讶的是,如果保留前连合,这种影响会大大减轻。此外,完整的结构连接增加了它们的功能连接,符合每个节点的输入被归一化的假设。我们得出的结论是,功能连接可能是由皮质-皮质白质连接驱动的,但具有复杂的网络相互作用,以至于仅通过少数间接结构连接就可以维持近乎正常的功能连接模式。这些令人惊讶的结果强调了网络级相互作用在功能连接中的重要性,并可能阐明关于疾病状态下功能连接变化的各种矛盾发现。