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Two perspectives to investigate the intrinsic organization of the dynamic and ongoing spontaneous brain activity in humans

机译:研究人类动态和持续自发性大脑活动的内在组织的两种观点

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Spontaneous brain activity studies have revealed ‘small-world’ property in functional networks based on correlated or positively-correlated relationships. However, studies neither investigated negatively-correlated functional networks, nor checked the ‘dynamic’ properties of the whole functional organization. After subjects performed a specific task, what changes will be caused in the intrinsic organization? In this study, we examined pre-task and post-task resting brains using functional MRI (fMRI). Then we suggested two perspectives with positively-correlated brain functional network (PCBFN) and negatively-correlated brain functional network (NCBFN), by testing whether correlation coefficients were positive or negative. The major findings were: 1) the PCBFN was with small-world architecture but the NCBFN was not, with different motifs, and the PCBFN showed stronger small-world effect at the post-task resting state; 2) Both PCBFN and NCBFN followed an exponentially truncated power law degree distribution. This study may offer a framework to investigate the intrinsic organization of spontaneous brain activity.
机译:自发性大脑活动研究已根据相关或正相关关系揭示了功能网络中的“小世界”属性。但是,研究既没有研究负相关的功能网络,也没有检查整个功能组织的“动态”特性。在受试者执行特定任务后,内在组织会发生什么变化?在这项研究中,我们使用功能性MRI(fMRI)检查了任务前和任务后的静息大脑。然后,我们通过测试相关系数是正还是负,提出了正相关的脑功能网络(PCBFN)和负相关的脑功能网络(NCBFN)的两种观点。主要发现是:1)PCBFN具有小世界结构,但NCBFN没有小主题结构,并且PCBFN在任务后的静止状态下显示出更强的小世界效应; 2)PCBFN和NCBFN都遵循指数截断的幂律度分布。这项研究可能提供一个框架,以调查自发性大脑活动的内在组织。

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