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[基于静息态功能磁共振成像,运用动态因果模型研究哌甲酯对默认模式网络内有效连接性的调制作用]

[Effective connectivity within the default mode network modulated by methylphenidate using dynamic causal modeling on resting-state functional magnetic resonance imaging].

作者信息

Xu Fang-Fang, Han Lu, He Hong-Jian, Zhu Yi-Hong, Zhong Jian-Hui

机构信息

Department of Biomedical Engineering, Zhejiang University, Hangzhou 310027, China.

Zhejiang Province Key Laboratory of Mental Disorder's Management, Hangzhou 310003, China.

出版信息

Sheng Li Xue Bao. 2016 Jun 25;68(3):255-64.

Abstract

The effective connectivity of default mode network (DMN) and its change after taking methylphenidate (MPH) were investigated in this study based on resting-state functional magnetic resonance imaging. Dynamic causal modeling (DCM) was applied to compare the effective connectivity between the conditions of taking MPH and placebo for 18 healthy male volunteers. Started with the network structural basis provided by a recent literature, endogenous low frequency fluctuation signals (0.01-0.08 Hz) of each node of DMN were taken as the driving input, and thirty-two possible models were designed according to the modulation effect of MPH on different connections between nodes. Model fitting and Bayesian model selection were performed to find the winning model and corresponding parameters. Our results indicated that the effective connectivity from medial prefrontal cortex (MPFC) to posterior cingulated cortex (PCC), from left/right inferior parietal lobule (L/RIPL) to MPFC, and from RIPL to PCC were excitatory, whereas the connectivity from LIPL to PCC was inhibitory. Further t-test statistics on connectivity parameters found that MPH significantly reduced the link from RIPL to MPFC in DMN (t = 2.724, P = 0.016) and changed the weak excitatory state to inhibitory state. However, it had no significant effect on other connections. In all, our results demonstrated that MPH modulates the effective connectivity within DMN in resting state.

摘要

本研究基于静息态功能磁共振成像,对默认模式网络(DMN)的有效连接性及其在服用哌甲酯(MPH)后的变化进行了研究。应用动态因果模型(DCM)比较了18名健康男性志愿者服用MPH和安慰剂两种情况下的有效连接性。以近期文献提供的网络结构为基础,将DMN各节点的内源性低频波动信号(0.01 - 0.08 Hz)作为驱动输入,并根据MPH对节点间不同连接的调制效应设计了32种可能的模型。进行模型拟合和贝叶斯模型选择以找到最优模型及相应参数。我们的结果表明,从内侧前额叶皮质(MPFC)到后扣带回皮质(PCC)、从左/右下顶叶小叶(L/RIPL)到MPFC以及从RIPL到PCC的有效连接是兴奋性的,而从LIPL到PCC的连接是抑制性的。对连接参数进一步进行t检验统计发现,MPH显著降低了DMN中从RIPL到MPFC的连接(t = 2.724,P = 0.016),并将弱兴奋状态转变为抑制状态。然而,它对其他连接没有显著影响。总之,我们的结果表明,MPH在静息状态下调节DMN内的有效连接性。

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