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脑网络模拟表明神经调节蛋白-1基因型对皮质动力学中兴奋-抑制平衡的影响。

Brain Network Simulations Indicate Effects of Neuregulin-1 Genotype on Excitation-Inhibition Balance in Cortical Dynamics.

作者信息

Klein Pedro Costa, Ettinger Ulrich, Schirner Michael, Ritter Petra, Rujescu Dan, Falkai Peter, Koutsouleris Nikolaos, Kambeitz-Ilankovic Lana, Kambeitz Joseph

机构信息

Department of Psychiatry, University of Cologne, Faculty of Medicine and University Hospital Cologne, 50937, Germany.

Department of Psychology, University of Bonn, Bonn, 53111, Germany.

出版信息

Cereb Cortex. 2021 Mar 5;31(4):2013-2025. doi: 10.1093/cercor/bhaa339.

DOI:10.1093/cercor/bhaa339
PMID:33279967
Abstract

Neuregulin-1 (NRG1) represents an important factor for multiple processes including neurodevelopment, brain functioning or cognitive functions. Evidence from animal research suggests an effect of NRG1 on the excitation-inhibition (E/I) balance in cortical circuits. However, direct evidence for the importance of NRG1 in E/I balance in humans is still lacking. In this work, we demonstrate the application of computational, biophysical network models to advance our understanding of the interaction between cortical activity observed in neuroimaging and the underlying neurobiology. We employed a biophysical neuronal model to simulate large-scale brain dynamics and to investigate the role of polymorphisms in the NRG1 gene (rs35753505, rs3924999) in n = 96 healthy adults. Our results show that G/G-carriers (rs3924999) exhibit a significant difference in global coupling (P = 0.048) and multiple parameters determining E/I-balance such as excitatory synaptic coupling (P = 0.047), local excitatory recurrence (P = 0.032) and inhibitory synaptic coupling (P = 0.028). This indicates that NRG1 may be related to excitatory recurrence or excitatory synaptic coupling potentially resulting in altered E/I-balance. Moreover, we suggest that computational modeling is a suitable tool to investigate specific biological mechanisms in health and disease.

摘要

神经调节蛋白-1(NRG1)是多种生理过程的重要因素,包括神经发育、脑功能或认知功能。动物研究的证据表明,NRG1对皮质回路的兴奋-抑制(E/I)平衡有影响。然而,NRG1在人类E/I平衡中的重要性仍缺乏直接证据。在这项研究中,我们展示了计算生物物理网络模型的应用,以加深我们对神经影像学中观察到的皮质活动与潜在神经生物学之间相互作用的理解。我们使用生物物理神经元模型来模拟大规模脑动力学,并研究NRG1基因(rs35753505,rs3924999)多态性在n = 96名健康成年人中的作用。我们的结果表明,G/G携带者(rs3924999)在全局耦合(P = 0.048)以及多个决定E/I平衡的参数方面存在显著差异,如兴奋性突触耦合(P = 0.047)、局部兴奋性递归(P = 0.032)和抑制性突触耦合(P = 0.028)。这表明NRG1可能与兴奋性递归或兴奋性突触耦合有关,可能导致E/I平衡改变。此外,我们认为计算建模是研究健康和疾病中特定生物学机制的合适工具。

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