Tianjin Key Laboratory of Process Measurement and Control, School of Electrical and Information Engineering, Tianjin University, Tianjin 3000072, China
School of Information Technology Engineering, Tianjin University of Technology and Education, Tianjin 300222, China
Neural Comput. 2021 Oct 12;33(11):3102-3138. doi: 10.1162/neco_a_01438.
An extracellular electric field (EF) induces transmembrane polarizations on extremely inhomogeneous spaces. Evidence shows that EF-induced somatic polarization in pyramidal cells can modulate the neuronal input-output (I/O) function. However, it remains unclear whether and how dendritic polarization participates in the dendritic integration and contributes to the neuronal I/O function. To this end, we built a computational model of a simplified pyramidal cell with multi-dendritic tufts, one dendritic trunk, and one soma to describe the interactions among EF, dendritic integration, and somatic output, in which the EFs were modeled by inserting inhomogeneous extracellular potentials. We aimed to establish the underlying relationship between dendritic polarization and dendritic integration by analyzing the dynamics of subthreshold membrane potentials in response to AMPA synapses in the presence of constant EFs. The model-based singular perturbation analysis showed that the equilibrium mapping of a fast subsystem can serve as the asymptotic subthreshold I/O relationship for sublinear dendritic integration. This allows us to predict the tendency of EF-mediated dendritic integration by showing how EF changes modify equilibrium mapping. EF-induced hyperpolarization of distal dendrites receiving synapses inputs was found to play a key role in facilitating the AMPA receptor-evoked excitatory postsynaptic potential (EPSP) by enhancing the driving force of synaptic inputs. A significantly higher efficacy of EF modulation effect on global AMPA-type dendritic integration was found compared with local AMPA-type dendritic integration. During the generation of an action potential (AP), the relative contribution of EF-modulated dendritic integration and EF-induced somatic polarization was determined to show their collaboration in promoting or inhibiting the somatic excitability, depending on the EF polarity. These findings are crucial for understanding the EF modulation effect on neuronal computation, which provides insight into the modulation mechanism of noninvasive brain modulation.
细胞外电场(EF)会在极度不均匀的空间中引起跨膜极化。有证据表明,EF 诱导的锥体神经元体细胞极化可以调节神经元的输入-输出(I/O)功能。然而,目前尚不清楚树突极化是否以及如何参与树突整合,并对神经元 I/O 功能做出贡献。为此,我们构建了一个具有多树突丛、一个树突干和一个胞体的简化锥体神经元计算模型,以描述 EF、树突整合和胞体输出之间的相互作用,其中通过插入非均匀的细胞外电势来模拟 EF。我们旨在通过分析在恒定 EF 存在下 AMPA 突触对亚阈膜电位的动力学,建立树突极化和树突整合之间的潜在关系。基于模型的奇异摄动分析表明,快速子系统的平衡映射可以作为亚线性树突整合的渐近亚阈 I/O 关系。这使我们能够通过展示 EF 如何改变来预测 EF 介导的树突整合的趋势,从而改变平衡映射。发现接收突触输入的远端树突的 EF 诱导去极化在促进 AMPA 受体诱发的兴奋性突触后电位(EPSP)方面起着关键作用,因为它增强了突触输入的驱动力。与局部 AMPA 型树突整合相比,发现 EF 调制对全局 AMPA 型树突整合的效果显著更高。在产生动作电位(AP)期间,根据 EF 极性确定 EF 调制的树突整合和 EF 诱导的体细胞极化的相对贡献,以显示它们在促进或抑制体细胞兴奋性方面的协同作用。这些发现对于理解 EF 对神经元计算的调制作用至关重要,这为理解非侵入性脑调制的调制机制提供了深入的见解。