Department of Biomedical Engineering, Florida International University, Miami, Florida 33174.
Department of Psychology, Vanderbilt Vision Research Center, Center for Integrative & Cognitive Neuroscience, Vanderbilt University, Nashville, Tennessee 37203.
J Neurosci. 2020 Oct 28;40(44):8513-8529. doi: 10.1523/JNEUROSCI.0221-20.2020. Epub 2020 Oct 9.
Ca spikes initiated in the distal trunk of layer 5 pyramidal cells (PCs) underlie nonlinear dynamic changes in the gain of cellular response, critical for top-down control of cortical processing. Detailed models with many compartments and dozens of ionic channels can account for this Ca spike-dependent gain and associated critical frequency. However, current models do not account for all known Ca-dependent features. Previous attempts to include more features have required increasing complexity, limiting their interpretability and utility for studying large population dynamics. We overcome these limitations in a minimal two-compartment biophysical model. In our model, a basal-dendrites/somatic compartment included fast-inactivating Na and delayed-rectifier K conductances, while an apical-dendrites/trunk compartment included persistent Na, hyperpolarization-activated cation (I ), slow-inactivating K, muscarinic K, and Ca L-type. The model replicated the Ca spike morphology and its critical frequency plus three other defining features of layer 5 PC synaptic integration: linear frequency-current relationships, back-propagation-activated Ca spike firing, and a shift in the critical frequency by blocking I Simulating 1000 synchronized layer 5 PCs, we reproduced the current source density patterns evoked by Ca spikes and describe resulting medial-frontal EEG on a male macaque monkey. We reproduced changes in the current source density when I was blocked. Thus, a two-compartment model with five crucial ionic currents in the apical dendrites reproduces all features of these neurons. We discuss the utility of this minimal model to study the microcircuitry of agranular areas of the frontal lobe involved in cognitive control and responsible for event-related potentials, such as the error-related negativity. A minimal model of layer 5 pyramidal cells replicates all known features crucial for distal synaptic integration in these neurons. By redistributing voltage-gated and returning transmembrane currents in the model, we establish a theoretical framework for the investigation of cortical microcircuit contribution to intracranial local field potentials and EEG. This tractable model will enable biophysical evaluation of multiscale electrophysiological signatures and computational investigation of cortical processing.
钙峰起源于第 5 层锥体神经元(PC)的远端干,是细胞反应增益的非线性动态变化的基础,这对于皮质处理的自上而下控制至关重要。具有许多隔室和数十个离子通道的详细模型可以解释这种依赖钙峰的增益和相关的临界频率。然而,目前的模型并不能解释所有已知的依赖钙的特征。以前尝试包括更多特征的方法需要增加复杂性,从而限制了它们对研究大群体动力学的可解释性和实用性。我们在一个最小的两室生物物理模型中克服了这些限制。在我们的模型中,一个基底-树突/体部隔室包括快速失活的 Na 和延迟整流的 K 电导,而一个顶端-树突/干隔室包括持续的 Na、超极化激活的阳离子(I )、缓慢失活的 K、毒蕈碱 K 和 Ca L 型。该模型复制了钙峰的形态及其临界频率,以及第 5 层 PC 突触整合的另外三个定义特征:线性频率-电流关系、反向传播激活的钙峰放电以及通过阻断 I 改变临界频率。模拟 1000 个同步的第 5 层 PC,我们复制了由钙峰引起的电流源密度模式,并描述了雄性猕猴上的内侧额 EEG。当 I 被阻断时,我们复制了电流源密度的变化。因此,在顶端树突中包含五个关键离子电流的两室模型复制了这些神经元的所有特征。我们讨论了这个最小模型在研究与认知控制相关的额状叶颗粒区的微电路以及负责事件相关电位(如错误相关负波)的用途。第 5 层锥体神经元的最小模型复制了这些神经元中远端突触整合所必需的所有已知特征。通过在模型中重新分配电压门控和返回的跨膜电流,我们建立了一个理论框架,用于研究皮质微电路对颅内局部场电位和 EEG 的贡献。这个易于处理的模型将使我们能够对多尺度电生理特征进行生物物理评估,并对皮质处理进行计算研究。