Integrative Center for Learning and Memory, Departments of Neurobiology and Psychology, University of California, Los Angeles, Los Angeles, California 90095.
Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, California 94720.
J Neurosci. 2020 Nov 25;40(48):9224-9235. doi: 10.1523/JNEUROSCI.0686-20.2020. Epub 2020 Oct 23.
Cortical responses to sensory stimuli are strongly modulated by temporal context. One of the best studied examples of such modulation is sensory adaptation. We first show that in response to repeated tones pyramidal (Pyr) neurons in male mouse auditory cortex (A1) exhibit facilitating and stable responses, in addition to adapting responses. To examine the potential mechanisms underlying these distinct temporal profiles, we developed a reduced spiking model of sensory cortical circuits that incorporated the signature short-term synaptic plasticity (STP) profiles of the inhibitory parvalbumin (PV) and somatostatin (SST) interneurons. The model accounted for all three temporal response profiles as the result of dynamic changes in excitatory/inhibitory balance produced by STP, primarily through shifts in the relative latency of Pyr and inhibitory neurons. Transition between the three response profiles was possible by changing the strength of the inhibitory PV→Pyr and SST→Pyr synapses. The model predicted that a unit's latency would be related to its temporal profile. Consistent with this prediction, the latency of stable units was significantly shorter than that of adapting and facilitating units. Furthermore, because of the history-dependence of STP the model generated a paradoxical prediction: that inactivation of inhibitory neurons during one tone would decrease the response of A1 neurons to a subsequent tone. Indeed, we observed that optogenetic inactivation of PV neurons during one tone counterintuitively decreased the spiking of Pyr neurons to a subsequent tone 400 ms later. These results provide evidence that STP is critical to temporal context-dependent responses in the sensory cortex. Our perception of speech and music depends strongly on temporal context, i.e., the significance of a stimulus depends on the preceding stimuli. Complementary neural mechanisms are needed to sometimes ignore repetitive stimuli (e.g., the tic of a clock) or detect meaningful repetition (e.g., consecutive tones in Morse code). We modeled a neural circuit that accounts for diverse experimentally-observed response profiles in auditory cortex (A1) neurons, based on known forms of short-term synaptic plasticity (STP). Whether the simulated circuit reduced, maintained, or enhanced its response to repeated tones depended on the relative dominance of two different types of inhibitory cells. The model made novel predictions that were experimentally validated. Results define an important role for STP in temporal context-dependent perception.
皮层对感觉刺激的反应强烈受到时间上下文的调制。这种调制的一个最好的例子是感觉适应。我们首先表明,在响应重复的音调时,雄性小鼠听觉皮层(A1)中的锥体(Pyr)神经元除了适应反应之外,还表现出促进和稳定的反应。为了研究这些不同时间特征背后的潜在机制,我们开发了一种简化的感觉皮质电路的尖峰模型,该模型纳入了抑制性 Parvalbumin(PV)和 Somatostatin(SST)中间神经元的特征性短期突触可塑性(STP)特征。该模型将所有三种时间响应特征解释为 STP 产生的兴奋性/抑制性平衡的动态变化的结果,主要是通过改变 Pyr 和抑制性神经元的相对潜伏期。通过改变抑制性 PV→Pyr 和 SST→Pyr 突触的强度,可以在三种响应特征之间进行转换。该模型预测,一个单元的潜伏期与其时间特征有关。与这一预测一致,稳定单元的潜伏期明显短于适应和促进单元。此外,由于 STP 的历史依赖性,该模型产生了一个似是而非的预测:在一个音调期间抑制性神经元的失活会降低 A1 神经元对随后音调的反应。事实上,我们观察到,在一个音调期间光遗传抑制 PV 神经元会反直觉地降低 Pyr 神经元对随后的音调的反应,该音调在 400 毫秒后出现。这些结果为 STP 是感觉皮层中时间上下文相关反应的关键提供了证据。我们对语音和音乐的感知强烈依赖于时间上下文,即刺激的意义取决于先前的刺激。需要互补的神经机制来有时忽略重复的刺激(例如,时钟的滴答声)或检测有意义的重复(例如,莫尔斯电码中的连续音调)。我们根据已知的短期突触可塑性(STP)形式,为听觉皮层(A1)神经元的各种实验观察到的反应特征构建了一个神经电路模型。模拟电路对重复音调的反应是减少、保持还是增强取决于两种不同类型的抑制细胞的相对优势。该模型做出了新的预测,并通过实验验证。结果定义了 STP 在时间上下文相关感知中的重要作用。