Bannon Nicholas M, Chistiakova Marina, Chen Jen-Yung, Bazhenov Maxim, Volgushev Maxim
Department of Psychological Sciences, University of Connecticut, Storrs, Connecticut 06269, and.
Department of Medicine, University of California, San Diego, La Jolla, California 92093.
J Neurosci. 2017 Feb 8;37(6):1439-1452. doi: 10.1523/JNEUROSCI.2984-16.2016. Epub 2016 Dec 27.
Endogenous extracellular adenosine level fluctuates in an activity-dependent manner and with sleep-wake cycle, modulating synaptic transmission and short-term plasticity. Hebbian-type long-term plasticity introduces intrinsic positive feedback on synaptic weight changes, making them prone to runaway dynamics. We previously demonstrated that co-occurring, weight-dependent heterosynaptic plasticity can robustly prevent runaway dynamics. Here we show that at neocortical synapses in slices from rat visual cortex, adenosine modulates the weight dependence of heterosynaptic plasticity: blockade of adenosine A receptors abolished weight dependence, while increased adenosine level strengthened it. Using model simulations, we found that the strength of weight dependence determines the ability of heterosynaptic plasticity to prevent runaway dynamics of synaptic weights imposed by Hebbian-type learning. Changing the weight dependence of heterosynaptic plasticity within an experimentally observed range gradually shifted the operating point of neurons between an unbalancing regime dominated by associative plasticity and a homeostatic regime of tightly constrained synaptic changes. Because adenosine tone is a natural correlate of activity level (activity increases adenosine tone) and brain state (elevated adenosine tone increases sleep pressure), modulation of heterosynaptic plasticity by adenosine represents an endogenous mechanism that translates changes of the brain state into a shift of the regime of synaptic plasticity and learning. We speculate that adenosine modulation may provide a mechanism for fine-tuning of plasticity and learning according to brain state and activity. Associative learning depends on brain state and is impaired when the subject is sleepy or tired. However, the link between changes of brain state and modulation of synaptic plasticity and learning remains elusive. Here we show that adenosine regulates weight dependence of heterosynaptic plasticity: adenosine strengthened weight dependence of heterosynaptic plasticity; blockade of adenosine A1 receptors abolished it. In model neurons, such changes of the weight dependence of heterosynaptic plasticity shifted their operating point between regimes dominated by associative plasticity or by synaptic homeostasis. Because adenosine tone is a natural correlate of activity level and brain state, modulation of plasticity by adenosine represents an endogenous mechanism for translation of brain state changes into a shift of the regime of synaptic plasticity and learning.
内源性细胞外腺苷水平以活动依赖的方式并随睡眠-觉醒周期波动,调节突触传递和短期可塑性。赫布型长期可塑性在突触权重变化上引入了内在正反馈,使其易于出现失控动态。我们之前证明,同时发生的、权重依赖的异突触可塑性能够有力地防止失控动态。在此我们表明,在大鼠视觉皮层切片的新皮质突触中,腺苷调节异突触可塑性的权重依赖性:腺苷A受体的阻断消除了权重依赖性,而腺苷水平升高则增强了它。通过模型模拟,我们发现权重依赖性的强度决定了异突触可塑性防止由赫布型学习施加的突触权重失控动态的能力。在实验观察到的范围内改变异突触可塑性的权重依赖性,会使神经元的工作点在由联合可塑性主导的失衡状态和突触变化受到严格限制的稳态状态之间逐渐移动。由于腺苷张力是活动水平(活动增加腺苷张力)和脑状态(升高的腺苷张力增加睡眠压力)的自然相关因素,腺苷对异突触可塑性的调节代表了一种内源性机制,可将脑状态的变化转化为突触可塑性和学习状态的转变。我们推测,腺苷调节可能提供了一种根据脑状态和活动对可塑性和学习进行微调的机制。联合学习取决于脑状态,当受试者困倦或疲惫时会受损。然而,脑状态变化与突触可塑性和学习调节之间的联系仍然难以捉摸。在此我们表明,腺苷调节异突触可塑性的权重依赖性:腺苷增强了异突触可塑性的权重依赖性;腺苷A1受体的阻断消除了它。在模型神经元中,异突触可塑性权重依赖性的这种变化使其工作点在由联合可塑性或突触稳态主导的状态之间移动。由于腺苷张力是活动水平和脑状态的自然相关因素,腺苷对可塑性的调节代表了一种将脑状态变化转化为突触可塑性和学习状态转变的内源性机制。