James H. Clark Center for Biomedical Engineering and Sciences, and Howard Hughes Medical Institute, Stanford University, Stanford, California 94305, and Lund University, Department of Experimental Medicine, S 221 84 Lund, Sweden.
J Neurosci. 2014 Jan 29;34(5):1731-7. doi: 10.1523/JNEUROSCI.2883-13.2014.
Many forms of learning require temporally ordered stimuli. In Pavlovian eyeblink conditioning, a conditioned stimulus (CS) must precede the unconditioned stimulus (US) by at least about 100 ms for learning to occur. Conditioned responses are learned and generated by the cerebellum. Recordings from the cerebellar cortex during conditioning have revealed CS-triggered pauses in the firing of Purkinje cells that likely drive the conditioned blinks. The predominant view of the learning mechanism in conditioning is that long-term depression (LTD) at parallel fiber (PF)-Purkinje cell synapses underlies the Purkinje cell pauses. This raises a serious conceptual challenge because LTD is most effectively induced at short CS-US intervals, which do not support acquisition of eyeblinks. To resolve this discrepancy, we recorded Purkinje cells during conditioning with short or long CS-US intervals. Decerebrated ferrets trained with CS-US intervals ≥150 ms reliably developed Purkinje cell pauses, but training with an interval of 50 ms unexpectedly induced increases in CS-evoked spiking. This bidirectional modulation of Purkinje cell activity offers a basis for the requirement of a minimum CS-US interval for conditioning, but we argue that it cannot be fully explained by LTD, even when previous in vitro studies of stimulus-timing-dependent LTD are taken into account.
许多形式的学习都需要时间有序的刺激。在巴甫洛夫式眨眼条件反射中,条件刺激 (CS) 必须在非条件刺激 (US) 之前至少提前 100 毫秒,以便学习发生。条件反应是由小脑学习和产生的。在条件反射过程中对小脑皮层的记录显示,CS 触发浦肯野细胞放电暂停,这可能驱动了条件眨眼。条件反射中学习机制的主要观点是,平行纤维 (PF)-浦肯野细胞突触的长时程抑制 (LTD) 是浦肯野细胞暂停的基础。这提出了一个严重的概念挑战,因为 LTD 最有效地在短 CS-US 间隔下诱导,而短 CS-US 间隔不支持眨眼的获得。为了解决这一差异,我们在短或长 CS-US 间隔下记录浦肯野细胞在条件反射过程中的活动。用 CS-US 间隔≥150 毫秒训练的去大脑雪貂可靠地产生了浦肯野细胞暂停,但用 50 毫秒的间隔进行训练出人意料地增加了 CS 诱发的放电。浦肯野细胞活动的这种双向调制为 CS-US 间隔的最小要求提供了基础,但我们认为,即使考虑到之前关于刺激定时依赖性 LTD 的体外研究,它也不能完全用 LTD 来解释。