Department of Psychology, Vanderbilt University, Nashville, TN 37235.
The Picower Institute for Learning and Memory and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139.
Proc Natl Acad Sci U S A. 2024 Oct 15;121(42):e2315160121. doi: 10.1073/pnas.2315160121. Epub 2024 Oct 7.
Predictive coding is a fundamental function of the cortex. The predictive routing model proposes a neurophysiological implementation for predictive coding. Predictions are fed back from the deep-layer cortex via alpha/beta (8 to 30 Hz) oscillations. They inhibit the gamma (40 to 100 Hz) and spiking that feed sensory inputs forward. Unpredicted inputs arrive in circuits unprepared by alpha/beta, resulting in enhanced gamma and spiking. To test the predictive routing model and its role in consciousness, we collected data from intracranial recordings of macaque monkeys during passive presentation of auditory oddballs before and after propofol-mediated loss of consciousness (LOC). In line with the predictive routing model, alpha/beta oscillations in the awake state served to inhibit the processing of predictable stimuli. Propofol-mediated LOC eliminated alpha/beta modulation by a predictable stimulus in the sensory cortex and alpha/beta coherence between sensory and frontal areas. As a result, oddball stimuli evoked enhanced gamma power, late period (>200 ms from stimulus onset) spiking, and superficial layer sinks in the sensory cortex. LOC also resulted in diminished decodability of pattern-level prediction error signals in the higher-order cortex. Therefore, the auditory cortex was in a disinhibited state during propofol-mediated LOC. However, despite these enhanced feedforward responses in the auditory cortex, there was a loss of differential spiking to oddballs in the higher-order cortex. This may be a consequence of a loss of within-area and interareal spike-field coupling in the alpha/beta and gamma frequency bands. These results provide strong constraints for current theories of consciousness.
预测编码是大脑皮层的基本功能。预测路由模型提出了一种神经生理学实现的预测编码。预测从深层皮层通过α/β(8 到 30 Hz)振荡反馈。它们抑制γ(40 到 100 Hz)和刺激,这些刺激将感觉输入向前传递。未预测的输入到达未经α/β准备的电路中,导致γ和刺激增强。为了测试预测路由模型及其在意识中的作用,我们在猴子的颅内记录中收集了数据,这些猴子在异丙酚介导的意识丧失(LOC)前后被动呈现听觉奇异刺激。与预测路由模型一致,清醒状态下的α/β振荡用于抑制可预测刺激的处理。异丙酚介导的 LOC 消除了感觉皮层中可预测刺激的α/β调制以及感觉和额叶区域之间的α/β相干性。结果,奇异刺激在感觉皮层中诱发了增强的γ功率、后期(刺激开始后 200 毫秒以上)刺激和浅层下沉。LOC 还导致高级皮层中模式水平预测误差信号的解码能力降低。因此,听觉皮层在异丙酚介导的 LOC 期间处于去抑制状态。然而,尽管听觉皮层的前馈反应增强,但高级皮层中对奇异刺激的差异刺激却丧失了。这可能是由于在α/β和γ频带中丧失了区域内和区域间的尖峰场耦合。这些结果为当前的意识理论提供了强有力的限制。