Juan Elsa, Nguepnjo Nguissi Nathalie Ata, Tzovara Athina, Viceic Dragana, Rusca Marco, Oddo Mauro, Rossetti Andrea O, De Lucia Marzia
Laboratoire de Recherche en Neuroimagerie (LREN), Department of Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland; Neurology Service, Department of Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland.
Laboratoire de Recherche en Neuroimagerie (LREN), Department of Clinical Neurosciences, Lausanne University Hospital and University of Lausanne, 1011 Lausanne, Switzerland.
Neuroimage. 2016 Nov 1;141:530-541. doi: 10.1016/j.neuroimage.2016.07.039. Epub 2016 Jul 19.
Trace conditioning refers to a learning process occurring after repeated presentation of a neutral conditioned stimulus (CS+) and a salient unconditioned stimulus (UCS) separated by a temporal gap. Recent studies have reported that trace conditioning can occur in humans in reduced levels of consciousness by showing a transfer of the unconditioned autonomic response to the CS+ in healthy sleeping individuals and in vegetative state patients. However, no previous studies have investigated the neural underpinning of trace conditioning in the absence of consciousness in humans. In the present study, we recorded the EEG activity of 29 post-anoxic comatose patients while presenting a trace conditioning paradigm using neutral tones as CS+ and alerting sounds as UCS. Most patients received therapeutic hypothermia and all were deeply unconscious according to standardized clinical scales. After repeated presentation of the CS+ and UCS couple, learning was assessed by measuring the EEG activity during the period where the UCS is omitted after CS+ presentation. Specifically we assessed the 'reactivation' of the neural response to UCS omission by applying a decoding algorithm derived from the statistical model of the EEG activity in response to the UCS presentation. The same procedure was used in a group of 12 awake healthy controls. We found a reactivation of the UCS response in absence of stimulation in eight patients (five under therapeutic hypothermia) and four healthy controls. Additionally, the reactivation effect was temporally specific within trials since it manifested primarily at the specific latency of UCS presentation and significantly less before or after this period. Our results show for the first time that trace conditioning may manifest as a reactivation of the EEG activity related to the UCS and even in the absence of consciousness.
痕迹条件反射是指在反复呈现中性条件刺激(CS+)和显著的非条件刺激(UCS)之间存在时间间隔的情况下发生的一种学习过程。最近的研究报告称,通过在健康睡眠个体和植物人状态患者中显示非条件自主反应向CS+的转移,痕迹条件反射可以在人类意识水平降低的情况下发生。然而,以前没有研究调查过人类在无意识状态下痕迹条件反射的神经基础。在本研究中,我们记录了29名缺氧后昏迷患者的脑电图活动,同时呈现一种痕迹条件反射范式,使用中性音调作为CS+,警报声作为UCS。大多数患者接受了治疗性低温治疗,根据标准化临床量表,所有患者均处于深度昏迷状态。在反复呈现CS+和UCS配对后,通过测量在CS+呈现后省略UCS期间的脑电图活动来评估学习情况。具体而言,我们通过应用一种从响应UCS呈现的脑电图活动统计模型推导出来的解码算法,评估对UCS省略的神经反应的“重新激活”。一组12名清醒健康对照者采用相同的程序。我们发现,8名患者(5名接受治疗性低温治疗)和4名健康对照者在没有刺激的情况下出现了UCS反应的重新激活。此外,重新激活效应在试验中具有时间特异性,因为它主要在UCS呈现的特定潜伏期表现出来,在此期间之前或之后则明显较少。我们的结果首次表明,痕迹条件反射可能表现为与UCS相关的脑电图活动的重新激活,甚至在无意识状态下也是如此。